diff --git a/.gitattributes b/.gitattributes
index bed0738c7eeb449bca98b5d2f33c89a1ee56349a..21e920717b8964f6999751acd2776eb38562d70c 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -58,3 +58,1671 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
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+project.db filter=lfs diff=lfs merge=lfs -text
diff --git a/configs/albedo.yaml b/configs/albedo.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..cc2379a5701d99d980deb44260e76aa7cd5810f7
--- /dev/null
+++ b/configs/albedo.yaml
@@ -0,0 +1,26 @@
+output_dir: null
+working_resolution: null
+output_resolution: 300
+method: idw
+fallback: datadriven
+min_clear_fraction: 0.05
+max_samples: 1000
+window_m: 180.0
+idw_cloud_mask_dilation_m: 1000.0
+idw_k_neighbours: 8
+idw_smoothing_m: 4000.0
+model_path: /home/ali/.local/share/clouds-decoded/models/albedo_datadriven/default.pth
+default_albedo:
+  B01: 0.03
+  B02: 0.05
+  B03: 0.03
+  B04: 0.03
+  B05: 0.02
+  B06: 0.02
+  B07: 0.02
+  B08: 0.02
+  B8A: 0.02
+  B09: 0.02
+  B10: 0.0
+  B11: 0.02
+  B12: 0.02
diff --git a/configs/cloud_height.yaml b/configs/cloud_height.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..12a4bb391579ac770bbf778010c5d9dc11861de2
--- /dev/null
+++ b/configs/cloud_height.yaml
@@ -0,0 +1,21 @@
+output_dir: null
+working_resolution: 10
+output_resolution: 60
+use_emulator: true
+model_path: /home/ali/.local/share/clouds-decoded/models/cloud_height_emulator/default.pth
+bands:
+- B02
+- B03
+- B04
+- B08
+- B11
+- B12
+- B09
+- B10
+window_size:
+- 1024
+- 1024
+overlap: 512
+batch_size: 4
+in_channels: 8
+device: null
diff --git a/configs/cloud_mask.yaml b/configs/cloud_mask.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..3e44725e3b734c6cb0bb7edbb32bd323c1829d0a
--- /dev/null
+++ b/configs/cloud_mask.yaml
@@ -0,0 +1,16 @@
+output_dir: null
+working_resolution: 15
+output_resolution: null
+method: senseiv2
+model_path: /home/ali/.local/share/clouds-decoded/models/cloud_mask/default.pt
+device: null
+batch_size: 8
+stride: 170
+reclassify_embedded_shadow: true
+shadow_reclassify_radius: 50
+cloud_mask_classes:
+- 1
+- 2
+cloud_mask_threshold: 0.2
+threshold_band: B08
+threshold_value: 0.06
diff --git a/configs/refl2prop.yaml b/configs/refl2prop.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..576f5b7025744da319caecef147bed9fd4b164f8
--- /dev/null
+++ b/configs/refl2prop.yaml
@@ -0,0 +1,43 @@
+output_dir: null
+working_resolution: 60
+output_resolution: 60
+method: standard
+bands:
+- B01
+- B02
+- B03
+- B04
+- B05
+- B06
+- B07
+- B08
+- B8A
+- B11
+- B12
+model_path: /home/ali/.local/share/clouds-decoded/models/refl2prop/default.pth
+return_uncertainty: true
+mask_invalid_height: true
+batch_size: 32768
+output_size: 4
+norm_height_offset: 0.0
+norm_height_scale: 1000.0
+default_albedo:
+  B01: 0.03
+  B02: 0.05
+  B03: 0.03
+  B04: 0.03
+  B05: 0.02
+  B06: 0.02
+  B07: 0.02
+  B08: 0.02
+  B8A: 0.02
+  B09: 0.02
+  B10: 0.0
+  B11: 0.02
+  B12: 0.02
+default_shading_ratio: 0.5
+output_feature_names:
+- tau
+- ice_liq_ratio
+- r_eff_liq
+- r_eff_ice
diff --git a/configs/refocus.yaml b/configs/refocus.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..bf64b54f3a78827a7ad3182fd4c6bb7fc8cbb928
--- /dev/null
+++ b/configs/refocus.yaml
@@ -0,0 +1,19 @@
+output_dir: null
+working_resolution: null
+output_resolution: 60
+reference_band: B02
+bands:
+- B01
+- B02
+- B03
+- B04
+- B05
+- B06
+- B07
+- B08
+- B8A
+- B11
+- B12
+save_refocused: false
+interpolation_order: 1
+height_interpolation_order: 1
diff --git a/logs/S2A_MSIL1C_20160105T143732_N0500_R096_T21PTT_20231028T010934/pipeline.log b/logs/S2A_MSIL1C_20160105T143732_N0500_R096_T21PTT_20231028T010934/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..cf92d45f22a9d2ff85a12cca8f51bf498b62fbac
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160105T143732_N0500_R096_T21PTT_20231028T010934/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:36:48.814227 ---
+2026-03-26T19:36:48  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:36:48  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160105T143732_N0500_R096_T21PTT_20231028T010934
+2026-03-26T19:36:48  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:38:46  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:38:47  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:40:06  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1606110/5655340 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:40:07  clouds_decoded.project               INFO        [cloud_mask] Completed in 80.9s
+2026-03-26T19:40:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:40:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 36.8 seconds
+2026-03-26T19:41:09  clouds_decoded.project               INFO        [cloud_height] Completed in 61.2s
+2026-03-26T19:41:10  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 73.9%
+2026-03-26T19:41:13  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:41:16  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:41:16  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:41:17  clouds_decoded.project               INFO        [albedo] Completed in 8.1s
+2026-03-26T19:41:17  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:42:19  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:42:19  clouds_decoded.project               INFO        [refocus] Completed in 62.5s
+2026-03-26T19:42:19  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:42:20  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:42:22  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:42:39  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:42:40  clouds_decoded.project               INFO        [cloud_properties] Completed in 20.3s
diff --git a/logs/S2A_MSIL1C_20160111T012022_N0500_R031_T54SVC_20231014T003514/pipeline.log b/logs/S2A_MSIL1C_20160111T012022_N0500_R031_T54SVC_20231014T003514/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..5eca46411f4dc5fa38d24424801e561010d38de6
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160111T012022_N0500_R031_T54SVC_20231014T003514/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T22:46:29.871036 ---
+2026-03-26T22:46:29  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:46:29  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160111T012022_N0500_R031_T54SVC_20231014T003514
+2026-03-26T22:46:29  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:49:35  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:49:36  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:50:05  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2212516/3485213 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:50:06  clouds_decoded.project               INFO        [cloud_mask] Completed in 31.6s
+2026-03-26T22:50:09  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:50:47  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 41.1 seconds
+2026-03-26T22:50:54  clouds_decoded.project               INFO        [cloud_height] Completed in 47.7s
+2026-03-26T22:50:57  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 28.7%
+2026-03-26T22:51:03  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:51:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:51:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:51:06  clouds_decoded.project               INFO        [albedo] Completed in 12.1s
+2026-03-26T22:51:06  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:51:34  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:51:34  clouds_decoded.project               INFO        [refocus] Completed in 28.1s
+2026-03-26T22:51:34  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:51:35  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:51:35  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:51:42  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:51:44  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.5s
diff --git a/logs/S2A_MSIL1C_20160130T183612_N0500_R027_T11RLP_20231015T155531/pipeline.log b/logs/S2A_MSIL1C_20160130T183612_N0500_R027_T11RLP_20231015T155531/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..112729c87329c84a5cda5b1ea193c1ba68b38857
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160130T183612_N0500_R027_T11RLP_20231015T155531/pipeline.log
@@ -0,0 +1,35 @@
+
+--- Run started 2026-03-26T17:48:14.643216 ---
+2026-03-26T17:48:14  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:48:14  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160130T183612_N0500_R027_T11RLP_20231015T155531
+2026-03-26T17:48:14  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:51:42  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:52:58  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:53:57  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1322793/1334469 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:53:59  clouds_decoded.project               INFO        [cloud_mask] Completed in 136.7s
+
+--- Run started 2026-03-26T18:01:40.814697 ---
+2026-03-26T18:01:40  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:01:40  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160130T183612_N0500_R027_T11RLP_20231015T155531
+2026-03-26T18:01:40  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:01:40  clouds_decoded.project               INFO        [cloud_mask] Skipping (already complete, config unchanged)
+2026-03-26T18:01:45  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Loading Cloud Height Emulator model on cuda
+2026-03-26T18:01:46  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Loading checkpoint from /home/ali/.local/share/clouds-decoded/models/cloud_height_emulator/default.pth
+2026-03-26T18:01:53  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:02:17  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 32.4 seconds
+2026-03-26T18:02:22  clouds_decoded.project               INFO        [cloud_height] Completed in 36.8s
+2026-03-26T18:02:24  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 8.6%
+2026-03-26T18:02:29  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:02:31  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:02:31  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:02:32  clouds_decoded.project               INFO        [albedo] Completed in 10.2s
+2026-03-26T18:02:32  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:02:58  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:02:58  clouds_decoded.project               INFO        [refocus] Completed in 26.1s
+2026-03-26T18:02:58  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:02:58  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:02:59  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:03:06  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:03:08  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.5s
diff --git a/logs/S2A_MSIL1C_20160204T143722_N0500_R096_T21PTT_20231013T165122/pipeline.log b/logs/S2A_MSIL1C_20160204T143722_N0500_R096_T21PTT_20231013T165122/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..5dea926f9ac3ded4c16a177f5780296182e29158
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160204T143722_N0500_R096_T21PTT_20231013T165122/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:37:24.213042 ---
+2026-03-26T19:37:24  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:37:24  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160204T143722_N0500_R096_T21PTT_20231013T165122
+2026-03-26T19:37:24  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:40:07  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:40:08  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:41:10  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2567588/2761151 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:41:11  clouds_decoded.project               INFO        [cloud_mask] Completed in 63.6s
+2026-03-26T19:41:15  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:41:59  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 47.6 seconds
+2026-03-26T19:42:09  clouds_decoded.project               INFO        [cloud_height] Completed in 57.7s
+2026-03-26T19:42:11  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 3.2%
+2026-03-26T19:42:11  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 3.2% < threshold 5%. Running fallback.
+2026-03-26T19:42:11  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T19:42:12  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T19:42:12  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T19:42:12  clouds_decoded.project               INFO        [albedo] Completed in 2.8s
+2026-03-26T19:42:12  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:43:01  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:43:01  clouds_decoded.project               INFO        [refocus] Completed in 49.5s
+2026-03-26T19:43:01  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:43:02  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:43:03  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:43:19  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:43:21  clouds_decoded.project               INFO        [cloud_properties] Completed in 19.8s
diff --git a/logs/S2A_MSIL1C_20160210T011802_N0500_R031_T54SVC_20231008T004010/pipeline.log b/logs/S2A_MSIL1C_20160210T011802_N0500_R031_T54SVC_20231008T004010/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..efa9937b0ce39516075a1c6d58c85f738cd17c1e
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160210T011802_N0500_R031_T54SVC_20231008T004010/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:47:41.419625 ---
+2026-03-26T22:47:41  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:47:41  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160210T011802_N0500_R031_T54SVC_20231008T004010
+2026-03-26T22:47:41  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:50:06  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:50:07  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:50:53  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4333788/6772428 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:50:54  clouds_decoded.project               INFO        [cloud_mask] Completed in 47.3s
+2026-03-26T22:50:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:50:57  clouds_decoded.sliding_window        INFO      Sliding window: skipping 20/484 windows (no True pixels in skip_mask)
+2026-03-26T22:51:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 31.2 seconds
+2026-03-26T22:51:28  clouds_decoded.project               INFO        [cloud_height] Completed in 34.1s
+2026-03-26T22:51:30  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 45.8%
+2026-03-26T22:51:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:51:39  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:51:40  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:51:53  clouds_decoded.project               INFO        [albedo] Completed in 24.4s
+2026-03-26T22:51:53  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:53:28  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:53:28  clouds_decoded.project               INFO        [refocus] Completed in 95.1s
+2026-03-26T22:53:28  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:53:28  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:53:28  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:53:33  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:53:35  clouds_decoded.project               INFO        [cloud_properties] Completed in 7.1s
diff --git a/logs/S2A_MSIL1C_20160229T183302_N0500_R027_T11RLP_20231015T063057/pipeline.log b/logs/S2A_MSIL1C_20160229T183302_N0500_R027_T11RLP_20231015T063057/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..ea21ce071c7c14e90b755cdef195c4263c5947d4
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160229T183302_N0500_R027_T11RLP_20231015T063057/pipeline.log
@@ -0,0 +1,34 @@
+
+--- Run started 2026-03-26T17:49:15.213473 ---
+2026-03-26T17:49:15  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:49:15  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160229T183302_N0500_R027_T11RLP_20231015T063057
+2026-03-26T17:49:15  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:53:59  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:54:00  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:54:56  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 196456/204313 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:55:45  clouds_decoded.project               INFO        [cloud_mask] Completed in 105.9s
+
+--- Run started 2026-03-26T18:01:45.260864 ---
+2026-03-26T18:01:45  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:01:45  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160229T183302_N0500_R027_T11RLP_20231015T063057
+2026-03-26T18:01:45  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:01:45  clouds_decoded.project               INFO        [cloud_mask] Skipping (already complete, config unchanged)
+2026-03-26T18:02:24  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:02:24  clouds_decoded.sliding_window        INFO      Sliding window: skipping 376/484 windows (no True pixels in skip_mask)
+2026-03-26T18:02:32  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 10.3 seconds
+2026-03-26T18:02:36  clouds_decoded.project               INFO        [cloud_height] Completed in 14.0s
+2026-03-26T18:02:38  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 91.9%
+2026-03-26T18:02:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:02:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:02:47  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:02:47  clouds_decoded.project               INFO        [albedo] Completed in 11.2s
+2026-03-26T18:02:47  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:03:16  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:03:16  clouds_decoded.project               INFO        [refocus] Completed in 29.7s
+2026-03-26T18:03:17  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:03:17  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:03:18  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:03:25  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:03:26  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.2s
diff --git a/logs/S2A_MSIL1C_20160305T143722_N0500_R096_T21PTT_20231018T005011/pipeline.log b/logs/S2A_MSIL1C_20160305T143722_N0500_R096_T21PTT_20231018T005011/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..5b7b3b7296bc4e7a11312859986b9d0024f8892a
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160305T143722_N0500_R096_T21PTT_20231018T005011/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:38:05.805155 ---
+2026-03-26T19:38:05  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:38:05  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160305T143722_N0500_R096_T21PTT_20231018T005011
+2026-03-26T19:38:05  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:41:11  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:41:11  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:42:07  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1448037/3814441 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:42:09  clouds_decoded.project               INFO        [cloud_mask] Completed in 57.6s
+2026-03-26T19:42:12  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:42:40  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 31.2 seconds
+2026-03-26T19:42:54  clouds_decoded.project               INFO        [cloud_height] Completed in 45.1s
+2026-03-26T19:42:56  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 71.2%
+2026-03-26T19:43:00  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:43:04  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:43:04  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:43:05  clouds_decoded.project               INFO        [albedo] Completed in 10.5s
+2026-03-26T19:43:05  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:43:30  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:43:30  clouds_decoded.project               INFO        [refocus] Completed in 25.6s
+2026-03-26T19:43:30  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:43:30  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:43:31  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:43:37  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:43:39  clouds_decoded.project               INFO        [cloud_properties] Completed in 8.7s
diff --git a/logs/S2A_MSIL1C_20160311T011612_N0500_R031_T54SVC_20231013T094313/pipeline.log b/logs/S2A_MSIL1C_20160311T011612_N0500_R031_T54SVC_20231013T094313/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..95295f2c66a31a9c673b0caa4e433313fe7d67e3
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160311T011612_N0500_R031_T54SVC_20231013T094313/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:48:32.410111 ---
+2026-03-26T22:48:32  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:48:32  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160311T011612_N0500_R031_T54SVC_20231013T094313
+2026-03-26T22:48:32  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:50:54  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:50:54  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:51:27  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2021054/2021054 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:51:28  clouds_decoded.project               INFO        [cloud_mask] Completed in 34.0s
+2026-03-26T22:51:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:51:51  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 22.7 seconds
+2026-03-26T22:51:54  clouds_decoded.project               INFO        [cloud_height] Completed in 25.9s
+2026-03-26T22:51:56  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T22:51:56  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T22:51:56  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T22:51:56  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T22:51:56  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T22:51:57  clouds_decoded.project               INFO        [albedo] Completed in 2.3s
+2026-03-26T22:51:57  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:53:41  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:53:41  clouds_decoded.project               INFO        [refocus] Completed in 104.7s
+2026-03-26T22:53:41  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:53:42  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:53:43  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:53:57  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:53:59  clouds_decoded.project               INFO        [cloud_properties] Completed in 17.9s
diff --git a/logs/S2A_MSIL1C_20160330T183252_N0500_R027_T11RLP_20231012T083945/pipeline.log b/logs/S2A_MSIL1C_20160330T183252_N0500_R027_T11RLP_20231012T083945/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..f9427c173d2b227c3587fca58a631b9c297aaf2e
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160330T183252_N0500_R027_T11RLP_20231012T083945/pipeline.log
@@ -0,0 +1,34 @@
+
+--- Run started 2026-03-26T17:50:56.711327 ---
+2026-03-26T17:50:56  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:50:56  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160330T183252_N0500_R027_T11RLP_20231012T083945
+2026-03-26T17:50:56  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:55:45  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:57:42  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:00:19  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1874914/2349916 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:00:21  clouds_decoded.project               INFO        [cloud_mask] Completed in 275.5s
+
+--- Run started 2026-03-26T18:01:49.420455 ---
+2026-03-26T18:01:49  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:01:49  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160330T183252_N0500_R027_T11RLP_20231012T083945
+2026-03-26T18:01:49  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:01:49  clouds_decoded.project               INFO        [cloud_mask] Skipping (already complete, config unchanged)
+2026-03-26T18:02:38  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:02:38  clouds_decoded.sliding_window        INFO      Sliding window: skipping 47/484 windows (no True pixels in skip_mask)
+2026-03-26T18:02:55  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 19.1 seconds
+2026-03-26T18:02:58  clouds_decoded.project               INFO        [cloud_height] Completed in 22.6s
+2026-03-26T18:03:01  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 34.6%
+2026-03-26T18:03:05  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:03:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:03:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:03:12  clouds_decoded.project               INFO        [albedo] Completed in 13.4s
+2026-03-26T18:03:12  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:03:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:03:37  clouds_decoded.project               INFO        [refocus] Completed in 25.5s
+2026-03-26T18:03:37  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:03:37  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:03:38  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:03:40  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:03:41  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.7s
diff --git a/logs/S2A_MSIL1C_20160504T143802_N0500_R096_T21PTT_20231003T083844/pipeline.log b/logs/S2A_MSIL1C_20160504T143802_N0500_R096_T21PTT_20231003T083844/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e6b0fb3913944088ea4601f5e5ca7a6e251e6c47
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160504T143802_N0500_R096_T21PTT_20231003T083844/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:38:47.007176 ---
+2026-03-26T19:38:47  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:38:47  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160504T143802_N0500_R096_T21PTT_20231003T083844
+2026-03-26T19:38:47  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:42:09  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:42:09  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:42:53  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 514498/3190987 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:42:54  clouds_decoded.project               INFO        [cloud_mask] Completed in 45.6s
+2026-03-26T19:42:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:42:57  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T19:43:19  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 25.2 seconds
+2026-03-26T19:43:22  clouds_decoded.project               INFO        [cloud_height] Completed in 28.3s
+2026-03-26T19:43:24  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 87.6%
+2026-03-26T19:43:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:43:30  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:43:30  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:43:31  clouds_decoded.project               INFO        [albedo] Completed in 8.2s
+2026-03-26T19:43:31  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:44:45  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:44:45  clouds_decoded.project               INFO        [refocus] Completed in 74.8s
+2026-03-26T19:44:46  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:44:46  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:44:48  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:45:04  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:45:04  clouds_decoded.project               INFO        [cloud_properties] Completed in 18.3s
diff --git a/logs/S2A_MSIL1C_20160510T011702_N0500_R031_T54SVC_20231002T170104/pipeline.log b/logs/S2A_MSIL1C_20160510T011702_N0500_R031_T54SVC_20231002T170104/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..36a18bbb448f1107c869bd525793de024f542f3f
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160510T011702_N0500_R031_T54SVC_20231002T170104/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:49:35.220754 ---
+2026-03-26T22:49:35  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:49:35  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160510T011702_N0500_R031_T54SVC_20231002T170104
+2026-03-26T22:49:35  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:51:28  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:51:28  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:51:58  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1335285/1335285 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:52:00  clouds_decoded.project               INFO        [cloud_mask] Completed in 32.2s
+2026-03-26T22:52:54  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:53:15  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 74.7 seconds
+2026-03-26T22:53:28  clouds_decoded.project               INFO        [cloud_height] Completed in 87.7s
+2026-03-26T22:53:30  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T22:53:30  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T22:53:30  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T22:53:30  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T22:53:30  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T22:53:30  clouds_decoded.project               INFO        [albedo] Completed in 2.3s
+2026-03-26T22:53:30  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:54:05  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:54:05  clouds_decoded.project               INFO        [refocus] Completed in 35.3s
+2026-03-26T22:54:05  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:54:05  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:54:06  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:54:10  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:54:13  clouds_decoded.project               INFO        [cloud_properties] Completed in 7.6s
diff --git a/logs/S2A_MSIL1C_20160517T213932_N0500_R143_T02KNG_20231008T194646/pipeline.log b/logs/S2A_MSIL1C_20160517T213932_N0500_R143_T02KNG_20231008T194646/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..276ea821ab35b20967c0d04919397fac033c09de
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160517T213932_N0500_R143_T02KNG_20231008T194646/pipeline.log
@@ -0,0 +1,36 @@
+
+--- Run started 2026-03-26T11:12:42.789904 ---
+2026-03-26T11:12:42  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T11:12:42  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160517T213932_N0500_R143_T02KNG_20231008T194646
+2026-03-26T11:12:42  clouds_decoded.project               INFO      ============================================================
+2026-03-26T11:26:52  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+
+--- Run started 2026-03-26T15:21:15.716191 ---
+2026-03-26T15:21:15  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:21:15  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160517T213932_N0500_R143_T02KNG_20231008T194646
+2026-03-26T15:21:15  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:21:18  clouds_decoded.modules.cloud_mask.processor  INFO      Loading SegFormerB2-S2-unambiguous cloud mask model on cuda
+2026-03-26T15:21:22  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:21:23  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:21:43  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 945155/3790536 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:21:44  clouds_decoded.project               INFO        [cloud_mask] Completed in 26.5s
+2026-03-26T15:21:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Loading Cloud Height Emulator model on cuda
+2026-03-26T15:21:45  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Loading checkpoint from /home/ali/.local/share/clouds-decoded/models/cloud_height_emulator/default.pth
+2026-03-26T15:21:47  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:22:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 23.3 seconds
+2026-03-26T15:22:11  clouds_decoded.project               INFO        [cloud_height] Completed in 26.6s
+2026-03-26T15:22:13  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 78.0%
+2026-03-26T15:22:15  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:22:17  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:22:18  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:22:18  clouds_decoded.project               INFO        [albedo] Completed in 6.8s
+2026-03-26T15:22:18  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:22:42  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:22:42  clouds_decoded.project               INFO        [refocus] Completed in 23.8s
+2026-03-26T15:22:42  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:22:42  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:22:42  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:22:44  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:22:45  clouds_decoded.project               INFO        [cloud_properties] Completed in 2.9s
diff --git a/logs/S2A_MSIL1C_20160529T182922_N0500_R027_T11RLP_20231010T170153/pipeline.log b/logs/S2A_MSIL1C_20160529T182922_N0500_R027_T11RLP_20231010T170153/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..b09e2c456da715f5c4698939af0e0cdda51d68d1
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160529T182922_N0500_R027_T11RLP_20231010T170153/pipeline.log
@@ -0,0 +1,36 @@
+
+--- Run started 2026-03-26T17:51:42.921976 ---
+2026-03-26T17:51:42  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:51:42  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160529T182922_N0500_R027_T11RLP_20231010T170153
+2026-03-26T17:51:42  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:00:22  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:00:24  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+
+--- Run started 2026-03-26T18:01:57.809117 ---
+2026-03-26T18:01:57  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:01:57  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160529T182922_N0500_R027_T11RLP_20231010T170153
+2026-03-26T18:01:57  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:02:02  clouds_decoded.modules.cloud_mask.processor  INFO      Loading SegFormerB2-S2-unambiguous cloud mask model on cuda
+2026-03-26T18:02:08  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:02:08  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:02:56  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1076407/1091688 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:02:59  clouds_decoded.project               INFO        [cloud_mask] Completed in 56.4s
+2026-03-26T18:03:02  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:03:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 32.2 seconds
+2026-03-26T18:03:35  clouds_decoded.project               INFO        [cloud_height] Completed in 35.8s
+2026-03-26T18:03:37  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 1.4%
+2026-03-26T18:03:37  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 1.4% < threshold 5%. Running fallback.
+2026-03-26T18:03:37  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:03:37  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:03:37  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:03:37  clouds_decoded.project               INFO        [albedo] Completed in 2.8s
+2026-03-26T18:03:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:03:58  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:03:58  clouds_decoded.project               INFO        [refocus] Completed in 20.1s
+2026-03-26T18:03:58  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:03:58  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:03:58  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:04:03  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:04:06  clouds_decoded.project               INFO        [cloud_properties] Completed in 8.1s
diff --git a/logs/S2A_MSIL1C_20160606T213932_N0500_R143_T02KNG_20231016T033951/pipeline.log b/logs/S2A_MSIL1C_20160606T213932_N0500_R143_T02KNG_20231016T033951/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..fbec12993b1667b11cffb059da7ac71076cfd4f1
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160606T213932_N0500_R143_T02KNG_20231016T033951/pipeline.log
@@ -0,0 +1,33 @@
+
+--- Run started 2026-03-26T11:14:44.673962 ---
+2026-03-26T11:14:44  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T11:14:44  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160606T213932_N0500_R143_T02KNG_20231016T033951
+2026-03-26T11:14:44  clouds_decoded.project               INFO      ============================================================
+
+--- Run started 2026-03-26T15:21:18.503310 ---
+2026-03-26T15:21:18  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:21:18  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160606T213932_N0500_R143_T02KNG_20231016T033951
+2026-03-26T15:21:18  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:21:44  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:21:45  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:22:14  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1382767/2239875 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:22:14  clouds_decoded.project               INFO        [cloud_mask] Completed in 30.0s
+2026-03-26T15:22:17  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:22:17  clouds_decoded.sliding_window        INFO      Sliding window: skipping 7/484 windows (no True pixels in skip_mask)
+2026-03-26T15:22:40  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 25.0 seconds
+2026-03-26T15:22:43  clouds_decoded.project               INFO        [cloud_height] Completed in 28.5s
+2026-03-26T15:22:45  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 30.8%
+2026-03-26T15:22:47  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:22:49  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:22:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:22:50  clouds_decoded.project               INFO        [albedo] Completed in 6.9s
+2026-03-26T15:22:50  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:23:14  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:23:14  clouds_decoded.project               INFO        [refocus] Completed in 23.7s
+2026-03-26T15:23:14  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:23:14  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:23:14  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:23:16  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:23:16  clouds_decoded.project               INFO        [cloud_properties] Completed in 2.9s
diff --git a/logs/S2A_MSIL1C_20160618T182922_N0500_R027_T11RLP_20231008T072041/pipeline.log b/logs/S2A_MSIL1C_20160618T182922_N0500_R027_T11RLP_20231008T072041/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..bd00086498241aa06d0890af0830f4b09fe3fe10
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160618T182922_N0500_R027_T11RLP_20231008T072041/pipeline.log
@@ -0,0 +1,33 @@
+
+--- Run started 2026-03-26T17:53:59.608494 ---
+2026-03-26T17:53:59  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:53:59  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160618T182922_N0500_R027_T11RLP_20231008T072041
+2026-03-26T17:53:59  clouds_decoded.project               INFO      ============================================================
+
+--- Run started 2026-03-26T18:02:02.814728 ---
+2026-03-26T18:02:02  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:02:02  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160618T182922_N0500_R027_T11RLP_20231008T072041
+2026-03-26T18:02:02  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:02:59  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:02:59  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:03:41  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3538801/5930441 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:03:42  clouds_decoded.project               INFO        [cloud_mask] Completed in 43.6s
+2026-03-26T18:03:45  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:03:45  clouds_decoded.sliding_window        INFO      Sliding window: skipping 5/484 windows (no True pixels in skip_mask)
+2026-03-26T18:04:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 28.0 seconds
+2026-03-26T18:04:14  clouds_decoded.project               INFO        [cloud_height] Completed in 31.3s
+2026-03-26T18:04:16  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 33.5%
+2026-03-26T18:04:19  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:04:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:04:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:04:21  clouds_decoded.project               INFO        [albedo] Completed in 7.6s
+2026-03-26T18:04:21  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:05:13  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:05:13  clouds_decoded.project               INFO        [refocus] Completed in 51.2s
+2026-03-26T18:05:13  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:05:13  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:05:13  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:05:16  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:05:17  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.8s
diff --git a/logs/S2A_MSIL1C_20160619T011652_N0500_R031_T54SVC_20231007T033738/pipeline.log b/logs/S2A_MSIL1C_20160619T011652_N0500_R031_T54SVC_20231007T033738/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..a3e908ffc7f6959c5abe84c9afc73540959302dd
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160619T011652_N0500_R031_T54SVC_20231007T033738/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:50:06.843665 ---
+2026-03-26T22:50:06  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:50:06  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160619T011652_N0500_R031_T54SVC_20231007T033738
+2026-03-26T22:50:06  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:52:00  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:52:05  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:53:25  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1456907/1827029 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:53:28  clouds_decoded.project               INFO        [cloud_mask] Completed in 88.6s
+2026-03-26T22:53:33  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:53:33  clouds_decoded.sliding_window        INFO      Sliding window: skipping 85/484 windows (no True pixels in skip_mask)
+2026-03-26T22:53:58  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 29.7 seconds
+2026-03-26T22:54:02  clouds_decoded.project               INFO        [cloud_height] Completed in 33.1s
+2026-03-26T22:54:03  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 45.5%
+2026-03-26T22:54:08  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:54:10  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:54:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:54:12  clouds_decoded.project               INFO        [albedo] Completed in 9.8s
+2026-03-26T22:54:12  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:55:06  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:55:06  clouds_decoded.project               INFO        [refocus] Completed in 54.1s
+2026-03-26T22:55:06  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:55:06  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:55:07  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:55:10  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:55:12  clouds_decoded.project               INFO        [cloud_properties] Completed in 5.8s
diff --git a/logs/S2A_MSIL1C_20160623T143752_N0500_R096_T21PTT_20231007T194022/pipeline.log b/logs/S2A_MSIL1C_20160623T143752_N0500_R096_T21PTT_20231007T194022/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..d6a9cba12d0eec87a5a13ccabda3c54dc93aecc8
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160623T143752_N0500_R096_T21PTT_20231007T194022/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:40:07.914755 ---
+2026-03-26T19:40:07  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:40:07  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160623T143752_N0500_R096_T21PTT_20231007T194022
+2026-03-26T19:40:07  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:42:54  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:42:55  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:43:28  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 620277/3029209 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:43:29  clouds_decoded.project               INFO        [cloud_mask] Completed in 34.7s
+2026-03-26T19:43:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:43:31  clouds_decoded.sliding_window        INFO      Sliding window: skipping 13/484 windows (no True pixels in skip_mask)
+2026-03-26T19:44:07  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 37.7 seconds
+2026-03-26T19:44:26  clouds_decoded.project               INFO        [cloud_height] Completed in 57.3s
+2026-03-26T19:44:30  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 85.7%
+2026-03-26T19:44:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:44:35  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:44:35  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:44:36  clouds_decoded.project               INFO        [albedo] Completed in 9.5s
+2026-03-26T19:44:36  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:45:34  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:45:34  clouds_decoded.project               INFO        [refocus] Completed in 58.0s
+2026-03-26T19:45:34  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:45:34  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:45:35  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:45:44  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:45:45  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.1s
diff --git a/logs/S2A_MSIL1C_20160713T143752_N0500_R096_T21PTT_20230929T112656/pipeline.log b/logs/S2A_MSIL1C_20160713T143752_N0500_R096_T21PTT_20230929T112656/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1604984975ec557392b5b03dbefba92f2d17645e
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160713T143752_N0500_R096_T21PTT_20230929T112656/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:41:11.489449 ---
+2026-03-26T19:41:11  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:41:11  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160713T143752_N0500_R096_T21PTT_20230929T112656
+2026-03-26T19:41:11  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:43:29  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:43:29  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:44:31  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 522759/2393543 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:44:32  clouds_decoded.project               INFO        [cloud_mask] Completed in 63.3s
+2026-03-26T19:44:34  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:44:35  clouds_decoded.sliding_window        INFO      Sliding window: skipping 15/484 windows (no True pixels in skip_mask)
+2026-03-26T19:45:05  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 32.6 seconds
+2026-03-26T19:45:24  clouds_decoded.project               INFO        [cloud_height] Completed in 52.1s
+2026-03-26T19:45:26  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 88.9%
+2026-03-26T19:45:30  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:45:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:45:34  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:45:34  clouds_decoded.project               INFO        [albedo] Completed in 9.6s
+2026-03-26T19:45:34  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:47:13  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:47:13  clouds_decoded.project               INFO        [refocus] Completed in 98.6s
+2026-03-26T19:47:13  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:47:13  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:47:14  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:47:24  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:47:25  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.9s
diff --git a/logs/S2A_MSIL1C_20160716T213932_N0500_R143_T02KNG_20230929T114617/pipeline.log b/logs/S2A_MSIL1C_20160716T213932_N0500_R143_T02KNG_20230929T114617/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..01f73514c21da40ff78e47c34204b3f806e14390
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160716T213932_N0500_R143_T02KNG_20230929T114617/pipeline.log
@@ -0,0 +1,34 @@
+
+--- Run started 2026-03-26T11:19:52.874379 ---
+2026-03-26T11:19:52  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T11:19:52  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160716T213932_N0500_R143_T02KNG_20230929T114617
+2026-03-26T11:19:52  clouds_decoded.project               INFO      ============================================================
+
+--- Run started 2026-03-26T15:21:22.969410 ---
+2026-03-26T15:21:22  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:21:22  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160716T213932_N0500_R143_T02KNG_20230929T114617
+2026-03-26T15:21:22  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:22:14  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:22:15  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:22:47  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1195118/1195973 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:22:48  clouds_decoded.project               INFO        [cloud_mask] Completed in 33.2s
+2026-03-26T15:22:50  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:23:12  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 24.4 seconds
+2026-03-26T15:23:16  clouds_decoded.project               INFO        [cloud_height] Completed in 27.9s
+2026-03-26T15:23:17  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 1.4%
+2026-03-26T15:23:17  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 1.4% < threshold 5%. Running fallback.
+2026-03-26T15:23:17  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T15:23:18  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Loaded data-driven albedo model from /home/ali/.local/share/clouds-decoded/models/albedo_datadriven/default.pth (device=cuda)
+2026-03-26T15:23:19  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T15:23:19  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T15:23:19  clouds_decoded.project               INFO        [albedo] Completed in 3.2s
+2026-03-26T15:23:19  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:23:42  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:23:42  clouds_decoded.project               INFO        [refocus] Completed in 23.2s
+2026-03-26T15:23:42  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:23:42  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:23:43  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:23:45  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:23:47  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.9s
diff --git a/logs/S2A_MSIL1C_20160728T182922_N0500_R027_T11RLP_20231005T183214/pipeline.log b/logs/S2A_MSIL1C_20160728T182922_N0500_R027_T11RLP_20231005T183214/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..fbd1dd20bbd0daecad89fa8e9c29b19b724e12b5
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160728T182922_N0500_R027_T11RLP_20231005T183214/pipeline.log
@@ -0,0 +1,33 @@
+
+--- Run started 2026-03-26T17:55:45.519032 ---
+2026-03-26T17:55:45  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:55:45  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160728T182922_N0500_R027_T11RLP_20231005T183214
+2026-03-26T17:55:45  clouds_decoded.project               INFO      ============================================================
+
+--- Run started 2026-03-26T18:02:10.027628 ---
+2026-03-26T18:02:10  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:02:10  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160728T182922_N0500_R027_T11RLP_20231005T183214
+2026-03-26T18:02:10  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:03:42  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:03:43  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:04:19  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 5251510/5453704 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:04:20  clouds_decoded.project               INFO        [cloud_mask] Completed in 37.5s
+2026-03-26T18:04:23  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:04:23  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T18:05:00  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 40.0 seconds
+2026-03-26T18:05:05  clouds_decoded.project               INFO        [cloud_height] Completed in 44.9s
+2026-03-26T18:05:07  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 11.7%
+2026-03-26T18:05:12  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:05:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:05:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:05:15  clouds_decoded.project               INFO        [albedo] Completed in 10.2s
+2026-03-26T18:05:15  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:05:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:05:49  clouds_decoded.project               INFO        [refocus] Completed in 34.6s
+2026-03-26T18:05:50  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:05:50  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:05:51  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:05:58  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:06:00  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.7s
diff --git a/logs/S2A_MSIL1C_20160729T011702_N0500_R031_T54SVC_20231001T235725/pipeline.log b/logs/S2A_MSIL1C_20160729T011702_N0500_R031_T54SVC_20231001T235725/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..f782a4776377d67248f8a1b69dc0d2020213ea1f
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160729T011702_N0500_R031_T54SVC_20231001T235725/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:50:54.180514 ---
+2026-03-26T22:50:54  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:50:54  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160729T011702_N0500_R031_T54SVC_20231001T235725
+2026-03-26T22:50:54  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:53:28  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:53:29  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:54:02  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1025838/2442555 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:54:03  clouds_decoded.project               INFO        [cloud_mask] Completed in 34.5s
+2026-03-26T22:54:06  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:54:06  clouds_decoded.sliding_window        INFO      Sliding window: skipping 97/484 windows (no True pixels in skip_mask)
+2026-03-26T22:54:59  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 56.0 seconds
+2026-03-26T22:55:05  clouds_decoded.project               INFO        [cloud_height] Completed in 61.6s
+2026-03-26T22:55:06  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 76.7%
+2026-03-26T22:55:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:55:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:55:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:55:15  clouds_decoded.project               INFO        [albedo] Completed in 10.1s
+2026-03-26T22:55:15  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:56:14  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:56:14  clouds_decoded.project               INFO        [refocus] Completed in 59.6s
+2026-03-26T22:56:14  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:56:15  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:56:16  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:56:24  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:56:25  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.6s
diff --git a/logs/S2A_MSIL1C_20160804T181922_N0500_R127_T11RLP_20230922T173304/pipeline.log b/logs/S2A_MSIL1C_20160804T181922_N0500_R127_T11RLP_20230922T173304/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..d35e440f86e0b13be81fd10e229799988d4d500e
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160804T181922_N0500_R127_T11RLP_20230922T173304/pipeline.log
@@ -0,0 +1,34 @@
+
+--- Run started 2026-03-26T18:00:22.982731 ---
+2026-03-26T18:00:22  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:00:22  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160804T181922_N0500_R127_T11RLP_20230922T173304
+2026-03-26T18:00:22  clouds_decoded.project               INFO      ============================================================
+
+--- Run started 2026-03-26T18:02:18.120381 ---
+2026-03-26T18:02:18  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:02:18  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160804T181922_N0500_R127_T11RLP_20230922T173304
+2026-03-26T18:02:18  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:04:20  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:04:20  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:05:03  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 100940/101036 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:05:04  clouds_decoded.project               INFO        [cloud_mask] Completed in 44.6s
+2026-03-26T18:05:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:05:08  clouds_decoded.sliding_window        INFO      Sliding window: skipping 395/484 windows (no True pixels in skip_mask)
+2026-03-26T18:05:13  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 8.7 seconds
+2026-03-26T18:05:18  clouds_decoded.project               INFO        [cloud_height] Completed in 13.1s
+2026-03-26T18:05:20  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T18:05:20  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T18:05:20  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:05:33  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:05:33  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:05:51  clouds_decoded.project               INFO        [albedo] Completed in 32.8s
+2026-03-26T18:05:51  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:08:28  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:08:28  clouds_decoded.project               INFO        [refocus] Completed in 157.5s
+2026-03-26T18:08:28  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:08:29  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:08:30  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:08:40  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:08:41  clouds_decoded.project               INFO        [cloud_properties] Completed in 12.9s
diff --git a/logs/S2A_MSIL1C_20160805T213932_N0500_R143_T02KNG_20230924T045928/pipeline.log b/logs/S2A_MSIL1C_20160805T213932_N0500_R143_T02KNG_20230924T045928/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..4ed948117f283cea1b20400270d672c1f7755ac5
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160805T213932_N0500_R143_T02KNG_20230924T045928/pipeline.log
@@ -0,0 +1,33 @@
+
+--- Run started 2026-03-26T11:26:52.373063 ---
+2026-03-26T11:26:52  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T11:26:52  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160805T213932_N0500_R143_T02KNG_20230924T045928
+2026-03-26T11:26:52  clouds_decoded.project               INFO      ============================================================
+
+--- Run started 2026-03-26T15:21:27.843959 ---
+2026-03-26T15:21:27  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:21:27  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160805T213932_N0500_R143_T02KNG_20230924T045928
+2026-03-26T15:21:27  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:22:48  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:22:48  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:23:19  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2786242/4308472 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:23:21  clouds_decoded.project               INFO        [cloud_mask] Completed in 32.9s
+2026-03-26T15:23:23  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:23:23  clouds_decoded.sliding_window        INFO      Sliding window: skipping 19/484 windows (no True pixels in skip_mask)
+2026-03-26T15:23:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 23.3 seconds
+2026-03-26T15:23:47  clouds_decoded.project               INFO        [cloud_height] Completed in 26.4s
+2026-03-26T15:23:49  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 52.2%
+2026-03-26T15:23:52  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:23:54  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:23:54  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:23:54  clouds_decoded.project               INFO        [albedo] Completed in 7.2s
+2026-03-26T15:23:54  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:24:18  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:24:18  clouds_decoded.project               INFO        [refocus] Completed in 24.0s
+2026-03-26T15:24:18  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:24:18  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:24:19  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:24:20  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:24:22  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.4s
diff --git a/logs/S2A_MSIL1C_20160812T143752_N0500_R096_T21PTT_20231024T043728/pipeline.log b/logs/S2A_MSIL1C_20160812T143752_N0500_R096_T21PTT_20231024T043728/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..9dd7baeec04bb6ec5d4393f8146c0276b0291fea
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160812T143752_N0500_R096_T21PTT_20231024T043728/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:42:09.069964 ---
+2026-03-26T19:42:09  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:42:09  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160812T143752_N0500_R096_T21PTT_20231024T043728
+2026-03-26T19:42:09  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:44:32  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:44:33  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:45:25  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3649712/6233527 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:45:27  clouds_decoded.project               INFO        [cloud_mask] Completed in 54.3s
+2026-03-26T19:45:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:46:11  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 44.3 seconds
+2026-03-26T19:47:03  clouds_decoded.project               INFO        [cloud_height] Completed in 96.1s
+2026-03-26T19:47:04  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 33.2%
+2026-03-26T19:47:08  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:47:10  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:47:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:47:11  clouds_decoded.project               INFO        [albedo] Completed in 8.3s
+2026-03-26T19:47:11  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:47:59  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:47:59  clouds_decoded.project               INFO        [refocus] Completed in 47.6s
+2026-03-26T19:47:59  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:47:59  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:48:00  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:48:28  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:48:29  clouds_decoded.project               INFO        [cloud_properties] Completed in 29.5s
diff --git a/logs/S2A_MSIL1C_20160818T011652_N0500_R031_T54SVC_20231003T233425/pipeline.log b/logs/S2A_MSIL1C_20160818T011652_N0500_R031_T54SVC_20231003T233425/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..f045afa0de3a59ff6c826a39b9bfe47ebb7770f8
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160818T011652_N0500_R031_T54SVC_20231003T233425/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T22:51:28.187195 ---
+2026-03-26T22:51:28  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:51:28  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160818T011652_N0500_R031_T54SVC_20231003T233425
+2026-03-26T22:51:28  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:54:03  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:54:03  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:55:04  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2317646/4051506 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:55:05  clouds_decoded.project               INFO        [cloud_mask] Completed in 62.2s
+2026-03-26T22:55:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:56:05  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 60.3 seconds
+2026-03-26T22:56:08  clouds_decoded.project               INFO        [cloud_height] Completed in 63.3s
+2026-03-26T22:56:11  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 39.9%
+2026-03-26T22:56:17  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:56:19  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:56:20  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:56:20  clouds_decoded.project               INFO        [albedo] Completed in 11.6s
+2026-03-26T22:56:20  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:56:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:56:48  clouds_decoded.project               INFO        [refocus] Completed in 28.3s
+2026-03-26T22:56:48  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:56:49  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:56:50  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:56:58  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:57:00  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.2s
diff --git a/logs/S2A_MSIL1C_20160906T182922_N0500_R027_T11RLP_20230929T071255/pipeline.log b/logs/S2A_MSIL1C_20160906T182922_N0500_R027_T11RLP_20230929T071255/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..3aefadb2154121c16a1554ab883c36730fa2670b
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160906T182922_N0500_R027_T11RLP_20230929T071255/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T18:02:59.333160 ---
+2026-03-26T18:02:59  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:02:59  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160906T182922_N0500_R027_T11RLP_20230929T071255
+2026-03-26T18:02:59  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:05:04  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:05:05  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:05:40  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1430284/1452938 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:05:41  clouds_decoded.project               INFO        [cloud_mask] Completed in 36.7s
+2026-03-26T18:05:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:06:18  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 37.1 seconds
+2026-03-26T18:06:55  clouds_decoded.project               INFO        [cloud_height] Completed in 73.5s
+2026-03-26T18:07:22  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 6.4%
+2026-03-26T18:07:59  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:08:10  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:08:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:08:11  clouds_decoded.project               INFO        [albedo] Completed in 76.4s
+2026-03-26T18:08:11  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:08:53  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:08:53  clouds_decoded.project               INFO        [refocus] Completed in 41.9s
+2026-03-26T18:08:53  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:08:53  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:08:54  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:08:55  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:08:56  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.4s
diff --git a/logs/S2A_MSIL1C_20160911T143742_N0500_R096_T21PTT_20230923T171926/pipeline.log b/logs/S2A_MSIL1C_20160911T143742_N0500_R096_T21PTT_20230923T171926/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..50d2663cbdd4ac83edd2b2fd5a94aa253b7479e5
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160911T143742_N0500_R096_T21PTT_20230923T171926/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:42:54.679442 ---
+2026-03-26T19:42:54  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:42:54  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160911T143742_N0500_R096_T21PTT_20230923T171926
+2026-03-26T19:42:54  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:45:27  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:45:27  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:47:04  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 812969/2521049 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:47:05  clouds_decoded.project               INFO        [cloud_mask] Completed in 98.6s
+2026-03-26T19:47:09  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:47:09  clouds_decoded.sliding_window        INFO      Sliding window: skipping 52/484 windows (no True pixels in skip_mask)
+2026-03-26T19:47:39  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 33.4 seconds
+2026-03-26T19:47:49  clouds_decoded.project               INFO        [cloud_height] Completed in 43.9s
+2026-03-26T19:47:50  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 82.0%
+2026-03-26T19:47:53  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:47:56  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:47:56  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:47:56  clouds_decoded.project               INFO        [albedo] Completed in 7.4s
+2026-03-26T19:47:56  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:49:20  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:49:20  clouds_decoded.project               INFO        [refocus] Completed in 83.2s
+2026-03-26T19:49:20  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:49:20  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:49:22  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:49:29  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:49:30  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.1s
diff --git a/logs/S2A_MSIL1C_20160914T213922_N0500_R143_T02KNG_20230929T052950/pipeline.log b/logs/S2A_MSIL1C_20160914T213922_N0500_R143_T02KNG_20230929T052950/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..d1242f86eefd12088b3d3546eb39a1a702a33fdd
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160914T213922_N0500_R143_T02KNG_20230929T052950/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:21:44.986709 ---
+2026-03-26T15:21:44  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:21:44  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160914T213922_N0500_R143_T02KNG_20230929T052950
+2026-03-26T15:21:44  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:23:21  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:23:21  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:23:52  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 6257790/6377635 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:23:53  clouds_decoded.project               INFO        [cloud_mask] Completed in 32.2s
+2026-03-26T15:23:56  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:24:17  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 24.7 seconds
+2026-03-26T15:24:21  clouds_decoded.project               INFO        [cloud_height] Completed in 28.0s
+2026-03-26T15:24:23  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.4%
+2026-03-26T15:24:23  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.4% < threshold 5%. Running fallback.
+2026-03-26T15:24:23  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T15:24:23  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T15:24:23  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T15:24:23  clouds_decoded.project               INFO        [albedo] Completed in 2.2s
+2026-03-26T15:24:23  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:24:43  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:24:43  clouds_decoded.project               INFO        [refocus] Completed in 20.0s
+2026-03-26T15:24:43  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:24:43  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:24:44  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:24:45  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:24:47  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.2s
diff --git a/logs/S2A_MSIL1C_20160927T011652_N0500_R031_T54SVC_20230929T162007/pipeline.log b/logs/S2A_MSIL1C_20160927T011652_N0500_R031_T54SVC_20230929T162007/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..d737a6b36c1f6aab083803e2050947c184e87afc
--- /dev/null
+++ b/logs/S2A_MSIL1C_20160927T011652_N0500_R031_T54SVC_20230929T162007/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:52:00.378076 ---
+2026-03-26T22:52:00  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:52:00  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20160927T011652_N0500_R031_T54SVC_20230929T162007
+2026-03-26T22:52:00  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:55:05  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:55:06  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:56:07  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1307192/1828311 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:56:08  clouds_decoded.project               INFO        [cloud_mask] Completed in 62.8s
+2026-03-26T22:56:12  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:56:12  clouds_decoded.sliding_window        INFO      Sliding window: skipping 15/484 windows (no True pixels in skip_mask)
+2026-03-26T22:56:40  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 31.5 seconds
+2026-03-26T22:56:43  clouds_decoded.project               INFO        [cloud_height] Completed in 34.3s
+2026-03-26T22:56:45  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 63.5%
+2026-03-26T22:56:51  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:56:53  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:56:54  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:56:55  clouds_decoded.project               INFO        [albedo] Completed in 11.9s
+2026-03-26T22:56:55  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:57:26  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:57:26  clouds_decoded.project               INFO        [refocus] Completed in 31.8s
+2026-03-26T22:57:27  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:57:27  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:57:27  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:57:31  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:57:33  clouds_decoded.project               INFO        [cloud_properties] Completed in 6.7s
diff --git a/logs/S2A_MSIL1C_20161004T213922_N0500_R143_T02KNG_20230922T095633/pipeline.log b/logs/S2A_MSIL1C_20161004T213922_N0500_R143_T02KNG_20230922T095633/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e4683fa34ab6e9372aa39b55c3c43e4ae782c0b6
--- /dev/null
+++ b/logs/S2A_MSIL1C_20161004T213922_N0500_R143_T02KNG_20230922T095633/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:22:14.988178 ---
+2026-03-26T15:22:14  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:22:14  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20161004T213922_N0500_R143_T02KNG_20230922T095633
+2026-03-26T15:22:14  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:23:53  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:23:53  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:24:24  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 688585/1474127 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:24:25  clouds_decoded.project               INFO        [cloud_mask] Completed in 32.6s
+2026-03-26T15:24:28  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:24:28  clouds_decoded.sliding_window        INFO      Sliding window: skipping 228/484 windows (no True pixels in skip_mask)
+2026-03-26T15:24:40  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 14.7 seconds
+2026-03-26T15:24:43  clouds_decoded.project               INFO        [cloud_height] Completed in 17.8s
+2026-03-26T15:24:45  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 88.3%
+2026-03-26T15:24:48  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:24:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:24:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:24:50  clouds_decoded.project               INFO        [albedo] Completed in 6.6s
+2026-03-26T15:24:50  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:25:15  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:25:15  clouds_decoded.project               INFO        [refocus] Completed in 25.5s
+2026-03-26T15:25:15  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:25:15  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:25:16  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:25:18  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:25:18  clouds_decoded.project               INFO        [cloud_properties] Completed in 2.7s
diff --git a/logs/S2A_MSIL1C_20161016T183342_N0500_R027_T11RLP_20230928T094427/pipeline.log b/logs/S2A_MSIL1C_20161016T183342_N0500_R027_T11RLP_20230928T094427/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..c6997f7601769969f294d32ad07f5b536b36f516
--- /dev/null
+++ b/logs/S2A_MSIL1C_20161016T183342_N0500_R027_T11RLP_20230928T094427/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:03:42.828353 ---
+2026-03-26T18:03:42  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:03:42  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20161016T183342_N0500_R027_T11RLP_20230928T094427
+2026-03-26T18:03:42  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:05:41  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:05:42  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:07:59  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2850437/2956263 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:08:08  clouds_decoded.project               INFO        [cloud_mask] Completed in 147.3s
+2026-03-26T18:08:17  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:08:17  clouds_decoded.sliding_window        INFO      Sliding window: skipping 5/484 windows (no True pixels in skip_mask)
+2026-03-26T18:08:50  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 41.5 seconds
+2026-03-26T18:08:54  clouds_decoded.project               INFO        [cloud_height] Completed in 45.6s
+2026-03-26T18:08:55  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 14.2%
+2026-03-26T18:08:58  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:09:00  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:09:00  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:09:01  clouds_decoded.project               INFO        [albedo] Completed in 6.7s
+2026-03-26T18:09:01  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:10:07  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:10:07  clouds_decoded.project               INFO        [refocus] Completed in 66.1s
+2026-03-26T18:10:07  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:10:07  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:10:08  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:10:18  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:10:20  clouds_decoded.project               INFO        [cloud_properties] Completed in 13.4s
diff --git a/logs/S2A_MSIL1C_20161027T012652_N0500_R031_T54SVC_20230929T083927/pipeline.log b/logs/S2A_MSIL1C_20161027T012652_N0500_R031_T54SVC_20230929T083927/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..6172be1db7bdb821c61817ce5bc1517dc08d4a68
--- /dev/null
+++ b/logs/S2A_MSIL1C_20161027T012652_N0500_R031_T54SVC_20230929T083927/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:53:28.959843 ---
+2026-03-26T22:53:28  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:53:28  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20161027T012652_N0500_R031_T54SVC_20230929T083927
+2026-03-26T22:53:28  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:56:08  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:56:08  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:56:41  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3083916/4704347 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:56:42  clouds_decoded.project               INFO        [cloud_mask] Completed in 34.4s
+2026-03-26T22:56:46  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:56:46  clouds_decoded.sliding_window        INFO      Sliding window: skipping 5/484 windows (no True pixels in skip_mask)
+2026-03-26T22:57:20  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 36.7 seconds
+2026-03-26T22:57:26  clouds_decoded.project               INFO        [cloud_height] Completed in 43.1s
+2026-03-26T22:57:29  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 41.3%
+2026-03-26T22:57:34  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:57:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:57:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:57:38  clouds_decoded.project               INFO        [albedo] Completed in 11.6s
+2026-03-26T22:57:38  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:57:54  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:57:54  clouds_decoded.project               INFO        [refocus] Completed in 16.6s
+2026-03-26T22:57:54  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:57:55  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:57:55  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:57:59  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:58:01  clouds_decoded.project               INFO        [cloud_properties] Completed in 6.5s
diff --git a/logs/S2A_MSIL1C_20161031T143752_N0500_R096_T21PTT_20230928T192021/pipeline.log b/logs/S2A_MSIL1C_20161031T143752_N0500_R096_T21PTT_20230928T192021/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..4915d275fb1b014fec080190ef86ec38d61ce2f7
--- /dev/null
+++ b/logs/S2A_MSIL1C_20161031T143752_N0500_R096_T21PTT_20230928T192021/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:43:29.372620 ---
+2026-03-26T19:43:29  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:43:29  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20161031T143752_N0500_R096_T21PTT_20230928T192021
+2026-03-26T19:43:29  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:47:05  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:47:06  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:47:50  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1886259/4488121 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:47:52  clouds_decoded.project               INFO        [cloud_mask] Completed in 46.6s
+2026-03-26T19:47:55  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:47:55  clouds_decoded.sliding_window        INFO      Sliding window: skipping 3/484 windows (no True pixels in skip_mask)
+2026-03-26T19:48:29  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 37.5 seconds
+2026-03-26T19:49:10  clouds_decoded.project               INFO        [cloud_height] Completed in 78.2s
+2026-03-26T19:49:11  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 67.0%
+2026-03-26T19:49:16  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:49:19  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:49:19  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:49:20  clouds_decoded.project               INFO        [albedo] Completed in 10.0s
+2026-03-26T19:49:20  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:50:15  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:50:15  clouds_decoded.project               INFO        [refocus] Completed in 55.2s
+2026-03-26T19:50:15  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:50:15  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:50:16  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:50:25  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:50:25  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.3s
diff --git a/logs/S2A_MSIL1C_20161105T183542_N0500_R027_T11RLP_20230922T013102/pipeline.log b/logs/S2A_MSIL1C_20161105T183542_N0500_R027_T11RLP_20230922T013102/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..eabacdb10b96287002a05636dbba94cf19c53a07
--- /dev/null
+++ b/logs/S2A_MSIL1C_20161105T183542_N0500_R027_T11RLP_20230922T013102/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:04:20.320279 ---
+2026-03-26T18:04:20  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:04:20  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20161105T183542_N0500_R027_T11RLP_20230922T013102
+2026-03-26T18:04:20  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:08:08  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:08:09  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:08:56  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 737395/767978 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:08:57  clouds_decoded.project               INFO        [cloud_mask] Completed in 48.6s
+2026-03-26T18:09:00  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:09:00  clouds_decoded.sliding_window        INFO      Sliding window: skipping 259/484 windows (no True pixels in skip_mask)
+2026-03-26T18:09:54  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 57.0 seconds
+2026-03-26T18:10:00  clouds_decoded.project               INFO        [cloud_height] Completed in 63.5s
+2026-03-26T18:10:03  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 86.0%
+2026-03-26T18:10:09  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:10:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:10:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:10:11  clouds_decoded.project               INFO        [albedo] Completed in 10.3s
+2026-03-26T18:10:11  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:11:19  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:11:19  clouds_decoded.project               INFO        [refocus] Completed in 68.0s
+2026-03-26T18:11:19  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:11:19  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:11:20  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:11:35  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:11:36  clouds_decoded.project               INFO        [cloud_properties] Completed in 16.9s
diff --git a/logs/S2A_MSIL1C_20161106T011832_N0500_R031_T54SVC_20230926T161133/pipeline.log b/logs/S2A_MSIL1C_20161106T011832_N0500_R031_T54SVC_20230926T161133/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..578d90106baf7c789cc9f06f880cae71954a0e86
--- /dev/null
+++ b/logs/S2A_MSIL1C_20161106T011832_N0500_R031_T54SVC_20230926T161133/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:54:03.497462 ---
+2026-03-26T22:54:03  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:54:03  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20161106T011832_N0500_R031_T54SVC_20230926T161133
+2026-03-26T22:54:03  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:56:42  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:56:43  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:57:24  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 216371/1838251 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:57:25  clouds_decoded.project               INFO        [cloud_mask] Completed in 43.1s
+2026-03-26T22:57:29  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:57:29  clouds_decoded.sliding_window        INFO      Sliding window: skipping 171/484 windows (no True pixels in skip_mask)
+2026-03-26T22:57:43  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 17.0 seconds
+2026-03-26T22:57:46  clouds_decoded.project               INFO        [cloud_height] Completed in 20.1s
+2026-03-26T22:57:48  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 93.2%
+2026-03-26T22:57:51  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:57:52  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:57:53  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:57:53  clouds_decoded.project               INFO        [albedo] Completed in 6.8s
+2026-03-26T22:57:53  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:59:03  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:59:03  clouds_decoded.project               INFO        [refocus] Completed in 70.2s
+2026-03-26T22:59:03  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:59:03  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:59:04  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:59:19  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:59:20  clouds_decoded.project               INFO        [cloud_properties] Completed in 16.7s
diff --git a/logs/S2A_MSIL1C_20161110T143752_N0500_R096_T21PTT_20230926T092759/pipeline.log b/logs/S2A_MSIL1C_20161110T143752_N0500_R096_T21PTT_20230926T092759/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..4ba43dafe6e1d2678f0bc289baf5959345962d4a
--- /dev/null
+++ b/logs/S2A_MSIL1C_20161110T143752_N0500_R096_T21PTT_20230926T092759/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:44:32.685953 ---
+2026-03-26T19:44:32  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:44:32  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20161110T143752_N0500_R096_T21PTT_20230926T092759
+2026-03-26T19:44:32  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:47:52  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:47:52  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:49:11  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3420677/3887090 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:49:12  clouds_decoded.project               INFO        [cloud_mask] Completed in 80.3s
+2026-03-26T19:49:17  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:49:58  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 46.1 seconds
+2026-03-26T19:50:08  clouds_decoded.project               INFO        [cloud_height] Completed in 56.2s
+2026-03-26T19:50:11  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 5.7%
+2026-03-26T19:50:16  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:50:19  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:50:19  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:50:19  clouds_decoded.project               INFO        [albedo] Completed in 10.9s
+2026-03-26T19:50:19  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:50:54  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:50:54  clouds_decoded.project               INFO        [refocus] Completed in 34.2s
+2026-03-26T19:50:54  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:50:54  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:50:55  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:51:08  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:51:10  clouds_decoded.project               INFO        [cloud_properties] Completed in 16.4s
diff --git a/logs/S2A_MSIL1C_20161113T213932_N0500_R143_T02KNG_20230921T162958/pipeline.log b/logs/S2A_MSIL1C_20161113T213932_N0500_R143_T02KNG_20230921T162958/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1bc4aab5bd610ca4e203e7462297e83a94029bfb
--- /dev/null
+++ b/logs/S2A_MSIL1C_20161113T213932_N0500_R143_T02KNG_20230921T162958/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:22:48.210163 ---
+2026-03-26T15:22:48  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:22:48  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20161113T213932_N0500_R143_T02KNG_20230921T162958
+2026-03-26T15:22:48  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:24:25  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:24:26  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:24:52  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2478807/4431705 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:24:53  clouds_decoded.project               INFO        [cloud_mask] Completed in 27.5s
+2026-03-26T15:24:56  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:24:56  clouds_decoded.sliding_window        INFO      Sliding window: skipping 3/484 windows (no True pixels in skip_mask)
+2026-03-26T15:25:16  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 22.9 seconds
+2026-03-26T15:25:20  clouds_decoded.project               INFO        [cloud_height] Completed in 26.8s
+2026-03-26T15:25:22  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 42.3%
+2026-03-26T15:25:24  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:25:26  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:25:26  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:25:27  clouds_decoded.project               INFO        [albedo] Completed in 6.9s
+2026-03-26T15:25:27  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:25:50  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:25:50  clouds_decoded.project               INFO        [refocus] Completed in 23.7s
+2026-03-26T15:25:50  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:25:50  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:25:51  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:25:53  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:25:54  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.2s
diff --git a/logs/S2A_MSIL1C_20161213T213922_N0500_R143_T02KNG_20230916T002043/pipeline.log b/logs/S2A_MSIL1C_20161213T213922_N0500_R143_T02KNG_20230916T002043/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..f27fde32ac4cdfc2f93b5199fbe522c6272ab654
--- /dev/null
+++ b/logs/S2A_MSIL1C_20161213T213922_N0500_R143_T02KNG_20230916T002043/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:23:21.144873 ---
+2026-03-26T15:23:21  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:23:21  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20161213T213922_N0500_R143_T02KNG_20230916T002043
+2026-03-26T15:23:21  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:24:53  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:24:54  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:25:23  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2798353/2834577 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:25:24  clouds_decoded.project               INFO        [cloud_mask] Completed in 31.2s
+2026-03-26T15:25:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:25:47  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 23.4 seconds
+2026-03-26T15:25:51  clouds_decoded.project               INFO        [cloud_height] Completed in 26.8s
+2026-03-26T15:25:53  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T15:25:53  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T15:25:53  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T15:25:54  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T15:25:54  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T15:25:54  clouds_decoded.project               INFO        [albedo] Completed in 2.9s
+2026-03-26T15:25:54  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:26:14  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:26:14  clouds_decoded.project               INFO        [refocus] Completed in 20.6s
+2026-03-26T15:26:15  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:26:15  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:26:15  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:26:20  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:26:23  clouds_decoded.project               INFO        [cloud_properties] Completed in 8.7s
diff --git a/logs/S2A_MSIL1C_20161215T183752_N0500_R027_T11RLP_20231031T003638/pipeline.log b/logs/S2A_MSIL1C_20161215T183752_N0500_R027_T11RLP_20231031T003638/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..64f5a29dd35553203374953827fbecfc74b8bf7f
--- /dev/null
+++ b/logs/S2A_MSIL1C_20161215T183752_N0500_R027_T11RLP_20231031T003638/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:05:04.882882 ---
+2026-03-26T18:05:04  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:05:04  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20161215T183752_N0500_R027_T11RLP_20231031T003638
+2026-03-26T18:05:04  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:08:57  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:08:57  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:09:59  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1346173/1347541 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:10:00  clouds_decoded.project               INFO        [cloud_mask] Completed in 62.9s
+2026-03-26T18:10:04  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:11:03  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 62.5 seconds
+2026-03-26T18:11:10  clouds_decoded.project               INFO        [cloud_height] Completed in 69.7s
+2026-03-26T18:11:12  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T18:11:12  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T18:11:12  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:11:13  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:11:13  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:11:13  clouds_decoded.project               INFO        [albedo] Completed in 2.8s
+2026-03-26T18:11:13  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:11:56  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:11:56  clouds_decoded.project               INFO        [refocus] Completed in 42.6s
+2026-03-26T18:11:56  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:11:56  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:11:56  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:11:58  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:12:00  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.4s
diff --git a/logs/S2A_MSIL1C_20161226T012042_N0500_R031_T54SVC_20230923T002124/pipeline.log b/logs/S2A_MSIL1C_20161226T012042_N0500_R031_T54SVC_20230923T002124/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e66dbeeb17147f45e77088e43247104d107bf19d
--- /dev/null
+++ b/logs/S2A_MSIL1C_20161226T012042_N0500_R031_T54SVC_20230923T002124/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:55:05.656865 ---
+2026-03-26T22:55:05  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:55:05  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20161226T012042_N0500_R031_T54SVC_20230923T002124
+2026-03-26T22:55:05  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:57:25  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:57:26  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:57:53  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3097229/3420552 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:57:54  clouds_decoded.project               INFO        [cloud_mask] Completed in 28.1s
+2026-03-26T22:57:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:58:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 33.0 seconds
+2026-03-26T22:58:47  clouds_decoded.project               INFO        [cloud_height] Completed in 53.8s
+2026-03-26T22:58:49  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 2.5%
+2026-03-26T22:58:49  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 2.5% < threshold 5%. Running fallback.
+2026-03-26T22:58:49  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T22:58:50  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T22:58:50  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T22:58:50  clouds_decoded.project               INFO        [albedo] Completed in 2.8s
+2026-03-26T22:58:50  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:59:30  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:59:30  clouds_decoded.project               INFO        [refocus] Completed in 40.2s
+2026-03-26T22:59:31  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:59:31  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:59:32  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:59:38  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:59:41  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.4s
diff --git a/logs/S2A_MSIL1C_20161230T143752_N0500_R096_T21PTT_20230922T032700/pipeline.log b/logs/S2A_MSIL1C_20161230T143752_N0500_R096_T21PTT_20230922T032700/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..04ec62a893d9fa7c6e5845975f9f4d03c8a2a622
--- /dev/null
+++ b/logs/S2A_MSIL1C_20161230T143752_N0500_R096_T21PTT_20230922T032700/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:45:27.019508 ---
+2026-03-26T19:45:27  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:45:27  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20161230T143752_N0500_R096_T21PTT_20230922T032700
+2026-03-26T19:45:27  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:49:12  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:49:12  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:50:07  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 280816/1165228 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:50:08  clouds_decoded.project               INFO        [cloud_mask] Completed in 56.2s
+2026-03-26T19:50:11  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:50:11  clouds_decoded.sliding_window        INFO      Sliding window: skipping 210/484 windows (no True pixels in skip_mask)
+2026-03-26T19:50:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 16.2 seconds
+2026-03-26T19:50:29  clouds_decoded.project               INFO        [cloud_height] Completed in 20.6s
+2026-03-26T19:50:33  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 94.9%
+2026-03-26T19:50:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:50:39  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:50:39  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:50:39  clouds_decoded.project               INFO        [albedo] Completed in 10.3s
+2026-03-26T19:50:39  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:51:42  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:51:42  clouds_decoded.project               INFO        [refocus] Completed in 63.1s
+2026-03-26T19:51:43  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:51:43  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:51:44  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:51:52  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:51:53  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.4s
diff --git a/logs/S2A_MSIL1C_20170102T213922_N0500_R143_T02KNG_20230916T024645/pipeline.log b/logs/S2A_MSIL1C_20170102T213922_N0500_R143_T02KNG_20230916T024645/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..9f94f678d5a613b2232c31b4693cc799b444f989
--- /dev/null
+++ b/logs/S2A_MSIL1C_20170102T213922_N0500_R143_T02KNG_20230916T024645/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T15:23:53.310124 ---
+2026-03-26T15:23:53  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:23:53  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20170102T213922_N0500_R143_T02KNG_20230916T024645
+2026-03-26T15:23:53  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:25:24  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:25:24  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:25:56  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2373400/4581321 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:25:57  clouds_decoded.project               INFO        [cloud_mask] Completed in 32.7s
+2026-03-26T15:25:59  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:26:20  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 23.2 seconds
+2026-03-26T15:26:23  clouds_decoded.project               INFO        [cloud_height] Completed in 26.2s
+2026-03-26T15:26:25  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 53.3%
+2026-03-26T15:26:27  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:26:29  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:26:30  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:26:30  clouds_decoded.project               INFO        [albedo] Completed in 7.0s
+2026-03-26T15:26:30  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:26:53  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:26:53  clouds_decoded.project               INFO        [refocus] Completed in 23.1s
+2026-03-26T15:26:53  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:26:53  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:26:54  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:26:55  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:26:56  clouds_decoded.project               INFO        [cloud_properties] Completed in 2.9s
diff --git a/logs/S2A_MSIL1C_20170119T143731_N0500_R096_T21PTT_20230915T050729/pipeline.log b/logs/S2A_MSIL1C_20170119T143731_N0500_R096_T21PTT_20230915T050729/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..db81738f0fcb83826f35e65ca83c11c994b295e8
--- /dev/null
+++ b/logs/S2A_MSIL1C_20170119T143731_N0500_R096_T21PTT_20230915T050729/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:47:05.572408 ---
+2026-03-26T19:47:05  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:47:05  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20170119T143731_N0500_R096_T21PTT_20230915T050729
+2026-03-26T19:47:05  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:50:08  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:50:09  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:50:36  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 577435/2984674 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:50:37  clouds_decoded.project               INFO        [cloud_mask] Completed in 28.9s
+2026-03-26T19:50:40  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:50:40  clouds_decoded.sliding_window        INFO      Sliding window: skipping 10/484 windows (no True pixels in skip_mask)
+2026-03-26T19:51:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 30.8 seconds
+2026-03-26T19:51:33  clouds_decoded.project               INFO        [cloud_height] Completed in 55.4s
+2026-03-26T19:51:34  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 87.6%
+2026-03-26T19:51:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:51:40  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:51:40  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:51:41  clouds_decoded.project               INFO        [albedo] Completed in 7.8s
+2026-03-26T19:51:41  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:52:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:52:48  clouds_decoded.project               INFO        [refocus] Completed in 67.3s
+2026-03-26T19:52:48  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:52:48  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:52:50  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:53:02  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:53:03  clouds_decoded.project               INFO        [cloud_properties] Completed in 14.8s
diff --git a/logs/S2A_MSIL1C_20170124T183641_N0500_R027_T11RLP_20230917T174344/pipeline.log b/logs/S2A_MSIL1C_20170124T183641_N0500_R027_T11RLP_20230917T174344/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..307fa2a4671db70d9933ec7219ee80e9ca0dc0c9
--- /dev/null
+++ b/logs/S2A_MSIL1C_20170124T183641_N0500_R027_T11RLP_20230917T174344/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:05:41.564860 ---
+2026-03-26T18:05:41  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:05:41  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20170124T183641_N0500_R027_T11RLP_20230917T174344
+2026-03-26T18:05:41  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:10:00  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:10:00  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:11:10  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1646901/3186934 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:11:11  clouds_decoded.project               INFO        [cloud_mask] Completed in 71.5s
+2026-03-26T18:11:14  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:11:14  clouds_decoded.sliding_window        INFO      Sliding window: skipping 82/484 windows (no True pixels in skip_mask)
+2026-03-26T18:11:47  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 35.1 seconds
+2026-03-26T18:11:51  clouds_decoded.project               INFO        [cloud_height] Completed in 39.6s
+2026-03-26T18:11:53  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 75.2%
+2026-03-26T18:11:56  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:11:58  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:11:58  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:11:58  clouds_decoded.project               INFO        [albedo] Completed in 7.2s
+2026-03-26T18:11:58  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:12:52  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:12:52  clouds_decoded.project               INFO        [refocus] Completed in 54.1s
+2026-03-26T18:12:52  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:12:53  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:12:53  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:12:56  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:12:58  clouds_decoded.project               INFO        [cloud_properties] Completed in 5.4s
diff --git a/logs/S2A_MSIL1C_20170125T011921_N0500_R031_T54SVC_20230917T202147/pipeline.log b/logs/S2A_MSIL1C_20170125T011921_N0500_R031_T54SVC_20230917T202147/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..8b7c9d4cb841d08ecb45d49c13f5af918d1d91a6
--- /dev/null
+++ b/logs/S2A_MSIL1C_20170125T011921_N0500_R031_T54SVC_20230917T202147/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:56:08.529195 ---
+2026-03-26T22:56:08  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:56:08  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20170125T011921_N0500_R031_T54SVC_20230917T202147
+2026-03-26T22:56:08  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:57:54  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:57:54  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:58:47  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2566198/6576781 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:58:49  clouds_decoded.project               INFO        [cloud_mask] Completed in 54.9s
+2026-03-26T22:58:52  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:58:52  clouds_decoded.sliding_window        INFO      Sliding window: skipping 24/484 windows (no True pixels in skip_mask)
+2026-03-26T22:59:22  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 33.1 seconds
+2026-03-26T22:59:25  clouds_decoded.project               INFO        [cloud_height] Completed in 36.0s
+2026-03-26T22:59:27  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 61.2%
+2026-03-26T22:59:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:59:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:59:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:59:37  clouds_decoded.project               INFO        [albedo] Completed in 12.0s
+2026-03-26T22:59:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:00:02  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:00:02  clouds_decoded.project               INFO        [refocus] Completed in 25.3s
+2026-03-26T23:00:02  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:00:02  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:00:03  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:00:10  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:00:12  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.0s
diff --git a/logs/S2A_MSIL1C_20170201T213921_N0500_R143_T02KNG_20230915T164834/pipeline.log b/logs/S2A_MSIL1C_20170201T213921_N0500_R143_T02KNG_20230915T164834/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..3382b34de1158cb86e9bc912fdb40c3abaffebc4
--- /dev/null
+++ b/logs/S2A_MSIL1C_20170201T213921_N0500_R143_T02KNG_20230915T164834/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:24:25.947782 ---
+2026-03-26T15:24:25  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:24:25  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20170201T213921_N0500_R143_T02KNG_20230915T164834
+2026-03-26T15:24:25  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:25:57  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:25:57  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:26:27  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2082866/2139335 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:26:28  clouds_decoded.project               INFO        [cloud_mask] Completed in 31.2s
+2026-03-26T15:26:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:26:52  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 23.7 seconds
+2026-03-26T15:26:56  clouds_decoded.project               INFO        [cloud_height] Completed in 27.9s
+2026-03-26T15:26:58  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.4%
+2026-03-26T15:26:58  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.4% < threshold 5%. Running fallback.
+2026-03-26T15:26:58  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T15:26:58  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T15:26:58  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T15:26:58  clouds_decoded.project               INFO        [albedo] Completed in 2.1s
+2026-03-26T15:26:58  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:27:21  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:27:21  clouds_decoded.project               INFO        [refocus] Completed in 23.1s
+2026-03-26T15:27:21  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:27:22  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:27:23  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:27:24  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:27:27  clouds_decoded.project               INFO        [cloud_properties] Completed in 5.5s
diff --git a/logs/S2A_MSIL1C_20170203T183551_N0500_R027_T11RLP_20230917T133229/pipeline.log b/logs/S2A_MSIL1C_20170203T183551_N0500_R027_T11RLP_20230917T133229/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..ca12b534a6dd91cad0de0ec1dcf0086d51c237a6
--- /dev/null
+++ b/logs/S2A_MSIL1C_20170203T183551_N0500_R027_T11RLP_20230917T133229/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T18:08:08.850106 ---
+2026-03-26T18:08:08  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:08:08  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20170203T183551_N0500_R027_T11RLP_20230917T133229
+2026-03-26T18:08:08  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:11:11  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:11:12  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:12:01  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3528082/4011671 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:12:07  clouds_decoded.project               INFO        [cloud_mask] Completed in 55.6s
+2026-03-26T18:12:14  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:12:36  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 29.3 seconds
+2026-03-26T18:12:51  clouds_decoded.project               INFO        [cloud_height] Completed in 44.2s
+2026-03-26T18:12:54  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 11.5%
+2026-03-26T18:12:59  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:13:01  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:13:02  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:13:03  clouds_decoded.project               INFO        [albedo] Completed in 11.5s
+2026-03-26T18:13:03  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:13:51  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:13:51  clouds_decoded.project               INFO        [refocus] Completed in 48.2s
+2026-03-26T18:13:51  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:13:51  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:13:53  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:14:20  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:14:22  clouds_decoded.project               INFO        [cloud_properties] Completed in 31.3s
diff --git a/logs/S2A_MSIL1C_20170204T011831_N0500_R031_T54SVC_20230917T151845/pipeline.log b/logs/S2A_MSIL1C_20170204T011831_N0500_R031_T54SVC_20230917T151845/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..0e7010d0ee5570283993d8bb18a099989b3a3cde
--- /dev/null
+++ b/logs/S2A_MSIL1C_20170204T011831_N0500_R031_T54SVC_20230917T151845/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:56:42.951118 ---
+2026-03-26T22:56:42  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:56:42  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20170204T011831_N0500_R031_T54SVC_20230917T151845
+2026-03-26T22:56:42  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:58:49  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:58:49  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:59:23  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3681756/5316312 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:59:25  clouds_decoded.project               INFO        [cloud_mask] Completed in 36.0s
+2026-03-26T22:59:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:59:27  clouds_decoded.sliding_window        INFO      Sliding window: skipping 23/484 windows (no True pixels in skip_mask)
+2026-03-26T22:59:54  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 29.7 seconds
+2026-03-26T22:59:57  clouds_decoded.project               INFO        [cloud_height] Completed in 32.6s
+2026-03-26T22:59:59  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 58.2%
+2026-03-26T23:00:04  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:00:07  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:00:07  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:00:08  clouds_decoded.project               INFO        [albedo] Completed in 10.5s
+2026-03-26T23:00:08  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:00:33  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:00:33  clouds_decoded.project               INFO        [refocus] Completed in 25.3s
+2026-03-26T23:00:33  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:00:33  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:00:34  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:00:40  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:00:42  clouds_decoded.project               INFO        [cloud_properties] Completed in 8.8s
diff --git a/logs/S2A_MSIL1C_20170208T143751_N0500_R096_T21PTT_20230915T152343/pipeline.log b/logs/S2A_MSIL1C_20170208T143751_N0500_R096_T21PTT_20230915T152343/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..626f17692b1ba4bff6453d5a8cb6fb02c68838a7
--- /dev/null
+++ b/logs/S2A_MSIL1C_20170208T143751_N0500_R096_T21PTT_20230915T152343/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:47:52.199817 ---
+2026-03-26T19:47:52  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:47:52  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20170208T143751_N0500_R096_T21PTT_20230915T152343
+2026-03-26T19:47:52  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:50:37  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:50:38  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:51:34  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2520027/3348789 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:51:35  clouds_decoded.project               INFO        [cloud_mask] Completed in 57.9s
+2026-03-26T19:51:39  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:51:39  clouds_decoded.sliding_window        INFO      Sliding window: skipping 5/484 windows (no True pixels in skip_mask)
+2026-03-26T19:52:17  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 41.9 seconds
+2026-03-26T19:52:38  clouds_decoded.project               INFO        [cloud_height] Completed in 62.7s
+2026-03-26T19:52:40  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 18.2%
+2026-03-26T19:52:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:52:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:52:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:52:46  clouds_decoded.project               INFO        [albedo] Completed in 7.9s
+2026-03-26T19:52:46  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:53:47  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:53:47  clouds_decoded.project               INFO        [refocus] Completed in 61.3s
+2026-03-26T19:53:47  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:53:48  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:53:49  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:53:55  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:53:58  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.6s
diff --git a/logs/S2A_MSIL1C_20170305T183231_N0500_R027_T11RLP_20231018T184146/pipeline.log b/logs/S2A_MSIL1C_20170305T183231_N0500_R027_T11RLP_20231018T184146/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..89b07e485bf88685898f76557388736bacee2949
--- /dev/null
+++ b/logs/S2A_MSIL1C_20170305T183231_N0500_R027_T11RLP_20231018T184146/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:08:57.418838 ---
+2026-03-26T18:08:57  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:08:57  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20170305T183231_N0500_R027_T11RLP_20231018T184146
+2026-03-26T18:08:57  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:12:07  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:12:08  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:12:50  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1985034/2013723 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:12:51  clouds_decoded.project               INFO        [cloud_mask] Completed in 44.2s
+2026-03-26T18:12:55  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:13:34  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 42.3 seconds
+2026-03-26T18:13:37  clouds_decoded.project               INFO        [cloud_height] Completed in 45.3s
+2026-03-26T18:13:41  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.3%
+2026-03-26T18:13:41  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.3% < threshold 5%. Running fallback.
+2026-03-26T18:13:41  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:13:41  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:13:41  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:13:41  clouds_decoded.project               INFO        [albedo] Completed in 4.7s
+2026-03-26T18:13:41  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:17:18  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:17:18  clouds_decoded.project               INFO        [refocus] Completed in 216.2s
+2026-03-26T18:17:18  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:17:18  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:17:19  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:17:49  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:17:50  clouds_decoded.project               INFO        [cloud_properties] Completed in 32.7s
diff --git a/logs/S2A_MSIL1C_20170313T213921_N0500_R143_T02KNG_20230909T111557/pipeline.log b/logs/S2A_MSIL1C_20170313T213921_N0500_R143_T02KNG_20230909T111557/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e878bf9c05f5d94f28a0eeea27a6427df721a59a
--- /dev/null
+++ b/logs/S2A_MSIL1C_20170313T213921_N0500_R143_T02KNG_20230909T111557/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:24:53.423539 ---
+2026-03-26T15:24:53  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:24:53  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20170313T213921_N0500_R143_T02KNG_20230909T111557
+2026-03-26T15:24:53  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:26:28  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:26:28  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:26:59  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2564072/3892930 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:27:00  clouds_decoded.project               INFO        [cloud_mask] Completed in 32.3s
+2026-03-26T15:27:03  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:27:03  clouds_decoded.sliding_window        INFO      Sliding window: skipping 21/484 windows (no True pixels in skip_mask)
+2026-03-26T15:27:23  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 23.1 seconds
+2026-03-26T15:27:26  clouds_decoded.project               INFO        [cloud_height] Completed in 26.0s
+2026-03-26T15:27:28  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 46.1%
+2026-03-26T15:27:31  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:27:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:27:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:27:33  clouds_decoded.project               INFO        [albedo] Completed in 6.9s
+2026-03-26T15:27:33  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:27:57  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:27:57  clouds_decoded.project               INFO        [refocus] Completed in 23.4s
+2026-03-26T15:27:57  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:27:57  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:27:57  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:27:59  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:28:00  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.0s
diff --git a/logs/S2A_MSIL1C_20170316T011641_N0500_R031_T54SVC_20230909T050228/pipeline.log b/logs/S2A_MSIL1C_20170316T011641_N0500_R031_T54SVC_20230909T050228/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..d0991be67e2062c0897061c06dffadd21c4456a0
--- /dev/null
+++ b/logs/S2A_MSIL1C_20170316T011641_N0500_R031_T54SVC_20230909T050228/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:57:25.998757 ---
+2026-03-26T22:57:25  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:57:25  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20170316T011641_N0500_R031_T54SVC_20230909T050228
+2026-03-26T22:57:25  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:59:25  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:59:25  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:59:57  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2860870/5338309 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:59:58  clouds_decoded.project               INFO        [cloud_mask] Completed in 33.6s
+2026-03-26T23:00:01  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:00:01  clouds_decoded.sliding_window        INFO      Sliding window: skipping 13/484 windows (no True pixels in skip_mask)
+2026-03-26T23:00:26  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 27.8 seconds
+2026-03-26T23:00:29  clouds_decoded.project               INFO        [cloud_height] Completed in 31.0s
+2026-03-26T23:00:31  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 54.0%
+2026-03-26T23:00:34  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:00:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:00:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:00:38  clouds_decoded.project               INFO        [albedo] Completed in 8.7s
+2026-03-26T23:00:38  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:01:17  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:01:17  clouds_decoded.project               INFO        [refocus] Completed in 39.3s
+2026-03-26T23:01:17  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:01:17  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:01:18  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:01:28  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:01:30  clouds_decoded.project               INFO        [cloud_properties] Completed in 12.9s
diff --git a/logs/S2A_MSIL1C_20170320T143741_N0500_R096_T21PTT_20230909T210439/pipeline.log b/logs/S2A_MSIL1C_20170320T143741_N0500_R096_T21PTT_20230909T210439/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1c375edfc5c2ea6e1de525a6577cb12b8ac4288a
--- /dev/null
+++ b/logs/S2A_MSIL1C_20170320T143741_N0500_R096_T21PTT_20230909T210439/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:49:12.522819 ---
+2026-03-26T19:49:12  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:49:12  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20170320T143741_N0500_R096_T21PTT_20230909T210439
+2026-03-26T19:49:12  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:51:35  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:51:36  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:52:39  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2393828/3416542 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:52:41  clouds_decoded.project               INFO        [cloud_mask] Completed in 65.2s
+2026-03-26T19:52:43  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:52:43  clouds_decoded.sliding_window        INFO      Sliding window: skipping 12/484 windows (no True pixels in skip_mask)
+2026-03-26T19:53:16  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 35.5 seconds
+2026-03-26T19:53:38  clouds_decoded.project               INFO        [cloud_height] Completed in 57.7s
+2026-03-26T19:53:40  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 31.1%
+2026-03-26T19:53:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:53:45  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:53:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:53:46  clouds_decoded.project               INFO        [albedo] Completed in 7.6s
+2026-03-26T19:53:46  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:55:00  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:55:00  clouds_decoded.project               INFO        [refocus] Completed in 74.0s
+2026-03-26T19:55:00  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:55:00  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:55:02  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:55:23  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:55:25  clouds_decoded.project               INFO        [cloud_properties] Completed in 24.8s
diff --git a/logs/S2A_MSIL1C_20170509T143801_N0500_R096_T21PTT_20230902T074718/pipeline.log b/logs/S2A_MSIL1C_20170509T143801_N0500_R096_T21PTT_20230902T074718/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1bcfdb2b12528072bda1fa477b0a0c0148b5c541
--- /dev/null
+++ b/logs/S2A_MSIL1C_20170509T143801_N0500_R096_T21PTT_20230902T074718/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:50:08.948521 ---
+2026-03-26T19:50:08  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:50:08  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20170509T143801_N0500_R096_T21PTT_20230902T074718
+2026-03-26T19:50:08  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:52:41  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:52:41  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:53:39  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1718558/4841734 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:53:40  clouds_decoded.project               INFO        [cloud_mask] Completed in 59.7s
+2026-03-26T19:53:43  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:54:17  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 36.7 seconds
+2026-03-26T19:54:50  clouds_decoded.project               INFO        [cloud_height] Completed in 70.1s
+2026-03-26T19:54:52  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 65.2%
+2026-03-26T19:54:56  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:54:58  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:54:58  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:54:59  clouds_decoded.project               INFO        [albedo] Completed in 8.4s
+2026-03-26T19:54:59  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:55:40  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:55:40  clouds_decoded.project               INFO        [refocus] Completed in 41.0s
+2026-03-26T19:55:40  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:55:40  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:55:42  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:55:57  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:55:58  clouds_decoded.project               INFO        [cloud_properties] Completed in 18.5s
diff --git a/logs/S2A_MSIL1C_20170512T213931_N0500_R143_T02KNG_20230902T052913/pipeline.log b/logs/S2A_MSIL1C_20170512T213931_N0500_R143_T02KNG_20230902T052913/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..eb321037741aacf1fadfe65cead2296914e2f909
--- /dev/null
+++ b/logs/S2A_MSIL1C_20170512T213931_N0500_R143_T02KNG_20230902T052913/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:25:24.602598 ---
+2026-03-26T15:25:24  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:25:24  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20170512T213931_N0500_R143_T02KNG_20230902T052913
+2026-03-26T15:25:24  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:27:00  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:27:01  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:27:31  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 871926/2897868 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:27:32  clouds_decoded.project               INFO        [cloud_mask] Completed in 31.9s
+2026-03-26T15:27:35  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:27:35  clouds_decoded.sliding_window        INFO      Sliding window: skipping 39/484 windows (no True pixels in skip_mask)
+2026-03-26T15:27:55  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 23.3 seconds
+2026-03-26T15:28:00  clouds_decoded.project               INFO        [cloud_height] Completed in 27.8s
+2026-03-26T15:28:02  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 83.4%
+2026-03-26T15:28:04  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:28:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:28:07  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:28:07  clouds_decoded.project               INFO        [albedo] Completed in 7.2s
+2026-03-26T15:28:07  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:28:31  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:28:31  clouds_decoded.project               INFO        [refocus] Completed in 24.1s
+2026-03-26T15:28:31  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:28:31  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:28:32  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:28:33  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:28:34  clouds_decoded.project               INFO        [cloud_properties] Completed in 2.8s
diff --git a/logs/S2A_MSIL1C_20170515T011701_N0500_R031_T54SVC_20230906T133440/pipeline.log b/logs/S2A_MSIL1C_20170515T011701_N0500_R031_T54SVC_20230906T133440/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e1af0abf1ba919c4dfc9d72265cadf3733ce0f46
--- /dev/null
+++ b/logs/S2A_MSIL1C_20170515T011701_N0500_R031_T54SVC_20230906T133440/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:57:54.133460 ---
+2026-03-26T22:57:54  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:57:54  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20170515T011701_N0500_R031_T54SVC_20230906T133440
+2026-03-26T22:57:54  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:59:58  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:59:58  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:00:30  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 826166/992534 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:00:31  clouds_decoded.project               INFO        [cloud_mask] Completed in 32.9s
+2026-03-26T23:00:33  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:00:34  clouds_decoded.sliding_window        INFO      Sliding window: skipping 50/484 windows (no True pixels in skip_mask)
+2026-03-26T23:00:59  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 28.4 seconds
+2026-03-26T23:01:11  clouds_decoded.project               INFO        [cloud_height] Completed in 39.7s
+2026-03-26T23:01:13  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 42.0%
+2026-03-26T23:01:18  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:01:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:01:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:01:21  clouds_decoded.project               INFO        [albedo] Completed in 10.2s
+2026-03-26T23:01:21  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:02:28  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:02:28  clouds_decoded.project               INFO        [refocus] Completed in 66.7s
+2026-03-26T23:02:28  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:02:28  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:02:29  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:02:35  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:02:36  clouds_decoded.project               INFO        [cloud_properties] Completed in 7.6s
diff --git a/logs/S2A_MSIL1C_20170524T182921_N0500_R027_T11RLP_20230908T130322/pipeline.log b/logs/S2A_MSIL1C_20170524T182921_N0500_R027_T11RLP_20230908T130322/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..0ef7d2102cf65f56fd10ae070a621ea64c9caa7e
--- /dev/null
+++ b/logs/S2A_MSIL1C_20170524T182921_N0500_R027_T11RLP_20230908T130322/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:10:00.374925 ---
+2026-03-26T18:10:00  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:10:00  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20170524T182921_N0500_R027_T11RLP_20230908T130322
+2026-03-26T18:10:00  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:12:51  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:12:52  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:13:36  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4092325/4099939 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:13:37  clouds_decoded.project               INFO        [cloud_mask] Completed in 45.2s
+2026-03-26T18:13:45  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:14:35  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 58.3 seconds
+2026-03-26T18:16:47  clouds_decoded.project               INFO        [cloud_height] Completed in 190.3s
+2026-03-26T18:16:49  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.1%
+2026-03-26T18:16:49  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.1% < threshold 5%. Running fallback.
+2026-03-26T18:16:49  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:16:49  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:16:49  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:16:49  clouds_decoded.project               INFO        [albedo] Completed in 1.7s
+2026-03-26T18:16:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:18:02  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:18:02  clouds_decoded.project               INFO        [refocus] Completed in 73.2s
+2026-03-26T18:18:02  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:18:02  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:18:04  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:18:20  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:18:23  clouds_decoded.project               INFO        [cloud_properties] Completed in 20.5s
diff --git a/logs/S2A_MSIL1C_20170601T213931_N0500_R143_T02KNG_20230902T072813/pipeline.log b/logs/S2A_MSIL1C_20170601T213931_N0500_R143_T02KNG_20230902T072813/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..38d5ed90f837cc41d5af74beb47f9d85ec6f5941
--- /dev/null
+++ b/logs/S2A_MSIL1C_20170601T213931_N0500_R143_T02KNG_20230902T072813/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T15:25:57.296881 ---
+2026-03-26T15:25:57  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:25:57  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20170601T213931_N0500_R143_T02KNG_20230902T072813
+2026-03-26T15:25:57  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:27:32  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:27:33  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:28:03  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1278330/2844887 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:28:04  clouds_decoded.project               INFO        [cloud_mask] Completed in 32.0s
+2026-03-26T15:28:07  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:28:28  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 24.2 seconds
+2026-03-26T15:28:32  clouds_decoded.project               INFO        [cloud_height] Completed in 27.6s
+2026-03-26T15:28:34  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 34.4%
+2026-03-26T15:28:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:28:38  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:28:38  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:28:39  clouds_decoded.project               INFO        [albedo] Completed in 7.0s
+2026-03-26T15:28:39  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:29:03  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:29:03  clouds_decoded.project               INFO        [refocus] Completed in 24.5s
+2026-03-26T15:29:03  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:29:03  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:29:04  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:29:05  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:29:07  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.7s
diff --git a/logs/S2A_MSIL1C_20170604T011651_N0500_R031_T54SVC_20230902T053007/pipeline.log b/logs/S2A_MSIL1C_20170604T011651_N0500_R031_T54SVC_20230902T053007/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..9440681e01031127f13dc64fc4b061161140f682
--- /dev/null
+++ b/logs/S2A_MSIL1C_20170604T011651_N0500_R031_T54SVC_20230902T053007/pipeline.log
@@ -0,0 +1,28 @@
+
+--- Run started 2026-03-26T22:58:49.026289 ---
+2026-03-26T22:58:49  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:58:49  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20170604T011651_N0500_R031_T54SVC_20230902T053007
+2026-03-26T22:58:49  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:00:31  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:00:31  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:01:10  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1440112/1597273 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:01:11  clouds_decoded.project               INFO        [cloud_mask] Completed in 40.0s
+2026-03-26T23:01:14  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:01:14  clouds_decoded.sliding_window        INFO      Sliding window: skipping 2/484 windows (no True pixels in skip_mask)
+2026-03-26T23:01:41  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 29.9 seconds
+2026-03-26T23:02:00  clouds_decoded.project               INFO        [cloud_height] Completed in 48.8s
+2026-03-26T23:02:04  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 2.5%
+2026-03-26T23:02:04  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 2.5% < threshold 5%. Running fallback.
+2026-03-26T23:02:04  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T23:02:04  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T23:02:04  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T23:02:04  clouds_decoded.project               INFO        [albedo] Completed in 4.4s
+2026-03-26T23:02:04  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:02:59  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:02:59  clouds_decoded.project               INFO        [refocus] Completed in 54.7s
+2026-03-26T23:02:59  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:03:00  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:03:01  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:03:07  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:03:09  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.8s
diff --git a/logs/S2A_MSIL1C_20170618T143751_N0500_R096_T21PTT_20230831T184018/pipeline.log b/logs/S2A_MSIL1C_20170618T143751_N0500_R096_T21PTT_20230831T184018/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..dfcc15218b5720bdff4fdf3ce1a625896376f26f
--- /dev/null
+++ b/logs/S2A_MSIL1C_20170618T143751_N0500_R096_T21PTT_20230831T184018/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:50:37.871888 ---
+2026-03-26T19:50:37  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:50:37  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20170618T143751_N0500_R096_T21PTT_20230831T184018
+2026-03-26T19:50:37  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:53:40  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:53:41  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:54:52  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2735020/5794918 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:54:53  clouds_decoded.project               INFO        [cloud_mask] Completed in 73.0s
+2026-03-26T19:54:56  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:55:23  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 30.1 seconds
+2026-03-26T19:55:27  clouds_decoded.project               INFO        [cloud_height] Completed in 33.4s
+2026-03-26T19:55:30  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 50.1%
+2026-03-26T19:55:34  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:55:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:55:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:55:36  clouds_decoded.project               INFO        [albedo] Completed in 9.6s
+2026-03-26T19:55:36  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:56:45  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:56:45  clouds_decoded.project               INFO        [refocus] Completed in 68.8s
+2026-03-26T19:56:45  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:56:46  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:56:47  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:57:06  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:57:07  clouds_decoded.project               INFO        [cloud_properties] Completed in 21.9s
diff --git a/logs/S2A_MSIL1C_20170718T143751_N0500_R096_T21PTT_20231007T230139/pipeline.log b/logs/S2A_MSIL1C_20170718T143751_N0500_R096_T21PTT_20231007T230139/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..9043227509e48dc7ed324610502a8828ee69ee6b
--- /dev/null
+++ b/logs/S2A_MSIL1C_20170718T143751_N0500_R096_T21PTT_20231007T230139/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:51:35.827112 ---
+2026-03-26T19:51:35  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:51:35  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20170718T143751_N0500_R096_T21PTT_20231007T230139
+2026-03-26T19:51:35  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:54:53  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:54:54  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:55:32  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1720068/3163098 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:55:33  clouds_decoded.project               INFO        [cloud_mask] Completed in 40.2s
+2026-03-26T19:55:37  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:55:37  clouds_decoded.sliding_window        INFO      Sliding window: skipping 20/484 windows (no True pixels in skip_mask)
+2026-03-26T19:56:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 34.7 seconds
+2026-03-26T19:56:29  clouds_decoded.project               INFO        [cloud_height] Completed in 56.0s
+2026-03-26T19:56:33  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 55.4%
+2026-03-26T19:56:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:56:39  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:56:40  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:56:40  clouds_decoded.project               INFO        [albedo] Completed in 10.9s
+2026-03-26T19:56:40  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:57:34  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:57:34  clouds_decoded.project               INFO        [refocus] Completed in 54.0s
+2026-03-26T19:57:34  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:57:35  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:57:36  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:57:46  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:57:47  clouds_decoded.project               INFO        [cloud_properties] Completed in 12.8s
diff --git a/logs/S2A_MSIL1C_20171016T143751_N0500_R096_T21PTT_20230830T064007/pipeline.log b/logs/S2A_MSIL1C_20171016T143751_N0500_R096_T21PTT_20230830T064007/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..bc24a6e3cc125f5b0049a26d71ae4978249be9c2
--- /dev/null
+++ b/logs/S2A_MSIL1C_20171016T143751_N0500_R096_T21PTT_20230830T064007/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:52:41.054184 ---
+2026-03-26T19:52:41  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:52:41  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20171016T143751_N0500_R096_T21PTT_20230830T064007
+2026-03-26T19:52:41  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:55:33  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:55:34  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:56:34  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2779796/4808685 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:56:35  clouds_decoded.project               INFO        [cloud_mask] Completed in 61.4s
+2026-03-26T19:56:39  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:57:06  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 31.5 seconds
+2026-03-26T19:57:11  clouds_decoded.project               INFO        [cloud_height] Completed in 35.9s
+2026-03-26T19:57:15  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 37.1%
+2026-03-26T19:57:17  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:57:19  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:57:20  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:57:20  clouds_decoded.project               INFO        [albedo] Completed in 9.0s
+2026-03-26T19:57:20  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:58:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:58:37  clouds_decoded.project               INFO        [refocus] Completed in 76.9s
+2026-03-26T19:58:37  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:58:37  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:58:38  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:58:44  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:58:46  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.0s
diff --git a/logs/S2A_MSIL1C_20171108T213931_N0500_R143_T02KNG_20230810T095555/pipeline.log b/logs/S2A_MSIL1C_20171108T213931_N0500_R143_T02KNG_20230810T095555/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..b551111fd1d5abd58fbcc66a84f0867b6dea32b4
--- /dev/null
+++ b/logs/S2A_MSIL1C_20171108T213931_N0500_R143_T02KNG_20230810T095555/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T15:27:32.661195 ---
+2026-03-26T15:27:32  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:27:32  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20171108T213931_N0500_R143_T02KNG_20230810T095555
+2026-03-26T15:27:32  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:29:10  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:29:11  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:29:41  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2568868/2900746 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:29:42  clouds_decoded.project               INFO        [cloud_mask] Completed in 31.9s
+2026-03-26T15:29:45  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:30:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 26.1 seconds
+2026-03-26T15:30:14  clouds_decoded.project               INFO        [cloud_height] Completed in 31.9s
+2026-03-26T15:30:16  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 11.4%
+2026-03-26T15:30:19  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:30:22  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:30:23  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:30:23  clouds_decoded.project               INFO        [albedo] Completed in 9.1s
+2026-03-26T15:30:23  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:30:58  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:30:58  clouds_decoded.project               INFO        [refocus] Completed in 34.9s
+2026-03-26T15:30:58  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:30:58  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:31:00  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:31:11  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:31:14  clouds_decoded.project               INFO        [cloud_properties] Completed in 16.3s
diff --git a/logs/S2A_MSIL1C_20171111T011901_N0500_R031_T54SVC_20230810T020137/pipeline.log b/logs/S2A_MSIL1C_20171111T011901_N0500_R031_T54SVC_20230810T020137/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..2942c47fed26a6b033cb725f836e95e36414135e
--- /dev/null
+++ b/logs/S2A_MSIL1C_20171111T011901_N0500_R031_T54SVC_20230810T020137/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T23:00:31.564528 ---
+2026-03-26T23:00:31  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:00:31  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20171111T011901_N0500_R031_T54SVC_20230810T020137
+2026-03-26T23:00:31  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:02:31  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:02:52  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:03:23  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2365200/2649443 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:03:24  clouds_decoded.project               INFO        [cloud_mask] Completed in 52.6s
+2026-03-26T23:03:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:03:51  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 27.4 seconds
+2026-03-26T23:03:55  clouds_decoded.project               INFO        [cloud_height] Completed in 31.1s
+2026-03-26T23:03:56  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 3.5%
+2026-03-26T23:03:56  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 3.5% < threshold 5%. Running fallback.
+2026-03-26T23:03:56  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T23:03:57  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T23:03:57  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T23:03:57  clouds_decoded.project               INFO        [albedo] Completed in 1.7s
+2026-03-26T23:03:57  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:04:25  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:04:25  clouds_decoded.project               INFO        [refocus] Completed in 28.6s
+2026-03-26T23:04:25  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:04:25  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:04:26  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:04:27  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:04:29  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.8s
diff --git a/logs/S2A_MSIL1C_20171120T183651_N0500_R027_T11RLP_20231021T073013/pipeline.log b/logs/S2A_MSIL1C_20171120T183651_N0500_R027_T11RLP_20231021T073013/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..b32a929ae508780a0ba7edf2b901df8133635a98
--- /dev/null
+++ b/logs/S2A_MSIL1C_20171120T183651_N0500_R027_T11RLP_20231021T073013/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:13:37.038289 ---
+2026-03-26T18:13:37  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:13:37  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20171120T183651_N0500_R027_T11RLP_20231021T073013
+2026-03-26T18:13:37  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:18:32  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:18:33  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:18:56  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 31593/187783 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:18:57  clouds_decoded.project               INFO        [cloud_mask] Completed in 25.2s
+2026-03-26T18:19:00  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:19:00  clouds_decoded.sliding_window        INFO      Sliding window: skipping 317/484 windows (no True pixels in skip_mask)
+2026-03-26T18:19:13  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 16.0 seconds
+2026-03-26T18:19:16  clouds_decoded.project               INFO        [cloud_height] Completed in 19.2s
+2026-03-26T18:19:19  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 92.0%
+2026-03-26T18:19:22  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:19:24  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:19:24  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:19:24  clouds_decoded.project               INFO        [albedo] Completed in 7.8s
+2026-03-26T18:19:24  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:19:42  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:19:42  clouds_decoded.project               INFO        [refocus] Completed in 18.0s
+2026-03-26T18:19:42  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:19:42  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:19:43  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:19:48  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:19:49  clouds_decoded.project               INFO        [cloud_properties] Completed in 6.3s
diff --git a/logs/S2A_MSIL1C_20180110T012021_N0500_R031_T54SVC_20230801T161947/pipeline.log b/logs/S2A_MSIL1C_20180110T012021_N0500_R031_T54SVC_20230801T161947/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1882f538cb053ac85fd4ae8ad3a54131ddb8201e
--- /dev/null
+++ b/logs/S2A_MSIL1C_20180110T012021_N0500_R031_T54SVC_20230801T161947/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T23:02:05.864322 ---
+2026-03-26T23:02:05  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:02:05  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20180110T012021_N0500_R031_T54SVC_20230801T161947
+2026-03-26T23:02:05  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:03:57  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:03:57  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:04:29  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 8163261/10767219 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:04:30  clouds_decoded.project               INFO        [cloud_mask] Completed in 32.8s
+2026-03-26T23:04:32  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:05:02  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 32.7 seconds
+2026-03-26T23:05:05  clouds_decoded.project               INFO        [cloud_height] Completed in 35.8s
+2026-03-26T23:05:08  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 21.2%
+2026-03-26T23:05:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:05:16  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:05:17  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:05:17  clouds_decoded.project               INFO        [albedo] Completed in 11.6s
+2026-03-26T23:05:17  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:05:50  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:05:50  clouds_decoded.project               INFO        [refocus] Completed in 33.1s
+2026-03-26T23:05:50  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:05:51  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:05:52  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:06:05  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:06:09  clouds_decoded.project               INFO        [cloud_properties] Completed in 18.3s
diff --git a/logs/S2A_MSIL1C_20180127T213921_N0500_R143_T02KNG_20230807T220306/pipeline.log b/logs/S2A_MSIL1C_20180127T213921_N0500_R143_T02KNG_20230807T220306/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..31008e46191147af007b95fe25cc3a6c35887d00
--- /dev/null
+++ b/logs/S2A_MSIL1C_20180127T213921_N0500_R143_T02KNG_20230807T220306/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:28:37.550202 ---
+2026-03-26T15:28:37  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:28:37  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20180127T213921_N0500_R143_T02KNG_20230807T220306
+2026-03-26T15:28:37  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:30:15  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:30:16  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:30:51  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2643252/3322291 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:30:52  clouds_decoded.project               INFO        [cloud_mask] Completed in 36.4s
+2026-03-26T15:30:55  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:30:55  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T15:31:21  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 29.2 seconds
+2026-03-26T15:31:44  clouds_decoded.project               INFO        [cloud_height] Completed in 51.9s
+2026-03-26T15:31:46  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 20.9%
+2026-03-26T15:31:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:31:52  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:31:53  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:31:53  clouds_decoded.project               INFO        [albedo] Completed in 9.8s
+2026-03-26T15:31:55  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:33:01  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:33:01  clouds_decoded.project               INFO        [refocus] Completed in 66.9s
+2026-03-26T15:33:01  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:33:02  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:33:03  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:33:17  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:33:20  clouds_decoded.project               INFO        [cloud_properties] Completed in 18.1s
diff --git a/logs/S2A_MSIL1C_20180308T213921_N0500_R143_T02KNG_20230709T063350/pipeline.log b/logs/S2A_MSIL1C_20180308T213921_N0500_R143_T02KNG_20230709T063350/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..85d84f176b879dc3ab81bd3445abf1ff10f14534
--- /dev/null
+++ b/logs/S2A_MSIL1C_20180308T213921_N0500_R143_T02KNG_20230709T063350/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:29:42.612456 ---
+2026-03-26T15:29:42  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:29:42  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20180308T213921_N0500_R143_T02KNG_20230709T063350
+2026-03-26T15:29:42  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:31:49  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:31:50  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:32:53  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2525093/4428881 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:32:54  clouds_decoded.project               INFO        [cloud_mask] Completed in 64.9s
+2026-03-26T15:32:58  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:32:58  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T15:33:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 31.4 seconds
+2026-03-26T15:33:54  clouds_decoded.project               INFO        [cloud_height] Completed in 60.2s
+2026-03-26T15:33:56  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 43.3%
+2026-03-26T15:34:00  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:34:02  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:34:03  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:34:03  clouds_decoded.project               INFO        [albedo] Completed in 8.9s
+2026-03-26T15:34:08  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:35:18  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:35:18  clouds_decoded.project               INFO        [refocus] Completed in 70.1s
+2026-03-26T15:35:18  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:35:18  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:35:19  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:35:29  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:35:31  clouds_decoded.project               INFO        [cloud_properties] Completed in 13.7s
diff --git a/logs/S2A_MSIL1C_20180320T183041_N0500_R027_T11RLP_20230729T084004/pipeline.log b/logs/S2A_MSIL1C_20180320T183041_N0500_R027_T11RLP_20230729T084004/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..655386b4e7e3b38a3d76e13bd98343f35f932cd2
--- /dev/null
+++ b/logs/S2A_MSIL1C_20180320T183041_N0500_R027_T11RLP_20230729T084004/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:18:57.651999 ---
+2026-03-26T18:18:57  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:18:57  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20180320T183041_N0500_R027_T11RLP_20230729T084004
+2026-03-26T18:18:57  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:20:28  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:20:29  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:21:02  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 743383/906987 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:21:03  clouds_decoded.project               INFO        [cloud_mask] Completed in 34.4s
+2026-03-26T18:21:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:21:10  clouds_decoded.sliding_window        INFO      Sliding window: skipping 3/484 windows (no True pixels in skip_mask)
+2026-03-26T18:21:34  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 31.2 seconds
+2026-03-26T18:21:37  clouds_decoded.project               INFO        [cloud_height] Completed in 34.3s
+2026-03-26T18:21:39  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 13.1%
+2026-03-26T18:21:41  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:21:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:21:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:21:43  clouds_decoded.project               INFO        [albedo] Completed in 6.3s
+2026-03-26T18:21:43  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:22:29  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:22:29  clouds_decoded.project               INFO        [refocus] Completed in 45.5s
+2026-03-26T18:22:29  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:22:29  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:22:30  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:22:33  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:22:34  clouds_decoded.project               INFO        [cloud_properties] Completed in 5.5s
diff --git a/logs/S2A_MSIL1C_20180409T182931_N0500_R027_T11RLP_20230811T090306/pipeline.log b/logs/S2A_MSIL1C_20180409T182931_N0500_R027_T11RLP_20230811T090306/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..f2a9b95a7c269ce096feef758a9875658f4764a1
--- /dev/null
+++ b/logs/S2A_MSIL1C_20180409T182931_N0500_R027_T11RLP_20230811T090306/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:19:29.617110 ---
+2026-03-26T18:19:29  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:19:29  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20180409T182931_N0500_R027_T11RLP_20230811T090306
+2026-03-26T18:19:29  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:21:03  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:21:03  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:21:41  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 269057/314036 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:21:42  clouds_decoded.project               INFO        [cloud_mask] Completed in 39.6s
+2026-03-26T18:21:45  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:21:45  clouds_decoded.sliding_window        INFO      Sliding window: skipping 157/484 windows (no True pixels in skip_mask)
+2026-03-26T18:22:13  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 30.4 seconds
+2026-03-26T18:22:17  clouds_decoded.project               INFO        [cloud_height] Completed in 34.6s
+2026-03-26T18:22:25  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 84.9%
+2026-03-26T18:22:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:22:30  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:22:31  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:22:31  clouds_decoded.project               INFO        [albedo] Completed in 13.8s
+2026-03-26T18:22:31  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:24:16  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:24:16  clouds_decoded.project               INFO        [refocus] Completed in 105.0s
+2026-03-26T18:24:16  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:24:16  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:24:17  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:24:21  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:24:22  clouds_decoded.project               INFO        [cloud_properties] Completed in 5.9s
diff --git a/logs/S2A_MSIL1C_20180417T213931_N0500_R143_T02KNG_20230811T050949/pipeline.log b/logs/S2A_MSIL1C_20180417T213931_N0500_R143_T02KNG_20230811T050949/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..c0c57979a22fd563c9008b4c679f545b612343fd
--- /dev/null
+++ b/logs/S2A_MSIL1C_20180417T213931_N0500_R143_T02KNG_20230811T050949/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:30:15.668261 ---
+2026-03-26T15:30:15  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:30:15  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20180417T213931_N0500_R143_T02KNG_20230811T050949
+2026-03-26T15:30:15  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:32:54  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:32:55  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:33:59  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2455836/2456988 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:34:00  clouds_decoded.project               INFO        [cloud_mask] Completed in 66.1s
+2026-03-26T15:34:03  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:34:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 26.5 seconds
+2026-03-26T15:34:30  clouds_decoded.project               INFO        [cloud_height] Completed in 30.0s
+2026-03-26T15:35:05  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T15:35:05  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T15:35:05  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T15:35:07  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T15:35:07  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T15:35:08  clouds_decoded.project               INFO        [albedo] Completed in 38.2s
+2026-03-26T15:35:18  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:36:01  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:36:01  clouds_decoded.project               INFO        [refocus] Completed in 43.5s
+2026-03-26T15:36:01  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:36:02  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:36:06  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:36:29  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:36:31  clouds_decoded.project               INFO        [cloud_properties] Completed in 30.2s
diff --git a/logs/S2A_MSIL1C_20180430T011701_N0500_R031_T54SVC_20230804T092845/pipeline.log b/logs/S2A_MSIL1C_20180430T011701_N0500_R031_T54SVC_20230804T092845/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..ebe521d43a8cc1d4787ae373d650ae1d55f7e3f8
--- /dev/null
+++ b/logs/S2A_MSIL1C_20180430T011701_N0500_R031_T54SVC_20230804T092845/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T23:03:57.180322 ---
+2026-03-26T23:03:57  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:03:57  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20180430T011701_N0500_R031_T54SVC_20230804T092845
+2026-03-26T23:03:57  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:05:42  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:05:43  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:06:40  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1966446/3220206 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:06:44  clouds_decoded.project               INFO        [cloud_mask] Completed in 61.6s
+2026-03-26T23:06:54  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:06:54  clouds_decoded.sliding_window        INFO      Sliding window: skipping 6/484 windows (no True pixels in skip_mask)
+2026-03-26T23:07:18  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 33.6 seconds
+2026-03-26T23:07:21  clouds_decoded.project               INFO        [cloud_height] Completed in 36.7s
+2026-03-26T23:07:23  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 43.9%
+2026-03-26T23:07:25  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:07:27  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:07:27  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:07:27  clouds_decoded.project               INFO        [albedo] Completed in 6.7s
+2026-03-26T23:07:27  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:08:47  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:08:47  clouds_decoded.project               INFO        [refocus] Completed in 80.0s
+2026-03-26T23:08:47  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:08:48  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:08:49  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:08:59  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:09:00  clouds_decoded.project               INFO        [cloud_properties] Completed in 12.8s
diff --git a/logs/S2A_MSIL1C_20180504T143751_N0500_R096_T21PTT_20230717T235031/pipeline.log b/logs/S2A_MSIL1C_20180504T143751_N0500_R096_T21PTT_20230717T235031/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..b256a9dab4ef7f67f71c2a8e179c12e665997b9a
--- /dev/null
+++ b/logs/S2A_MSIL1C_20180504T143751_N0500_R096_T21PTT_20230717T235031/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T20:00:13.466616 ---
+2026-03-26T20:00:13  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T20:00:13  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20180504T143751_N0500_R096_T21PTT_20230717T235031
+2026-03-26T20:00:13  clouds_decoded.project               INFO      ============================================================
+2026-03-26T20:02:39  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T20:04:53  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T20:05:17  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2458352/5462903 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T20:05:20  clouds_decoded.project               INFO        [cloud_mask] Completed in 161.1s
+2026-03-26T20:07:46  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T20:07:46  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T20:08:18  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 47.1 seconds
+2026-03-26T20:09:36  clouds_decoded.project               INFO        [cloud_height] Completed in 125.8s
+2026-03-26T20:10:09  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 60.5%
+2026-03-26T20:10:16  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T20:10:26  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T20:10:26  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T20:10:27  clouds_decoded.project               INFO        [albedo] Completed in 49.9s
+2026-03-26T20:10:27  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:11:30  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:11:30  clouds_decoded.project               INFO        [refocus] Completed in 62.6s
+2026-03-26T20:11:30  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:11:30  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:11:31  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:11:38  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:11:39  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.0s
diff --git a/logs/S2A_MSIL1C_20180519T182921_N0500_R027_T11RLP_20230809T153126/pipeline.log b/logs/S2A_MSIL1C_20180519T182921_N0500_R027_T11RLP_20230809T153126/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..bd43787f2e19516633c759c1f982f45e2b238d76
--- /dev/null
+++ b/logs/S2A_MSIL1C_20180519T182921_N0500_R027_T11RLP_20230809T153126/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:20:00.439371 ---
+2026-03-26T18:20:00  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:20:00  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20180519T182921_N0500_R027_T11RLP_20230809T153126
+2026-03-26T18:20:00  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:21:42  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:21:43  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:22:27  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1570779/1574379 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:22:28  clouds_decoded.project               INFO        [cloud_mask] Completed in 45.3s
+2026-03-26T18:22:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:23:02  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 34.6 seconds
+2026-03-26T18:23:20  clouds_decoded.project               INFO        [cloud_height] Completed in 51.9s
+2026-03-26T18:23:34  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T18:23:34  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T18:23:34  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:23:38  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:23:38  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:23:42  clouds_decoded.project               INFO        [albedo] Completed in 22.6s
+2026-03-26T18:23:42  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:24:34  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:24:34  clouds_decoded.project               INFO        [refocus] Completed in 51.9s
+2026-03-26T18:24:34  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:24:35  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:24:35  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:24:45  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:24:47  clouds_decoded.project               INFO        [cloud_properties] Completed in 12.7s
diff --git a/logs/S2A_MSIL1C_20180530T011651_N0500_R031_T54SVC_20230904T023356/pipeline.log b/logs/S2A_MSIL1C_20180530T011651_N0500_R031_T54SVC_20230904T023356/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..7f4cd169eb9eae055ffe7363f408193fb7a09bbc
--- /dev/null
+++ b/logs/S2A_MSIL1C_20180530T011651_N0500_R031_T54SVC_20230904T023356/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T23:04:30.034055 ---
+2026-03-26T23:04:30  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:04:30  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20180530T011651_N0500_R031_T54SVC_20230904T023356
+2026-03-26T23:04:30  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:06:44  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:06:51  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:07:24  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 901517/901517 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:07:25  clouds_decoded.project               INFO        [cloud_mask] Completed in 41.3s
+2026-03-26T23:07:28  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:08:06  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 40.6 seconds
+2026-03-26T23:08:25  clouds_decoded.project               INFO        [cloud_height] Completed in 60.0s
+2026-03-26T23:08:27  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T23:08:27  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T23:08:27  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T23:08:27  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T23:08:27  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T23:08:27  clouds_decoded.project               INFO        [albedo] Completed in 1.8s
+2026-03-26T23:08:27  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:09:04  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:09:04  clouds_decoded.project               INFO        [refocus] Completed in 37.2s
+2026-03-26T23:09:04  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:09:05  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:09:05  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:09:06  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:09:09  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.5s
diff --git a/logs/S2A_MSIL1C_20180723T143751_N0500_R096_T21PTT_20230720T121348/pipeline.log b/logs/S2A_MSIL1C_20180723T143751_N0500_R096_T21PTT_20230720T121348/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..2189fb4b0fbb702544c1a02c42eb5d797d9639ce
--- /dev/null
+++ b/logs/S2A_MSIL1C_20180723T143751_N0500_R096_T21PTT_20230720T121348/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T20:01:32.967183 ---
+2026-03-26T20:01:32  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T20:01:32  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20180723T143751_N0500_R096_T21PTT_20230720T121348
+2026-03-26T20:01:32  clouds_decoded.project               INFO      ============================================================
+2026-03-26T20:07:43  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T20:07:46  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T20:10:09  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2043460/4488149 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T20:10:11  clouds_decoded.project               INFO        [cloud_mask] Completed in 147.8s
+2026-03-26T20:10:51  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T20:11:12  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 23.4 seconds
+2026-03-26T20:11:17  clouds_decoded.project               INFO        [cloud_height] Completed in 27.8s
+2026-03-26T20:11:30  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 57.3%
+2026-03-26T20:11:34  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T20:11:41  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T20:11:41  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T20:11:41  clouds_decoded.project               INFO        [albedo] Completed in 23.9s
+2026-03-26T20:11:41  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:12:21  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:12:21  clouds_decoded.project               INFO        [refocus] Completed in 39.9s
+2026-03-26T20:12:22  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:12:22  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:12:22  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:12:25  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:12:27  clouds_decoded.project               INFO        [cloud_properties] Completed in 5.3s
diff --git a/logs/S2A_MSIL1C_20180728T182921_N0500_R027_T11RLP_20230722T145815/pipeline.log b/logs/S2A_MSIL1C_20180728T182921_N0500_R027_T11RLP_20230722T145815/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e6122391819c553ebf4465a3227b1e183619eb5d
--- /dev/null
+++ b/logs/S2A_MSIL1C_20180728T182921_N0500_R027_T11RLP_20230722T145815/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:21:03.332939 ---
+2026-03-26T18:21:03  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:21:03  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20180728T182921_N0500_R027_T11RLP_20230722T145815
+2026-03-26T18:21:03  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:24:11  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:24:15  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:24:58  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1694618/1694618 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:24:59  clouds_decoded.project               INFO        [cloud_mask] Completed in 47.9s
+2026-03-26T18:25:02  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:25:23  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 24.1 seconds
+2026-03-26T18:25:26  clouds_decoded.project               INFO        [cloud_height] Completed in 27.6s
+2026-03-26T18:25:28  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T18:25:28  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T18:25:28  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:25:29  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:25:29  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:25:29  clouds_decoded.project               INFO        [albedo] Completed in 2.4s
+2026-03-26T18:25:29  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:25:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:25:49  clouds_decoded.project               INFO        [refocus] Completed in 20.6s
+2026-03-26T18:25:50  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:25:50  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:25:51  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:25:57  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:25:59  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.9s
diff --git a/logs/S2A_MSIL1C_20180729T011651_N0500_R031_T54SVC_20230814T100742/pipeline.log b/logs/S2A_MSIL1C_20180729T011651_N0500_R031_T54SVC_20230814T100742/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..4987b3592f1fa6181851f9b475507822a0d70dc7
--- /dev/null
+++ b/logs/S2A_MSIL1C_20180729T011651_N0500_R031_T54SVC_20230814T100742/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T23:05:42.782685 ---
+2026-03-26T23:05:42  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:05:42  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20180729T011651_N0500_R031_T54SVC_20230814T100742
+2026-03-26T23:05:42  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:08:29  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:08:35  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:09:04  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 502198/1184506 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:09:05  clouds_decoded.project               INFO        [cloud_mask] Completed in 36.4s
+2026-03-26T23:09:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:09:08  clouds_decoded.sliding_window        INFO      Sliding window: skipping 80/484 windows (no True pixels in skip_mask)
+2026-03-26T23:09:55  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 50.0 seconds
+2026-03-26T23:10:05  clouds_decoded.project               INFO        [cloud_height] Completed in 60.0s
+2026-03-26T23:10:07  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 85.5%
+2026-03-26T23:10:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:10:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:10:15  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:10:16  clouds_decoded.project               INFO        [albedo] Completed in 10.0s
+2026-03-26T23:10:16  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:11:10  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:11:10  clouds_decoded.project               INFO        [refocus] Completed in 54.8s
+2026-03-26T23:11:10  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:11:11  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:11:12  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:11:21  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:11:22  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.9s
diff --git a/logs/S2A_MSIL1C_20180802T143751_N0500_R096_T21PTT_20230624T163422/pipeline.log b/logs/S2A_MSIL1C_20180802T143751_N0500_R096_T21PTT_20230624T163422/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..237da67fd96bad07c65a1cddf961e67e099db40b
--- /dev/null
+++ b/logs/S2A_MSIL1C_20180802T143751_N0500_R096_T21PTT_20230624T163422/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T20:02:39.112719 ---
+2026-03-26T20:02:39  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T20:02:39  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20180802T143751_N0500_R096_T21PTT_20230624T163422
+2026-03-26T20:02:39  clouds_decoded.project               INFO      ============================================================
+2026-03-26T20:10:11  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T20:10:12  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T20:10:48  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2492442/4855184 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T20:10:50  clouds_decoded.project               INFO        [cloud_mask] Completed in 39.3s
+2026-03-26T20:11:24  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T20:11:39  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 21.2 seconds
+2026-03-26T20:11:44  clouds_decoded.project               INFO        [cloud_height] Completed in 26.0s
+2026-03-26T20:11:46  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 53.5%
+2026-03-26T20:11:53  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T20:12:08  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T20:12:09  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T20:12:09  clouds_decoded.project               INFO        [albedo] Completed in 25.4s
+2026-03-26T20:12:09  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:13:09  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:13:09  clouds_decoded.project               INFO        [refocus] Completed in 60.3s
+2026-03-26T20:13:10  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:13:10  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:13:10  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:13:12  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:13:13  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.3s
diff --git a/logs/S2A_MSIL1C_20180805T213931_N0500_R143_T02KNG_20230625T040858/pipeline.log b/logs/S2A_MSIL1C_20180805T213931_N0500_R143_T02KNG_20230625T040858/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..6bc9a91405215fb7d9aaf10e66c8ccb4cbe845c8
--- /dev/null
+++ b/logs/S2A_MSIL1C_20180805T213931_N0500_R143_T02KNG_20230625T040858/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T15:34:00.695955 ---
+2026-03-26T15:34:00  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:34:00  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20180805T213931_N0500_R143_T02KNG_20230625T040858
+2026-03-26T15:34:00  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:37:44  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:37:48  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:38:45  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3227375/5670132 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:38:58  clouds_decoded.project               INFO        [cloud_mask] Completed in 73.2s
+2026-03-26T15:39:05  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:39:29  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 30.9 seconds
+2026-03-26T15:39:33  clouds_decoded.project               INFO        [cloud_height] Completed in 35.4s
+2026-03-26T15:39:37  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 55.1%
+2026-03-26T15:39:40  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:39:42  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:39:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:39:43  clouds_decoded.project               INFO        [albedo] Completed in 10.1s
+2026-03-26T15:39:47  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:41:01  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:41:01  clouds_decoded.project               INFO        [refocus] Completed in 74.1s
+2026-03-26T15:41:01  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:41:01  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:41:06  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:41:26  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:41:27  clouds_decoded.project               INFO        [cloud_properties] Completed in 26.6s
diff --git a/logs/S2A_MSIL1C_20180827T182921_N0500_R027_T11RLP_20230711T224117/pipeline.log b/logs/S2A_MSIL1C_20180827T182921_N0500_R027_T11RLP_20230711T224117/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1ea97b87f31bf356ab7e87677cfd413a8b540f38
--- /dev/null
+++ b/logs/S2A_MSIL1C_20180827T182921_N0500_R027_T11RLP_20230711T224117/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:21:42.952725 ---
+2026-03-26T18:21:42  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:21:42  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20180827T182921_N0500_R027_T11RLP_20230711T224117
+2026-03-26T18:21:42  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:24:59  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:24:59  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:25:36  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1169096/1179502 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:25:37  clouds_decoded.project               INFO        [cloud_mask] Completed in 37.9s
+2026-03-26T18:25:39  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:26:00  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 23.2 seconds
+2026-03-26T18:26:03  clouds_decoded.project               INFO        [cloud_height] Completed in 26.6s
+2026-03-26T18:26:05  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 1.5%
+2026-03-26T18:26:05  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 1.5% < threshold 5%. Running fallback.
+2026-03-26T18:26:05  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:26:06  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:26:06  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:26:06  clouds_decoded.project               INFO        [albedo] Completed in 2.3s
+2026-03-26T18:26:06  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:26:28  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:26:28  clouds_decoded.project               INFO        [refocus] Completed in 22.3s
+2026-03-26T18:26:28  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:26:28  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:26:29  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:26:30  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:26:32  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.1s
diff --git a/logs/S2A_MSIL1C_20180901T143741_N0500_R096_T21PTT_20230624T115726/pipeline.log b/logs/S2A_MSIL1C_20180901T143741_N0500_R096_T21PTT_20230624T115726/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..8793d2437ab60c5e1a2187b5524167a1368ec6d9
--- /dev/null
+++ b/logs/S2A_MSIL1C_20180901T143741_N0500_R096_T21PTT_20230624T115726/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T20:05:20.212110 ---
+2026-03-26T20:05:20  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T20:05:20  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20180901T143741_N0500_R096_T21PTT_20230624T115726
+2026-03-26T20:05:20  clouds_decoded.project               INFO      ============================================================
+2026-03-26T20:10:50  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T20:10:51  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T20:11:32  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1903703/4920311 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T20:11:35  clouds_decoded.project               INFO        [cloud_mask] Completed in 45.3s
+2026-03-26T20:11:48  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T20:12:18  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 33.9 seconds
+2026-03-26T20:12:21  clouds_decoded.project               INFO        [cloud_height] Completed in 37.2s
+2026-03-26T20:12:24  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 56.6%
+2026-03-26T20:12:29  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T20:12:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T20:12:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T20:12:34  clouds_decoded.project               INFO        [albedo] Completed in 12.6s
+2026-03-26T20:12:34  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:13:24  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:13:24  clouds_decoded.project               INFO        [refocus] Completed in 50.0s
+2026-03-26T20:13:24  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:13:24  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:13:26  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:13:34  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:13:36  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.8s
diff --git a/logs/S2A_MSIL1C_20180916T183011_N0500_R027_T11RLP_20230706T093728/pipeline.log b/logs/S2A_MSIL1C_20180916T183011_N0500_R027_T11RLP_20230706T093728/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..86fa51dcfdfa78dde03193a87ee81c5358298477
--- /dev/null
+++ b/logs/S2A_MSIL1C_20180916T183011_N0500_R027_T11RLP_20230706T093728/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:22:28.244495 ---
+2026-03-26T18:22:28  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:22:28  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20180916T183011_N0500_R027_T11RLP_20230706T093728
+2026-03-26T18:22:28  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:25:37  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:25:37  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:26:12  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 0/1606 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:26:13  clouds_decoded.project               INFO        [cloud_mask] Completed in 35.9s
+2026-03-26T18:26:19  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:26:19  clouds_decoded.sliding_window        INFO      Sliding window: skipping 400/484 windows (no True pixels in skip_mask)
+2026-03-26T18:26:24  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 11.4 seconds
+2026-03-26T18:26:28  clouds_decoded.project               INFO        [cloud_height] Completed in 14.9s
+2026-03-26T18:26:29  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 99.7%
+2026-03-26T18:26:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:26:35  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:26:35  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:26:35  clouds_decoded.project               INFO        [albedo] Completed in 7.6s
+2026-03-26T18:26:35  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:27:28  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:27:28  clouds_decoded.project               INFO        [refocus] Completed in 52.3s
+2026-03-26T18:27:28  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:27:28  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:27:29  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:27:34  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:27:35  clouds_decoded.project               INFO        [cloud_properties] Completed in 7.1s
diff --git a/logs/S2A_MSIL1C_20181213T213921_N0500_R143_T02KNG_20230616T114648/pipeline.log b/logs/S2A_MSIL1C_20181213T213921_N0500_R143_T02KNG_20230616T114648/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1a5457fc47095fd62d72dbbc0fd83068643c2e21
--- /dev/null
+++ b/logs/S2A_MSIL1C_20181213T213921_N0500_R143_T02KNG_20230616T114648/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T15:38:58.148405 ---
+2026-03-26T15:38:58  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:38:58  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20181213T213921_N0500_R143_T02KNG_20230616T114648
+2026-03-26T15:38:58  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:41:31  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:43:01  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:43:37  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2367875/3128082 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:43:51  clouds_decoded.project               INFO        [cloud_mask] Completed in 139.4s
+2026-03-26T15:45:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:45:50  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 119.5 seconds
+2026-03-26T15:45:54  clouds_decoded.project               INFO        [cloud_height] Completed in 122.9s
+2026-03-26T15:46:02  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 10.4%
+2026-03-26T15:46:05  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:46:09  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:46:09  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:46:10  clouds_decoded.project               INFO        [albedo] Completed in 16.1s
+2026-03-26T15:46:13  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:46:51  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:46:51  clouds_decoded.project               INFO        [refocus] Completed in 38.2s
+2026-03-26T15:46:51  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:46:51  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:46:52  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:47:02  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:47:05  clouds_decoded.project               INFO        [cloud_properties] Completed in 14.0s
diff --git a/logs/S2A_MSIL1C_20181225T183751_N0500_R027_T11RLP_20230622T104425/pipeline.log b/logs/S2A_MSIL1C_20181225T183751_N0500_R027_T11RLP_20230622T104425/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..69b96ba91a2ae8d070c2be7a227f75883df21b7e
--- /dev/null
+++ b/logs/S2A_MSIL1C_20181225T183751_N0500_R027_T11RLP_20230622T104425/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T18:25:37.236360 ---
+2026-03-26T18:25:37  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:25:37  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20181225T183751_N0500_R027_T11RLP_20230622T104425
+2026-03-26T18:25:37  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:27:52  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:27:53  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:28:41  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 5417403/9207493 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:28:43  clouds_decoded.project               INFO        [cloud_mask] Completed in 50.2s
+2026-03-26T18:28:45  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:29:33  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 50.0 seconds
+2026-03-26T18:30:08  clouds_decoded.project               INFO        [cloud_height] Completed in 85.8s
+2026-03-26T18:30:10  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 43.0%
+2026-03-26T18:30:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:30:16  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:30:17  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:30:17  clouds_decoded.project               INFO        [albedo] Completed in 8.8s
+2026-03-26T18:30:17  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:30:36  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:30:36  clouds_decoded.project               INFO        [refocus] Completed in 18.4s
+2026-03-26T18:30:36  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:30:36  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:30:36  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:30:37  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:30:38  clouds_decoded.project               INFO        [cloud_properties] Completed in 2.7s
diff --git a/logs/S2A_MSIL1C_20181226T012041_N0500_R031_T54SVC_20230815T205806/pipeline.log b/logs/S2A_MSIL1C_20181226T012041_N0500_R031_T54SVC_20230815T205806/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..a3fc5393f3e07467288e95c14e3bed69d409b76c
--- /dev/null
+++ b/logs/S2A_MSIL1C_20181226T012041_N0500_R031_T54SVC_20230815T205806/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T23:10:06.935400 ---
+2026-03-26T23:10:06  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:10:06  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20181226T012041_N0500_R031_T54SVC_20230815T205806
+2026-03-26T23:10:06  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:12:46  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:12:47  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:13:18  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2185727/2190317 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:13:19  clouds_decoded.project               INFO        [cloud_mask] Completed in 32.6s
+2026-03-26T23:13:22  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:13:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 25.3 seconds
+2026-03-26T23:13:48  clouds_decoded.project               INFO        [cloud_height] Completed in 28.5s
+2026-03-26T23:13:50  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T23:13:50  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T23:13:50  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T23:13:50  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T23:13:50  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T23:13:50  clouds_decoded.project               INFO        [albedo] Completed in 2.4s
+2026-03-26T23:13:50  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:14:17  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:14:17  clouds_decoded.project               INFO        [refocus] Completed in 26.6s
+2026-03-26T23:14:17  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:14:17  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:14:17  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:14:19  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:14:21  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.1s
diff --git a/logs/S2A_MSIL1C_20190104T183741_N0500_R027_T11RLP_20230611T201225/pipeline.log b/logs/S2A_MSIL1C_20190104T183741_N0500_R027_T11RLP_20230611T201225/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..0a85e38bd4ad68aef41d083d6f5a95aa5782d86f
--- /dev/null
+++ b/logs/S2A_MSIL1C_20190104T183741_N0500_R027_T11RLP_20230611T201225/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:26:13.141998 ---
+2026-03-26T18:26:13  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:26:13  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20190104T183741_N0500_R027_T11RLP_20230611T201225
+2026-03-26T18:26:13  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:28:43  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:28:43  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:30:10  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 209099/665143 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:30:11  clouds_decoded.project               INFO        [cloud_mask] Completed in 88.1s
+2026-03-26T18:30:13  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:30:13  clouds_decoded.sliding_window        INFO      Sliding window: skipping 342/484 windows (no True pixels in skip_mask)
+2026-03-26T18:30:21  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 10.4 seconds
+2026-03-26T18:30:25  clouds_decoded.project               INFO        [cloud_height] Completed in 14.6s
+2026-03-26T18:30:27  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 94.6%
+2026-03-26T18:30:31  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:30:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:30:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:30:34  clouds_decoded.project               INFO        [albedo] Completed in 8.4s
+2026-03-26T18:30:34  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:30:54  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:30:54  clouds_decoded.project               INFO        [refocus] Completed in 20.0s
+2026-03-26T18:30:54  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:30:54  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:30:55  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:30:59  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:31:00  clouds_decoded.project               INFO        [cloud_properties] Completed in 6.4s
diff --git a/logs/S2A_MSIL1C_20190112T213921_N0500_R143_T02KNG_20221128T205658/pipeline.log b/logs/S2A_MSIL1C_20190112T213921_N0500_R143_T02KNG_20221128T205658/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..6c4a0159c9f60fc96ad92c18d9234acafe5faae5
--- /dev/null
+++ b/logs/S2A_MSIL1C_20190112T213921_N0500_R143_T02KNG_20221128T205658/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T15:39:39.857432 ---
+2026-03-26T15:39:39  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:39:39  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20190112T213921_N0500_R143_T02KNG_20221128T205658
+2026-03-26T15:39:39  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:43:51  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:45:20  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:46:02  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2863085/3899474 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:46:04  clouds_decoded.project               INFO        [cloud_mask] Completed in 132.9s
+2026-03-26T15:46:09  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:46:33  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 28.9 seconds
+2026-03-26T15:46:37  clouds_decoded.project               INFO        [cloud_height] Completed in 32.9s
+2026-03-26T15:46:41  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 29.8%
+2026-03-26T15:46:44  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:46:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:46:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:46:46  clouds_decoded.project               INFO        [albedo] Completed in 9.7s
+2026-03-26T15:46:51  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:47:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:47:49  clouds_decoded.project               INFO        [refocus] Completed in 58.2s
+2026-03-26T15:47:49  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:47:49  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:47:53  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:48:11  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:48:12  clouds_decoded.project               INFO        [cloud_properties] Completed in 23.0s
diff --git a/logs/S2A_MSIL1C_20190208T143751_N0500_R096_T21PTT_20221205T095406/pipeline.log b/logs/S2A_MSIL1C_20190208T143751_N0500_R096_T21PTT_20221205T095406/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..4b4e74187b9df8a637341abf7c4d19ed69b10f78
--- /dev/null
+++ b/logs/S2A_MSIL1C_20190208T143751_N0500_R096_T21PTT_20221205T095406/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T20:12:23.032618 ---
+2026-03-26T20:12:23  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T20:12:23  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20190208T143751_N0500_R096_T21PTT_20221205T095406
+2026-03-26T20:12:23  clouds_decoded.project               INFO      ============================================================
+2026-03-26T20:15:20  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T20:15:21  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T20:15:53  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1138297/3889959 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T20:15:55  clouds_decoded.project               INFO        [cloud_mask] Completed in 34.9s
+2026-03-26T20:16:11  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T20:16:11  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T20:16:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 48.5 seconds
+2026-03-26T20:16:48  clouds_decoded.project               INFO        [cloud_height] Completed in 52.4s
+2026-03-26T20:17:02  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 70.2%
+2026-03-26T20:17:08  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T20:17:10  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T20:17:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T20:17:11  clouds_decoded.project               INFO        [albedo] Completed in 23.3s
+2026-03-26T20:17:11  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:18:17  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:18:17  clouds_decoded.project               INFO        [refocus] Completed in 65.8s
+2026-03-26T20:18:17  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:18:17  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:18:18  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:18:30  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:18:32  clouds_decoded.project               INFO        [cloud_properties] Completed in 14.7s
diff --git a/logs/S2A_MSIL1C_20190214T011741_N0500_R031_T54SVC_20221205T095149/pipeline.log b/logs/S2A_MSIL1C_20190214T011741_N0500_R031_T54SVC_20221205T095149/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..2cad1f799c86f6941a0a530b169aad22fa7d0d94
--- /dev/null
+++ b/logs/S2A_MSIL1C_20190214T011741_N0500_R031_T54SVC_20221205T095149/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T23:12:18.356259 ---
+2026-03-26T23:12:18  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:12:18  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20190214T011741_N0500_R031_T54SVC_20221205T095149
+2026-03-26T23:12:18  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:13:52  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:13:53  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:14:23  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1738316/1738316 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:14:24  clouds_decoded.project               INFO        [cloud_mask] Completed in 31.4s
+2026-03-26T23:14:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:14:52  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 28.4 seconds
+2026-03-26T23:14:57  clouds_decoded.project               INFO        [cloud_height] Completed in 33.5s
+2026-03-26T23:14:59  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T23:14:59  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T23:14:59  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T23:14:59  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T23:14:59  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T23:15:00  clouds_decoded.project               INFO        [albedo] Completed in 2.1s
+2026-03-26T23:15:00  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:15:33  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:15:33  clouds_decoded.project               INFO        [refocus] Completed in 32.9s
+2026-03-26T23:15:33  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:15:33  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:15:33  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:15:36  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:15:39  clouds_decoded.project               INFO        [cloud_properties] Completed in 6.1s
diff --git a/logs/S2A_MSIL1C_20190315T183121_N0500_R027_T11RLP_20221121T072058/pipeline.log b/logs/S2A_MSIL1C_20190315T183121_N0500_R027_T11RLP_20221121T072058/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..a713f2c2a2a1a348a9f494a6b24ee26e409a7297
--- /dev/null
+++ b/logs/S2A_MSIL1C_20190315T183121_N0500_R027_T11RLP_20221121T072058/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:27:52.890321 ---
+2026-03-26T18:27:52  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:27:52  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20190315T183121_N0500_R027_T11RLP_20221121T072058
+2026-03-26T18:27:52  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:30:39  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:30:39  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:31:10  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2474658/3820760 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:31:11  clouds_decoded.project               INFO        [cloud_mask] Completed in 31.9s
+2026-03-26T18:31:14  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:31:14  clouds_decoded.sliding_window        INFO      Sliding window: skipping 38/484 windows (no True pixels in skip_mask)
+2026-03-26T18:31:36  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 25.0 seconds
+2026-03-26T18:31:47  clouds_decoded.project               INFO        [cloud_height] Completed in 36.4s
+2026-03-26T18:31:50  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 33.4%
+2026-03-26T18:31:56  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:31:59  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:31:59  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:32:00  clouds_decoded.project               INFO        [albedo] Completed in 12.0s
+2026-03-26T18:32:00  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:32:30  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:32:30  clouds_decoded.project               INFO        [refocus] Completed in 30.7s
+2026-03-26T18:32:31  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:32:31  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:32:32  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:32:48  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:32:50  clouds_decoded.project               INFO        [cloud_properties] Completed in 19.1s
diff --git a/logs/S2A_MSIL1C_20190405T011651_N0500_R031_T54SVC_20221021T162345/pipeline.log b/logs/S2A_MSIL1C_20190405T011651_N0500_R031_T54SVC_20221021T162345/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..7944b23c19375f1483de80265d65773bee8d19e3
--- /dev/null
+++ b/logs/S2A_MSIL1C_20190405T011651_N0500_R031_T54SVC_20221021T162345/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T23:13:19.588916 ---
+2026-03-26T23:13:19  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:13:19  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20190405T011651_N0500_R031_T54SVC_20221021T162345
+2026-03-26T23:13:19  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:14:59  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:14:59  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:15:32  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2385392/5387829 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:15:33  clouds_decoded.project               INFO        [cloud_mask] Completed in 34.7s
+2026-03-26T23:15:36  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:15:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 23.8 seconds
+2026-03-26T23:16:00  clouds_decoded.project               INFO        [cloud_height] Completed in 27.0s
+2026-03-26T23:16:02  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 61.5%
+2026-03-26T23:16:04  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:16:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:16:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:16:06  clouds_decoded.project               INFO        [albedo] Completed in 6.1s
+2026-03-26T23:16:06  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:17:21  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:17:21  clouds_decoded.project               INFO        [refocus] Completed in 74.8s
+2026-03-26T23:17:21  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:17:22  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:17:23  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:17:36  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:17:38  clouds_decoded.project               INFO        [cloud_properties] Completed in 16.5s
diff --git a/logs/S2A_MSIL1C_20190412T213931_N0500_R143_T02KNG_20221012T104434/pipeline.log b/logs/S2A_MSIL1C_20190412T213931_N0500_R143_T02KNG_20221012T104434/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..9727f006a10c0217895f5d294c65b273a49c5a2b
--- /dev/null
+++ b/logs/S2A_MSIL1C_20190412T213931_N0500_R143_T02KNG_20221012T104434/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T15:43:51.309805 ---
+2026-03-26T15:43:51  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:43:51  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20190412T213931_N0500_R143_T02KNG_20221012T104434
+2026-03-26T15:43:51  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:47:26  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:47:40  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:48:14  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1283557/4472601 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:48:17  clouds_decoded.project               INFO        [cloud_mask] Completed in 50.5s
+2026-03-26T15:49:17  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:49:42  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 85.4 seconds
+2026-03-26T15:49:46  clouds_decoded.project               INFO        [cloud_height] Completed in 89.2s
+2026-03-26T15:49:53  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 71.6%
+2026-03-26T15:49:56  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:49:59  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:49:59  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:49:59  clouds_decoded.project               INFO        [albedo] Completed in 13.2s
+2026-03-26T15:50:03  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:52:04  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:52:04  clouds_decoded.project               INFO        [refocus] Completed in 120.8s
+2026-03-26T15:52:04  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:52:05  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:52:06  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:52:22  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:52:23  clouds_decoded.project               INFO        [cloud_properties] Completed in 19.0s
diff --git a/logs/S2A_MSIL1C_20190419T143801_N0500_R096_T21PTT_20221019T034531/pipeline.log b/logs/S2A_MSIL1C_20190419T143801_N0500_R096_T21PTT_20221019T034531/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e85d8c83e33c1e8007d2ee856f42b0cb8de9c970
--- /dev/null
+++ b/logs/S2A_MSIL1C_20190419T143801_N0500_R096_T21PTT_20221019T034531/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T20:14:43.785312 ---
+2026-03-26T20:14:43  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T20:14:43  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20190419T143801_N0500_R096_T21PTT_20221019T034531
+2026-03-26T20:14:43  clouds_decoded.project               INFO      ============================================================
+2026-03-26T20:16:51  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T20:17:06  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T20:18:08  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 91616/1238825 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T20:18:09  clouds_decoded.project               INFO        [cloud_mask] Completed in 78.1s
+2026-03-26T20:18:11  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T20:18:11  clouds_decoded.sliding_window        INFO      Sliding window: skipping 57/484 windows (no True pixels in skip_mask)
+2026-03-26T20:18:32  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 22.3 seconds
+2026-03-26T20:18:35  clouds_decoded.project               INFO        [cloud_height] Completed in 25.6s
+2026-03-26T20:18:37  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 95.3%
+2026-03-26T20:18:40  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T20:18:42  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T20:18:42  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T20:18:42  clouds_decoded.project               INFO        [albedo] Completed in 7.4s
+2026-03-26T20:18:42  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:19:28  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:19:28  clouds_decoded.project               INFO        [refocus] Completed in 45.5s
+2026-03-26T20:19:28  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:19:28  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:19:29  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:19:36  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:19:38  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.7s
diff --git a/logs/S2A_MSIL1C_20190502T213931_N0500_R143_T02KNG_20221211T033639/pipeline.log b/logs/S2A_MSIL1C_20190502T213931_N0500_R143_T02KNG_20221211T033639/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..b4373ddb6fe0118915058e8860e36a7aaa760111
--- /dev/null
+++ b/logs/S2A_MSIL1C_20190502T213931_N0500_R143_T02KNG_20221211T033639/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:46:04.235586 ---
+2026-03-26T15:46:04  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:46:04  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20190502T213931_N0500_R143_T02KNG_20221211T033639
+2026-03-26T15:46:04  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:48:17  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:49:15  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:49:55  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1679352/1679352 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:49:56  clouds_decoded.project               INFO        [cloud_mask] Completed in 98.9s
+2026-03-26T15:49:59  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:50:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 29.6 seconds
+2026-03-26T15:50:47  clouds_decoded.project               INFO        [cloud_height] Completed in 51.1s
+2026-03-26T15:51:02  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T15:51:02  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T15:51:02  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T15:51:12  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T15:51:12  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T15:51:16  clouds_decoded.project               INFO        [albedo] Completed in 28.8s
+2026-03-26T15:52:04  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:56:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:56:37  clouds_decoded.project               INFO        [refocus] Completed in 272.3s
+2026-03-26T15:56:37  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:56:37  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:56:38  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:56:57  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:56:59  clouds_decoded.project               INFO        [cloud_properties] Completed in 22.5s
diff --git a/logs/S2A_MSIL1C_20190515T011701_N0500_R031_T54SVC_20221209T210816/pipeline.log b/logs/S2A_MSIL1C_20190515T011701_N0500_R031_T54SVC_20221209T210816/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..7f6d62173963dbbe0f51571d4ad5462b7b96cd88
--- /dev/null
+++ b/logs/S2A_MSIL1C_20190515T011701_N0500_R031_T54SVC_20221209T210816/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T23:13:53.009492 ---
+2026-03-26T23:13:53  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:13:53  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20190515T011701_N0500_R031_T54SVC_20221209T210816
+2026-03-26T23:13:53  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:15:33  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:15:34  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:16:05  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1332764/1332764 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:16:06  clouds_decoded.project               INFO        [cloud_mask] Completed in 32.9s
+2026-03-26T23:16:09  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:16:45  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 38.7 seconds
+2026-03-26T23:17:06  clouds_decoded.project               INFO        [cloud_height] Completed in 59.9s
+2026-03-26T23:17:08  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T23:17:08  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T23:17:08  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T23:17:08  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T23:17:08  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T23:17:08  clouds_decoded.project               INFO        [albedo] Completed in 1.9s
+2026-03-26T23:17:08  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:17:59  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:17:59  clouds_decoded.project               INFO        [refocus] Completed in 51.3s
+2026-03-26T23:17:59  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:18:00  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:18:01  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:18:08  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:18:11  clouds_decoded.project               INFO        [cloud_properties] Completed in 12.1s
diff --git a/logs/S2A_MSIL1C_20190519T143751_N0500_R096_T21PTT_20221220T235154/pipeline.log b/logs/S2A_MSIL1C_20190519T143751_N0500_R096_T21PTT_20221220T235154/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..cccb2c272325de612fc5138858bf1232a3dcc374
--- /dev/null
+++ b/logs/S2A_MSIL1C_20190519T143751_N0500_R096_T21PTT_20221220T235154/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T20:15:20.811124 ---
+2026-03-26T20:15:20  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T20:15:20  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20190519T143751_N0500_R096_T21PTT_20221220T235154
+2026-03-26T20:15:20  clouds_decoded.project               INFO      ============================================================
+2026-03-26T20:18:09  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T20:18:10  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T20:18:40  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 170304/1119844 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T20:18:41  clouds_decoded.project               INFO        [cloud_mask] Completed in 32.0s
+2026-03-26T20:18:43  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T20:18:44  clouds_decoded.sliding_window        INFO      Sliding window: skipping 24/484 windows (no True pixels in skip_mask)
+2026-03-26T20:19:13  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 31.9 seconds
+2026-03-26T20:19:20  clouds_decoded.project               INFO        [cloud_height] Completed in 39.0s
+2026-03-26T20:19:22  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 77.5%
+2026-03-26T20:19:25  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T20:19:27  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T20:19:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T20:19:28  clouds_decoded.project               INFO        [albedo] Completed in 7.6s
+2026-03-26T20:19:28  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:19:54  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:19:54  clouds_decoded.project               INFO        [refocus] Completed in 25.5s
+2026-03-26T20:19:54  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:19:54  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:19:54  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:19:55  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:19:56  clouds_decoded.project               INFO        [cloud_properties] Completed in 2.1s
diff --git a/logs/S2A_MSIL1C_20190524T182921_N0500_R027_T11RLP_20230617T193102/pipeline.log b/logs/S2A_MSIL1C_20190524T182921_N0500_R027_T11RLP_20230617T193102/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..4975e8650677dd7e1fa4480fe83f7f184ba8d385
--- /dev/null
+++ b/logs/S2A_MSIL1C_20190524T182921_N0500_R027_T11RLP_20230617T193102/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:30:11.193736 ---
+2026-03-26T18:30:11  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:30:11  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20190524T182921_N0500_R027_T11RLP_20230617T193102
+2026-03-26T18:30:11  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:31:48  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:31:48  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:32:23  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1903240/2196345 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:32:24  clouds_decoded.project               INFO        [cloud_mask] Completed in 36.5s
+2026-03-26T18:32:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:32:27  clouds_decoded.sliding_window        INFO      Sliding window: skipping 6/484 windows (no True pixels in skip_mask)
+2026-03-26T18:32:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 33.3 seconds
+2026-03-26T18:33:22  clouds_decoded.project               INFO        [cloud_height] Completed in 58.0s
+2026-03-26T18:33:26  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 17.0%
+2026-03-26T18:33:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:33:30  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:33:31  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:33:31  clouds_decoded.project               INFO        [albedo] Completed in 9.2s
+2026-03-26T18:33:31  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:34:18  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:34:18  clouds_decoded.project               INFO        [refocus] Completed in 46.9s
+2026-03-26T18:34:18  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:34:19  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:34:19  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:34:29  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:34:31  clouds_decoded.project               INFO        [cloud_properties] Completed in 12.9s
diff --git a/logs/S2A_MSIL1C_20190601T213931_N0500_R143_T02KNG_20230528T090730/pipeline.log b/logs/S2A_MSIL1C_20190601T213931_N0500_R143_T02KNG_20230528T090730/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..9dbacbaa41d76822d1dbc5f7982ed714fe8838ee
--- /dev/null
+++ b/logs/S2A_MSIL1C_20190601T213931_N0500_R143_T02KNG_20230528T090730/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:46:43.564409 ---
+2026-03-26T15:46:43  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:46:43  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20190601T213931_N0500_R143_T02KNG_20230528T090730
+2026-03-26T15:46:43  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:49:56  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:49:56  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:50:47  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 75034/918443 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:50:49  clouds_decoded.project               INFO        [cloud_mask] Completed in 53.0s
+2026-03-26T15:51:56  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:51:56  clouds_decoded.sliding_window        INFO      Sliding window: skipping 103/484 windows (no True pixels in skip_mask)
+2026-03-26T15:52:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 81.7 seconds
+2026-03-26T15:52:30  clouds_decoded.project               INFO        [cloud_height] Completed in 101.6s
+2026-03-26T15:52:32  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 95.7%
+2026-03-26T15:53:05  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:55:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:55:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:55:24  clouds_decoded.project               INFO        [albedo] Completed in 173.8s
+2026-03-26T15:56:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:59:04  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:59:04  clouds_decoded.project               INFO        [refocus] Completed in 147.2s
+2026-03-26T15:59:04  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:59:04  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:59:05  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:59:17  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:59:18  clouds_decoded.project               INFO        [cloud_properties] Completed in 13.6s
diff --git a/logs/S2A_MSIL1C_20190618T143751_N0500_R096_T21PTT_20221221T124029/pipeline.log b/logs/S2A_MSIL1C_20190618T143751_N0500_R096_T21PTT_20221221T124029/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..9d205a8ff28df2f937763663a24674cc03a75e22
--- /dev/null
+++ b/logs/S2A_MSIL1C_20190618T143751_N0500_R096_T21PTT_20221221T124029/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T20:15:55.715766 ---
+2026-03-26T20:15:55  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T20:15:55  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20190618T143751_N0500_R096_T21PTT_20221221T124029
+2026-03-26T20:15:55  clouds_decoded.project               INFO      ============================================================
+2026-03-26T20:18:41  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T20:18:42  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T20:19:21  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3465909/6657627 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T20:19:23  clouds_decoded.project               INFO        [cloud_mask] Completed in 41.3s
+2026-03-26T20:19:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T20:19:26  clouds_decoded.sliding_window        INFO      Sliding window: skipping 2/484 windows (no True pixels in skip_mask)
+2026-03-26T20:19:47  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 23.9 seconds
+2026-03-26T20:19:51  clouds_decoded.project               INFO        [cloud_height] Completed in 27.9s
+2026-03-26T20:19:52  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 50.9%
+2026-03-26T20:19:55  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T20:19:57  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T20:19:57  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T20:19:57  clouds_decoded.project               INFO        [albedo] Completed in 6.0s
+2026-03-26T20:19:57  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:20:12  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:20:12  clouds_decoded.project               INFO        [refocus] Completed in 15.2s
+2026-03-26T20:20:12  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:20:12  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:20:13  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:20:14  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:20:14  clouds_decoded.project               INFO        [cloud_properties] Completed in 2.4s
diff --git a/logs/S2A_MSIL1C_20190623T182921_N0500_R027_T11RLP_20230508T030900/pipeline.log b/logs/S2A_MSIL1C_20190623T182921_N0500_R027_T11RLP_20230508T030900/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..3ae8d8892cc89c8dfdf388959cdce6891e392cb0
--- /dev/null
+++ b/logs/S2A_MSIL1C_20190623T182921_N0500_R027_T11RLP_20230508T030900/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:30:39.499179 ---
+2026-03-26T18:30:39  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:30:39  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20190623T182921_N0500_R027_T11RLP_20230508T030900
+2026-03-26T18:30:39  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:32:24  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:32:25  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:33:26  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1512253/1512253 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:33:27  clouds_decoded.project               INFO        [cloud_mask] Completed in 63.1s
+2026-03-26T18:33:30  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:33:56  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 28.6 seconds
+2026-03-26T18:34:07  clouds_decoded.project               INFO        [cloud_height] Completed in 39.5s
+2026-03-26T18:34:11  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T18:34:11  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T18:34:11  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:34:11  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:34:11  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:34:11  clouds_decoded.project               INFO        [albedo] Completed in 4.2s
+2026-03-26T18:34:11  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:34:46  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:34:46  clouds_decoded.project               INFO        [refocus] Completed in 34.7s
+2026-03-26T18:34:46  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:34:46  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:34:46  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:34:48  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:34:50  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.0s
diff --git a/logs/S2A_MSIL1C_20190708T143751_N0500_R096_T21PTT_20230702T221311/pipeline.log b/logs/S2A_MSIL1C_20190708T143751_N0500_R096_T21PTT_20230702T221311/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..19b1a5cc2865558b77e97844e9c90609ec87c29f
--- /dev/null
+++ b/logs/S2A_MSIL1C_20190708T143751_N0500_R096_T21PTT_20230702T221311/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T20:16:51.816980 ---
+2026-03-26T20:16:51  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T20:16:51  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20190708T143751_N0500_R096_T21PTT_20230702T221311
+2026-03-26T20:16:51  clouds_decoded.project               INFO      ============================================================
+2026-03-26T20:19:23  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T20:19:23  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T20:19:54  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 585353/3734769 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T20:19:55  clouds_decoded.project               INFO        [cloud_mask] Completed in 32.3s
+2026-03-26T20:19:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T20:20:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 12.6 seconds
+2026-03-26T20:20:10  clouds_decoded.project               INFO        [cloud_height] Completed in 15.2s
+2026-03-26T20:20:12  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 80.9%
+2026-03-26T20:20:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T20:20:16  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T20:20:16  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T20:20:17  clouds_decoded.project               INFO        [albedo] Completed in 6.0s
+2026-03-26T20:20:17  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:20:29  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:20:29  clouds_decoded.project               INFO        [refocus] Completed in 12.4s
+2026-03-26T20:20:29  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:20:29  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:20:29  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:20:30  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:20:31  clouds_decoded.project               INFO        [cloud_properties] Completed in 2.0s
diff --git a/logs/S2A_MSIL1C_20191110T183611_N0500_R027_T11RLP_20230613T142709/pipeline.log b/logs/S2A_MSIL1C_20191110T183611_N0500_R027_T11RLP_20230613T142709/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..7725cd9cb92b1eb1f67c01ff5d1fff0733eabdf5
--- /dev/null
+++ b/logs/S2A_MSIL1C_20191110T183611_N0500_R027_T11RLP_20230613T142709/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:31:48.200754 ---
+2026-03-26T18:31:48  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:31:48  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20191110T183611_N0500_R027_T11RLP_20230613T142709
+2026-03-26T18:31:48  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:34:16  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:34:16  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:34:51  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 515895/523268 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:34:52  clouds_decoded.project               INFO        [cloud_mask] Completed in 35.9s
+2026-03-26T18:34:54  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:34:54  clouds_decoded.sliding_window        INFO      Sliding window: skipping 136/484 windows (no True pixels in skip_mask)
+2026-03-26T18:35:11  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 19.3 seconds
+2026-03-26T18:35:15  clouds_decoded.project               INFO        [cloud_height] Completed in 23.5s
+2026-03-26T18:35:17  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 70.3%
+2026-03-26T18:35:20  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:35:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:35:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:35:22  clouds_decoded.project               INFO        [albedo] Completed in 6.6s
+2026-03-26T18:35:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:36:21  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:36:21  clouds_decoded.project               INFO        [refocus] Completed in 59.6s
+2026-03-26T18:36:21  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:36:22  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:36:23  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:36:29  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:36:31  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.8s
diff --git a/logs/S2A_MSIL1C_20191205T143721_N0500_R096_T21PTT_20230619T023915/pipeline.log b/logs/S2A_MSIL1C_20191205T143721_N0500_R096_T21PTT_20230619T023915/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..f0dc5a5481cce5890448a47d8c73a39abf2c05b9
--- /dev/null
+++ b/logs/S2A_MSIL1C_20191205T143721_N0500_R096_T21PTT_20230619T023915/pipeline.log
@@ -0,0 +1,33 @@
+
+--- Run started 2026-03-26T21:19:34.028992 ---
+2026-03-26T21:19:34  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:19:34  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20191205T143721_N0500_R096_T21PTT_20230619T023915
+2026-03-26T21:19:34  clouds_decoded.project               INFO      ============================================================
+
+--- Run started 2026-03-26T21:21:54.034825 ---
+2026-03-26T21:21:54  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:21:54  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20191205T143721_N0500_R096_T21PTT_20230619T023915
+2026-03-26T21:21:54  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:25:20  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:25:26  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:30:08  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1895564/5911248 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:30:10  clouds_decoded.project               INFO        [cloud_mask] Completed in 289.6s
+2026-03-26T21:30:16  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:30:16  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T21:31:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 77.7 seconds
+2026-03-26T21:31:30  clouds_decoded.project               INFO        [cloud_height] Completed in 80.8s
+2026-03-26T21:32:21  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 73.9%
+2026-03-26T21:33:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T21:34:05  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T21:34:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T21:34:06  clouds_decoded.project               INFO        [albedo] Completed in 152.4s
+2026-03-26T21:34:06  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T21:42:16  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T21:42:16  clouds_decoded.project               INFO        [refocus] Completed in 490.0s
+2026-03-26T21:42:16  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T21:42:17  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T21:42:18  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T21:42:21  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T21:42:22  clouds_decoded.project               INFO        [cloud_properties] Completed in 5.7s
diff --git a/logs/S2A_MSIL1C_20191221T012041_N0500_R031_T54SVC_20230607T155456/pipeline.log b/logs/S2A_MSIL1C_20191221T012041_N0500_R031_T54SVC_20230607T155456/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..24ffa36a086ffa51a7e810e81fbe666725522b60
--- /dev/null
+++ b/logs/S2A_MSIL1C_20191221T012041_N0500_R031_T54SVC_20230607T155456/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T23:16:06.660179 ---
+2026-03-26T23:16:06  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:16:06  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20191221T012041_N0500_R031_T54SVC_20230607T155456
+2026-03-26T23:16:06  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:18:55  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:18:55  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:19:58  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4079115/5542964 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:19:59  clouds_decoded.project               INFO        [cloud_mask] Completed in 64.4s
+2026-03-26T23:20:03  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:20:26  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 26.5 seconds
+2026-03-26T23:20:30  clouds_decoded.project               INFO        [cloud_height] Completed in 31.3s
+2026-03-26T23:20:32  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 21.6%
+2026-03-26T23:20:34  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:20:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:20:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:20:37  clouds_decoded.project               INFO        [albedo] Completed in 6.3s
+2026-03-26T23:20:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:21:28  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:21:28  clouds_decoded.project               INFO        [refocus] Completed in 51.1s
+2026-03-26T23:21:28  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:21:28  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:21:30  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:21:35  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:21:38  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.7s
diff --git a/logs/S2A_MSIL1C_20200130T011901_N0500_R031_T54SVC_20230427T172519/pipeline.log b/logs/S2A_MSIL1C_20200130T011901_N0500_R031_T54SVC_20230427T172519/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..0ddc5eb8f1b97ac8cc0f39aeeadbe09e53e9f245
--- /dev/null
+++ b/logs/S2A_MSIL1C_20200130T011901_N0500_R031_T54SVC_20230427T172519/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T23:17:10.258194 ---
+2026-03-26T23:17:10  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:17:10  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20200130T011901_N0500_R031_T54SVC_20230427T172519
+2026-03-26T23:17:10  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:19:59  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:20:01  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:20:32  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 330894/2102875 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:20:33  clouds_decoded.project               INFO        [cloud_mask] Completed in 34.4s
+2026-03-26T23:20:36  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:20:36  clouds_decoded.sliding_window        INFO      Sliding window: skipping 4/484 windows (no True pixels in skip_mask)
+2026-03-26T23:21:03  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 30.0 seconds
+2026-03-26T23:21:21  clouds_decoded.project               INFO        [cloud_height] Completed in 47.6s
+2026-03-26T23:21:23  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 84.4%
+2026-03-26T23:21:25  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:21:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:21:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:21:29  clouds_decoded.project               INFO        [albedo] Completed in 7.7s
+2026-03-26T23:21:29  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:21:55  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:21:55  clouds_decoded.project               INFO        [refocus] Completed in 26.5s
+2026-03-26T23:21:56  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:21:56  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:21:56  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:21:57  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:21:58  clouds_decoded.project               INFO        [cloud_properties] Completed in 2.0s
diff --git a/logs/S2A_MSIL1C_20200213T143721_N0500_R096_T21PTT_20230412T190252/pipeline.log b/logs/S2A_MSIL1C_20200213T143721_N0500_R096_T21PTT_20230412T190252/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..ae4b85bb6242f572f218db4c366feec8dd5f2239
--- /dev/null
+++ b/logs/S2A_MSIL1C_20200213T143721_N0500_R096_T21PTT_20230412T190252/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T21:23:50.588709 ---
+2026-03-26T21:23:50  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:23:50  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20200213T143721_N0500_R096_T21PTT_20230412T190252
+2026-03-26T21:23:50  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:31:42  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:33:34  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:34:11  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2870117/5504838 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:34:14  clouds_decoded.project               INFO        [cloud_mask] Completed in 151.7s
+2026-03-26T21:38:43  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:38:43  clouds_decoded.sliding_window        INFO      Sliding window: skipping 4/484 windows (no True pixels in skip_mask)
+2026-03-26T21:39:45  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 330.4 seconds
+2026-03-26T21:41:24  clouds_decoded.project               INFO        [cloud_height] Completed in 429.9s
+2026-03-26T21:41:51  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 55.0%
+2026-03-26T21:41:55  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T21:42:17  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T21:42:17  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T21:42:18  clouds_decoded.project               INFO        [albedo] Completed in 53.5s
+2026-03-26T21:42:18  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T21:43:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T21:43:37  clouds_decoded.project               INFO        [refocus] Completed in 79.6s
+2026-03-26T21:43:38  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T21:43:38  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T21:43:39  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T21:44:02  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T21:44:03  clouds_decoded.project               INFO        [cloud_properties] Completed in 25.3s
diff --git a/logs/S2A_MSIL1C_20200219T011701_N0500_R031_T54SVC_20230611T232432/pipeline.log b/logs/S2A_MSIL1C_20200219T011701_N0500_R031_T54SVC_20230611T232432/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..2b72d8e497bba44f84db1bfbf6927e77cb43d836
--- /dev/null
+++ b/logs/S2A_MSIL1C_20200219T011701_N0500_R031_T54SVC_20230611T232432/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T23:17:54.459035 ---
+2026-03-26T23:17:54  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:17:54  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20200219T011701_N0500_R031_T54SVC_20230611T232432
+2026-03-26T23:17:54  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:20:33  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:20:34  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:21:22  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2867029/3721693 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:21:23  clouds_decoded.project               INFO        [cloud_mask] Completed in 49.8s
+2026-03-26T23:21:26  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:21:48  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 24.2 seconds
+2026-03-26T23:21:51  clouds_decoded.project               INFO        [cloud_height] Completed in 27.6s
+2026-03-26T23:21:52  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 24.6%
+2026-03-26T23:21:55  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:21:57  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:21:57  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:21:57  clouds_decoded.project               INFO        [albedo] Completed in 6.2s
+2026-03-26T23:21:57  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:22:12  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:22:12  clouds_decoded.project               INFO        [refocus] Completed in 14.6s
+2026-03-26T23:22:12  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:22:12  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:22:12  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:22:13  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:22:15  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.0s
diff --git a/logs/S2A_MSIL1C_20200226T213921_N0500_R143_T02KNG_20230423T003106/pipeline.log b/logs/S2A_MSIL1C_20200226T213921_N0500_R143_T02KNG_20230423T003106/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..777bf575a3684a84722e2176aafec9145dad0677
--- /dev/null
+++ b/logs/S2A_MSIL1C_20200226T213921_N0500_R143_T02KNG_20230423T003106/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:52:01.891558 ---
+2026-03-26T15:52:01  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:52:01  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20200226T213921_N0500_R143_T02KNG_20230423T003106
+2026-03-26T15:52:01  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:58:53  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:58:54  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:00:44  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2348672/2422311 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:00:45  clouds_decoded.project               INFO        [cloud_mask] Completed in 112.3s
+2026-03-26T16:01:45  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:02:04  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 21.6 seconds
+2026-03-26T16:02:09  clouds_decoded.project               INFO        [cloud_height] Completed in 26.3s
+2026-03-26T16:02:13  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 1.2%
+2026-03-26T16:02:13  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 1.2% < threshold 5%. Running fallback.
+2026-03-26T16:02:13  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T16:02:14  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T16:02:14  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T16:02:14  clouds_decoded.project               INFO        [albedo] Completed in 4.7s
+2026-03-26T16:02:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:03:03  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:03:03  clouds_decoded.project               INFO        [refocus] Completed in 15.5s
+2026-03-26T16:03:03  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:03:03  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:03:04  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:03:07  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:03:09  clouds_decoded.project               INFO        [cloud_properties] Completed in 5.6s
diff --git a/logs/S2A_MSIL1C_20200317T213921_N0500_R143_T02KNG_20230419T234354/pipeline.log b/logs/S2A_MSIL1C_20200317T213921_N0500_R143_T02KNG_20230419T234354/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..5b3a283fb1114db2971565bb4e7131f997cc3f71
--- /dev/null
+++ b/logs/S2A_MSIL1C_20200317T213921_N0500_R143_T02KNG_20230419T234354/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:52:49.934521 ---
+2026-03-26T15:52:49  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:52:49  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20200317T213921_N0500_R143_T02KNG_20230419T234354
+2026-03-26T15:52:49  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:00:45  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:00:46  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:01:45  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1123341/1123659 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:01:48  clouds_decoded.project               INFO        [cloud_mask] Completed in 62.9s
+2026-03-26T16:02:15  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:02:36  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 26.9 seconds
+2026-03-26T16:02:39  clouds_decoded.project               INFO        [cloud_height] Completed in 30.3s
+2026-03-26T16:02:42  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T16:02:42  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T16:02:42  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T16:02:42  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T16:02:42  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T16:02:43  clouds_decoded.project               INFO        [albedo] Completed in 3.1s
+2026-03-26T16:03:03  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:03:18  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:03:18  clouds_decoded.project               INFO        [refocus] Completed in 14.7s
+2026-03-26T16:03:18  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:03:18  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:03:19  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:03:20  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:03:22  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.4s
diff --git a/logs/S2A_MSIL1C_20200413T143731_N0500_R096_T21PTT_20230405T153104/pipeline.log b/logs/S2A_MSIL1C_20200413T143731_N0500_R096_T21PTT_20230405T153104/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..73faab7b11a454a29398abd1ed226005f53b13fa
--- /dev/null
+++ b/logs/S2A_MSIL1C_20200413T143731_N0500_R096_T21PTT_20230405T153104/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T21:30:10.133915 ---
+2026-03-26T21:30:10  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:30:10  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20200413T143731_N0500_R096_T21PTT_20230405T153104
+2026-03-26T21:30:10  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:38:48  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:41:36  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:42:16  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1040984/3501922 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:42:18  clouds_decoded.project               INFO        [cloud_mask] Completed in 210.3s
+2026-03-26T21:42:26  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:42:26  clouds_decoded.sliding_window        INFO      Sliding window: skipping 23/484 windows (no True pixels in skip_mask)
+2026-03-26T21:43:02  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 44.2 seconds
+2026-03-26T21:43:09  clouds_decoded.project               INFO        [cloud_height] Completed in 50.7s
+2026-03-26T21:43:36  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 80.4%
+2026-03-26T21:43:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T21:44:04  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T21:44:04  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T21:44:04  clouds_decoded.project               INFO        [albedo] Completed in 35.9s
+2026-03-26T21:44:04  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T21:46:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T21:46:22  clouds_decoded.project               INFO        [refocus] Completed in 137.8s
+2026-03-26T21:46:22  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T21:46:22  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T21:46:23  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T21:46:32  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T21:46:33  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.1s
diff --git a/logs/S2A_MSIL1C_20200518T182921_N0500_R027_T11RLP_20230402T031021/pipeline.log b/logs/S2A_MSIL1C_20200518T182921_N0500_R027_T11RLP_20230402T031021/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..7b521139bd518ca2a95ff7252a79b6cf1ecea145
--- /dev/null
+++ b/logs/S2A_MSIL1C_20200518T182921_N0500_R027_T11RLP_20230402T031021/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:36:14.252881 ---
+2026-03-26T18:36:14  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:36:14  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20200518T182921_N0500_R027_T11RLP_20230402T031021
+2026-03-26T18:36:14  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:38:41  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:38:47  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:39:26  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1706232/1986741 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:39:29  clouds_decoded.project               INFO        [cloud_mask] Completed in 48.6s
+2026-03-26T18:41:05  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:41:05  clouds_decoded.sliding_window        INFO      Sliding window: skipping 64/484 windows (no True pixels in skip_mask)
+2026-03-26T18:41:20  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 110.9 seconds
+2026-03-26T18:41:23  clouds_decoded.project               INFO        [cloud_height] Completed in 114.3s
+2026-03-26T18:41:26  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 39.4%
+2026-03-26T18:41:32  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:41:35  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:41:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:41:37  clouds_decoded.project               INFO        [albedo] Completed in 13.0s
+2026-03-26T18:41:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:42:00  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:42:00  clouds_decoded.project               INFO        [refocus] Completed in 23.3s
+2026-03-26T18:42:00  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:42:00  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:42:00  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:42:03  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:42:05  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.7s
diff --git a/logs/S2A_MSIL1C_20200705T213931_N0500_R143_T02KNG_20230410T175736/pipeline.log b/logs/S2A_MSIL1C_20200705T213931_N0500_R143_T02KNG_20230410T175736/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..b1b59093e58007e61f1120dd0f1022b02ddc9a3f
--- /dev/null
+++ b/logs/S2A_MSIL1C_20200705T213931_N0500_R143_T02KNG_20230410T175736/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T16:04:42.739645 ---
+2026-03-26T16:04:42  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:04:42  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20200705T213931_N0500_R143_T02KNG_20230410T175736
+2026-03-26T16:04:42  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:06:44  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:07:06  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:08:10  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3318803/3446364 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:08:31  clouds_decoded.project               INFO        [cloud_mask] Completed in 107.6s
+2026-03-26T16:08:38  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:09:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 34.1 seconds
+2026-03-26T16:09:42  clouds_decoded.project               INFO        [cloud_height] Completed in 67.3s
+2026-03-26T16:09:48  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 1.0%
+2026-03-26T16:09:48  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 1.0% < threshold 5%. Running fallback.
+2026-03-26T16:09:48  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T16:09:53  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T16:09:53  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T16:09:53  clouds_decoded.project               INFO        [albedo] Completed in 10.4s
+2026-03-26T16:11:59  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:19:16  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:19:16  clouds_decoded.project               INFO        [refocus] Completed in 436.9s
+2026-03-26T16:19:16  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:19:17  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:19:18  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:20:09  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:20:11  clouds_decoded.project               INFO        [cloud_properties] Completed in 54.7s
diff --git a/logs/S2A_MSIL1C_20200728T011701_N0500_R031_T54SVC_20231010T004638/pipeline.log b/logs/S2A_MSIL1C_20200728T011701_N0500_R031_T54SVC_20231010T004638/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..8cc44af3345a66c1be162e6078f2051098113fef
--- /dev/null
+++ b/logs/S2A_MSIL1C_20200728T011701_N0500_R031_T54SVC_20231010T004638/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T15:04:46.485821 ---
+2026-03-27T15:04:46  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:04:46  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20200728T011701_N0500_R031_T54SVC_20231010T004638
+2026-03-27T15:04:46  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:16:34  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:18:16  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:20:17  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2948537/3187512 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:20:21  clouds_decoded.project               INFO        [cloud_mask] Completed in 227.1s
+2026-03-27T15:21:02  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:21:21  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 36.8 seconds
+2026-03-27T15:21:25  clouds_decoded.project               INFO        [cloud_height] Completed in 40.6s
+2026-03-27T15:21:34  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 6.4%
+2026-03-27T15:21:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:21:38  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:21:38  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:21:39  clouds_decoded.project               INFO        [albedo] Completed in 12.9s
+2026-03-27T15:21:39  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:22:00  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:22:00  clouds_decoded.project               INFO        [refocus] Completed in 21.0s
+2026-03-27T15:22:00  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:22:00  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:22:01  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:22:07  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:22:09  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.4s
diff --git a/logs/S2A_MSIL1C_20200807T011701_N0500_R031_T54SVC_20230421T214927/pipeline.log b/logs/S2A_MSIL1C_20200807T011701_N0500_R031_T54SVC_20230421T214927/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..22b73467b7d0ae35afd8ea2ed8933e36168caf3f
--- /dev/null
+++ b/logs/S2A_MSIL1C_20200807T011701_N0500_R031_T54SVC_20230421T214927/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:09:27.263676 ---
+2026-03-27T15:09:27  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:09:27  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20200807T011701_N0500_R031_T54SVC_20230421T214927
+2026-03-27T15:09:27  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:20:21  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:20:30  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:21:02  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1914806/2523564 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:21:08  clouds_decoded.project               INFO        [cloud_mask] Completed in 47.0s
+2026-03-27T15:21:35  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:21:35  clouds_decoded.sliding_window        INFO      Sliding window: skipping 158/484 windows (no True pixels in skip_mask)
+2026-03-27T15:21:49  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 23.2 seconds
+2026-03-27T15:21:54  clouds_decoded.project               INFO        [cloud_height] Completed in 28.3s
+2026-03-27T15:21:57  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 70.4%
+2026-03-27T15:22:03  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:22:05  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:22:05  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:22:06  clouds_decoded.project               INFO        [albedo] Completed in 10.9s
+2026-03-27T15:22:06  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:23:10  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:23:10  clouds_decoded.project               INFO        [refocus] Completed in 64.5s
+2026-03-27T15:23:11  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:23:14  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:23:41  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:24:11  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:24:12  clouds_decoded.project               INFO        [cloud_properties] Completed in 61.1s
diff --git a/logs/S2A_MSIL1C_20200824T213931_N0500_R143_T02KNG_20230407T232426/pipeline.log b/logs/S2A_MSIL1C_20200824T213931_N0500_R143_T02KNG_20230407T232426/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..2b09b19b39c27258d274c7bd56623894beae77f0
--- /dev/null
+++ b/logs/S2A_MSIL1C_20200824T213931_N0500_R143_T02KNG_20230407T232426/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T16:04:45.852028 ---
+2026-03-26T16:04:45  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:04:45  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20200824T213931_N0500_R143_T02KNG_20230407T232426
+2026-03-26T16:04:45  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:08:31  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:08:32  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:09:47  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1937320/2325088 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:09:54  clouds_decoded.project               INFO        [cloud_mask] Completed in 82.7s
+2026-03-26T16:09:59  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:09:59  clouds_decoded.sliding_window        INFO      Sliding window: skipping 3/484 windows (no True pixels in skip_mask)
+2026-03-26T16:10:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 50.0 seconds
+2026-03-26T16:11:33  clouds_decoded.project               INFO        [cloud_height] Completed in 99.3s
+2026-03-26T16:11:46  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 17.6%
+2026-03-26T16:11:49  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T16:11:56  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T16:11:56  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T16:11:57  clouds_decoded.project               INFO        [albedo] Completed in 23.0s
+2026-03-26T16:19:16  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:23:39  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:23:39  clouds_decoded.project               INFO        [refocus] Completed in 263.0s
+2026-03-26T16:23:40  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:23:40  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:23:41  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:23:59  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:24:02  clouds_decoded.project               INFO        [cloud_properties] Completed in 22.1s
diff --git a/logs/S2A_MSIL1C_20200831T143731_N0500_R096_T21PTT_20230419T181703/pipeline.log b/logs/S2A_MSIL1C_20200831T143731_N0500_R096_T21PTT_20230419T181703/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..07e6447adb5de67faa0e8a47f758562aaf42f4cd
--- /dev/null
+++ b/logs/S2A_MSIL1C_20200831T143731_N0500_R096_T21PTT_20230419T181703/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T21:42:18.542311 ---
+2026-03-26T21:42:18  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:42:18  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20200831T143731_N0500_R096_T21PTT_20230419T181703
+2026-03-26T21:42:18  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:46:04  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:46:09  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:46:53  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2232512/5421074 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:46:56  clouds_decoded.project               INFO        [cloud_mask] Completed in 52.5s
+2026-03-26T21:47:02  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:47:02  clouds_decoded.sliding_window        INFO      Sliding window: skipping 3/484 windows (no True pixels in skip_mask)
+2026-03-26T21:47:29  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 32.5 seconds
+2026-03-26T21:47:36  clouds_decoded.project               INFO        [cloud_height] Completed in 39.8s
+2026-03-26T21:47:38  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 67.6%
+2026-03-26T21:47:41  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T21:47:45  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T21:47:45  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T21:47:45  clouds_decoded.project               INFO        [albedo] Completed in 9.3s
+2026-03-26T21:47:45  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T21:49:31  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T21:49:31  clouds_decoded.project               INFO        [refocus] Completed in 106.0s
+2026-03-26T21:49:32  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T21:49:32  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T21:49:34  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T21:50:11  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T21:50:11  clouds_decoded.project               INFO        [cloud_properties] Completed in 39.8s
diff --git a/logs/S2A_MSIL1C_20200913T213931_N0500_R143_T02KNG_20230330T031203/pipeline.log b/logs/S2A_MSIL1C_20200913T213931_N0500_R143_T02KNG_20230330T031203/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..7f5805cdd3f4f262eba2462a5d25e82d83b751a0
--- /dev/null
+++ b/logs/S2A_MSIL1C_20200913T213931_N0500_R143_T02KNG_20230330T031203/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T16:05:18.513118 ---
+2026-03-26T16:05:18  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:05:18  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20200913T213931_N0500_R143_T02KNG_20230330T031203
+2026-03-26T16:05:18  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:09:54  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:09:55  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:11:46  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3871581/4391517 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:11:47  clouds_decoded.project               INFO        [cloud_mask] Completed in 112.9s
+2026-03-26T16:11:56  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:12:26  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 39.3 seconds
+2026-03-26T16:12:52  clouds_decoded.project               INFO        [cloud_height] Completed in 65.1s
+2026-03-26T16:13:57  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 8.3%
+2026-03-26T16:15:51  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T16:19:13  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T16:19:13  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T16:19:13  clouds_decoded.project               INFO        [albedo] Completed in 381.0s
+2026-03-26T16:23:40  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:24:29  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:24:29  clouds_decoded.project               INFO        [refocus] Completed in 50.0s
+2026-03-26T16:24:30  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:24:30  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:24:31  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:24:43  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:24:46  clouds_decoded.project               INFO        [cloud_properties] Completed in 16.1s
diff --git a/logs/S2A_MSIL1C_20200915T183011_N0500_R027_T11RLP_20230417T152317/pipeline.log b/logs/S2A_MSIL1C_20200915T183011_N0500_R027_T11RLP_20230417T152317/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..dfd98a111a591f36cb6c31271282571eee22c09a
--- /dev/null
+++ b/logs/S2A_MSIL1C_20200915T183011_N0500_R027_T11RLP_20230417T152317/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T18:39:29.654143 ---
+2026-03-26T18:39:29  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:39:29  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20200915T183011_N0500_R027_T11RLP_20230417T152317
+2026-03-26T18:39:29  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:42:34  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:42:34  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:43:05  clouds_decoded.project               INFO        [cloud_mask] Completed in 30.7s
+2026-03-26T18:43:07  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:43:07  clouds_decoded.sliding_window        INFO      Sliding window: skipping 298/484 windows (no True pixels in skip_mask)
+2026-03-26T18:43:28  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 23.6 seconds
+2026-03-26T18:43:38  clouds_decoded.project               INFO        [cloud_height] Completed in 33.4s
+2026-03-26T18:43:40  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 99.6%
+2026-03-26T18:43:48  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:43:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:43:51  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:43:51  clouds_decoded.project               INFO        [albedo] Completed in 13.0s
+2026-03-26T18:43:51  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:44:47  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:44:47  clouds_decoded.project               INFO        [refocus] Completed in 55.9s
+2026-03-26T18:44:47  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:44:47  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:44:49  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:45:00  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:45:00  clouds_decoded.project               INFO        [cloud_properties] Completed in 13.0s
diff --git a/logs/S2A_MSIL1C_20201015T183341_N0500_R027_T11RLP_20230307T111434/pipeline.log b/logs/S2A_MSIL1C_20201015T183341_N0500_R027_T11RLP_20230307T111434/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..51d9db84593f4eab4fe82f7ce27b9ad163176457
--- /dev/null
+++ b/logs/S2A_MSIL1C_20201015T183341_N0500_R027_T11RLP_20230307T111434/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:41:23.435069 ---
+2026-03-26T18:41:23  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:41:23  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20201015T183341_N0500_R027_T11RLP_20230307T111434
+2026-03-26T18:41:23  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:43:05  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:43:05  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:43:37  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2713249/2778201 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:43:38  clouds_decoded.project               INFO        [cloud_mask] Completed in 33.5s
+2026-03-26T18:43:41  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:43:41  clouds_decoded.sliding_window        INFO      Sliding window: skipping 21/484 windows (no True pixels in skip_mask)
+2026-03-26T18:44:06  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 28.0 seconds
+2026-03-26T18:44:10  clouds_decoded.project               INFO        [cloud_height] Completed in 32.1s
+2026-03-26T18:44:18  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 22.9%
+2026-03-26T18:44:32  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:44:34  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:44:35  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:44:35  clouds_decoded.project               INFO        [albedo] Completed in 25.1s
+2026-03-26T18:44:35  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:45:39  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:45:39  clouds_decoded.project               INFO        [refocus] Completed in 63.7s
+2026-03-26T18:45:39  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:45:39  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:45:41  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:45:47  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:45:51  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.4s
diff --git a/logs/S2A_MSIL1C_20201030T143731_N0500_R096_T21PTT_20230314T193739/pipeline.log b/logs/S2A_MSIL1C_20201030T143731_N0500_R096_T21PTT_20230314T193739/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..29118bf9c0d83873c28303365d498d77b40f4f73
--- /dev/null
+++ b/logs/S2A_MSIL1C_20201030T143731_N0500_R096_T21PTT_20230314T193739/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T21:44:17.939406 ---
+2026-03-26T21:44:17  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:44:17  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20201030T143731_N0500_R096_T21PTT_20230314T193739
+2026-03-26T21:44:17  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:47:39  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:47:42  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:49:23  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1486133/4822217 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:49:24  clouds_decoded.project               INFO        [cloud_mask] Completed in 105.5s
+2026-03-26T21:49:28  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:50:11  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 47.2 seconds
+2026-03-26T21:50:49  clouds_decoded.project               INFO        [cloud_height] Completed in 84.5s
+2026-03-26T21:50:54  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 66.8%
+2026-03-26T21:50:57  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T21:50:59  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T21:51:00  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T21:51:01  clouds_decoded.project               INFO        [albedo] Completed in 11.5s
+2026-03-26T21:51:01  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T21:52:45  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T21:52:45  clouds_decoded.project               INFO        [refocus] Completed in 104.7s
+2026-03-26T21:52:45  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T21:52:46  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T21:52:47  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T21:52:53  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T21:52:54  clouds_decoded.project               INFO        [cloud_properties] Completed in 8.3s
diff --git a/logs/S2A_MSIL1C_20201104T183541_N0500_R027_T11RLP_20230301T234507/pipeline.log b/logs/S2A_MSIL1C_20201104T183541_N0500_R027_T11RLP_20230301T234507/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..5d072590fbad437990d94938e6d9105a805195ce
--- /dev/null
+++ b/logs/S2A_MSIL1C_20201104T183541_N0500_R027_T11RLP_20230301T234507/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T18:42:00.587782 ---
+2026-03-26T18:42:00  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:42:00  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20201104T183541_N0500_R027_T11RLP_20230301T234507
+2026-03-26T18:42:00  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:43:38  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:43:39  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:44:30  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 6324998/6710678 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:44:32  clouds_decoded.project               INFO        [cloud_mask] Completed in 53.3s
+2026-03-26T18:44:34  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:45:06  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 34.0 seconds
+2026-03-26T18:45:30  clouds_decoded.project               INFO        [cloud_height] Completed in 58.9s
+2026-03-26T18:45:32  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 12.2%
+2026-03-26T18:45:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:45:38  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:45:39  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:45:40  clouds_decoded.project               INFO        [albedo] Completed in 9.1s
+2026-03-26T18:45:40  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:46:42  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:46:42  clouds_decoded.project               INFO        [refocus] Completed in 62.4s
+2026-03-26T18:46:42  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:46:42  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:46:43  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:46:49  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:46:52  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.6s
diff --git a/logs/S2A_MSIL1C_20201115T011921_N0500_R031_T54SVC_20230302T222706/pipeline.log b/logs/S2A_MSIL1C_20201115T011921_N0500_R031_T54SVC_20230302T222706/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..4d138e80eaa9c37ddb74b53154f6cc2db417e4ca
--- /dev/null
+++ b/logs/S2A_MSIL1C_20201115T011921_N0500_R031_T54SVC_20230302T222706/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:20:21.379198 ---
+2026-03-27T15:20:21  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:20:21  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20201115T011921_N0500_R031_T54SVC_20230302T222706
+2026-03-27T15:20:21  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:23:02  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:23:03  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:24:11  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 6078084/8658857 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:24:13  clouds_decoded.project               INFO        [cloud_mask] Completed in 70.8s
+2026-03-27T15:24:21  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:24:21  clouds_decoded.sliding_window        INFO      Sliding window: skipping 4/484 windows (no True pixels in skip_mask)
+2026-03-27T15:24:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 44.4 seconds
+2026-03-27T15:26:55  clouds_decoded.project               INFO        [cloud_height] Completed in 161.7s
+2026-03-27T15:26:59  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 36.9%
+2026-03-27T15:27:02  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:27:05  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:27:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:27:07  clouds_decoded.project               INFO        [albedo] Completed in 11.8s
+2026-03-27T15:27:07  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:27:59  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:27:59  clouds_decoded.project               INFO        [refocus] Completed in 52.3s
+2026-03-27T15:27:59  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:27:59  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:28:00  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:28:11  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:28:13  clouds_decoded.project               INFO        [cloud_properties] Completed in 14.5s
diff --git a/logs/S2A_MSIL1C_20201122T213931_N0500_R143_T02KNG_20230321T002155/pipeline.log b/logs/S2A_MSIL1C_20201122T213931_N0500_R143_T02KNG_20230321T002155/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..05936ea6f75ac5c568a355b138c309ea0f030a50
--- /dev/null
+++ b/logs/S2A_MSIL1C_20201122T213931_N0500_R143_T02KNG_20230321T002155/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T16:08:31.763484 ---
+2026-03-26T16:08:31  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:08:31  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20201122T213931_N0500_R143_T02KNG_20230321T002155
+2026-03-26T16:08:31  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:12:53  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:17:14  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:19:14  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1136598/1150053 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:19:16  clouds_decoded.project               INFO        [cloud_mask] Completed in 383.5s
+2026-03-26T16:23:21  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:23:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 196.8 seconds
+2026-03-26T16:23:36  clouds_decoded.project               INFO        [cloud_height] Completed in 201.3s
+2026-03-26T16:23:38  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T16:23:38  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T16:23:38  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T16:23:39  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T16:23:39  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T16:23:40  clouds_decoded.project               INFO        [albedo] Completed in 3.3s
+2026-03-26T16:28:05  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:28:56  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:28:56  clouds_decoded.project               INFO        [refocus] Completed in 51.1s
+2026-03-26T16:28:56  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:28:56  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:28:57  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:29:29  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:29:32  clouds_decoded.project               INFO        [cloud_properties] Completed in 36.4s
diff --git a/logs/S2A_MSIL1C_20201209T143721_N0500_R096_T21PTT_20230301T032843/pipeline.log b/logs/S2A_MSIL1C_20201209T143721_N0500_R096_T21PTT_20230301T032843/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..f817c678f5698763f649a5cf2849def688c788f8
--- /dev/null
+++ b/logs/S2A_MSIL1C_20201209T143721_N0500_R096_T21PTT_20230301T032843/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T21:46:56.647970 ---
+2026-03-26T21:46:56  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:46:56  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20201209T143721_N0500_R096_T21PTT_20230301T032843
+2026-03-26T21:46:56  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:50:55  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:50:55  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:52:36  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 237180/568648 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:52:37  clouds_decoded.project               INFO        [cloud_mask] Completed in 102.5s
+2026-03-26T21:52:42  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:52:42  clouds_decoded.sliding_window        INFO      Sliding window: skipping 332/484 windows (no True pixels in skip_mask)
+2026-03-26T21:52:52  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 14.5 seconds
+2026-03-26T21:52:56  clouds_decoded.project               INFO        [cloud_height] Completed in 18.3s
+2026-03-26T21:53:14  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 94.9%
+2026-03-26T21:53:17  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T21:53:19  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T21:53:19  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T21:53:20  clouds_decoded.project               INFO        [albedo] Completed in 23.8s
+2026-03-26T21:53:20  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T21:54:34  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T21:54:34  clouds_decoded.project               INFO        [refocus] Completed in 74.1s
+2026-03-26T21:54:34  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T21:54:34  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T21:54:35  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T21:54:42  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T21:54:43  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.1s
diff --git a/logs/S2A_MSIL1C_20201212T213921_N0500_R143_T02KNG_20230226T003035/pipeline.log b/logs/S2A_MSIL1C_20201212T213921_N0500_R143_T02KNG_20230226T003035/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..68ba92d1e40b53cf333716b1523c318378bfd61c
--- /dev/null
+++ b/logs/S2A_MSIL1C_20201212T213921_N0500_R143_T02KNG_20230226T003035/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T16:09:54.501017 ---
+2026-03-26T16:09:54  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:09:54  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20201212T213921_N0500_R143_T02KNG_20230226T003035
+2026-03-26T16:09:54  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:19:16  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:19:17  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:20:15  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2376635/2386216 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:20:21  clouds_decoded.project               INFO        [cloud_mask] Completed in 64.5s
+2026-03-26T16:23:39  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:24:03  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 27.1 seconds
+2026-03-26T16:24:08  clouds_decoded.project               INFO        [cloud_height] Completed in 32.0s
+2026-03-26T16:24:20  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T16:24:20  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T16:24:20  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T16:24:20  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T16:24:20  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T16:24:20  clouds_decoded.project               INFO        [albedo] Completed in 11.4s
+2026-03-26T16:28:56  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:30:03  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:30:03  clouds_decoded.project               INFO        [refocus] Completed in 67.2s
+2026-03-26T16:30:03  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:30:03  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:30:04  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:30:51  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:30:54  clouds_decoded.project               INFO        [cloud_properties] Completed in 50.8s
diff --git a/logs/S2A_MSIL1C_20210108T143731_N0500_R096_T21PTT_20230605T135127/pipeline.log b/logs/S2A_MSIL1C_20210108T143731_N0500_R096_T21PTT_20230605T135127/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..8398d9287273cb05992eda9a301815b9cabda7f7
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210108T143731_N0500_R096_T21PTT_20230605T135127/pipeline.log
@@ -0,0 +1,28 @@
+
+--- Run started 2026-03-26T21:47:39.239019 ---
+2026-03-26T21:47:39  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:47:39  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210108T143731_N0500_R096_T21PTT_20230605T135127
+2026-03-26T21:47:39  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:52:37  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:52:38  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:53:15  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3422414/3660117 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:53:16  clouds_decoded.project               INFO        [cloud_mask] Completed in 38.9s
+2026-03-26T21:53:19  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:53:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 28.2 seconds
+2026-03-26T21:54:25  clouds_decoded.project               INFO        [cloud_height] Completed in 68.8s
+2026-03-26T21:54:29  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 2.2%
+2026-03-26T21:54:29  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 2.2% < threshold 5%. Running fallback.
+2026-03-26T21:54:29  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T21:54:29  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Loaded data-driven albedo model from /home/ali/.local/share/clouds-decoded/models/albedo_datadriven/default.pth (device=cuda)
+2026-03-26T21:54:31  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T21:54:31  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T21:54:31  clouds_decoded.project               INFO        [albedo] Completed in 6.2s
+2026-03-26T21:54:31  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T21:55:43  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T21:55:43  clouds_decoded.project               INFO        [refocus] Completed in 71.8s
+2026-03-26T21:55:43  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T21:55:43  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T21:55:44  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T21:55:51  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T21:55:54  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.4s
diff --git a/logs/S2A_MSIL1C_20210121T213931_N0500_R143_T02KNG_20230519T085049/pipeline.log b/logs/S2A_MSIL1C_20210121T213931_N0500_R143_T02KNG_20230519T085049/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..a07055e71cd08d1733f1afa4eadad2d815e49cae
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210121T213931_N0500_R143_T02KNG_20230519T085049/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T16:11:47.360797 ---
+2026-03-26T16:11:47  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:11:47  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210121T213931_N0500_R143_T02KNG_20230519T085049
+2026-03-26T16:11:47  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:20:21  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:22:58  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:23:33  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2157762/2576900 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:23:36  clouds_decoded.project               INFO        [cloud_mask] Completed in 195.0s
+2026-03-26T16:24:23  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:25:30  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 80.9 seconds
+2026-03-26T16:27:46  clouds_decoded.project               INFO        [cloud_height] Completed in 217.2s
+2026-03-26T16:27:54  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 5.7%
+2026-03-26T16:27:56  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T16:27:59  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T16:28:00  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T16:28:00  clouds_decoded.project               INFO        [albedo] Completed in 14.1s
+2026-03-26T16:30:03  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:31:12  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:31:12  clouds_decoded.project               INFO        [refocus] Completed in 68.5s
+2026-03-26T16:31:12  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:31:12  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:31:13  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:32:01  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:32:03  clouds_decoded.project               INFO        [cloud_properties] Completed in 51.6s
diff --git a/logs/S2A_MSIL1C_20210123T183651_N0500_R027_T11RLP_20230522T044825/pipeline.log b/logs/S2A_MSIL1C_20210123T183651_N0500_R027_T11RLP_20230522T044825/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..6777e32ef5e41c6ac4c09e67fab0f08de6300a0b
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210123T183651_N0500_R027_T11RLP_20230522T044825/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:43:05.166165 ---
+2026-03-26T18:43:05  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:43:05  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210123T183651_N0500_R027_T11RLP_20230522T044825
+2026-03-26T18:43:05  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:45:35  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:45:36  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:46:35  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3513377/5826108 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:46:37  clouds_decoded.project               INFO        [cloud_mask] Completed in 61.6s
+2026-03-26T18:46:40  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:46:40  clouds_decoded.sliding_window        INFO      Sliding window: skipping 4/484 windows (no True pixels in skip_mask)
+2026-03-26T18:47:12  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 34.7 seconds
+2026-03-26T18:47:21  clouds_decoded.project               INFO        [cloud_height] Completed in 44.4s
+2026-03-26T18:47:37  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 50.0%
+2026-03-26T18:47:40  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:47:42  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:47:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:47:43  clouds_decoded.project               INFO        [albedo] Completed in 21.3s
+2026-03-26T18:47:43  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:49:02  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:49:02  clouds_decoded.project               INFO        [refocus] Completed in 79.1s
+2026-03-26T18:49:02  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:49:03  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:49:03  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:49:07  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:49:09  clouds_decoded.project               INFO        [cloud_properties] Completed in 6.3s
diff --git a/logs/S2A_MSIL1C_20210124T011941_N0500_R031_T54SVC_20230522T070612/pipeline.log b/logs/S2A_MSIL1C_20210124T011941_N0500_R031_T54SVC_20230522T070612/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..0f23657c41b16f6da05668f47cc6b008e7be8f16
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210124T011941_N0500_R031_T54SVC_20230522T070612/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:21:43.378918 ---
+2026-03-27T15:21:43  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:21:43  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210124T011941_N0500_R031_T54SVC_20230522T070612
+2026-03-27T15:21:43  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:27:01  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:27:02  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:27:48  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3897860/3898181 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:27:50  clouds_decoded.project               INFO        [cloud_mask] Completed in 48.1s
+2026-03-27T15:27:56  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:28:52  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 62.0 seconds
+2026-03-27T15:29:24  clouds_decoded.project               INFO        [cloud_height] Completed in 94.2s
+2026-03-27T15:29:25  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-27T15:29:25  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-27T15:29:25  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T15:29:26  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T15:29:26  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T15:29:26  clouds_decoded.project               INFO        [albedo] Completed in 1.8s
+2026-03-27T15:29:26  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:30:08  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:30:08  clouds_decoded.project               INFO        [refocus] Completed in 42.0s
+2026-03-27T15:30:08  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:30:08  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:30:08  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:30:09  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:30:11  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.5s
diff --git a/logs/S2A_MSIL1C_20210202T183601_N0500_R027_T11RLP_20230605T075556/pipeline.log b/logs/S2A_MSIL1C_20210202T183601_N0500_R027_T11RLP_20230605T075556/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..bda8e0eeadd05e09b878f654ef845977e36fe609
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210202T183601_N0500_R027_T11RLP_20230605T075556/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:43:38.740713 ---
+2026-03-26T18:43:38  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:43:38  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210202T183601_N0500_R027_T11RLP_20230605T075556
+2026-03-26T18:43:38  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:46:37  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:46:38  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:47:38  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2988408/3453896 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:47:39  clouds_decoded.project               INFO        [cloud_mask] Completed in 61.9s
+2026-03-26T18:47:42  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:48:06  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 27.0 seconds
+2026-03-26T18:48:10  clouds_decoded.project               INFO        [cloud_height] Completed in 31.0s
+2026-03-26T18:48:25  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 4.3%
+2026-03-26T18:48:25  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 4.3% < threshold 5%. Running fallback.
+2026-03-26T18:48:25  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:48:28  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:48:28  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:48:31  clouds_decoded.project               INFO        [albedo] Completed in 20.4s
+2026-03-26T18:48:31  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:49:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:49:49  clouds_decoded.project               INFO        [refocus] Completed in 78.3s
+2026-03-26T18:49:49  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:49:49  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:49:50  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:49:54  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:49:57  clouds_decoded.project               INFO        [cloud_properties] Completed in 8.5s
diff --git a/logs/S2A_MSIL1C_20210210T213931_N0500_R143_T02KNG_20230518T090016/pipeline.log b/logs/S2A_MSIL1C_20210210T213931_N0500_R143_T02KNG_20230518T090016/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..c9977850eac9d131d3231dfdcaea64179727ecf8
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210210T213931_N0500_R143_T02KNG_20230518T090016/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T16:12:53.048267 ---
+2026-03-26T16:12:53  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:12:53  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210210T213931_N0500_R143_T02KNG_20230518T090016
+2026-03-26T16:12:53  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:23:36  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:23:36  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:24:20  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3387267/4760683 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:24:24  clouds_decoded.project               INFO        [cloud_mask] Completed in 48.0s
+2026-03-26T16:27:55  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:28:36  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 50.2 seconds
+2026-03-26T16:28:40  clouds_decoded.project               INFO        [cloud_height] Completed in 53.6s
+2026-03-26T16:28:45  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 14.9%
+2026-03-26T16:28:48  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T16:28:51  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T16:28:51  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T16:28:52  clouds_decoded.project               INFO        [albedo] Completed in 12.1s
+2026-03-26T16:31:12  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:32:36  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:32:36  clouds_decoded.project               INFO        [refocus] Completed in 84.8s
+2026-03-26T16:32:37  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:32:37  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:32:38  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:33:15  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:33:17  clouds_decoded.project               INFO        [cloud_properties] Completed in 40.0s
diff --git a/logs/S2A_MSIL1C_20210304T183241_N0500_R027_T11RLP_20230525T011459/pipeline.log b/logs/S2A_MSIL1C_20210304T183241_N0500_R027_T11RLP_20230525T011459/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e6415002f94daa49cbca6567a4bda96d6651620f
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210304T183241_N0500_R027_T11RLP_20230525T011459/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T18:44:32.076193 ---
+2026-03-26T18:44:32  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:44:32  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210304T183241_N0500_R027_T11RLP_20230525T011459
+2026-03-26T18:44:32  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:47:39  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:47:39  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:48:59  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2889859/3336219 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:49:01  clouds_decoded.project               INFO        [cloud_mask] Completed in 82.2s
+2026-03-26T18:49:05  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:49:38  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 37.0 seconds
+2026-03-26T18:49:46  clouds_decoded.project               INFO        [cloud_height] Completed in 44.9s
+2026-03-26T18:49:48  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 16.7%
+2026-03-26T18:49:52  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:49:55  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:49:55  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:49:56  clouds_decoded.project               INFO        [albedo] Completed in 9.4s
+2026-03-26T18:49:56  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:51:41  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:51:41  clouds_decoded.project               INFO        [refocus] Completed in 105.1s
+2026-03-26T18:51:41  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:51:41  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:51:43  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:51:50  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:51:52  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.4s
diff --git a/logs/S2A_MSIL1C_20210309T143731_N0500_R096_T21PTT_20230511T101747/pipeline.log b/logs/S2A_MSIL1C_20210309T143731_N0500_R096_T21PTT_20230511T101747/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..ff2c082a723426a00847f51415912c33b1b04299
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210309T143731_N0500_R096_T21PTT_20230511T101747/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T21:50:55.430646 ---
+2026-03-26T21:50:55  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:50:55  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210309T143731_N0500_R096_T21PTT_20230511T101747
+2026-03-26T21:50:55  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:54:31  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:54:32  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:55:34  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2867994/3936472 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:55:35  clouds_decoded.project               INFO        [cloud_mask] Completed in 63.3s
+2026-03-26T21:55:37  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:56:01  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 25.9 seconds
+2026-03-26T21:56:29  clouds_decoded.project               INFO        [cloud_height] Completed in 54.3s
+2026-03-26T21:56:31  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 25.2%
+2026-03-26T21:56:34  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T21:56:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T21:56:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T21:56:37  clouds_decoded.project               INFO        [albedo] Completed in 7.8s
+2026-03-26T21:56:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T21:57:58  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T21:57:58  clouds_decoded.project               INFO        [refocus] Completed in 81.4s
+2026-03-26T21:57:58  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T21:57:59  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T21:58:00  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T21:58:14  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T21:58:15  clouds_decoded.project               INFO        [cloud_properties] Completed in 16.7s
diff --git a/logs/S2A_MSIL1C_20210401T213921_N0500_R143_T02KNG_20230510T144404/pipeline.log b/logs/S2A_MSIL1C_20210401T213921_N0500_R143_T02KNG_20230510T144404/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..916451586470b7d1ed293333808cdfda6d3d0d0d
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210401T213921_N0500_R143_T02KNG_20230510T144404/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T16:20:21.081600 ---
+2026-03-26T16:20:21  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:20:21  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210401T213921_N0500_R143_T02KNG_20230510T144404
+2026-03-26T16:20:21  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:27:55  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:27:56  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:28:39  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1120097/3772198 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:28:40  clouds_decoded.project               INFO        [cloud_mask] Completed in 44.8s
+2026-03-26T16:29:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:29:57  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T16:30:52  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 74.1 seconds
+2026-03-26T16:30:54  clouds_decoded.project               INFO        [cloud_height] Completed in 76.9s
+2026-03-26T16:31:01  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 78.6%
+2026-03-26T16:31:05  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T16:31:08  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T16:31:09  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T16:31:09  clouds_decoded.project               INFO        [albedo] Completed in 14.5s
+2026-03-26T16:34:14  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:39:04  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:39:04  clouds_decoded.project               INFO        [refocus] Completed in 290.8s
+2026-03-26T16:39:04  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:39:05  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:39:06  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:39:50  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:39:51  clouds_decoded.project               INFO        [cloud_properties] Completed in 46.3s
diff --git a/logs/S2A_MSIL1C_20210501T213931_N0500_R143_T02KNG_20230309T084901/pipeline.log b/logs/S2A_MSIL1C_20210501T213931_N0500_R143_T02KNG_20230309T084901/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..fb212666501ac4a58ce8408d1192e96f79d5da69
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210501T213931_N0500_R143_T02KNG_20230309T084901/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T16:23:36.085527 ---
+2026-03-26T16:23:36  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:23:36  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210501T213931_N0500_R143_T02KNG_20230309T084901
+2026-03-26T16:23:36  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:28:40  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:28:45  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:29:36  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 743354/2784778 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:29:54  clouds_decoded.project               INFO        [cloud_mask] Completed in 73.4s
+2026-03-26T16:31:03  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:31:03  clouds_decoded.sliding_window        INFO      Sliding window: skipping 33/484 windows (no True pixels in skip_mask)
+2026-03-26T16:32:04  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 69.6 seconds
+2026-03-26T16:32:07  clouds_decoded.project               INFO        [cloud_height] Completed in 72.5s
+2026-03-26T16:32:25  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 76.2%
+2026-03-26T16:32:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T16:32:31  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T16:32:32  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T16:32:32  clouds_decoded.project               INFO        [albedo] Completed in 25.3s
+2026-03-26T16:39:04  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:40:38  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:40:38  clouds_decoded.project               INFO        [refocus] Completed in 93.5s
+2026-03-26T16:40:38  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:40:39  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:40:39  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:41:15  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:41:16  clouds_decoded.project               INFO        [cloud_properties] Completed in 38.0s
diff --git a/logs/S2A_MSIL1C_20210504T011651_N0500_R031_T54SVC_20230312T032323/pipeline.log b/logs/S2A_MSIL1C_20210504T011651_N0500_R031_T54SVC_20230312T032323/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..d18356b13ff3ad5897fc1492114b490a84ca5a7c
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210504T011651_N0500_R031_T54SVC_20230312T032323/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:27:50.063756 ---
+2026-03-27T15:27:50  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:27:50  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210504T011651_N0500_R031_T54SVC_20230312T032323
+2026-03-27T15:27:50  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:31:11  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:31:12  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:32:36  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 53678/71323 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:32:59  clouds_decoded.project               INFO        [cloud_mask] Completed in 108.0s
+2026-03-27T15:33:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:33:10  clouds_decoded.sliding_window        INFO      Sliding window: skipping 276/484 windows (no True pixels in skip_mask)
+2026-03-27T15:33:28  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 28.4 seconds
+2026-03-27T15:33:58  clouds_decoded.project               INFO        [cloud_height] Completed in 58.3s
+2026-03-27T15:34:03  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 79.9%
+2026-03-27T15:34:10  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:34:13  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:34:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:34:14  clouds_decoded.project               INFO        [albedo] Completed in 16.5s
+2026-03-27T15:34:14  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:36:31  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:36:31  clouds_decoded.project               INFO        [refocus] Completed in 136.9s
+2026-03-27T15:36:31  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:36:32  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:36:32  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:36:35  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:36:35  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.3s
diff --git a/logs/S2A_MSIL1C_20210523T182921_N0500_R027_T11RLP_20230211T103932/pipeline.log b/logs/S2A_MSIL1C_20210523T182921_N0500_R027_T11RLP_20230211T103932/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..287a7d2dd54f758345b8b20ea4edb9093df5772e
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210523T182921_N0500_R027_T11RLP_20230211T103932/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:46:37.428695 ---
+2026-03-26T18:46:37  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:46:37  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210523T182921_N0500_R027_T11RLP_20230211T103932
+2026-03-26T18:46:37  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:49:47  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:49:48  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:50:19  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3206822/4852812 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:50:22  clouds_decoded.project               INFO        [cloud_mask] Completed in 34.5s
+2026-03-26T18:51:22  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:51:22  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T18:51:53  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 91.1 seconds
+2026-03-26T18:52:34  clouds_decoded.project               INFO        [cloud_height] Completed in 132.1s
+2026-03-26T18:52:38  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 38.0%
+2026-03-26T18:52:41  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:52:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:52:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:52:44  clouds_decoded.project               INFO        [albedo] Completed in 9.5s
+2026-03-26T18:52:44  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:55:10  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:55:10  clouds_decoded.project               INFO        [refocus] Completed in 146.4s
+2026-03-26T18:55:10  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:55:10  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:55:14  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:55:16  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:55:17  clouds_decoded.project               INFO        [cloud_properties] Completed in 6.7s
diff --git a/logs/S2A_MSIL1C_20210602T182921_N0500_R027_T11RLP_20230312T075045/pipeline.log b/logs/S2A_MSIL1C_20210602T182921_N0500_R027_T11RLP_20230312T075045/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..66829f314a56ed9fb983d99c04719f1ac70b7772
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210602T182921_N0500_R027_T11RLP_20230312T075045/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:47:39.373985 ---
+2026-03-26T18:47:39  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:47:39  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210602T182921_N0500_R027_T11RLP_20230312T075045
+2026-03-26T18:47:39  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:50:22  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:51:20  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:52:39  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1962055/1971378 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:52:40  clouds_decoded.project               INFO        [cloud_mask] Completed in 138.5s
+2026-03-26T18:52:43  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:53:09  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 28.4 seconds
+2026-03-26T18:53:13  clouds_decoded.project               INFO        [cloud_height] Completed in 32.9s
+2026-03-26T18:53:32  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T18:53:32  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T18:53:32  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:53:35  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:53:35  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:53:43  clouds_decoded.project               INFO        [albedo] Completed in 29.9s
+2026-03-26T18:53:43  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:55:27  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:55:27  clouds_decoded.project               INFO        [refocus] Completed in 103.7s
+2026-03-26T18:55:27  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:55:27  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:55:29  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:55:49  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:55:51  clouds_decoded.project               INFO        [cloud_properties] Completed in 24.2s
diff --git a/logs/S2A_MSIL1C_20210630T213931_N0500_R143_T02KNG_20230204T234721/pipeline.log b/logs/S2A_MSIL1C_20210630T213931_N0500_R143_T02KNG_20230204T234721/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..f43d48a1ab69722a688a3e3f097ca17570a354b0
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210630T213931_N0500_R143_T02KNG_20230204T234721/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T16:24:24.126444 ---
+2026-03-26T16:24:24  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:24:24  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210630T213931_N0500_R143_T02KNG_20230204T234721
+2026-03-26T16:24:24  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:29:54  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:29:57  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:30:53  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1952038/4373274 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:30:54  clouds_decoded.project               INFO        [cloud_mask] Completed in 60.5s
+2026-03-26T16:32:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:33:15  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 68.3 seconds
+2026-03-26T16:33:18  clouds_decoded.project               INFO        [cloud_height] Completed in 71.1s
+2026-03-26T16:34:02  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 67.9%
+2026-03-26T16:34:10  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T16:34:13  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T16:34:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T16:34:15  clouds_decoded.project               INFO        [albedo] Completed in 56.2s
+2026-03-26T16:40:38  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:46:05  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:46:05  clouds_decoded.project               INFO        [refocus] Completed in 326.9s
+2026-03-26T16:46:05  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:46:05  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:46:06  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:46:53  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:46:54  clouds_decoded.project               INFO        [cloud_properties] Completed in 49.0s
diff --git a/logs/S2A_MSIL1C_20210710T213931_N0500_R143_T02KNG_20230123T210048/pipeline.log b/logs/S2A_MSIL1C_20210710T213931_N0500_R143_T02KNG_20230123T210048/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..40a0c9e56c44a02c827aad6eeb88a1fff630ecc9
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210710T213931_N0500_R143_T02KNG_20230123T210048/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T16:27:55.921882 ---
+2026-03-26T16:27:55  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:27:55  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210710T213931_N0500_R143_T02KNG_20230123T210048
+2026-03-26T16:27:55  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:30:54  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:31:01  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:32:06  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3163489/4628455 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:32:07  clouds_decoded.project               INFO        [cloud_mask] Completed in 73.0s
+2026-03-26T16:34:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:34:52  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 93.7 seconds
+2026-03-26T16:34:55  clouds_decoded.project               INFO        [cloud_height] Completed in 96.8s
+2026-03-26T16:36:46  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 37.5%
+2026-03-26T16:38:01  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T16:39:01  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T16:39:01  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T16:39:01  clouds_decoded.project               INFO        [albedo] Completed in 246.0s
+2026-03-26T16:46:05  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:48:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:48:49  clouds_decoded.project               INFO        [refocus] Completed in 163.6s
+2026-03-26T16:48:49  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:48:49  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:48:50  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:49:28  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:49:29  clouds_decoded.project               INFO        [cloud_properties] Completed in 40.4s
diff --git a/logs/S2A_MSIL1C_20210713T011701_N0500_R031_T54SVC_20230205T190153/pipeline.log b/logs/S2A_MSIL1C_20210713T011701_N0500_R031_T54SVC_20230205T190153/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..24bb057df7544ec63c2bac91319602f2b33f33f6
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210713T011701_N0500_R031_T54SVC_20230205T190153/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T15:30:10.786151 ---
+2026-03-27T15:30:10  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:30:10  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210713T011701_N0500_R031_T54SVC_20230205T190153
+2026-03-27T15:30:10  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:34:05  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:34:09  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:34:50  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1694717/2144828 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:35:25  clouds_decoded.project               INFO        [cloud_mask] Completed in 80.1s
+2026-03-27T15:36:05  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:36:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 65.9 seconds
+2026-03-27T15:36:35  clouds_decoded.project               INFO        [cloud_height] Completed in 69.4s
+2026-03-27T15:36:51  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 9.4%
+2026-03-27T15:37:03  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:37:08  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:37:08  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:37:09  clouds_decoded.project               INFO        [albedo] Completed in 33.8s
+2026-03-27T15:37:09  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:38:53  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:38:53  clouds_decoded.project               INFO        [refocus] Completed in 104.7s
+2026-03-27T15:38:53  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:38:54  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:38:56  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:39:11  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:39:14  clouds_decoded.project               INFO        [cloud_properties] Completed in 20.0s
diff --git a/logs/S2A_MSIL1C_20210722T182921_N0500_R027_T11RLP_20230130T194628/pipeline.log b/logs/S2A_MSIL1C_20210722T182921_N0500_R027_T11RLP_20230130T194628/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..51c2aaa505c1c38d866cf7c8e5df6f61733fc5ae
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210722T182921_N0500_R027_T11RLP_20230130T194628/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:49:01.619216 ---
+2026-03-26T18:49:01  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:49:01  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210722T182921_N0500_R027_T11RLP_20230130T194628
+2026-03-26T18:49:01  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:52:40  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:52:41  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:54:14  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2011390/2012488 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:54:19  clouds_decoded.project               INFO        [cloud_mask] Completed in 99.3s
+2026-03-26T18:54:33  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:55:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 50.3 seconds
+2026-03-26T18:55:16  clouds_decoded.project               INFO        [cloud_height] Completed in 57.0s
+2026-03-26T18:55:19  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.3%
+2026-03-26T18:55:19  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.3% < threshold 5%. Running fallback.
+2026-03-26T18:55:19  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:55:19  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:55:19  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:55:19  clouds_decoded.project               INFO        [albedo] Completed in 2.8s
+2026-03-26T18:55:19  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:56:28  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:56:28  clouds_decoded.project               INFO        [refocus] Completed in 68.4s
+2026-03-26T18:56:28  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:56:29  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:56:29  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:56:39  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:56:42  clouds_decoded.project               INFO        [cloud_properties] Completed in 14.4s
diff --git a/logs/S2A_MSIL1C_20210802T011701_N0500_R031_T54SVC_20230119T154713/pipeline.log b/logs/S2A_MSIL1C_20210802T011701_N0500_R031_T54SVC_20230119T154713/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..afdd7337f88c39d94f347e27dd463455a899743e
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210802T011701_N0500_R031_T54SVC_20230119T154713/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:31:11.756353 ---
+2026-03-27T15:31:11  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:31:11  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210802T011701_N0500_R031_T54SVC_20230119T154713
+2026-03-27T15:31:11  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:35:25  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:36:01  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:36:46  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3316492/3771857 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:37:01  clouds_decoded.project               INFO        [cloud_mask] Completed in 96.1s
+2026-03-27T15:37:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:37:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 42.7 seconds
+2026-03-27T15:38:18  clouds_decoded.project               INFO        [cloud_height] Completed in 76.3s
+2026-03-27T15:38:41  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 6.7%
+2026-03-27T15:38:43  clouds_decoded.modules.albedo_estimator.processor  WARNING   Only 0 clear samples after filtering. Running fallback.
+2026-03-27T15:38:43  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T15:38:43  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T15:38:43  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T15:38:43  clouds_decoded.project               INFO        [albedo] Completed in 25.2s
+2026-03-27T15:38:43  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:40:13  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:40:13  clouds_decoded.project               INFO        [refocus] Completed in 89.6s
+2026-03-27T15:40:13  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:40:13  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:40:15  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:40:37  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:40:38  clouds_decoded.project               INFO        [cloud_properties] Completed in 25.7s
diff --git a/logs/S2A_MSIL1C_20210826T143731_N0500_R096_T21PTT_20230222T022421/pipeline.log b/logs/S2A_MSIL1C_20210826T143731_N0500_R096_T21PTT_20230222T022421/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..a83b1d22f5ade585a2b492bb5e18e1ca8a411124
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210826T143731_N0500_R096_T21PTT_20230222T022421/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T21:56:32.300417 ---
+2026-03-26T21:56:32  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:56:32  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210826T143731_N0500_R096_T21PTT_20230222T022421
+2026-03-26T21:56:32  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:59:23  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:59:23  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:00:03  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 737266/3255938 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:00:07  clouds_decoded.project               INFO        [cloud_mask] Completed in 44.3s
+2026-03-26T22:00:11  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:00:11  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T22:00:41  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 33.9 seconds
+2026-03-26T22:00:44  clouds_decoded.project               INFO        [cloud_height] Completed in 36.8s
+2026-03-26T22:00:47  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 82.5%
+2026-03-26T22:00:52  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:00:55  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:00:55  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:00:56  clouds_decoded.project               INFO        [albedo] Completed in 11.5s
+2026-03-26T22:00:56  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:01:47  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:01:47  clouds_decoded.project               INFO        [refocus] Completed in 51.3s
+2026-03-26T22:01:47  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:01:47  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:01:49  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:01:57  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:01:58  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.1s
diff --git a/logs/S2A_MSIL1C_20210831T182921_N0500_R027_T11RLP_20230121T163047/pipeline.log b/logs/S2A_MSIL1C_20210831T182921_N0500_R027_T11RLP_20230121T163047/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..7cf753f6eaec1435caa48079731e3881ecab80c7
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210831T182921_N0500_R027_T11RLP_20230121T163047/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:49:47.670695 ---
+2026-03-26T18:49:47  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:49:47  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210831T182921_N0500_R027_T11RLP_20230121T163047
+2026-03-26T18:49:47  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:54:19  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:54:30  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:55:16  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1440783/1443470 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:55:17  clouds_decoded.project               INFO        [cloud_mask] Completed in 57.4s
+2026-03-26T18:55:20  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:55:52  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 35.0 seconds
+2026-03-26T18:56:20  clouds_decoded.project               INFO        [cloud_height] Completed in 63.2s
+2026-03-26T18:56:22  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.6%
+2026-03-26T18:56:22  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.6% < threshold 5%. Running fallback.
+2026-03-26T18:56:22  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:56:22  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:56:22  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:56:22  clouds_decoded.project               INFO        [albedo] Completed in 1.7s
+2026-03-26T18:56:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:56:51  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:56:51  clouds_decoded.project               INFO        [refocus] Completed in 28.7s
+2026-03-26T18:56:51  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:56:51  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:56:51  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:56:53  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:56:55  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.6s
diff --git a/logs/S2A_MSIL1C_20210905T143731_N0500_R096_T21PTT_20230116T205050/pipeline.log b/logs/S2A_MSIL1C_20210905T143731_N0500_R096_T21PTT_20230116T205050/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e8e36a596c8189035d86cc31badbeefecb1e985f
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210905T143731_N0500_R096_T21PTT_20230116T205050/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T21:57:50.065288 ---
+2026-03-26T21:57:50  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:57:50  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210905T143731_N0500_R096_T21PTT_20230116T205050
+2026-03-26T21:57:50  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:00:07  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:00:09  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:00:42  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 980825/3020945 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:00:43  clouds_decoded.project               INFO        [cloud_mask] Completed in 36.2s
+2026-03-26T22:00:47  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:00:47  clouds_decoded.sliding_window        INFO      Sliding window: skipping 39/484 windows (no True pixels in skip_mask)
+2026-03-26T22:01:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 26.3 seconds
+2026-03-26T22:01:38  clouds_decoded.project               INFO        [cloud_height] Completed in 53.3s
+2026-03-26T22:01:39  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 81.2%
+2026-03-26T22:01:42  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:01:45  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:01:45  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:01:46  clouds_decoded.project               INFO        [albedo] Completed in 8.4s
+2026-03-26T22:01:46  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:02:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:02:37  clouds_decoded.project               INFO        [refocus] Completed in 51.5s
+2026-03-26T22:02:37  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:02:38  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:02:39  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:03:03  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:03:03  clouds_decoded.project               INFO        [cloud_properties] Completed in 26.0s
diff --git a/logs/S2A_MSIL1C_20210911T011651_N0500_R031_T54SVC_20230117T055547/pipeline.log b/logs/S2A_MSIL1C_20210911T011651_N0500_R031_T54SVC_20230117T055547/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..5962be55b04ef8bb45ed34f6a2fec0ab7a78584e
--- /dev/null
+++ b/logs/S2A_MSIL1C_20210911T011651_N0500_R031_T54SVC_20230117T055547/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:32:59.802087 ---
+2026-03-27T15:32:59  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:32:59  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20210911T011651_N0500_R031_T54SVC_20230117T055547
+2026-03-27T15:32:59  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:37:01  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:37:02  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:38:35  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1625784/2558292 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:38:42  clouds_decoded.project               INFO        [cloud_mask] Completed in 100.9s
+2026-03-27T15:38:47  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:38:47  clouds_decoded.sliding_window        INFO      Sliding window: skipping 11/484 windows (no True pixels in skip_mask)
+2026-03-27T15:39:15  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 33.2 seconds
+2026-03-27T15:39:57  clouds_decoded.project               INFO        [cloud_height] Completed in 75.0s
+2026-03-27T15:39:59  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 51.5%
+2026-03-27T15:40:03  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:40:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:40:07  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:40:07  clouds_decoded.project               INFO        [albedo] Completed in 9.4s
+2026-03-27T15:40:07  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:41:17  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:41:17  clouds_decoded.project               INFO        [refocus] Completed in 69.7s
+2026-03-27T15:41:17  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:41:17  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:41:18  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:41:29  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:41:31  clouds_decoded.project               INFO        [cloud_properties] Completed in 14.5s
diff --git a/logs/S2A_MSIL1C_20211005T143731_N0500_R096_T21PTT_20230102T222249/pipeline.log b/logs/S2A_MSIL1C_20211005T143731_N0500_R096_T21PTT_20230102T222249/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..75aa9578c6b244584141a4915d60a3cd72d1403c
--- /dev/null
+++ b/logs/S2A_MSIL1C_20211005T143731_N0500_R096_T21PTT_20230102T222249/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T21:58:24.093997 ---
+2026-03-26T21:58:24  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:58:24  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20211005T143731_N0500_R096_T21PTT_20230102T222249
+2026-03-26T21:58:24  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:00:43  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:00:44  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:01:39  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1402473/5130226 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:01:40  clouds_decoded.project               INFO        [cloud_mask] Completed in 56.9s
+2026-03-26T22:01:43  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:02:14  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 33.5 seconds
+2026-03-26T22:02:27  clouds_decoded.project               INFO        [cloud_height] Completed in 47.2s
+2026-03-26T22:02:29  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 76.6%
+2026-03-26T22:02:32  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:02:35  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:02:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:02:36  clouds_decoded.project               INFO        [albedo] Completed in 8.4s
+2026-03-26T22:02:36  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:03:50  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:03:50  clouds_decoded.project               INFO        [refocus] Completed in 74.2s
+2026-03-26T22:03:50  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:03:51  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:03:52  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:04:03  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:04:04  clouds_decoded.project               INFO        [cloud_properties] Completed in 14.0s
diff --git a/logs/S2A_MSIL1C_20211008T213931_N0500_R143_T02KNG_20230105T194537/pipeline.log b/logs/S2A_MSIL1C_20211008T213931_N0500_R143_T02KNG_20230105T194537/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..cbc471077e9906a675356780391d4acbd7b9b9a2
--- /dev/null
+++ b/logs/S2A_MSIL1C_20211008T213931_N0500_R143_T02KNG_20230105T194537/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T16:30:54.565913 ---
+2026-03-26T16:30:54  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:30:54  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20211008T213931_N0500_R143_T02KNG_20230105T194537
+2026-03-26T16:30:54  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:34:55  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:38:59  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:39:54  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 586032/2771690 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:40:06  clouds_decoded.project               INFO        [cloud_mask] Completed in 310.7s
+2026-03-26T16:45:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:46:53  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 333.2 seconds
+2026-03-26T16:46:56  clouds_decoded.project               INFO        [cloud_height] Completed in 336.2s
+2026-03-26T16:48:04  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 79.6%
+2026-03-26T16:48:44  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T16:48:47  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T16:48:47  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T16:48:48  clouds_decoded.project               INFO        [albedo] Completed in 111.5s
+2026-03-26T16:54:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:59:24  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:59:24  clouds_decoded.project               INFO        [refocus] Completed in 301.9s
+2026-03-26T16:59:24  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:59:24  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:59:25  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:59:30  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:59:32  clouds_decoded.project               INFO        [cloud_properties] Completed in 7.6s
diff --git a/logs/S2A_MSIL1C_20211010T183311_N0500_R027_T11RLP_20230114T141728/pipeline.log b/logs/S2A_MSIL1C_20211010T183311_N0500_R027_T11RLP_20230114T141728/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..ed7eeb8790de42a323998f5a942352e44ce1be5f
--- /dev/null
+++ b/logs/S2A_MSIL1C_20211010T183311_N0500_R027_T11RLP_20230114T141728/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:52:40.725468 ---
+2026-03-26T18:52:40  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:52:40  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20211010T183311_N0500_R027_T11RLP_20230114T141728
+2026-03-26T18:52:40  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:56:25  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:56:27  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:56:59  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 317981/1859898 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:57:00  clouds_decoded.project               INFO        [cloud_mask] Completed in 35.3s
+2026-03-26T18:57:03  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:57:03  clouds_decoded.sliding_window        INFO      Sliding window: skipping 2/484 windows (no True pixels in skip_mask)
+2026-03-26T18:57:39  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 38.7 seconds
+2026-03-26T18:57:55  clouds_decoded.project               INFO        [cloud_height] Completed in 55.1s
+2026-03-26T18:57:59  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 83.7%
+2026-03-26T18:58:02  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:58:04  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:58:05  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:58:05  clouds_decoded.project               INFO        [albedo] Completed in 10.0s
+2026-03-26T18:58:05  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:58:56  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:58:56  clouds_decoded.project               INFO        [refocus] Completed in 51.2s
+2026-03-26T18:58:56  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:58:57  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:58:58  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:59:10  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:59:10  clouds_decoded.project               INFO        [cloud_properties] Completed in 14.0s
diff --git a/logs/S2A_MSIL1C_20211124T143731_N0500_R096_T21PTT_20230105T214750/pipeline.log b/logs/S2A_MSIL1C_20211124T143731_N0500_R096_T21PTT_20230105T214750/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..fc92459bbae50b69d0f9482c29c719e0a797cd50
--- /dev/null
+++ b/logs/S2A_MSIL1C_20211124T143731_N0500_R096_T21PTT_20230105T214750/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T21:59:23.527684 ---
+2026-03-26T21:59:23  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:59:23  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20211124T143731_N0500_R096_T21PTT_20230105T214750
+2026-03-26T21:59:23  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:01:40  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:01:41  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:02:29  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1015125/3629310 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:02:30  clouds_decoded.project               INFO        [cloud_mask] Completed in 49.7s
+2026-03-26T22:02:34  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:03:04  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 33.5 seconds
+2026-03-26T22:03:40  clouds_decoded.project               INFO        [cloud_height] Completed in 70.0s
+2026-03-26T22:03:41  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 76.4%
+2026-03-26T22:03:45  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:03:47  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:03:48  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:03:48  clouds_decoded.project               INFO        [albedo] Completed in 8.1s
+2026-03-26T22:03:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:04:43  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:04:43  clouds_decoded.project               INFO        [refocus] Completed in 54.5s
+2026-03-26T22:04:43  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:04:43  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:04:44  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:04:58  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:05:00  clouds_decoded.project               INFO        [cloud_properties] Completed in 16.8s
diff --git a/logs/S2A_MSIL1C_20211129T183731_N0500_R027_T11RLP_20221230T004321/pipeline.log b/logs/S2A_MSIL1C_20211129T183731_N0500_R027_T11RLP_20221230T004321/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..3abf873c14a2ed372bf3ad303ffb85089aa289ce
--- /dev/null
+++ b/logs/S2A_MSIL1C_20211129T183731_N0500_R027_T11RLP_20221230T004321/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:54:19.993280 ---
+2026-03-26T18:54:19  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:54:19  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20211129T183731_N0500_R027_T11RLP_20221230T004321
+2026-03-26T18:54:19  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:57:00  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:57:01  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:57:59  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 49/727 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:58:00  clouds_decoded.project               INFO        [cloud_mask] Completed in 60.4s
+2026-03-26T18:58:03  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:58:03  clouds_decoded.sliding_window        INFO      Sliding window: skipping 299/484 windows (no True pixels in skip_mask)
+2026-03-26T18:58:23  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 23.0 seconds
+2026-03-26T18:58:28  clouds_decoded.project               INFO        [cloud_height] Completed in 27.0s
+2026-03-26T18:58:30  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 98.7%
+2026-03-26T18:58:39  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:58:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:58:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:58:44  clouds_decoded.project               INFO        [albedo] Completed in 16.2s
+2026-03-26T18:58:44  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:59:55  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:59:55  clouds_decoded.project               INFO        [refocus] Completed in 71.0s
+2026-03-26T18:59:55  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:59:55  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:59:55  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:59:58  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:59:59  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.8s
diff --git a/logs/S2A_MSIL1C_20211130T012011_N0500_R031_T54SVC_20230105T173729/pipeline.log b/logs/S2A_MSIL1C_20211130T012011_N0500_R031_T54SVC_20230105T173729/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..a4d1879ff2728f722905c03ed1f24c38d6351b69
--- /dev/null
+++ b/logs/S2A_MSIL1C_20211130T012011_N0500_R031_T54SVC_20230105T173729/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:35:25.831468 ---
+2026-03-27T15:35:25  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:35:25  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20211130T012011_N0500_R031_T54SVC_20230105T173729
+2026-03-27T15:35:25  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:40:00  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:40:00  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:41:10  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 377042/1950099 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:41:11  clouds_decoded.project               INFO        [cloud_mask] Completed in 71.0s
+2026-03-27T15:41:14  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:41:14  clouds_decoded.sliding_window        INFO      Sliding window: skipping 62/484 windows (no True pixels in skip_mask)
+2026-03-27T15:41:41  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 29.8 seconds
+2026-03-27T15:42:20  clouds_decoded.project               INFO        [cloud_height] Completed in 69.3s
+2026-03-27T15:42:22  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 91.9%
+2026-03-27T15:42:25  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:42:27  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:42:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:42:28  clouds_decoded.project               INFO        [albedo] Completed in 7.8s
+2026-03-27T15:42:28  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:44:08  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:44:08  clouds_decoded.project               INFO        [refocus] Completed in 99.7s
+2026-03-27T15:44:08  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:44:08  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:44:10  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:44:18  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:44:19  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.9s
diff --git a/logs/S2A_MSIL1C_20211210T012041_N0500_R031_T54SVC_20221229T115355/pipeline.log b/logs/S2A_MSIL1C_20211210T012041_N0500_R031_T54SVC_20221229T115355/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..b0f42de002baf5afd018b072937b3a2a574091d7
--- /dev/null
+++ b/logs/S2A_MSIL1C_20211210T012041_N0500_R031_T54SVC_20221229T115355/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:37:01.898229 ---
+2026-03-27T15:37:01  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:37:01  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20211210T012041_N0500_R031_T54SVC_20221229T115355
+2026-03-27T15:37:01  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:41:11  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:41:11  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:42:22  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 5970504/6112494 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:42:23  clouds_decoded.project               INFO        [cloud_mask] Completed in 71.9s
+2026-03-27T15:42:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:43:05  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 41.8 seconds
+2026-03-27T15:43:56  clouds_decoded.project               INFO        [cloud_height] Completed in 93.4s
+2026-03-27T15:43:58  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 1.4%
+2026-03-27T15:43:58  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 1.4% < threshold 5%. Running fallback.
+2026-03-27T15:43:58  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T15:43:58  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T15:43:58  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T15:43:58  clouds_decoded.project               INFO        [albedo] Completed in 1.7s
+2026-03-27T15:43:58  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:44:35  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:44:35  clouds_decoded.project               INFO        [refocus] Completed in 37.1s
+2026-03-27T15:44:35  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:44:35  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:44:36  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:44:37  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:44:38  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.3s
diff --git a/logs/S2A_MSIL1C_20211217T213931_N0500_R143_T02KNG_20221225T065440/pipeline.log b/logs/S2A_MSIL1C_20211217T213931_N0500_R143_T02KNG_20221225T065440/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..7cd5a9a0128153a1c4abca4acf5401cb3a42b030
--- /dev/null
+++ b/logs/S2A_MSIL1C_20211217T213931_N0500_R143_T02KNG_20221225T065440/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T16:33:18.822106 ---
+2026-03-26T16:33:18  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:33:18  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20211217T213931_N0500_R143_T02KNG_20221225T065440
+2026-03-26T16:33:18  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:41:21  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:45:55  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:46:55  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 797394/3674781 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:46:56  clouds_decoded.project               INFO        [cloud_mask] Completed in 335.9s
+2026-03-26T16:53:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:53:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 260.4 seconds
+2026-03-26T16:54:01  clouds_decoded.project               INFO        [cloud_height] Completed in 264.6s
+2026-03-26T16:54:12  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 78.1%
+2026-03-26T16:54:18  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T16:54:20  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T16:54:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T16:54:21  clouds_decoded.project               INFO        [albedo] Completed in 20.3s
+2026-03-26T17:00:51  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:02:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:02:48  clouds_decoded.project               INFO        [refocus] Completed in 116.8s
+2026-03-26T17:02:48  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:02:48  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:02:49  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:02:56  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:02:57  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.7s
diff --git a/logs/S2A_MSIL1C_20211219T183801_N0500_R027_T11RLP_20221226T190511/pipeline.log b/logs/S2A_MSIL1C_20211219T183801_N0500_R027_T11RLP_20221226T190511/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..d8a535a1ceb7a2c9ffb80447087546c5d16e2fea
--- /dev/null
+++ b/logs/S2A_MSIL1C_20211219T183801_N0500_R027_T11RLP_20221226T190511/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:55:17.553719 ---
+2026-03-26T18:55:17  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:55:17  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20211219T183801_N0500_R027_T11RLP_20221226T190511
+2026-03-26T18:55:17  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:58:00  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:58:01  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:58:30  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2243137/4547745 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:58:38  clouds_decoded.project               INFO        [cloud_mask] Completed in 37.7s
+2026-03-26T18:58:41  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:58:42  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T18:59:11  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 32.5 seconds
+2026-03-26T18:59:45  clouds_decoded.project               INFO        [cloud_height] Completed in 66.9s
+2026-03-26T18:59:49  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 63.7%
+2026-03-26T18:59:53  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:59:55  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:59:55  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:59:56  clouds_decoded.project               INFO        [albedo] Completed in 10.3s
+2026-03-26T18:59:56  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:00:25  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:00:25  clouds_decoded.project               INFO        [refocus] Completed in 29.7s
+2026-03-26T19:00:25  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:00:26  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:00:27  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:00:30  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:00:31  clouds_decoded.project               INFO        [cloud_properties] Completed in 5.9s
diff --git a/logs/S2A_MSIL1C_20220123T143731_N0510_R096_T21PTT_20240504T160052/pipeline.log b/logs/S2A_MSIL1C_20220123T143731_N0510_R096_T21PTT_20240504T160052/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..493076fe423c8324d3675c8535764292dd018ae4
--- /dev/null
+++ b/logs/S2A_MSIL1C_20220123T143731_N0510_R096_T21PTT_20240504T160052/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:00:44.004285 ---
+2026-03-26T22:00:44  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:00:44  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20220123T143731_N0510_R096_T21PTT_20240504T160052
+2026-03-26T22:00:44  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:03:43  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:03:43  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:04:32  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 944552/3601203 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:04:33  clouds_decoded.project               INFO        [cloud_mask] Completed in 50.5s
+2026-03-26T22:04:36  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:04:36  clouds_decoded.sliding_window        INFO      Sliding window: skipping 4/484 windows (no True pixels in skip_mask)
+2026-03-26T22:05:05  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 31.7 seconds
+2026-03-26T22:05:22  clouds_decoded.project               INFO        [cloud_height] Completed in 48.8s
+2026-03-26T22:05:26  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 81.4%
+2026-03-26T22:05:29  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:05:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:05:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:05:33  clouds_decoded.project               INFO        [albedo] Completed in 11.5s
+2026-03-26T22:05:33  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:06:42  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:06:42  clouds_decoded.project               INFO        [refocus] Completed in 68.6s
+2026-03-26T22:06:42  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:06:42  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:06:44  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:07:06  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:07:07  clouds_decoded.project               INFO        [cloud_properties] Completed in 24.6s
diff --git a/logs/S2A_MSIL1C_20220207T183531_N0510_R027_T11RLP_20240512T112622/pipeline.log b/logs/S2A_MSIL1C_20220207T183531_N0510_R027_T11RLP_20240512T112622/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..36961cf720fc7da2684b30ea3bf0832bb7d745ca
--- /dev/null
+++ b/logs/S2A_MSIL1C_20220207T183531_N0510_R027_T11RLP_20240512T112622/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T18:57:00.568764 ---
+2026-03-26T18:57:00  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:57:00  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20220207T183531_N0510_R027_T11RLP_20240512T112622
+2026-03-26T18:57:00  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:59:46  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:59:50  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:00:12  clouds_decoded.project               INFO        [cloud_mask] Completed in 25.7s
+2026-03-26T19:00:23  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:00:23  clouds_decoded.sliding_window        INFO      Sliding window: skipping 484/484 windows (no True pixels in skip_mask)
+2026-03-26T19:00:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 13.2 seconds
+2026-03-26T19:00:30  clouds_decoded.project               INFO        [cloud_height] Completed in 18.0s
+2026-03-26T19:00:43  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 100.0%
+2026-03-26T19:00:47  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:00:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:00:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:00:50  clouds_decoded.project               INFO        [albedo] Completed in 20.1s
+2026-03-26T19:00:50  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:02:19  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:02:19  clouds_decoded.project               INFO        [refocus] Completed in 88.9s
+2026-03-26T19:02:19  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:02:19  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:02:30  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:03:07  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:03:08  clouds_decoded.project               INFO        [cloud_properties] Completed in 48.6s
diff --git a/logs/S2A_MSIL1C_20220218T011711_N0510_R031_T54SVC_20240516T151620/pipeline.log b/logs/S2A_MSIL1C_20220218T011711_N0510_R031_T54SVC_20240516T151620/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..0feee04c6aef643c2a39d99abddff55b695c532b
--- /dev/null
+++ b/logs/S2A_MSIL1C_20220218T011711_N0510_R031_T54SVC_20240516T151620/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:40:00.279454 ---
+2026-03-27T15:40:00  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:40:00  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20220218T011711_N0510_R031_T54SVC_20240516T151620
+2026-03-27T15:40:00  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:44:00  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:44:04  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:44:37  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1445967/5558538 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:44:38  clouds_decoded.project               INFO        [cloud_mask] Completed in 37.6s
+2026-03-27T15:44:41  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:44:41  clouds_decoded.sliding_window        INFO      Sliding window: skipping 28/484 windows (no True pixels in skip_mask)
+2026-03-27T15:45:32  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 54.5 seconds
+2026-03-27T15:46:38  clouds_decoded.project               INFO        [cloud_height] Completed in 120.3s
+2026-03-27T15:46:42  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 82.8%
+2026-03-27T15:46:45  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:46:47  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:46:48  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:46:49  clouds_decoded.project               INFO        [albedo] Completed in 10.2s
+2026-03-27T15:46:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:47:41  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:47:41  clouds_decoded.project               INFO        [refocus] Completed in 52.9s
+2026-03-27T15:47:42  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:47:42  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:47:43  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:48:12  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:48:13  clouds_decoded.project               INFO        [cloud_properties] Completed in 31.0s
diff --git a/logs/S2A_MSIL1C_20220222T143731_N0510_R096_T21PTT_20240517T091339/pipeline.log b/logs/S2A_MSIL1C_20220222T143731_N0510_R096_T21PTT_20240517T091339/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..f4d0980b9d2711fe970ad51efcf06193dba3ac6b
--- /dev/null
+++ b/logs/S2A_MSIL1C_20220222T143731_N0510_R096_T21PTT_20240517T091339/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:01:40.844235 ---
+2026-03-26T22:01:40  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:01:40  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20220222T143731_N0510_R096_T21PTT_20240517T091339
+2026-03-26T22:01:40  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:04:33  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:04:34  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:05:27  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 113953/1252985 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:05:28  clouds_decoded.project               INFO        [cloud_mask] Completed in 55.2s
+2026-03-26T22:05:33  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:05:34  clouds_decoded.sliding_window        INFO      Sliding window: skipping 19/484 windows (no True pixels in skip_mask)
+2026-03-26T22:06:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 41.7 seconds
+2026-03-26T22:06:24  clouds_decoded.project               INFO        [cloud_height] Completed in 55.4s
+2026-03-26T22:06:32  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 91.9%
+2026-03-26T22:06:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:06:40  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:06:41  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:06:42  clouds_decoded.project               INFO        [albedo] Completed in 17.9s
+2026-03-26T22:06:42  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:08:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:08:49  clouds_decoded.project               INFO        [refocus] Completed in 127.6s
+2026-03-26T22:08:49  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:08:49  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:08:50  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:09:05  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:09:06  clouds_decoded.project               INFO        [cloud_properties] Completed in 17.0s
diff --git a/logs/S2A_MSIL1C_20220403T143731_N0510_R096_T21PTT_20240604T042657/pipeline.log b/logs/S2A_MSIL1C_20220403T143731_N0510_R096_T21PTT_20240604T042657/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..d21b20fa76abb6230989bba265a382afbf705f7c
--- /dev/null
+++ b/logs/S2A_MSIL1C_20220403T143731_N0510_R096_T21PTT_20240604T042657/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:03:43.147608 ---
+2026-03-26T22:03:43  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:03:43  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20220403T143731_N0510_R096_T21PTT_20240604T042657
+2026-03-26T22:03:43  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:06:34  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:06:36  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:08:36  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2264528/4534128 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:08:37  clouds_decoded.project               INFO        [cloud_mask] Completed in 123.2s
+2026-03-26T22:08:50  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:08:50  clouds_decoded.sliding_window        INFO      Sliding window: skipping 9/484 windows (no True pixels in skip_mask)
+2026-03-26T22:09:19  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 42.4 seconds
+2026-03-26T22:09:35  clouds_decoded.project               INFO        [cloud_height] Completed in 58.0s
+2026-03-26T22:09:36  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 57.6%
+2026-03-26T22:09:40  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:09:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:09:44  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:09:44  clouds_decoded.project               INFO        [albedo] Completed in 9.2s
+2026-03-26T22:09:44  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:11:04  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:11:04  clouds_decoded.project               INFO        [refocus] Completed in 80.3s
+2026-03-26T22:11:04  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:11:05  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:11:06  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:11:19  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:11:20  clouds_decoded.project               INFO        [cloud_properties] Completed in 15.9s
diff --git a/logs/S2A_MSIL1C_20220406T213931_N0510_R143_T02KNG_20240604T183223/pipeline.log b/logs/S2A_MSIL1C_20220406T213931_N0510_R143_T02KNG_20240604T183223/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..37d61e4521944ab1cff38b5364d15365b56561bd
--- /dev/null
+++ b/logs/S2A_MSIL1C_20220406T213931_N0510_R143_T02KNG_20240604T183223/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T16:46:56.976260 ---
+2026-03-26T16:46:56  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:46:56  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20220406T213931_N0510_R143_T02KNG_20240604T183223
+2026-03-26T16:46:56  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:54:51  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:54:51  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:59:14  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 925525/2548635 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:59:20  clouds_decoded.project               INFO        [cloud_mask] Completed in 269.2s
+2026-03-26T17:02:39  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:02:39  clouds_decoded.sliding_window        INFO      Sliding window: skipping 9/484 windows (no True pixels in skip_mask)
+2026-03-26T17:03:46  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 69.6 seconds
+2026-03-26T17:05:30  clouds_decoded.project               INFO        [cloud_height] Completed in 172.9s
+2026-03-26T17:05:43  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 71.4%
+2026-03-26T17:05:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:05:49  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:05:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:05:50  clouds_decoded.project               INFO        [albedo] Completed in 20.5s
+2026-03-26T17:07:20  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:08:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:08:22  clouds_decoded.project               INFO        [refocus] Completed in 62.5s
+2026-03-26T17:08:22  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:08:23  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:08:23  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:08:35  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:08:36  clouds_decoded.project               INFO        [cloud_properties] Completed in 14.0s
diff --git a/logs/S2A_MSIL1C_20220419T011701_N0510_R031_T54SVC_20240523T182901/pipeline.log b/logs/S2A_MSIL1C_20220419T011701_N0510_R031_T54SVC_20240523T182901/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..eca988e3a112e7a936f8b2dd3776a53f5e4a68f5
--- /dev/null
+++ b/logs/S2A_MSIL1C_20220419T011701_N0510_R031_T54SVC_20240523T182901/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T15:42:23.232206 ---
+2026-03-27T15:42:23  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:42:23  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20220419T011701_N0510_R031_T54SVC_20240523T182901
+2026-03-27T15:42:23  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:46:44  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:46:44  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:47:18  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3216836/3824381 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:47:20  clouds_decoded.project               INFO        [cloud_mask] Completed in 36.7s
+2026-03-27T15:47:28  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:48:12  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 51.4 seconds
+2026-03-27T15:48:15  clouds_decoded.project               INFO        [cloud_height] Completed in 54.4s
+2026-03-27T15:48:19  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 13.4%
+2026-03-27T15:48:23  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:48:27  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:48:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:48:28  clouds_decoded.project               INFO        [albedo] Completed in 13.6s
+2026-03-27T15:48:28  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:48:59  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:48:59  clouds_decoded.project               INFO        [refocus] Completed in 30.3s
+2026-03-27T15:48:59  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:48:59  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:49:00  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:49:33  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:49:34  clouds_decoded.project               INFO        [cloud_properties] Completed in 35.3s
diff --git a/logs/S2A_MSIL1C_20220523T143731_N0510_R096_T21PTT_20240617T085108/pipeline.log b/logs/S2A_MSIL1C_20220523T143731_N0510_R096_T21PTT_20240617T085108/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..80ca3109c5131bc2e735a9c3b67eb0836872f0ae
--- /dev/null
+++ b/logs/S2A_MSIL1C_20220523T143731_N0510_R096_T21PTT_20240617T085108/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T22:04:33.609661 ---
+2026-03-26T22:04:33  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:04:33  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20220523T143731_N0510_R096_T21PTT_20240617T085108
+2026-03-26T22:04:33  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:08:37  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:08:45  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:09:36  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2378825/3717917 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:09:37  clouds_decoded.project               INFO        [cloud_mask] Completed in 60.1s
+2026-03-26T22:09:40  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:10:04  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 27.3 seconds
+2026-03-26T22:10:38  clouds_decoded.project               INFO        [cloud_height] Completed in 60.9s
+2026-03-26T22:10:42  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 28.5%
+2026-03-26T22:10:44  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:10:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:10:47  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:10:47  clouds_decoded.project               INFO        [albedo] Completed in 9.0s
+2026-03-26T22:10:47  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:11:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:11:37  clouds_decoded.project               INFO        [refocus] Completed in 49.7s
+2026-03-26T22:11:37  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:11:37  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:11:39  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:11:49  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:11:51  clouds_decoded.project               INFO        [cloud_properties] Completed in 14.3s
diff --git a/logs/S2A_MSIL1C_20220602T143741_N0510_R096_T21PTT_20240616T175949/pipeline.log b/logs/S2A_MSIL1C_20220602T143741_N0510_R096_T21PTT_20240616T175949/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..d6dd9fdf391a3611b8ced25a5f9fadfe5404adf7
--- /dev/null
+++ b/logs/S2A_MSIL1C_20220602T143741_N0510_R096_T21PTT_20240616T175949/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:05:28.790494 ---
+2026-03-26T22:05:28  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:05:28  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20220602T143741_N0510_R096_T21PTT_20240616T175949
+2026-03-26T22:05:28  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:09:37  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:09:37  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:10:43  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1080440/2747513 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:10:44  clouds_decoded.project               INFO        [cloud_mask] Completed in 67.3s
+2026-03-26T22:10:47  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:10:48  clouds_decoded.sliding_window        INFO      Sliding window: skipping 12/484 windows (no True pixels in skip_mask)
+2026-03-26T22:11:20  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 35.5 seconds
+2026-03-26T22:11:27  clouds_decoded.project               INFO        [cloud_height] Completed in 42.5s
+2026-03-26T22:11:28  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 64.0%
+2026-03-26T22:11:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:11:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:11:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:11:38  clouds_decoded.project               INFO        [albedo] Completed in 10.8s
+2026-03-26T22:11:38  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:12:47  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:12:47  clouds_decoded.project               INFO        [refocus] Completed in 69.1s
+2026-03-26T22:12:47  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:12:47  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:12:48  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:12:59  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:13:00  clouds_decoded.project               INFO        [cloud_properties] Completed in 13.3s
diff --git a/logs/S2A_MSIL1C_20220617T182931_N0510_R027_T11RLP_20240625T113213/pipeline.log b/logs/S2A_MSIL1C_20220617T182931_N0510_R027_T11RLP_20240625T113213/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1fbce48f5f1053b2cdc5605fe87a2b3f2ba1daf5
--- /dev/null
+++ b/logs/S2A_MSIL1C_20220617T182931_N0510_R027_T11RLP_20240625T113213/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:00:12.347452 ---
+2026-03-26T19:00:12  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:00:12  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20220617T182931_N0510_R027_T11RLP_20240625T113213
+2026-03-26T19:00:12  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:03:18  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:03:18  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:04:11  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4234161/5478192 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:04:13  clouds_decoded.project               INFO        [cloud_mask] Completed in 54.7s
+2026-03-26T19:04:16  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:04:42  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 29.5 seconds
+2026-03-26T19:04:46  clouds_decoded.project               INFO        [cloud_height] Completed in 32.9s
+2026-03-26T19:04:48  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 29.2%
+2026-03-26T19:04:53  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:04:56  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:04:57  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:04:57  clouds_decoded.project               INFO        [albedo] Completed in 10.3s
+2026-03-26T19:04:57  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:05:55  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:05:55  clouds_decoded.project               INFO        [refocus] Completed in 57.7s
+2026-03-26T19:05:55  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:05:55  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:05:56  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:06:06  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:06:08  clouds_decoded.project               INFO        [cloud_properties] Completed in 12.8s
diff --git a/logs/S2A_MSIL1C_20220628T011711_N0510_R031_T54SVC_20240628T005037/pipeline.log b/logs/S2A_MSIL1C_20220628T011711_N0510_R031_T54SVC_20240628T005037/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..55855f88dec96d68dc6a6a9b28e188c0feea1c19
--- /dev/null
+++ b/logs/S2A_MSIL1C_20220628T011711_N0510_R031_T54SVC_20240628T005037/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T15:44:38.462451 ---
+2026-03-27T15:44:38  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:44:38  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20220628T011711_N0510_R031_T54SVC_20240628T005037
+2026-03-27T15:44:38  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:48:15  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:48:19  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:48:49  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1592070/1989936 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:48:50  clouds_decoded.project               INFO        [cloud_mask] Completed in 35.2s
+2026-03-27T15:48:56  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:49:40  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 49.6 seconds
+2026-03-27T15:49:43  clouds_decoded.project               INFO        [cloud_height] Completed in 52.4s
+2026-03-27T15:49:47  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 10.4%
+2026-03-27T15:49:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:49:53  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:49:54  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:49:54  clouds_decoded.project               INFO        [albedo] Completed in 11.7s
+2026-03-27T15:49:54  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:50:50  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:50:50  clouds_decoded.project               INFO        [refocus] Completed in 55.9s
+2026-03-27T15:50:50  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:50:51  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:50:52  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:51:16  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:51:16  clouds_decoded.project               INFO        [cloud_properties] Completed in 26.1s
diff --git a/logs/S2A_MSIL1C_20220707T182931_N0510_R027_T11RLP_20240710T083138/pipeline.log b/logs/S2A_MSIL1C_20220707T182931_N0510_R027_T11RLP_20240710T083138/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..bec829fa2540ce1c3f43261810205ecc5f402a5f
--- /dev/null
+++ b/logs/S2A_MSIL1C_20220707T182931_N0510_R027_T11RLP_20240710T083138/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:00:44.515409 ---
+2026-03-26T19:00:44  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:00:44  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20220707T182931_N0510_R027_T11RLP_20240710T083138
+2026-03-26T19:00:44  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:04:13  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:04:14  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:04:47  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1023693/1027754 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:04:48  clouds_decoded.project               INFO        [cloud_mask] Completed in 35.1s
+2026-03-26T19:04:50  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:05:19  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 30.8 seconds
+2026-03-26T19:05:22  clouds_decoded.project               INFO        [cloud_height] Completed in 34.5s
+2026-03-26T19:05:29  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 1.5%
+2026-03-26T19:05:29  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 1.5% < threshold 5%. Running fallback.
+2026-03-26T19:05:29  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T19:05:30  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T19:05:30  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T19:05:33  clouds_decoded.project               INFO        [albedo] Completed in 10.4s
+2026-03-26T19:05:33  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:06:38  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:06:38  clouds_decoded.project               INFO        [refocus] Completed in 64.8s
+2026-03-26T19:06:38  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:06:38  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:06:39  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:06:45  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:06:48  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.3s
diff --git a/logs/S2A_MSIL1C_20220708T011711_N0510_R031_T54SVC_20240623T012414/pipeline.log b/logs/S2A_MSIL1C_20220708T011711_N0510_R031_T54SVC_20240623T012414/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..f69395b54221a5c10679212b330fff8ab6d9c2f8
--- /dev/null
+++ b/logs/S2A_MSIL1C_20220708T011711_N0510_R031_T54SVC_20240623T012414/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T15:46:44.128380 ---
+2026-03-27T15:46:44  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:46:44  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20220708T011711_N0510_R031_T54SVC_20240623T012414
+2026-03-27T15:46:44  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:48:50  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:48:54  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:49:42  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2822562/3125905 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:49:46  clouds_decoded.project               INFO        [cloud_mask] Completed in 56.3s
+2026-03-27T15:49:49  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:50:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 38.4 seconds
+2026-03-27T15:50:28  clouds_decoded.project               INFO        [cloud_height] Completed in 41.5s
+2026-03-27T15:50:32  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 9.1%
+2026-03-27T15:50:35  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:50:38  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:50:39  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:50:39  clouds_decoded.project               INFO        [albedo] Completed in 11.3s
+2026-03-27T15:50:39  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:51:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:51:37  clouds_decoded.project               INFO        [refocus] Completed in 57.2s
+2026-03-27T15:51:37  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:51:37  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:51:38  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:52:08  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:52:10  clouds_decoded.project               INFO        [cloud_properties] Completed in 33.5s
diff --git a/logs/S2A_MSIL1C_20220801T143741_N0510_R096_T21PTT_20240822T015314/pipeline.log b/logs/S2A_MSIL1C_20220801T143741_N0510_R096_T21PTT_20240822T015314/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1e36b3dc268502813bae1cf5b2612cbb22028cd7
--- /dev/null
+++ b/logs/S2A_MSIL1C_20220801T143741_N0510_R096_T21PTT_20240822T015314/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T22:08:37.358329 ---
+2026-03-26T22:08:37  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:08:37  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20220801T143741_N0510_R096_T21PTT_20240822T015314
+2026-03-26T22:08:37  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:11:28  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:11:28  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:12:36  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2761213/3086109 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:12:37  clouds_decoded.project               INFO        [cloud_mask] Completed in 68.8s
+2026-03-26T22:12:40  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:13:15  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 38.7 seconds
+2026-03-26T22:13:29  clouds_decoded.project               INFO        [cloud_height] Completed in 51.9s
+2026-03-26T22:13:55  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 6.4%
+2026-03-26T22:13:58  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:14:02  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:14:02  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:14:02  clouds_decoded.project               INFO        [albedo] Completed in 33.4s
+2026-03-26T22:14:02  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:15:57  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:15:57  clouds_decoded.project               INFO        [refocus] Completed in 114.2s
+2026-03-26T22:15:57  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:15:57  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:15:57  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:16:03  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:16:05  clouds_decoded.project               INFO        [cloud_properties] Completed in 7.9s
diff --git a/logs/S2A_MSIL1C_20220807T011701_N0510_R031_T54SVC_20240716T090610/pipeline.log b/logs/S2A_MSIL1C_20220807T011701_N0510_R031_T54SVC_20240716T090610/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..bd7676cf002d62b1ef93c8b68ef42270d5af3617
--- /dev/null
+++ b/logs/S2A_MSIL1C_20220807T011701_N0510_R031_T54SVC_20240716T090610/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T15:47:20.842770 ---
+2026-03-27T15:47:20  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:47:20  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20220807T011701_N0510_R031_T54SVC_20240716T090610
+2026-03-27T15:47:20  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:49:46  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:49:47  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:50:28  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2051047/2670122 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:50:32  clouds_decoded.project               INFO        [cloud_mask] Completed in 45.4s
+2026-03-27T15:50:35  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:51:14  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 42.3 seconds
+2026-03-27T15:51:17  clouds_decoded.project               INFO        [cloud_height] Completed in 45.5s
+2026-03-27T15:51:22  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 19.1%
+2026-03-27T15:51:25  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:51:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:51:29  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:51:30  clouds_decoded.project               INFO        [albedo] Completed in 12.1s
+2026-03-27T15:51:30  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:52:44  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:52:44  clouds_decoded.project               INFO        [refocus] Completed in 74.6s
+2026-03-27T15:52:44  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:52:44  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:52:46  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:53:17  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:53:19  clouds_decoded.project               INFO        [cloud_properties] Completed in 34.9s
diff --git a/logs/S2A_MSIL1C_20220906T011701_N0510_R031_T54SVC_20240722T041051/pipeline.log b/logs/S2A_MSIL1C_20220906T011701_N0510_R031_T54SVC_20240722T041051/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e161a053151aa2f1f4e9618c98e16a04f4b97ff9
--- /dev/null
+++ b/logs/S2A_MSIL1C_20220906T011701_N0510_R031_T54SVC_20240722T041051/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:48:15.529380 ---
+2026-03-27T15:48:15  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:48:15  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20220906T011701_N0510_R031_T54SVC_20240722T041051
+2026-03-27T15:48:15  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:50:32  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:50:32  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:51:17  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1935392/2717590 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:51:18  clouds_decoded.project               INFO        [cloud_mask] Completed in 45.8s
+2026-03-27T15:51:24  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:51:24  clouds_decoded.sliding_window        INFO      Sliding window: skipping 56/484 windows (no True pixels in skip_mask)
+2026-03-27T15:52:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 50.5 seconds
+2026-03-27T15:52:11  clouds_decoded.project               INFO        [cloud_height] Completed in 53.5s
+2026-03-27T15:52:25  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 59.9%
+2026-03-27T15:52:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:52:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:52:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:52:37  clouds_decoded.project               INFO        [albedo] Completed in 26.0s
+2026-03-27T15:52:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:54:19  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:54:19  clouds_decoded.project               INFO        [refocus] Completed in 101.7s
+2026-03-27T15:54:19  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:54:19  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:54:20  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:54:22  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:54:23  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.0s
diff --git a/logs/S2A_MSIL1C_20220913T213941_N0510_R143_T02KNG_20240720T023711/pipeline.log b/logs/S2A_MSIL1C_20220913T213941_N0510_R143_T02KNG_20240720T023711/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e4302125860f7c03c86f023c6ebfcf0a0ad91c97
--- /dev/null
+++ b/logs/S2A_MSIL1C_20220913T213941_N0510_R143_T02KNG_20240720T023711/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T17:00:46.676285 ---
+2026-03-26T17:00:46  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:00:46  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20220913T213941_N0510_R143_T02KNG_20240720T023711
+2026-03-26T17:00:46  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:06:35  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:06:35  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:07:21  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1212556/3820956 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:07:24  clouds_decoded.project               INFO        [cloud_mask] Completed in 49.1s
+2026-03-26T17:10:26  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:10:26  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T17:11:16  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 56.4 seconds
+2026-03-26T17:11:32  clouds_decoded.project               INFO        [cloud_height] Completed in 72.0s
+2026-03-26T17:11:34  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 73.4%
+2026-03-26T17:11:39  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:11:59  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:12:00  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:12:00  clouds_decoded.project               INFO        [albedo] Completed in 27.8s
+2026-03-26T17:14:45  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:15:23  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:15:23  clouds_decoded.project               INFO        [refocus] Completed in 38.2s
+2026-03-26T17:15:23  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:15:24  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:15:24  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:15:30  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:15:32  clouds_decoded.project               INFO        [cloud_properties] Completed in 8.3s
diff --git a/logs/S2A_MSIL1C_20221115T011921_N0510_R031_T54SVC_20240709T093944/pipeline.log b/logs/S2A_MSIL1C_20221115T011921_N0510_R031_T54SVC_20240709T093944/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..8e6d7d674c0196c27f05b2c9929c46044af42b4d
--- /dev/null
+++ b/logs/S2A_MSIL1C_20221115T011921_N0510_R031_T54SVC_20240709T093944/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T15:49:47.013014 ---
+2026-03-27T15:49:47  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:49:47  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20221115T011921_N0510_R031_T54SVC_20240709T093944
+2026-03-27T15:49:47  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:52:13  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:52:30  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:53:27  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 5426746/5980050 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:53:28  clouds_decoded.project               INFO        [cloud_mask] Completed in 75.3s
+2026-03-27T15:53:54  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:54:19  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 50.8 seconds
+2026-03-27T15:54:23  clouds_decoded.project               INFO        [cloud_height] Completed in 54.3s
+2026-03-27T15:54:24  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 9.2%
+2026-03-27T15:54:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:54:35  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:54:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:54:37  clouds_decoded.project               INFO        [albedo] Completed in 13.8s
+2026-03-27T15:54:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:55:36  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:55:36  clouds_decoded.project               INFO        [refocus] Completed in 59.1s
+2026-03-27T15:55:36  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:55:36  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:55:38  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:56:06  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:56:08  clouds_decoded.project               INFO        [cloud_properties] Completed in 32.3s
diff --git a/logs/S2A_MSIL1C_20221129T143731_N0510_R096_T21PTT_20240720T002856/pipeline.log b/logs/S2A_MSIL1C_20221129T143731_N0510_R096_T21PTT_20240720T002856/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..d051124fda79a12543fc9b0f85771cc937c6e956
--- /dev/null
+++ b/logs/S2A_MSIL1C_20221129T143731_N0510_R096_T21PTT_20240720T002856/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:11:28.468611 ---
+2026-03-26T22:11:28  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:11:28  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20221129T143731_N0510_R096_T21PTT_20240720T002856
+2026-03-26T22:11:28  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:15:19  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:15:20  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:15:58  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1498843/4448000 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:16:04  clouds_decoded.project               INFO        [cloud_mask] Completed in 44.4s
+2026-03-26T22:16:39  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:16:39  clouds_decoded.sliding_window        INFO      Sliding window: skipping 19/484 windows (no True pixels in skip_mask)
+2026-03-26T22:17:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 64.5 seconds
+2026-03-26T22:17:11  clouds_decoded.project               INFO        [cloud_height] Completed in 67.4s
+2026-03-26T22:17:13  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 78.5%
+2026-03-26T22:17:26  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:17:34  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:17:34  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:17:35  clouds_decoded.project               INFO        [albedo] Completed in 23.6s
+2026-03-26T22:17:35  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:18:33  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:18:33  clouds_decoded.project               INFO        [refocus] Completed in 58.5s
+2026-03-26T22:18:33  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:18:34  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:18:34  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:18:39  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:18:40  clouds_decoded.project               INFO        [cloud_properties] Completed in 6.6s
diff --git a/logs/S2A_MSIL1C_20221209T143731_N0510_R096_T21PTT_20240804T083647/pipeline.log b/logs/S2A_MSIL1C_20221209T143731_N0510_R096_T21PTT_20240804T083647/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..fcfd3a4d359995a4191fa71b7f4ee2eb301a02bc
--- /dev/null
+++ b/logs/S2A_MSIL1C_20221209T143731_N0510_R096_T21PTT_20240804T083647/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:12:37.299901 ---
+2026-03-26T22:12:37  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:12:37  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20221209T143731_N0510_R096_T21PTT_20240804T083647
+2026-03-26T22:12:37  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:16:04  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:16:35  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:17:10  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 758790/2149819 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:17:11  clouds_decoded.project               INFO        [cloud_mask] Completed in 67.8s
+2026-03-26T22:17:14  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:17:14  clouds_decoded.sliding_window        INFO      Sliding window: skipping 50/484 windows (no True pixels in skip_mask)
+2026-03-26T22:17:33  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 21.5 seconds
+2026-03-26T22:17:36  clouds_decoded.project               INFO        [cloud_height] Completed in 25.0s
+2026-03-26T22:17:40  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 84.8%
+2026-03-26T22:17:45  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:18:09  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:18:09  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:18:09  clouds_decoded.project               INFO        [albedo] Completed in 32.6s
+2026-03-26T22:18:09  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:18:52  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:18:52  clouds_decoded.project               INFO        [refocus] Completed in 42.2s
+2026-03-26T22:18:52  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:18:52  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:18:53  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:19:13  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:19:14  clouds_decoded.project               INFO        [cloud_properties] Completed in 22.5s
diff --git a/logs/S2A_MSIL1C_20230101T213931_N0510_R143_T02KNG_20240727T165607/pipeline.log b/logs/S2A_MSIL1C_20230101T213931_N0510_R143_T02KNG_20240727T165607/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1cd3a259a3656c8c12f37015dc79a3fa5e9b8c61
--- /dev/null
+++ b/logs/S2A_MSIL1C_20230101T213931_N0510_R143_T02KNG_20240727T165607/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T17:07:24.356180 ---
+2026-03-26T17:07:24  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:07:24  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20230101T213931_N0510_R143_T02KNG_20240727T165607
+2026-03-26T17:07:24  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:11:32  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:11:33  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:13:12  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2206425/2315517 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:13:13  clouds_decoded.project               INFO        [cloud_mask] Completed in 101.0s
+2026-03-26T17:15:22  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:15:55  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 35.1 seconds
+2026-03-26T17:16:22  clouds_decoded.project               INFO        [cloud_height] Completed in 61.6s
+2026-03-26T17:16:24  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 1.0%
+2026-03-26T17:16:24  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 1.0% < threshold 5%. Running fallback.
+2026-03-26T17:16:24  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T17:16:25  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T17:16:25  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T17:16:25  clouds_decoded.project               INFO        [albedo] Completed in 3.5s
+2026-03-26T17:18:05  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:19:06  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:19:06  clouds_decoded.project               INFO        [refocus] Completed in 60.5s
+2026-03-26T17:19:06  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:19:06  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:19:08  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:19:22  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:19:25  clouds_decoded.project               INFO        [cloud_properties] Completed in 19.2s
diff --git a/logs/S2A_MSIL1C_20230104T012041_N0510_R031_T54SVC_20240809T053337/pipeline.log b/logs/S2A_MSIL1C_20230104T012041_N0510_R031_T54SVC_20240809T053337/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..de05487e20e4e40f11173965f30eb7262cc89ca0
--- /dev/null
+++ b/logs/S2A_MSIL1C_20230104T012041_N0510_R031_T54SVC_20240809T053337/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T15:51:18.247862 ---
+2026-03-27T15:51:18  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:51:18  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20230104T012041_N0510_R031_T54SVC_20240809T053337
+2026-03-27T15:51:18  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:54:25  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:54:32  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:55:23  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 7375642/14107709 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:55:25  clouds_decoded.project               INFO        [cloud_mask] Completed in 60.1s
+2026-03-27T15:55:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:56:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 43.0 seconds
+2026-03-27T15:56:11  clouds_decoded.project               INFO        [cloud_height] Completed in 46.2s
+2026-03-27T15:56:16  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 44.6%
+2026-03-27T15:56:20  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:56:23  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:56:23  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:56:24  clouds_decoded.project               INFO        [albedo] Completed in 12.4s
+2026-03-27T15:56:24  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:58:02  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:58:02  clouds_decoded.project               INFO        [refocus] Completed in 98.7s
+2026-03-27T15:58:03  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:58:03  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:58:04  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:58:45  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:58:46  clouds_decoded.project               INFO        [cloud_properties] Completed in 43.6s
diff --git a/logs/S2A_MSIL1C_20230113T183731_N0510_R027_T11RLP_20240810T191423/pipeline.log b/logs/S2A_MSIL1C_20230113T183731_N0510_R027_T11RLP_20240810T191423/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..c3f7a09998942c57d3bd81c14d333fe317622105
--- /dev/null
+++ b/logs/S2A_MSIL1C_20230113T183731_N0510_R027_T11RLP_20240810T191423/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:06:35.247289 ---
+2026-03-26T19:06:35  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:06:35  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20230113T183731_N0510_R027_T11RLP_20240810T191423
+2026-03-26T19:06:35  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:08:44  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:08:48  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:09:43  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1724278/1872754 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:09:44  clouds_decoded.project               INFO        [cloud_mask] Completed in 60.2s
+2026-03-26T19:09:48  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:09:48  clouds_decoded.sliding_window        INFO      Sliding window: skipping 24/484 windows (no True pixels in skip_mask)
+2026-03-26T19:10:15  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 31.1 seconds
+2026-03-26T19:10:40  clouds_decoded.project               INFO        [cloud_height] Completed in 55.9s
+2026-03-26T19:10:44  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 24.8%
+2026-03-26T19:10:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:10:48  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:10:49  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:10:49  clouds_decoded.project               INFO        [albedo] Completed in 8.9s
+2026-03-26T19:10:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:11:42  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:11:42  clouds_decoded.project               INFO        [refocus] Completed in 53.1s
+2026-03-26T19:11:42  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:11:43  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:11:44  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:11:59  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:12:02  clouds_decoded.project               INFO        [cloud_properties] Completed in 19.2s
diff --git a/logs/S2A_MSIL1C_20230118T143721_N0510_R096_T21PTT_20240727T153028/pipeline.log b/logs/S2A_MSIL1C_20230118T143721_N0510_R096_T21PTT_20240727T153028/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..d88591546c7624a107c9ddbf305a006618a853b8
--- /dev/null
+++ b/logs/S2A_MSIL1C_20230118T143721_N0510_R096_T21PTT_20240727T153028/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:13:56.611953 ---
+2026-03-26T22:13:56  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:13:56  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20230118T143721_N0510_R096_T21PTT_20240727T153028
+2026-03-26T22:13:56  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:17:11  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:17:12  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:17:44  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 504057/2727064 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:17:46  clouds_decoded.project               INFO        [cloud_mask] Completed in 34.2s
+2026-03-26T22:18:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:18:10  clouds_decoded.sliding_window        INFO      Sliding window: skipping 3/484 windows (no True pixels in skip_mask)
+2026-03-26T22:18:35  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 49.3 seconds
+2026-03-26T22:18:39  clouds_decoded.project               INFO        [cloud_height] Completed in 53.7s
+2026-03-26T22:18:43  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 88.0%
+2026-03-26T22:18:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:18:48  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:18:49  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:18:49  clouds_decoded.project               INFO        [albedo] Completed in 9.7s
+2026-03-26T22:18:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:19:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:19:48  clouds_decoded.project               INFO        [refocus] Completed in 58.9s
+2026-03-26T22:19:48  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:19:48  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:19:49  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:20:02  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:20:04  clouds_decoded.project               INFO        [cloud_properties] Completed in 15.6s
diff --git a/logs/S2A_MSIL1C_20230222T183351_N0510_R027_T11RLP_20240730T131653/pipeline.log b/logs/S2A_MSIL1C_20230222T183351_N0510_R027_T11RLP_20240730T131653/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..c2357c5ac204eb6dc896cba66a41c492045fa20f
--- /dev/null
+++ b/logs/S2A_MSIL1C_20230222T183351_N0510_R027_T11RLP_20240730T131653/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:07:13.424986 ---
+2026-03-26T19:07:13  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:07:13  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20230222T183351_N0510_R027_T11RLP_20240730T131653
+2026-03-26T19:07:13  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:09:44  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:09:45  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:10:45  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3115183/6031037 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:10:46  clouds_decoded.project               INFO        [cloud_mask] Completed in 62.0s
+2026-03-26T19:10:49  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:10:49  clouds_decoded.sliding_window        INFO      Sliding window: skipping 2/484 windows (no True pixels in skip_mask)
+2026-03-26T19:11:21  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 34.3 seconds
+2026-03-26T19:11:26  clouds_decoded.project               INFO        [cloud_height] Completed in 39.8s
+2026-03-26T19:11:31  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 59.0%
+2026-03-26T19:11:34  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:11:38  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:11:38  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:11:39  clouds_decoded.project               INFO        [albedo] Completed in 12.8s
+2026-03-26T19:11:39  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:13:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:13:22  clouds_decoded.project               INFO        [refocus] Completed in 103.1s
+2026-03-26T19:13:22  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:13:23  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:13:23  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:13:42  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:13:43  clouds_decoded.project               INFO        [cloud_properties] Completed in 20.4s
diff --git a/logs/S2A_MSIL1C_20230408T143731_N0510_R096_T21PTT_20240829T114837/pipeline.log b/logs/S2A_MSIL1C_20230408T143731_N0510_R096_T21PTT_20240829T114837/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..a03fa55fb2c744c87ae4e22b149bb537b33bb66a
--- /dev/null
+++ b/logs/S2A_MSIL1C_20230408T143731_N0510_R096_T21PTT_20240829T114837/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T22:17:11.857892 ---
+2026-03-26T22:17:11  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:17:11  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20230408T143731_N0510_R096_T21PTT_20240829T114837
+2026-03-26T22:17:11  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:19:41  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:19:42  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:20:21  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3099475/4584566 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:20:22  clouds_decoded.project               INFO        [cloud_mask] Completed in 41.0s
+2026-03-26T22:20:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:20:50  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 28.2 seconds
+2026-03-26T22:21:04  clouds_decoded.project               INFO        [cloud_height] Completed in 42.7s
+2026-03-26T22:21:13  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 16.5%
+2026-03-26T22:21:22  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:21:24  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:21:24  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:21:25  clouds_decoded.project               INFO        [albedo] Completed in 20.3s
+2026-03-26T22:21:25  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:22:35  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:22:35  clouds_decoded.project               INFO        [refocus] Completed in 70.4s
+2026-03-26T22:22:35  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:22:36  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:22:36  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:22:50  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:22:52  clouds_decoded.project               INFO        [cloud_properties] Completed in 16.7s
diff --git a/logs/S2A_MSIL1C_20230413T182921_N0510_R027_T11RLP_20240824T184912/pipeline.log b/logs/S2A_MSIL1C_20230413T182921_N0510_R027_T11RLP_20240824T184912/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..53ac727aca19b55776ae07758547502135bca5ab
--- /dev/null
+++ b/logs/S2A_MSIL1C_20230413T182921_N0510_R027_T11RLP_20240824T184912/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:08:44.538868 ---
+2026-03-26T19:08:44  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:08:44  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20230413T182921_N0510_R027_T11RLP_20240824T184912
+2026-03-26T19:08:44  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:11:32  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:11:33  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:12:50  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 435109/440463 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:12:54  clouds_decoded.project               INFO        [cloud_mask] Completed in 81.7s
+2026-03-26T19:13:12  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:13:38  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 44.4 seconds
+2026-03-26T19:13:46  clouds_decoded.project               INFO        [cloud_height] Completed in 52.1s
+2026-03-26T19:13:48  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 3.5%
+2026-03-26T19:13:48  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 3.5% < threshold 5%. Running fallback.
+2026-03-26T19:13:48  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T19:13:48  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T19:13:48  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T19:13:48  clouds_decoded.project               INFO        [albedo] Completed in 2.1s
+2026-03-26T19:13:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:14:53  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:14:53  clouds_decoded.project               INFO        [refocus] Completed in 64.8s
+2026-03-26T19:14:53  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:14:53  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:14:54  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:15:15  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:15:17  clouds_decoded.project               INFO        [cloud_properties] Completed in 24.0s
diff --git a/logs/S2A_MSIL1C_20230414T011651_N0510_R031_T54SVC_20240825T032816/pipeline.log b/logs/S2A_MSIL1C_20230414T011651_N0510_R031_T54SVC_20240825T032816/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..abaeaf0889fb50592a84fc43df03c6fb01d8a3b5
--- /dev/null
+++ b/logs/S2A_MSIL1C_20230414T011651_N0510_R031_T54SVC_20240825T032816/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T15:54:25.281080 ---
+2026-03-27T15:54:25  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:54:25  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20230414T011651_N0510_R031_T54SVC_20240825T032816
+2026-03-27T15:54:25  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:57:55  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:57:56  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:59:10  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1407140/1897725 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:59:11  clouds_decoded.project               INFO        [cloud_mask] Completed in 75.7s
+2026-03-27T15:59:14  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:59:39  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 27.4 seconds
+2026-03-27T15:59:42  clouds_decoded.project               INFO        [cloud_height] Completed in 30.9s
+2026-03-27T15:59:45  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 13.6%
+2026-03-27T15:59:48  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:59:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:59:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:59:50  clouds_decoded.project               INFO        [albedo] Completed in 8.1s
+2026-03-27T15:59:50  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:00:59  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:00:59  clouds_decoded.project               INFO        [refocus] Completed in 68.4s
+2026-03-27T16:00:59  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:00:59  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:01:00  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:01:05  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:01:07  clouds_decoded.project               INFO        [cloud_properties] Completed in 8.5s
diff --git a/logs/S2A_MSIL1C_20230521T213931_N0510_R143_T02KNG_20240810T222740/pipeline.log b/logs/S2A_MSIL1C_20230521T213931_N0510_R143_T02KNG_20240810T222740/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..d51c7271a8f043d5b5b6c51f52dd01dc99e07bd5
--- /dev/null
+++ b/logs/S2A_MSIL1C_20230521T213931_N0510_R143_T02KNG_20240810T222740/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T17:13:13.986926 ---
+2026-03-26T17:13:13  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:13:13  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20230521T213931_N0510_R143_T02KNG_20240810T222740
+2026-03-26T17:13:13  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:16:22  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:16:22  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:17:12  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1401627/2723474 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:17:13  clouds_decoded.project               INFO        [cloud_mask] Completed in 51.1s
+2026-03-26T17:19:01  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:19:52  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 53.3 seconds
+2026-03-26T17:19:58  clouds_decoded.project               INFO        [cloud_height] Completed in 59.9s
+2026-03-26T17:20:00  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 62.1%
+2026-03-26T17:20:08  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:20:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:20:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:20:34  clouds_decoded.project               INFO        [albedo] Completed in 35.1s
+2026-03-26T17:21:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:22:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:22:48  clouds_decoded.project               INFO        [refocus] Completed in 59.0s
+2026-03-26T17:22:48  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:22:48  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:22:49  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:23:02  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:23:04  clouds_decoded.project               INFO        [cloud_properties] Completed in 15.6s
diff --git a/logs/S2A_MSIL1C_20230523T182921_N0510_R027_T11RLP_20240903T194231/pipeline.log b/logs/S2A_MSIL1C_20230523T182921_N0510_R027_T11RLP_20240903T194231/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..347ddae1e18e8376d68123cb3f57187e93ddbe21
--- /dev/null
+++ b/logs/S2A_MSIL1C_20230523T182921_N0510_R027_T11RLP_20240903T194231/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:09:44.779485 ---
+2026-03-26T19:09:44  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:09:44  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20230523T182921_N0510_R027_T11RLP_20240903T194231
+2026-03-26T19:09:44  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:12:54  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:13:02  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:13:48  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1356063/1356065 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:13:49  clouds_decoded.project               INFO        [cloud_mask] Completed in 55.5s
+2026-03-26T19:14:02  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:14:41  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 51.9 seconds
+2026-03-26T19:14:48  clouds_decoded.project               INFO        [cloud_height] Completed in 58.5s
+2026-03-26T19:14:51  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T19:14:51  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T19:14:51  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T19:14:51  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T19:14:51  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T19:14:51  clouds_decoded.project               INFO        [albedo] Completed in 3.0s
+2026-03-26T19:14:51  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:16:51  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:16:51  clouds_decoded.project               INFO        [refocus] Completed in 120.2s
+2026-03-26T19:16:51  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:16:52  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:16:53  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:17:15  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:17:17  clouds_decoded.project               INFO        [cloud_properties] Completed in 25.2s
diff --git a/logs/S2A_MSIL1C_20230622T182921_N0510_R027_T11RLP_20240911T131128/pipeline.log b/logs/S2A_MSIL1C_20230622T182921_N0510_R027_T11RLP_20240911T131128/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..fbe1092cdadc2413d5c08ff17a073c212bdd97e8
--- /dev/null
+++ b/logs/S2A_MSIL1C_20230622T182921_N0510_R027_T11RLP_20240911T131128/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:10:46.737059 ---
+2026-03-26T19:10:46  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:10:46  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20230622T182921_N0510_R027_T11RLP_20240911T131128
+2026-03-26T19:10:46  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:13:49  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:13:55  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:14:47  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3179535/5259474 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:14:48  clouds_decoded.project               INFO        [cloud_mask] Completed in 58.5s
+2026-03-26T19:14:51  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:15:18  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 29.9 seconds
+2026-03-26T19:15:59  clouds_decoded.project               INFO        [cloud_height] Completed in 70.7s
+2026-03-26T19:16:33  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 38.9%
+2026-03-26T19:16:42  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:16:44  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:16:44  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:16:44  clouds_decoded.project               INFO        [albedo] Completed in 45.6s
+2026-03-26T19:16:44  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:18:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:18:22  clouds_decoded.project               INFO        [refocus] Completed in 97.7s
+2026-03-26T19:18:22  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:18:22  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:18:23  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:18:25  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:18:27  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.6s
diff --git a/logs/S2A_MSIL1C_20230627T143731_N0510_R096_T21PTT_20240905T200338/pipeline.log b/logs/S2A_MSIL1C_20230627T143731_N0510_R096_T21PTT_20240905T200338/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..578812b6023749568d4ed6f676caddaf0af0ba57
--- /dev/null
+++ b/logs/S2A_MSIL1C_20230627T143731_N0510_R096_T21PTT_20240905T200338/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T22:18:46.350152 ---
+2026-03-26T22:18:46  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:18:46  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20230627T143731_N0510_R096_T21PTT_20240905T200338
+2026-03-26T22:18:46  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:21:23  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:21:23  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:22:32  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2959773/4029855 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:22:33  clouds_decoded.project               INFO        [cloud_mask] Completed in 70.0s
+2026-03-26T22:22:37  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:23:03  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 30.2 seconds
+2026-03-26T22:23:06  clouds_decoded.project               INFO        [cloud_height] Completed in 33.7s
+2026-03-26T22:23:09  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 11.8%
+2026-03-26T22:23:12  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:23:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:23:15  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:23:15  clouds_decoded.project               INFO        [albedo] Completed in 7.9s
+2026-03-26T22:23:15  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:24:16  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:24:16  clouds_decoded.project               INFO        [refocus] Completed in 60.6s
+2026-03-26T22:24:16  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:24:16  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:24:16  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:24:21  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:24:24  clouds_decoded.project               INFO        [cloud_properties] Completed in 8.2s
diff --git a/logs/S2A_MSIL1C_20230630T213931_N0510_R143_T02KNG_20240813T031029/pipeline.log b/logs/S2A_MSIL1C_20230630T213931_N0510_R143_T02KNG_20240813T031029/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..a7937335006143b0b54f0657c942f7406dc56173
--- /dev/null
+++ b/logs/S2A_MSIL1C_20230630T213931_N0510_R143_T02KNG_20240813T031029/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T17:14:39.879082 ---
+2026-03-26T17:14:39  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:14:39  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20230630T213931_N0510_R143_T02KNG_20240813T031029
+2026-03-26T17:14:39  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:17:13  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:17:13  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:17:53  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 425839/2126379 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:17:54  clouds_decoded.project               INFO        [cloud_mask] Completed in 41.6s
+2026-03-26T17:20:01  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:20:01  clouds_decoded.sliding_window        INFO      Sliding window: skipping 58/484 windows (no True pixels in skip_mask)
+2026-03-26T17:20:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 32.7 seconds
+2026-03-26T17:20:35  clouds_decoded.project               INFO        [cloud_height] Completed in 36.1s
+2026-03-26T17:20:41  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 81.2%
+2026-03-26T17:20:59  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:21:01  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:21:02  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:21:02  clouds_decoded.project               INFO        [albedo] Completed in 27.4s
+2026-03-26T17:22:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:23:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:23:48  clouds_decoded.project               INFO        [refocus] Completed in 60.1s
+2026-03-26T17:23:48  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:23:49  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:23:50  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:24:02  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:24:03  clouds_decoded.project               INFO        [cloud_properties] Completed in 14.5s
diff --git a/logs/S2A_MSIL1C_20230710T213931_N0510_R143_T02KNG_20240816T180613/pipeline.log b/logs/S2A_MSIL1C_20230710T213931_N0510_R143_T02KNG_20240816T180613/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..74618746ff57bbd7f6d4d578a17fdda5c3d6a949
--- /dev/null
+++ b/logs/S2A_MSIL1C_20230710T213931_N0510_R143_T02KNG_20240816T180613/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T17:15:24.992506 ---
+2026-03-26T17:15:24  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:15:24  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20230710T213931_N0510_R143_T02KNG_20240816T180613
+2026-03-26T17:15:24  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:17:54  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:17:55  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:18:57  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1874530/3235087 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:18:58  clouds_decoded.project               INFO        [cloud_mask] Completed in 64.1s
+2026-03-26T17:20:59  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:20:59  clouds_decoded.sliding_window        INFO      Sliding window: skipping 24/484 windows (no True pixels in skip_mask)
+2026-03-26T17:21:32  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 57.4 seconds
+2026-03-26T17:21:43  clouds_decoded.project               INFO        [cloud_height] Completed in 67.8s
+2026-03-26T17:21:45  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 45.3%
+2026-03-26T17:21:48  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:21:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:21:51  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:21:51  clouds_decoded.project               INFO        [albedo] Completed in 8.1s
+2026-03-26T17:23:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:24:40  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:24:40  clouds_decoded.project               INFO        [refocus] Completed in 51.7s
+2026-03-26T17:24:40  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:24:40  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:24:48  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:24:58  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:25:00  clouds_decoded.project               INFO        [cloud_properties] Completed in 20.2s
diff --git a/logs/S2A_MSIL1C_20230801T182921_N0510_R027_T11RLP_20240913T160028/pipeline.log b/logs/S2A_MSIL1C_20230801T182921_N0510_R027_T11RLP_20240913T160028/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..5cc74e0c047715ffc350cd91af98d8ff36cf39a4
--- /dev/null
+++ b/logs/S2A_MSIL1C_20230801T182921_N0510_R027_T11RLP_20240913T160028/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:12:54.438506 ---
+2026-03-26T19:12:54  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:12:54  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20230801T182921_N0510_R027_T11RLP_20240913T160028
+2026-03-26T19:12:54  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:16:43  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:16:43  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:17:43  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3036123/3100672 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:17:44  clouds_decoded.project               INFO        [cloud_mask] Completed in 61.4s
+2026-03-26T19:17:47  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:18:22  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 37.2 seconds
+2026-03-26T19:18:25  clouds_decoded.project               INFO        [cloud_height] Completed in 40.5s
+2026-03-26T19:18:28  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.7%
+2026-03-26T19:18:28  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.7% < threshold 5%. Running fallback.
+2026-03-26T19:18:28  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T19:18:29  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T19:18:29  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T19:18:29  clouds_decoded.project               INFO        [albedo] Completed in 3.9s
+2026-03-26T19:18:29  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:19:14  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:19:14  clouds_decoded.project               INFO        [refocus] Completed in 45.0s
+2026-03-26T19:19:14  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:19:15  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:19:16  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:19:22  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:19:25  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.2s
diff --git a/logs/S2A_MSIL1C_20230809T213931_N0510_R143_T02KNG_20240821T100531/pipeline.log b/logs/S2A_MSIL1C_20230809T213931_N0510_R143_T02KNG_20240821T100531/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..726523f485d427eb0a63dd55a31a9916a2321e7b
--- /dev/null
+++ b/logs/S2A_MSIL1C_20230809T213931_N0510_R143_T02KNG_20240821T100531/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T17:16:22.166025 ---
+2026-03-26T17:16:22  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:16:22  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20230809T213931_N0510_R143_T02KNG_20240821T100531
+2026-03-26T17:16:22  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:18:58  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:18:59  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:19:57  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 623053/1929800 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:19:58  clouds_decoded.project               INFO        [cloud_mask] Completed in 60.0s
+2026-03-26T17:21:45  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:21:45  clouds_decoded.sliding_window        INFO      Sliding window: skipping 13/484 windows (no True pixels in skip_mask)
+2026-03-26T17:22:33  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 50.3 seconds
+2026-03-26T17:22:38  clouds_decoded.project               INFO        [cloud_height] Completed in 54.8s
+2026-03-26T17:22:40  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 80.7%
+2026-03-26T17:22:45  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:22:48  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:22:48  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:22:49  clouds_decoded.project               INFO        [albedo] Completed in 11.0s
+2026-03-26T17:24:40  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:25:27  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:25:27  clouds_decoded.project               INFO        [refocus] Completed in 47.1s
+2026-03-26T17:25:27  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:25:28  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:25:29  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:25:35  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:25:36  clouds_decoded.project               INFO        [cloud_properties] Completed in 8.9s
diff --git a/logs/S2A_MSIL1C_20230905T143731_N0510_R096_T21PTT_20241030T015848/pipeline.log b/logs/S2A_MSIL1C_20230905T143731_N0510_R096_T21PTT_20241030T015848/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e694105512899b6ed8a5130d140891022a4602f0
--- /dev/null
+++ b/logs/S2A_MSIL1C_20230905T143731_N0510_R096_T21PTT_20241030T015848/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:21:23.094479 ---
+2026-03-26T22:21:23  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:21:23  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20230905T143731_N0510_R096_T21PTT_20241030T015848
+2026-03-26T22:21:23  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:24:14  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:24:15  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:25:22  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 852537/3018083 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:25:23  clouds_decoded.project               INFO        [cloud_mask] Completed in 68.8s
+2026-03-26T22:25:26  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:25:26  clouds_decoded.sliding_window        INFO      Sliding window: skipping 17/484 windows (no True pixels in skip_mask)
+2026-03-26T22:25:51  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 28.4 seconds
+2026-03-26T22:25:55  clouds_decoded.project               INFO        [cloud_height] Completed in 32.0s
+2026-03-26T22:25:57  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 84.3%
+2026-03-26T22:26:01  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:26:03  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:26:04  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:26:04  clouds_decoded.project               INFO        [albedo] Completed in 8.2s
+2026-03-26T22:26:04  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:26:41  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:26:41  clouds_decoded.project               INFO        [refocus] Completed in 36.9s
+2026-03-26T22:26:41  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:26:41  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:26:42  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:26:51  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:26:53  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.6s
diff --git a/logs/S2A_MSIL1C_20230910T182931_N0510_R027_T11RLP_20241024T092038/pipeline.log b/logs/S2A_MSIL1C_20230910T182931_N0510_R027_T11RLP_20241024T092038/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..50d76cbd792df2e9664d46452befa5b087af504c
--- /dev/null
+++ b/logs/S2A_MSIL1C_20230910T182931_N0510_R027_T11RLP_20241024T092038/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:13:49.969602 ---
+2026-03-26T19:13:49  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:13:49  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20230910T182931_N0510_R027_T11RLP_20241024T092038
+2026-03-26T19:13:49  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:17:44  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:17:45  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:18:24  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2539789/3512640 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:18:25  clouds_decoded.project               INFO        [cloud_mask] Completed in 40.7s
+2026-03-26T19:18:36  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:19:00  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 34.6 seconds
+2026-03-26T19:19:03  clouds_decoded.project               INFO        [cloud_height] Completed in 37.7s
+2026-03-26T19:19:05  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 6.5%
+2026-03-26T19:19:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:19:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:19:15  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:19:15  clouds_decoded.project               INFO        [albedo] Completed in 11.8s
+2026-03-26T19:19:15  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:19:38  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:19:38  clouds_decoded.project               INFO        [refocus] Completed in 23.0s
+2026-03-26T19:19:38  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:19:38  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:19:39  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:19:42  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:19:45  clouds_decoded.project               INFO        [cloud_properties] Completed in 6.4s
diff --git a/logs/S2A_MSIL1C_20230911T011701_N0510_R031_T54SVC_20240825T051718/pipeline.log b/logs/S2A_MSIL1C_20230911T011701_N0510_R031_T54SVC_20240825T051718/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..6077eae3681e6cce16dc8fcc9313686159728b75
--- /dev/null
+++ b/logs/S2A_MSIL1C_20230911T011701_N0510_R031_T54SVC_20240825T051718/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:59:48.554488 ---
+2026-03-27T15:59:48  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:59:48  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20230911T011701_N0510_R031_T54SVC_20240825T051718
+2026-03-27T15:59:48  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:03:13  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:03:14  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:04:10  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4402122/4516948 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:04:11  clouds_decoded.project               INFO        [cloud_mask] Completed in 57.4s
+2026-03-27T16:04:13  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:04:34  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 23.2 seconds
+2026-03-27T16:04:38  clouds_decoded.project               INFO        [cloud_height] Completed in 26.8s
+2026-03-27T16:04:39  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.6%
+2026-03-27T16:04:39  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.6% < threshold 5%. Running fallback.
+2026-03-27T16:04:39  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T16:04:40  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T16:04:40  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T16:04:40  clouds_decoded.project               INFO        [albedo] Completed in 2.2s
+2026-03-27T16:04:40  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:05:18  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:05:18  clouds_decoded.project               INFO        [refocus] Completed in 38.6s
+2026-03-27T16:05:18  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:05:19  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:05:20  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:05:25  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:05:28  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.7s
diff --git a/logs/S2A_MSIL1C_20230918T213931_N0510_R143_T02KNG_20240825T144734/pipeline.log b/logs/S2A_MSIL1C_20230918T213931_N0510_R143_T02KNG_20240825T144734/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1c9f50c2483bd3bf33c10947fb24cf9f0dccac95
--- /dev/null
+++ b/logs/S2A_MSIL1C_20230918T213931_N0510_R143_T02KNG_20240825T144734/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T17:17:13.230760 ---
+2026-03-26T17:17:13  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:17:13  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20230918T213931_N0510_R143_T02KNG_20240825T144734
+2026-03-26T17:17:13  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:19:58  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:19:59  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:20:37  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3295437/3752757 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:20:44  clouds_decoded.project               INFO        [cloud_mask] Completed in 45.9s
+2026-03-26T17:22:40  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:23:06  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 28.2 seconds
+2026-03-26T17:23:10  clouds_decoded.project               INFO        [cloud_height] Completed in 32.3s
+2026-03-26T17:23:30  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 9.8%
+2026-03-26T17:23:38  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:23:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:23:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:23:44  clouds_decoded.project               INFO        [albedo] Completed in 33.2s
+2026-03-26T17:25:27  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:26:31  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:26:31  clouds_decoded.project               INFO        [refocus] Completed in 64.2s
+2026-03-26T17:26:32  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:26:32  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:26:33  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:26:40  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:26:42  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.8s
diff --git a/logs/S2A_MSIL1C_20231010T183301_N0510_R027_T11RLP_20240828T035124/pipeline.log b/logs/S2A_MSIL1C_20231010T183301_N0510_R027_T11RLP_20240828T035124/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..07c0363c6ff51c3de1c30c02990758cf137f34e0
--- /dev/null
+++ b/logs/S2A_MSIL1C_20231010T183301_N0510_R027_T11RLP_20240828T035124/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:14:48.493632 ---
+2026-03-26T19:14:48  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:14:48  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20231010T183301_N0510_R027_T11RLP_20240828T035124
+2026-03-26T19:14:48  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:18:25  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:18:26  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:19:01  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3937642/3995656 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:19:03  clouds_decoded.project               INFO        [cloud_mask] Completed in 38.0s
+2026-03-26T19:19:06  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:19:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 28.2 seconds
+2026-03-26T19:19:35  clouds_decoded.project               INFO        [cloud_height] Completed in 31.7s
+2026-03-26T19:19:36  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 8.4%
+2026-03-26T19:19:39  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:19:42  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:19:42  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:19:42  clouds_decoded.project               INFO        [albedo] Completed in 7.3s
+2026-03-26T19:19:42  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:20:18  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:20:18  clouds_decoded.project               INFO        [refocus] Completed in 36.0s
+2026-03-26T19:20:18  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:20:19  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:20:20  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:20:27  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:20:30  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.5s
diff --git a/logs/S2A_MSIL1C_20231018T213931_N0510_R143_T02KNG_20240829T061217/pipeline.log b/logs/S2A_MSIL1C_20231018T213931_N0510_R143_T02KNG_20240829T061217/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..a1c242a48a5582bfda889422bd368c7fd38ee4b9
--- /dev/null
+++ b/logs/S2A_MSIL1C_20231018T213931_N0510_R143_T02KNG_20240829T061217/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T17:17:54.857154 ---
+2026-03-26T17:17:54  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:17:54  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20231018T213931_N0510_R143_T02KNG_20240829T061217
+2026-03-26T17:17:54  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:20:44  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:20:57  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:21:44  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1153817/3477854 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:21:46  clouds_decoded.project               INFO        [cloud_mask] Completed in 61.7s
+2026-03-26T17:23:37  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:23:37  clouds_decoded.sliding_window        INFO      Sliding window: skipping 12/484 windows (no True pixels in skip_mask)
+2026-03-26T17:24:03  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 52.4 seconds
+2026-03-26T17:24:07  clouds_decoded.project               INFO        [cloud_height] Completed in 56.6s
+2026-03-26T17:24:17  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 75.1%
+2026-03-26T17:24:30  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:24:32  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:24:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:24:34  clouds_decoded.project               INFO        [albedo] Completed in 26.4s
+2026-03-26T17:26:32  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:28:56  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:28:56  clouds_decoded.project               INFO        [refocus] Completed in 144.6s
+2026-03-26T17:28:56  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:28:57  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:28:59  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:29:17  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:29:18  clouds_decoded.project               INFO        [cloud_properties] Completed in 21.8s
diff --git a/logs/S2A_MSIL1C_20231130T012001_N0510_R031_T54SVC_20241106T191729/pipeline.log b/logs/S2A_MSIL1C_20231130T012001_N0510_R031_T54SVC_20241106T191729/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..dc9ae1833645cae6d88c2d304d3638a35bfd9234
--- /dev/null
+++ b/logs/S2A_MSIL1C_20231130T012001_N0510_R031_T54SVC_20241106T191729/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T16:01:36.026220 ---
+2026-03-27T16:01:36  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:01:36  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20231130T012001_N0510_R031_T54SVC_20241106T191729
+2026-03-27T16:01:36  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:05:06  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:05:07  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:05:38  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2769822/2884219 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:05:39  clouds_decoded.project               INFO        [cloud_mask] Completed in 32.1s
+2026-03-27T16:05:41  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:06:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 46.6 seconds
+2026-03-27T16:06:28  clouds_decoded.project               INFO        [cloud_height] Completed in 49.5s
+2026-03-27T16:06:31  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 1.2%
+2026-03-27T16:06:31  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 1.2% < threshold 5%. Running fallback.
+2026-03-27T16:06:31  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T16:06:31  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T16:06:31  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T16:06:32  clouds_decoded.project               INFO        [albedo] Completed in 3.7s
+2026-03-27T16:06:32  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:07:14  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:07:14  clouds_decoded.project               INFO        [refocus] Completed in 42.2s
+2026-03-27T16:07:14  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:07:14  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:07:15  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:07:23  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:07:26  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.8s
diff --git a/logs/S2A_MSIL1C_20231210T012031_N0510_R031_T54SVC_20241113T153359/pipeline.log b/logs/S2A_MSIL1C_20231210T012031_N0510_R031_T54SVC_20241113T153359/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..a02aebcf76a81d1c2fa55ac00e934a1bc322df28
--- /dev/null
+++ b/logs/S2A_MSIL1C_20231210T012031_N0510_R031_T54SVC_20241113T153359/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T16:03:13.842157 ---
+2026-03-27T16:03:13  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:03:13  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20231210T012031_N0510_R031_T54SVC_20241113T153359
+2026-03-27T16:03:13  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:05:39  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:05:39  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:06:27  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 660831/1525627 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:06:28  clouds_decoded.project               INFO        [cloud_mask] Completed in 49.1s
+2026-03-27T16:06:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:06:31  clouds_decoded.sliding_window        INFO      Sliding window: skipping 196/484 windows (no True pixels in skip_mask)
+2026-03-27T16:07:00  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 32.4 seconds
+2026-03-27T16:07:04  clouds_decoded.project               INFO        [cloud_height] Completed in 35.8s
+2026-03-27T16:07:06  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 91.7%
+2026-03-27T16:07:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T16:07:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T16:07:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T16:07:15  clouds_decoded.project               INFO        [albedo] Completed in 10.8s
+2026-03-27T16:07:15  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:08:23  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:08:23  clouds_decoded.project               INFO        [refocus] Completed in 68.1s
+2026-03-27T16:08:23  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:08:23  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:08:24  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:08:39  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:08:40  clouds_decoded.project               INFO        [cloud_properties] Completed in 16.7s
diff --git a/logs/S2A_MSIL1C_20231219T183801_N0510_R027_T11RLP_20231219T202417/pipeline.log b/logs/S2A_MSIL1C_20231219T183801_N0510_R027_T11RLP_20231219T202417/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1e3c79fe19a609a7644e45e95a9b6d4e523af097
--- /dev/null
+++ b/logs/S2A_MSIL1C_20231219T183801_N0510_R027_T11RLP_20231219T202417/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:17:44.614149 ---
+2026-03-26T19:17:44  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:17:44  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20231219T183801_N0510_R027_T11RLP_20231219T202417
+2026-03-26T19:17:44  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:19:38  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:19:38  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:20:11  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2101057/2183563 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:20:12  clouds_decoded.project               INFO        [cloud_mask] Completed in 34.1s
+2026-03-26T19:20:15  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:20:45  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 32.6 seconds
+2026-03-26T19:20:48  clouds_decoded.project               INFO        [cloud_height] Completed in 35.7s
+2026-03-26T19:20:50  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.6%
+2026-03-26T19:20:50  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.6% < threshold 5%. Running fallback.
+2026-03-26T19:20:50  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T19:20:51  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T19:20:51  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T19:20:51  clouds_decoded.project               INFO        [albedo] Completed in 2.8s
+2026-03-26T19:20:51  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:21:41  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:21:41  clouds_decoded.project               INFO        [refocus] Completed in 49.7s
+2026-03-26T19:21:41  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:21:41  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:21:42  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:22:01  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:22:03  clouds_decoded.project               INFO        [cloud_properties] Completed in 22.8s
diff --git a/logs/S2A_MSIL1C_20231224T143741_N0510_R096_T21PTT_20231224T162123/pipeline.log b/logs/S2A_MSIL1C_20231224T143741_N0510_R096_T21PTT_20231224T162123/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..56f0fcfa09164f4f1ad8456d2c49f14684af8ea5
--- /dev/null
+++ b/logs/S2A_MSIL1C_20231224T143741_N0510_R096_T21PTT_20231224T162123/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:24:14.589586 ---
+2026-03-26T22:24:14  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:24:14  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20231224T143741_N0510_R096_T21PTT_20231224T162123
+2026-03-26T22:24:14  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:26:39  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:26:39  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:27:13  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 377002/1085890 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:27:14  clouds_decoded.project               INFO        [cloud_mask] Completed in 35.2s
+2026-03-26T22:27:16  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:27:16  clouds_decoded.sliding_window        INFO      Sliding window: skipping 8/484 windows (no True pixels in skip_mask)
+2026-03-26T22:27:45  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 30.9 seconds
+2026-03-26T22:28:01  clouds_decoded.project               INFO        [cloud_height] Completed in 47.4s
+2026-03-26T22:28:08  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 77.8%
+2026-03-26T22:28:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:28:13  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:28:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:28:14  clouds_decoded.project               INFO        [albedo] Completed in 12.8s
+2026-03-26T22:28:14  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:28:59  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:28:59  clouds_decoded.project               INFO        [refocus] Completed in 44.7s
+2026-03-26T22:28:59  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:28:59  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:29:01  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:29:10  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:29:11  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.7s
diff --git a/logs/S2A_MSIL1C_20231227T213921_N0510_R143_T02KNG_20231227T225714/pipeline.log b/logs/S2A_MSIL1C_20231227T213921_N0510_R143_T02KNG_20231227T225714/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..382db152f8e9c6870761ad80339146ae9b489783
--- /dev/null
+++ b/logs/S2A_MSIL1C_20231227T213921_N0510_R143_T02KNG_20231227T225714/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T17:19:58.938119 ---
+2026-03-26T17:19:58  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:19:58  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20231227T213921_N0510_R143_T02KNG_20231227T225714
+2026-03-26T17:19:58  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:22:40  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:22:41  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:23:37  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3443197/3975763 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:23:38  clouds_decoded.project               INFO        [cloud_mask] Completed in 57.8s
+2026-03-26T17:25:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:26:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 47.9 seconds
+2026-03-26T17:26:19  clouds_decoded.project               INFO        [cloud_height] Completed in 57.2s
+2026-03-26T17:26:25  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 11.5%
+2026-03-26T17:26:29  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:26:32  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:26:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:26:34  clouds_decoded.project               INFO        [albedo] Completed in 14.0s
+2026-03-26T17:30:36  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:32:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:32:48  clouds_decoded.project               INFO        [refocus] Completed in 132.0s
+2026-03-26T17:32:48  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:32:49  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:32:50  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:33:02  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:33:04  clouds_decoded.project               INFO        [cloud_properties] Completed in 16.1s
diff --git a/logs/S2A_MSIL1C_20240119T011951_N0510_R031_T54SVC_20240119T023634/pipeline.log b/logs/S2A_MSIL1C_20240119T011951_N0510_R031_T54SVC_20240119T023634/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..c847381b107326196143e9a9bbfc24a1db5b1c6b
--- /dev/null
+++ b/logs/S2A_MSIL1C_20240119T011951_N0510_R031_T54SVC_20240119T023634/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T16:04:11.293515 ---
+2026-03-27T16:04:11  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:04:11  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20240119T011951_N0510_R031_T54SVC_20240119T023634
+2026-03-27T16:04:11  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:06:28  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:06:28  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:07:02  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2404434/2404514 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:07:04  clouds_decoded.project               INFO        [cloud_mask] Completed in 36.2s
+2026-03-27T16:07:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:08:07  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 62.9 seconds
+2026-03-27T16:08:14  clouds_decoded.project               INFO        [cloud_height] Completed in 70.6s
+2026-03-27T16:08:17  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-27T16:08:17  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-27T16:08:17  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T16:08:17  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T16:08:17  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T16:08:17  clouds_decoded.project               INFO        [albedo] Completed in 2.7s
+2026-03-27T16:08:17  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:08:47  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:08:47  clouds_decoded.project               INFO        [refocus] Completed in 29.7s
+2026-03-27T16:08:47  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:08:47  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:08:47  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:08:50  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:08:52  clouds_decoded.project               INFO        [cloud_properties] Completed in 5.3s
diff --git a/logs/S2A_MSIL1C_20240123T143741_N0510_R096_T21PTT_20240123T162218/pipeline.log b/logs/S2A_MSIL1C_20240123T143741_N0510_R096_T21PTT_20240123T162218/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..cbc204bd703be1a5a21f3819484fb7ca3a92c3fc
--- /dev/null
+++ b/logs/S2A_MSIL1C_20240123T143741_N0510_R096_T21PTT_20240123T162218/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:25:23.404534 ---
+2026-03-26T22:25:23  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:25:23  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20240123T143741_N0510_R096_T21PTT_20240123T162218
+2026-03-26T22:25:23  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:27:14  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:27:14  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:28:09  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2387157/4072427 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:28:10  clouds_decoded.project               INFO        [cloud_mask] Completed in 56.6s
+2026-03-26T22:28:13  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:28:13  clouds_decoded.sliding_window        INFO      Sliding window: skipping 9/484 windows (no True pixels in skip_mask)
+2026-03-26T22:28:46  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 35.8 seconds
+2026-03-26T22:28:52  clouds_decoded.project               INFO        [cloud_height] Completed in 42.0s
+2026-03-26T22:28:55  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 49.4%
+2026-03-26T22:29:01  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:29:04  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:29:05  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:29:05  clouds_decoded.project               INFO        [albedo] Completed in 12.4s
+2026-03-26T22:29:05  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:33:09  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:33:09  clouds_decoded.project               INFO        [refocus] Completed in 244.0s
+2026-03-26T22:33:09  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:33:09  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:33:10  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:33:18  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:33:20  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.6s
diff --git a/logs/S2A_MSIL1C_20240126T213921_N0510_R143_T02KNG_20240126T225741/pipeline.log b/logs/S2A_MSIL1C_20240126T213921_N0510_R143_T02KNG_20240126T225741/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..3e381ec25ee7f41e80e15b242fd5ffaf89a0bba4
--- /dev/null
+++ b/logs/S2A_MSIL1C_20240126T213921_N0510_R143_T02KNG_20240126T225741/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T17:20:44.832656 ---
+2026-03-26T17:20:44  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:20:44  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20240126T213921_N0510_R143_T02KNG_20240126T225741
+2026-03-26T17:20:44  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:23:38  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:23:39  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:24:30  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3094839/4134084 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:24:31  clouds_decoded.project               INFO        [cloud_mask] Completed in 53.3s
+2026-03-26T17:26:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:26:25  clouds_decoded.sliding_window        INFO      Sliding window: skipping 2/484 windows (no True pixels in skip_mask)
+2026-03-26T17:27:01  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 41.0 seconds
+2026-03-26T17:27:46  clouds_decoded.project               INFO        [cloud_height] Completed in 86.4s
+2026-03-26T17:28:10  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 16.2%
+2026-03-26T17:28:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:28:45  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:28:45  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:28:45  clouds_decoded.project               INFO        [albedo] Completed in 59.4s
+2026-03-26T17:32:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:34:24  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:34:24  clouds_decoded.project               INFO        [refocus] Completed in 95.7s
+2026-03-26T17:34:24  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:34:25  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:34:26  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:34:31  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:34:33  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.2s
diff --git a/logs/S2A_MSIL1C_20240222T143741_N0510_R096_T21PTT_20240222T161939/pipeline.log b/logs/S2A_MSIL1C_20240222T143741_N0510_R096_T21PTT_20240222T161939/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..5524e49737fc89047a529165b5e6adcc2dfd9889
--- /dev/null
+++ b/logs/S2A_MSIL1C_20240222T143741_N0510_R096_T21PTT_20240222T161939/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:25:58.617123 ---
+2026-03-26T22:25:58  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:25:58  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20240222T143741_N0510_R096_T21PTT_20240222T161939
+2026-03-26T22:25:58  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:28:10  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:28:11  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:28:51  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2258327/3063758 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:28:52  clouds_decoded.project               INFO        [cloud_mask] Completed in 42.0s
+2026-03-26T22:28:55  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:28:55  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T22:29:26  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 33.5 seconds
+2026-03-26T22:29:44  clouds_decoded.project               INFO        [cloud_height] Completed in 51.0s
+2026-03-26T22:29:54  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 16.8%
+2026-03-26T22:30:25  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:32:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:32:53  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:32:55  clouds_decoded.project               INFO        [albedo] Completed in 191.6s
+2026-03-26T22:32:55  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:33:39  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:33:39  clouds_decoded.project               INFO        [refocus] Completed in 43.7s
+2026-03-26T22:33:39  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:33:40  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:33:41  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:33:42  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:33:44  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.8s
diff --git a/logs/S2A_MSIL1C_20240225T213921_N0510_R143_T02KNG_20240225T225734/pipeline.log b/logs/S2A_MSIL1C_20240225T213921_N0510_R143_T02KNG_20240225T225734/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..abfb56d65f7b54cd745285e5c2466c6ab7542969
--- /dev/null
+++ b/logs/S2A_MSIL1C_20240225T213921_N0510_R143_T02KNG_20240225T225734/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T17:21:46.517457 ---
+2026-03-26T17:21:46  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:21:46  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20240225T213921_N0510_R143_T02KNG_20240225T225734
+2026-03-26T17:21:46  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:24:32  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:24:32  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:25:22  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3402656/4151196 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:25:23  clouds_decoded.project               INFO        [cloud_mask] Completed in 51.3s
+2026-03-26T17:28:46  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:29:19  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 92.9 seconds
+2026-03-26T17:29:22  clouds_decoded.project               INFO        [cloud_height] Completed in 96.3s
+2026-03-26T17:30:06  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 12.2%
+2026-03-26T17:30:24  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:30:31  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:30:31  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:30:31  clouds_decoded.project               INFO        [albedo] Completed in 68.7s
+2026-03-26T17:34:24  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:35:18  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:35:18  clouds_decoded.project               INFO        [refocus] Completed in 53.8s
+2026-03-26T17:35:18  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:35:18  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:35:19  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:35:26  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:35:29  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.2s
diff --git a/logs/S2A_MSIL1C_20240306T213931_N0510_R143_T02KNG_20240306T230954/pipeline.log b/logs/S2A_MSIL1C_20240306T213931_N0510_R143_T02KNG_20240306T230954/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..38f8a61ddaac02fe2dcc8795d1ced2132b0c0ea4
--- /dev/null
+++ b/logs/S2A_MSIL1C_20240306T213931_N0510_R143_T02KNG_20240306T230954/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T17:22:40.985068 ---
+2026-03-26T17:22:40  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:22:40  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20240306T213931_N0510_R143_T02KNG_20240306T230954
+2026-03-26T17:22:40  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:25:23  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:25:23  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:26:22  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3491112/5066603 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:26:26  clouds_decoded.project               INFO        [cloud_mask] Completed in 63.5s
+2026-03-26T17:30:32  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:30:32  clouds_decoded.sliding_window        INFO      Sliding window: skipping 3/484 windows (no True pixels in skip_mask)
+2026-03-26T17:31:04  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 101.6 seconds
+2026-03-26T17:31:20  clouds_decoded.project               INFO        [cloud_height] Completed in 117.7s
+2026-03-26T17:31:26  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 33.3%
+2026-03-26T17:31:38  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:32:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:32:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:32:37  clouds_decoded.project               INFO        [albedo] Completed in 76.4s
+2026-03-26T17:35:18  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:36:02  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:36:02  clouds_decoded.project               INFO        [refocus] Completed in 44.4s
+2026-03-26T17:36:02  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:36:03  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:36:04  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:36:12  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:36:14  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.5s
diff --git a/logs/S2A_MSIL1C_20240313T143741_N0510_R096_T21PTT_20240313T180034/pipeline.log b/logs/S2A_MSIL1C_20240313T143741_N0510_R096_T21PTT_20240313T180034/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..c89c5d0175f93f4cee1914d13d7ec71eaa6ca1b0
--- /dev/null
+++ b/logs/S2A_MSIL1C_20240313T143741_N0510_R096_T21PTT_20240313T180034/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:26:39.069711 ---
+2026-03-26T22:26:39  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:26:39  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20240313T143741_N0510_R096_T21PTT_20240313T180034
+2026-03-26T22:26:39  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:28:52  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:28:53  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:29:44  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1697499/2653275 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:29:45  clouds_decoded.project               INFO        [cloud_mask] Completed in 52.7s
+2026-03-26T22:32:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:32:31  clouds_decoded.sliding_window        INFO      Sliding window: skipping 12/484 windows (no True pixels in skip_mask)
+2026-03-26T22:32:55  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 190.2 seconds
+2026-03-26T22:33:05  clouds_decoded.project               INFO        [cloud_height] Completed in 199.9s
+2026-03-26T22:33:09  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 58.6%
+2026-03-26T22:33:15  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:33:22  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:33:23  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:33:23  clouds_decoded.project               INFO        [albedo] Completed in 17.8s
+2026-03-26T22:33:23  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:33:56  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:33:56  clouds_decoded.project               INFO        [refocus] Completed in 33.3s
+2026-03-26T22:33:56  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:33:57  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:33:58  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:34:05  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:34:07  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.1s
diff --git a/logs/S2A_MSIL1C_20240319T011651_N0510_R031_T54SVC_20240319T023626/pipeline.log b/logs/S2A_MSIL1C_20240319T011651_N0510_R031_T54SVC_20240319T023626/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..0e3e04e45af8a0998059ad3b2ee4712d1527dada
--- /dev/null
+++ b/logs/S2A_MSIL1C_20240319T011651_N0510_R031_T54SVC_20240319T023626/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T16:05:39.045458 ---
+2026-03-27T16:05:39  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:05:39  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20240319T011651_N0510_R031_T54SVC_20240319T023626
+2026-03-27T16:05:39  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:08:14  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:08:15  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:08:47  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1401403/1414793 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:08:48  clouds_decoded.project               INFO        [cloud_mask] Completed in 33.2s
+2026-03-27T16:08:50  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:09:29  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 40.9 seconds
+2026-03-27T16:09:56  clouds_decoded.project               INFO        [cloud_height] Completed in 68.8s
+2026-03-27T16:09:58  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.4%
+2026-03-27T16:09:58  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.4% < threshold 5%. Running fallback.
+2026-03-27T16:09:58  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T16:09:58  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T16:09:58  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T16:09:58  clouds_decoded.project               INFO        [albedo] Completed in 1.7s
+2026-03-27T16:09:58  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:10:27  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:10:27  clouds_decoded.project               INFO        [refocus] Completed in 29.0s
+2026-03-27T16:10:27  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:10:28  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:10:29  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:10:32  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:10:33  clouds_decoded.project               INFO        [cloud_properties] Completed in 6.1s
diff --git a/logs/S2A_MSIL1C_20240407T182921_N0510_R027_T11RLP_20240407T221745/pipeline.log b/logs/S2A_MSIL1C_20240407T182921_N0510_R027_T11RLP_20240407T221745/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e35d700c5f558ce8a7e477379712c8b449e68d58
--- /dev/null
+++ b/logs/S2A_MSIL1C_20240407T182921_N0510_R027_T11RLP_20240407T221745/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:20:12.194646 ---
+2026-03-26T19:20:12  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:20:12  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20240407T182921_N0510_R027_T11RLP_20240407T221745
+2026-03-26T19:20:12  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:22:41  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:22:41  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:23:34  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4117457/4871035 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:23:35  clouds_decoded.project               INFO        [cloud_mask] Completed in 53.6s
+2026-03-26T19:23:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:24:18  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 43.1 seconds
+2026-03-26T19:24:22  clouds_decoded.project               INFO        [cloud_height] Completed in 47.4s
+2026-03-26T19:24:24  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 10.8%
+2026-03-26T19:24:30  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:24:32  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:24:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:24:33  clouds_decoded.project               INFO        [albedo] Completed in 11.1s
+2026-03-26T19:24:33  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:25:09  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:25:09  clouds_decoded.project               INFO        [refocus] Completed in 36.1s
+2026-03-26T19:25:09  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:25:09  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:25:11  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:25:31  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:25:33  clouds_decoded.project               INFO        [cloud_properties] Completed in 23.4s
diff --git a/logs/S2A_MSIL1C_20240408T011651_N0510_R031_T54SVC_20240408T023502/pipeline.log b/logs/S2A_MSIL1C_20240408T011651_N0510_R031_T54SVC_20240408T023502/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..43084ab0b05f41f337085d108662fb3bb6efaa5c
--- /dev/null
+++ b/logs/S2A_MSIL1C_20240408T011651_N0510_R031_T54SVC_20240408T023502/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T16:06:28.186310 ---
+2026-03-27T16:06:28  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:06:28  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20240408T011651_N0510_R031_T54SVC_20240408T023502
+2026-03-27T16:06:28  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:08:48  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:08:48  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:09:58  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1515217/1515217 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:10:01  clouds_decoded.project               INFO        [cloud_mask] Completed in 73.1s
+2026-03-27T16:10:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:10:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 30.0 seconds
+2026-03-27T16:10:35  clouds_decoded.project               INFO        [cloud_height] Completed in 34.0s
+2026-03-27T16:10:36  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-27T16:10:36  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-27T16:10:36  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T16:10:36  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T16:10:36  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T16:10:36  clouds_decoded.project               INFO        [albedo] Completed in 1.7s
+2026-03-27T16:10:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:11:09  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:11:09  clouds_decoded.project               INFO        [refocus] Completed in 32.9s
+2026-03-27T16:11:09  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:11:10  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:11:10  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:11:12  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:11:15  clouds_decoded.project               INFO        [cloud_properties] Completed in 5.1s
diff --git a/logs/S2A_MSIL1C_20240412T143741_N0510_R096_T21PTT_20240412T180158/pipeline.log b/logs/S2A_MSIL1C_20240412T143741_N0510_R096_T21PTT_20240412T180158/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..9e8a48ca1c0d6ce02f81587b4131df5e492d0504
--- /dev/null
+++ b/logs/S2A_MSIL1C_20240412T143741_N0510_R096_T21PTT_20240412T180158/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T22:27:14.286903 ---
+2026-03-26T22:27:14  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:27:14  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20240412T143741_N0510_R096_T21PTT_20240412T180158
+2026-03-26T22:27:14  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:29:45  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:30:12  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:32:07  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2863863/4743691 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:32:57  clouds_decoded.project               INFO        [cloud_mask] Completed in 192.1s
+2026-03-26T22:33:11  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:33:37  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 31.6 seconds
+2026-03-26T22:33:40  clouds_decoded.project               INFO        [cloud_height] Completed in 34.6s
+2026-03-26T22:33:42  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 35.6%
+2026-03-26T22:33:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:33:49  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:33:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:33:50  clouds_decoded.project               INFO        [albedo] Completed in 10.1s
+2026-03-26T22:33:50  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:34:16  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:34:16  clouds_decoded.project               INFO        [refocus] Completed in 25.8s
+2026-03-26T22:34:16  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:34:16  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:34:17  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:34:18  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:34:20  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.4s
diff --git a/logs/S2A_MSIL1C_20240508T011701_N0510_R031_T54SVC_20240508T023337/pipeline.log b/logs/S2A_MSIL1C_20240508T011701_N0510_R031_T54SVC_20240508T023337/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..ae779e77a6bcce7b503b574d04bb938d3adb8d8e
--- /dev/null
+++ b/logs/S2A_MSIL1C_20240508T011701_N0510_R031_T54SVC_20240508T023337/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T16:07:04.373682 ---
+2026-03-27T16:07:04  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:07:04  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20240508T011701_N0510_R031_T54SVC_20240508T023337
+2026-03-27T16:07:04  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:10:01  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:10:01  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:10:36  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2043215/2660562 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:10:37  clouds_decoded.project               INFO        [cloud_mask] Completed in 36.6s
+2026-03-27T16:10:40  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:11:03  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 25.1 seconds
+2026-03-27T16:11:06  clouds_decoded.project               INFO        [cloud_height] Completed in 28.6s
+2026-03-27T16:11:08  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 11.8%
+2026-03-27T16:11:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T16:11:13  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T16:11:13  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T16:11:13  clouds_decoded.project               INFO        [albedo] Completed in 7.3s
+2026-03-27T16:11:13  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:12:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:12:22  clouds_decoded.project               INFO        [refocus] Completed in 68.3s
+2026-03-27T16:12:22  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:12:22  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:12:23  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:12:34  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:12:37  clouds_decoded.project               INFO        [cloud_properties] Completed in 15.2s
diff --git a/logs/S2A_MSIL1C_20240515T213931_N0510_R143_T02KNG_20240516T022507/pipeline.log b/logs/S2A_MSIL1C_20240515T213931_N0510_R143_T02KNG_20240516T022507/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..3420335ef0b611aa10a43c7497a4ee023865277b
--- /dev/null
+++ b/logs/S2A_MSIL1C_20240515T213931_N0510_R143_T02KNG_20240516T022507/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T17:24:32.007027 ---
+2026-03-26T17:24:32  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:24:32  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20240515T213931_N0510_R143_T02KNG_20240516T022507
+2026-03-26T17:24:32  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:28:39  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:28:44  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:29:22  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2168191/2246038 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:29:37  clouds_decoded.project               INFO        [cloud_mask] Completed in 58.3s
+2026-03-26T17:32:38  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:33:05  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 36.1 seconds
+2026-03-26T17:33:09  clouds_decoded.project               INFO        [cloud_height] Completed in 40.2s
+2026-03-26T17:34:28  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.6%
+2026-03-26T17:34:28  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.6% < threshold 5%. Running fallback.
+2026-03-26T17:34:28  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T17:34:29  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T17:34:29  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T17:34:30  clouds_decoded.project               INFO        [albedo] Completed in 6.0s
+2026-03-26T17:36:51  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:37:40  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:37:40  clouds_decoded.project               INFO        [refocus] Completed in 48.8s
+2026-03-26T17:37:40  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:37:40  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:37:42  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:37:53  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:37:56  clouds_decoded.project               INFO        [cloud_properties] Completed in 16.1s
diff --git a/logs/S2A_MSIL1C_20240604T213931_N0510_R143_T02KNG_20240605T015341/pipeline.log b/logs/S2A_MSIL1C_20240604T213931_N0510_R143_T02KNG_20240605T015341/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..f021d9ea6788473f7d5b57cd2a306eb8a2e761f4
--- /dev/null
+++ b/logs/S2A_MSIL1C_20240604T213931_N0510_R143_T02KNG_20240605T015341/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T17:25:23.290360 ---
+2026-03-26T17:25:23  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:25:23  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20240604T213931_N0510_R143_T02KNG_20240605T015341
+2026-03-26T17:25:23  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:29:37  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:30:29  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:31:26  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3812895/4127491 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:31:32  clouds_decoded.project               INFO        [cloud_mask] Completed in 115.0s
+2026-03-26T17:34:16  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:34:50  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 100.5 seconds
+2026-03-26T17:35:08  clouds_decoded.project               INFO        [cloud_height] Completed in 119.2s
+2026-03-26T17:35:21  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 3.4%
+2026-03-26T17:35:21  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 3.4% < threshold 5%. Running fallback.
+2026-03-26T17:35:21  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T17:35:21  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T17:35:21  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T17:35:22  clouds_decoded.project               INFO        [albedo] Completed in 4.0s
+2026-03-26T17:37:40  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:39:09  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:39:09  clouds_decoded.project               INFO        [refocus] Completed in 88.8s
+2026-03-26T17:39:09  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:39:09  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:39:10  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:39:20  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:39:22  clouds_decoded.project               INFO        [cloud_properties] Completed in 13.2s
diff --git a/logs/S2A_MSIL1C_20240606T182921_N0510_R027_T11RLP_20240606T234708/pipeline.log b/logs/S2A_MSIL1C_20240606T182921_N0510_R027_T11RLP_20240606T234708/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..84d5b05cc7ef809ef29b2ad103d5042a52a5102b
--- /dev/null
+++ b/logs/S2A_MSIL1C_20240606T182921_N0510_R027_T11RLP_20240606T234708/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:21:34.820139 ---
+2026-03-26T19:21:34  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:21:34  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20240606T182921_N0510_R027_T11RLP_20240606T234708
+2026-03-26T19:21:34  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:24:05  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:24:18  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:25:02  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1123513/1136596 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:25:03  clouds_decoded.project               INFO        [cloud_mask] Completed in 58.2s
+2026-03-26T19:25:05  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:25:33  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 29.8 seconds
+2026-03-26T19:25:38  clouds_decoded.project               INFO        [cloud_height] Completed in 35.6s
+2026-03-26T19:25:40  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 2.9%
+2026-03-26T19:25:40  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 2.9% < threshold 5%. Running fallback.
+2026-03-26T19:25:40  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T19:25:41  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T19:25:41  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T19:25:41  clouds_decoded.project               INFO        [albedo] Completed in 2.4s
+2026-03-26T19:25:41  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:26:13  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:26:13  clouds_decoded.project               INFO        [refocus] Completed in 32.7s
+2026-03-26T19:26:14  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:26:14  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:26:14  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:26:29  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:26:32  clouds_decoded.project               INFO        [cloud_properties] Completed in 18.4s
diff --git a/logs/S2A_MSIL1C_20240617T011701_N0510_R031_T54SVC_20240617T045838/pipeline.log b/logs/S2A_MSIL1C_20240617T011701_N0510_R031_T54SVC_20240617T045838/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..c2dbabb91bc8d7b909ea4e4fbfe56a667a46a8fb
--- /dev/null
+++ b/logs/S2A_MSIL1C_20240617T011701_N0510_R031_T54SVC_20240617T045838/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T16:08:14.993319 ---
+2026-03-27T16:08:14  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:08:14  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20240617T011701_N0510_R031_T54SVC_20240617T045838
+2026-03-27T16:08:14  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:10:37  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:10:38  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:11:10  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1749586/1781558 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:11:10  clouds_decoded.project               INFO        [cloud_mask] Completed in 33.1s
+2026-03-27T16:11:13  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:11:48  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 37.6 seconds
+2026-03-27T16:12:09  clouds_decoded.project               INFO        [cloud_height] Completed in 58.7s
+2026-03-27T16:12:11  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.4%
+2026-03-27T16:12:11  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.4% < threshold 5%. Running fallback.
+2026-03-27T16:12:11  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T16:12:11  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T16:12:11  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T16:12:11  clouds_decoded.project               INFO        [albedo] Completed in 1.7s
+2026-03-27T16:12:11  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:12:56  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:12:56  clouds_decoded.project               INFO        [refocus] Completed in 45.5s
+2026-03-27T16:12:56  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:12:57  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:12:57  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:13:00  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:13:03  clouds_decoded.project               INFO        [cloud_properties] Completed in 6.4s
diff --git a/logs/S2A_MSIL1C_20240803T213931_N0511_R143_T02KNG_20240804T004650/pipeline.log b/logs/S2A_MSIL1C_20240803T213931_N0511_R143_T02KNG_20240804T004650/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..0ff418396e175cbdf37dc14d67e8bd354518338e
--- /dev/null
+++ b/logs/S2A_MSIL1C_20240803T213931_N0511_R143_T02KNG_20240804T004650/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T17:28:39.236912 ---
+2026-03-26T17:28:39  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:28:39  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20240803T213931_N0511_R143_T02KNG_20240804T004650
+2026-03-26T17:28:39  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:33:09  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:34:09  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:35:09  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1776694/2210572 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:35:10  clouds_decoded.project               INFO        [cloud_mask] Completed in 120.8s
+2026-03-26T17:35:54  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:35:54  clouds_decoded.sliding_window        INFO      Sliding window: skipping 5/484 windows (no True pixels in skip_mask)
+2026-03-26T17:36:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 38.8 seconds
+2026-03-26T17:36:44  clouds_decoded.project               INFO        [cloud_height] Completed in 51.9s
+2026-03-26T17:36:54  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 26.8%
+2026-03-26T17:37:13  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:37:19  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:37:19  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:37:20  clouds_decoded.project               INFO        [albedo] Completed in 28.4s
+2026-03-26T17:40:39  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:41:55  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:41:55  clouds_decoded.project               INFO        [refocus] Completed in 76.6s
+2026-03-26T17:41:55  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:41:56  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:41:57  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:42:10  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:42:12  clouds_decoded.project               INFO        [cloud_properties] Completed in 17.3s
diff --git a/logs/S2A_MSIL1C_20240805T184101_N0511_R027_T11RLP_20240805T235024/pipeline.log b/logs/S2A_MSIL1C_20240805T184101_N0511_R027_T11RLP_20240805T235024/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1869d4c7541ecc2426e5ad1679397adf50c03d2d
--- /dev/null
+++ b/logs/S2A_MSIL1C_20240805T184101_N0511_R027_T11RLP_20240805T235024/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:23:35.038676 ---
+2026-03-26T19:23:35  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:23:35  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20240805T184101_N0511_R027_T11RLP_20240805T235024
+2026-03-26T19:23:35  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:25:39  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:25:39  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:26:11  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4449654/4449654 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:26:12  clouds_decoded.project               INFO        [cloud_mask] Completed in 33.3s
+2026-03-26T19:26:15  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:26:39  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 26.9 seconds
+2026-03-26T19:26:42  clouds_decoded.project               INFO        [cloud_height] Completed in 30.4s
+2026-03-26T19:26:45  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T19:26:45  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T19:26:45  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T19:26:45  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T19:26:45  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T19:26:45  clouds_decoded.project               INFO        [albedo] Completed in 2.4s
+2026-03-26T19:26:45  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:27:07  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:27:07  clouds_decoded.project               INFO        [refocus] Completed in 22.1s
+2026-03-26T19:27:07  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:27:07  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:27:09  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:27:13  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:27:15  clouds_decoded.project               INFO        [cloud_properties] Completed in 8.1s
diff --git a/logs/S2A_MSIL1C_20240909T143741_N0511_R096_T21PTT_20240909T162059/pipeline.log b/logs/S2A_MSIL1C_20240909T143741_N0511_R096_T21PTT_20240909T162059/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..850ec9bdaa005afe95c167df78cccded13be8852
--- /dev/null
+++ b/logs/S2A_MSIL1C_20240909T143741_N0511_R096_T21PTT_20240909T162059/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:33:42.470404 ---
+2026-03-26T22:33:42  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:33:42  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20240909T143741_N0511_R096_T21PTT_20240909T162059
+2026-03-26T22:33:42  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:35:24  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:35:25  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:35:57  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1096142/2951302 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:35:58  clouds_decoded.project               INFO        [cloud_mask] Completed in 34.3s
+2026-03-26T22:36:01  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:36:01  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T22:36:26  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 28.1 seconds
+2026-03-26T22:36:48  clouds_decoded.project               INFO        [cloud_height] Completed in 50.1s
+2026-03-26T22:36:57  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 70.3%
+2026-03-26T22:37:05  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:37:07  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:37:08  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:37:09  clouds_decoded.project               INFO        [albedo] Completed in 20.4s
+2026-03-26T22:37:09  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:38:05  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:38:05  clouds_decoded.project               INFO        [refocus] Completed in 56.2s
+2026-03-26T22:38:05  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:38:05  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:38:07  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:38:32  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:38:33  clouds_decoded.project               INFO        [cloud_properties] Completed in 27.7s
diff --git a/logs/S2A_MSIL1C_20240912T213921_N0511_R143_T02KNG_20240913T001701/pipeline.log b/logs/S2A_MSIL1C_20240912T213921_N0511_R143_T02KNG_20240913T001701/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..f5bb8e97aa0a1bfb395d174124de57f091755458
--- /dev/null
+++ b/logs/S2A_MSIL1C_20240912T213921_N0511_R143_T02KNG_20240913T001701/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T17:29:37.551734 ---
+2026-03-26T17:29:37  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:29:37  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20240912T213921_N0511_R143_T02KNG_20240913T001701
+2026-03-26T17:29:37  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:35:10  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:35:11  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:35:52  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1897934/5059438 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:35:53  clouds_decoded.project               INFO        [cloud_mask] Completed in 43.3s
+2026-03-26T17:36:46  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:37:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 41.0 seconds
+2026-03-26T17:37:34  clouds_decoded.project               INFO        [cloud_height] Completed in 49.8s
+2026-03-26T17:37:43  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 63.6%
+2026-03-26T17:37:57  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:38:03  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:38:04  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:38:04  clouds_decoded.project               INFO        [albedo] Completed in 24.0s
+2026-03-26T17:41:55  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:42:47  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:42:47  clouds_decoded.project               INFO        [refocus] Completed in 51.5s
+2026-03-26T17:42:47  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:42:47  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:42:48  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:43:01  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:43:03  clouds_decoded.project               INFO        [cloud_properties] Completed in 15.7s
diff --git a/logs/S2A_MSIL1C_20241022T213931_N0511_R143_T02KNG_20241022T225652/pipeline.log b/logs/S2A_MSIL1C_20241022T213931_N0511_R143_T02KNG_20241022T225652/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..a938404049fdab2fa6beb78688ef78c06a9f7bc4
--- /dev/null
+++ b/logs/S2A_MSIL1C_20241022T213931_N0511_R143_T02KNG_20241022T225652/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T17:31:32.563711 ---
+2026-03-26T17:31:32  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:31:32  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20241022T213931_N0511_R143_T02KNG_20241022T225652
+2026-03-26T17:31:32  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:35:53  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:35:54  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:36:43  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2753444/3653562 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:36:45  clouds_decoded.project               INFO        [cloud_mask] Completed in 51.2s
+2026-03-26T17:37:36  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:38:17  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 43.4 seconds
+2026-03-26T17:38:54  clouds_decoded.project               INFO        [cloud_height] Completed in 80.2s
+2026-03-26T17:39:12  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 20.6%
+2026-03-26T17:39:26  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:40:13  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:40:13  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:40:21  clouds_decoded.project               INFO        [albedo] Completed in 72.1s
+2026-03-26T17:42:47  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:43:58  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:43:58  clouds_decoded.project               INFO        [refocus] Completed in 71.3s
+2026-03-26T17:43:58  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:43:59  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:44:00  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:44:06  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:44:09  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.8s
diff --git a/logs/S2A_MSIL1C_20241103T183531_N0511_R027_T11RLP_20241103T203540/pipeline.log b/logs/S2A_MSIL1C_20241103T183531_N0511_R027_T11RLP_20241103T203540/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..3f399fbb3fab68156d766433c34068f9e79b648d
--- /dev/null
+++ b/logs/S2A_MSIL1C_20241103T183531_N0511_R027_T11RLP_20241103T203540/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:25:39.115884 ---
+2026-03-26T19:25:39  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:25:39  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20241103T183531_N0511_R027_T11RLP_20241103T203540
+2026-03-26T19:25:39  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:27:21  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:27:21  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:28:15  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 6578779/9738074 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:28:16  clouds_decoded.project               INFO        [cloud_mask] Completed in 55.0s
+2026-03-26T19:28:19  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:28:42  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 25.9 seconds
+2026-03-26T19:28:46  clouds_decoded.project               INFO        [cloud_height] Completed in 30.1s
+2026-03-26T19:28:50  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 33.6%
+2026-03-26T19:28:53  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:28:55  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:28:55  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:28:55  clouds_decoded.project               INFO        [albedo] Completed in 9.2s
+2026-03-26T19:28:55  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:30:24  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:30:24  clouds_decoded.project               INFO        [refocus] Completed in 88.8s
+2026-03-26T19:30:24  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:30:24  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:30:25  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:30:28  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:30:29  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.9s
diff --git a/logs/S2A_MSIL1C_20241104T011821_N0511_R031_T54SVC_20241104T023517/pipeline.log b/logs/S2A_MSIL1C_20241104T011821_N0511_R031_T54SVC_20241104T023517/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..aa6fed4b021c86fac38c01f3d274f3136eab77a5
--- /dev/null
+++ b/logs/S2A_MSIL1C_20241104T011821_N0511_R031_T54SVC_20241104T023517/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T16:12:13.798177 ---
+2026-03-27T16:12:13  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:12:13  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20241104T011821_N0511_R031_T54SVC_20241104T023517
+2026-03-27T16:12:13  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:14:58  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:14:59  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:16:23  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4689987/7804441 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:16:25  clouds_decoded.project               INFO        [cloud_mask] Completed in 86.4s
+2026-03-27T16:16:29  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:17:01  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 35.9 seconds
+2026-03-27T16:17:04  clouds_decoded.project               INFO        [cloud_height] Completed in 39.3s
+2026-03-27T16:17:08  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 56.3%
+2026-03-27T16:17:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T16:17:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T16:17:15  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T16:17:15  clouds_decoded.project               INFO        [albedo] Completed in 11.4s
+2026-03-27T16:17:15  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:18:41  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:18:41  clouds_decoded.project               INFO        [refocus] Completed in 85.3s
+2026-03-27T16:18:41  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:18:41  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:18:43  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:18:50  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:18:52  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.8s
diff --git a/logs/S2A_MSIL1C_20241111T213921_N0511_R143_T02KNG_20241111T225618/pipeline.log b/logs/S2A_MSIL1C_20241111T213921_N0511_R143_T02KNG_20241111T225618/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..b43cb6c4f2e7809389a07136b39763ebe9e6c894
--- /dev/null
+++ b/logs/S2A_MSIL1C_20241111T213921_N0511_R143_T02KNG_20241111T225618/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T17:33:09.824088 ---
+2026-03-26T17:33:09  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:33:09  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20241111T213921_N0511_R143_T02KNG_20241111T225618
+2026-03-26T17:33:09  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:36:45  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:36:45  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:37:33  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1510338/1529382 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:37:34  clouds_decoded.project               INFO        [cloud_mask] Completed in 49.7s
+2026-03-26T17:38:58  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:39:24  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 30.0 seconds
+2026-03-26T17:39:28  clouds_decoded.project               INFO        [cloud_height] Completed in 34.0s
+2026-03-26T17:40:42  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.1%
+2026-03-26T17:40:42  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.1% < threshold 5%. Running fallback.
+2026-03-26T17:40:42  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T17:40:44  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T17:40:44  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T17:40:44  clouds_decoded.project               INFO        [albedo] Completed in 5.7s
+2026-03-26T17:43:58  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:45:26  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:45:26  clouds_decoded.project               INFO        [refocus] Completed in 88.0s
+2026-03-26T17:45:26  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:45:27  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:45:28  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:45:40  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:45:43  clouds_decoded.project               INFO        [cloud_properties] Completed in 16.4s
diff --git a/logs/S2A_MSIL1C_20241118T143741_N0511_R096_T21PTT_20241118T162127/pipeline.log b/logs/S2A_MSIL1C_20241118T143741_N0511_R096_T21PTT_20241118T162127/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..86695c8a15d2bb8fdc79386293a2faae404b971b
--- /dev/null
+++ b/logs/S2A_MSIL1C_20241118T143741_N0511_R096_T21PTT_20241118T162127/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T22:34:50.037631 ---
+2026-03-26T22:34:50  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:34:50  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20241118T143741_N0511_R096_T21PTT_20241118T162127
+2026-03-26T22:34:50  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:37:06  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:37:06  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:37:42  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3378450/4067359 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:37:44  clouds_decoded.project               INFO        [cloud_mask] Completed in 38.1s
+2026-03-26T22:37:56  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:38:33  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 49.1 seconds
+2026-03-26T22:38:36  clouds_decoded.project               INFO        [cloud_height] Completed in 52.3s
+2026-03-26T22:38:39  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 13.5%
+2026-03-26T22:38:44  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:38:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:38:47  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:38:47  clouds_decoded.project               INFO        [albedo] Completed in 11.2s
+2026-03-26T22:38:47  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:39:25  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:39:25  clouds_decoded.project               INFO        [refocus] Completed in 37.2s
+2026-03-26T22:39:25  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:39:25  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:39:26  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:39:54  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:39:55  clouds_decoded.project               INFO        [cloud_properties] Completed in 30.6s
diff --git a/logs/S2A_MSIL1C_20241208T143741_N0511_R096_T21PTT_20241208T162307/pipeline.log b/logs/S2A_MSIL1C_20241208T143741_N0511_R096_T21PTT_20241208T162307/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..639ee79d80d6cd4671cfa19e8fb8f2c88fcc9657
--- /dev/null
+++ b/logs/S2A_MSIL1C_20241208T143741_N0511_R096_T21PTT_20241208T162307/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:35:24.443801 ---
+2026-03-26T22:35:24  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:35:24  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20241208T143741_N0511_R096_T21PTT_20241208T162307
+2026-03-26T22:35:24  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:37:44  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:37:54  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:38:35  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1669767/5394659 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:38:37  clouds_decoded.project               INFO        [cloud_mask] Completed in 52.8s
+2026-03-26T22:38:41  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:38:42  clouds_decoded.sliding_window        INFO      Sliding window: skipping 17/484 windows (no True pixels in skip_mask)
+2026-03-26T22:39:07  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 30.2 seconds
+2026-03-26T22:39:11  clouds_decoded.project               INFO        [cloud_height] Completed in 34.1s
+2026-03-26T22:39:15  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 74.7%
+2026-03-26T22:39:18  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:39:20  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:39:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:39:21  clouds_decoded.project               INFO        [albedo] Completed in 10.4s
+2026-03-26T22:39:21  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:40:38  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:40:38  clouds_decoded.project               INFO        [refocus] Completed in 76.4s
+2026-03-26T22:40:38  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:40:38  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:40:39  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:40:47  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:40:49  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.8s
diff --git a/logs/S2A_MSIL1C_20250102T183751_N0511_R027_T11RLP_20250102T202910/pipeline.log b/logs/S2A_MSIL1C_20250102T183751_N0511_R027_T11RLP_20250102T202910/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..90b8269206e5e11b2e5f5f38f3c17545910373e4
--- /dev/null
+++ b/logs/S2A_MSIL1C_20250102T183751_N0511_R027_T11RLP_20250102T202910/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:26:47.657203 ---
+2026-03-26T19:26:47  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:26:47  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20250102T183751_N0511_R027_T11RLP_20250102T202910
+2026-03-26T19:26:47  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:28:53  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:28:53  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:29:51  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3339236/3706766 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:29:52  clouds_decoded.project               INFO        [cloud_mask] Completed in 59.1s
+2026-03-26T19:29:55  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:29:55  clouds_decoded.sliding_window        INFO      Sliding window: skipping 25/484 windows (no True pixels in skip_mask)
+2026-03-26T19:30:24  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 32.2 seconds
+2026-03-26T19:30:28  clouds_decoded.project               INFO        [cloud_height] Completed in 35.8s
+2026-03-26T19:30:32  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 36.2%
+2026-03-26T19:30:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:30:40  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:30:40  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:30:41  clouds_decoded.project               INFO        [albedo] Completed in 12.9s
+2026-03-26T19:30:41  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:32:07  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:32:07  clouds_decoded.project               INFO        [refocus] Completed in 85.8s
+2026-03-26T19:32:07  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:32:07  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:32:08  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:32:29  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:32:30  clouds_decoded.project               INFO        [cloud_properties] Completed in 23.6s
diff --git a/logs/S2A_MSIL1C_20250110T213921_N0511_R143_T02KNG_20250110T225927/pipeline.log b/logs/S2A_MSIL1C_20250110T213921_N0511_R143_T02KNG_20250110T225927/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..27318dda80c3f97aa687a94df4544968db2e4fb6
--- /dev/null
+++ b/logs/S2A_MSIL1C_20250110T213921_N0511_R143_T02KNG_20250110T225927/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T17:35:53.988189 ---
+2026-03-26T17:35:53  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:35:53  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20250110T213921_N0511_R143_T02KNG_20250110T225927
+2026-03-26T17:35:53  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:38:57  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:38:58  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:40:28  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2681212/3097284 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:40:29  clouds_decoded.project               INFO        [cloud_mask] Completed in 91.6s
+2026-03-26T17:41:50  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:42:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 64.8 seconds
+2026-03-26T17:42:41  clouds_decoded.project               INFO        [cloud_height] Completed in 81.1s
+2026-03-26T17:42:50  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 13.0%
+2026-03-26T17:43:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:43:49  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:43:49  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:43:49  clouds_decoded.project               INFO        [albedo] Completed in 62.2s
+2026-03-26T17:47:09  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:48:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:48:49  clouds_decoded.project               INFO        [refocus] Completed in 100.0s
+2026-03-26T17:48:49  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:48:49  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:48:52  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:49:06  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:49:08  clouds_decoded.project               INFO        [cloud_properties] Completed in 18.8s
diff --git a/logs/S2A_MSIL1C_20250117T143741_N0511_R096_T21PTT_20250117T175824/pipeline.log b/logs/S2A_MSIL1C_20250117T143741_N0511_R096_T21PTT_20250117T175824/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..213d2895092bc8846a854b9ff1fe26bcf3404904
--- /dev/null
+++ b/logs/S2A_MSIL1C_20250117T143741_N0511_R096_T21PTT_20250117T175824/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:35:58.794921 ---
+2026-03-26T22:35:58  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:35:58  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20250117T143741_N0511_R096_T21PTT_20250117T175824
+2026-03-26T22:35:58  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:38:37  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:38:39  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:39:16  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2660548/5587127 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:39:17  clouds_decoded.project               INFO        [cloud_mask] Completed in 40.9s
+2026-03-26T22:39:20  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:39:20  clouds_decoded.sliding_window        INFO      Sliding window: skipping 3/484 windows (no True pixels in skip_mask)
+2026-03-26T22:39:54  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 36.1 seconds
+2026-03-26T22:40:30  clouds_decoded.project               INFO        [cloud_height] Completed in 72.3s
+2026-03-26T22:40:34  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 53.1%
+2026-03-26T22:40:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:40:39  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:40:39  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:40:39  clouds_decoded.project               INFO        [albedo] Completed in 9.4s
+2026-03-26T22:40:39  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:41:23  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:41:23  clouds_decoded.project               INFO        [refocus] Completed in 43.7s
+2026-03-26T22:41:23  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:41:23  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:41:24  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:41:39  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:41:41  clouds_decoded.project               INFO        [cloud_properties] Completed in 17.7s
diff --git a/logs/S2A_MSIL1C_20250604T012111_N0511_R031_T54SVC_20250604T025624/pipeline.log b/logs/S2A_MSIL1C_20250604T012111_N0511_R031_T54SVC_20250604T025624/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..f1d86b006be70783cc4ff3e3bbcc03a72d1a22ce
--- /dev/null
+++ b/logs/S2A_MSIL1C_20250604T012111_N0511_R031_T54SVC_20250604T025624/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T16:19:59.194356 ---
+2026-03-27T16:19:59  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:19:59  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20250604T012111_N0511_R031_T54SVC_20250604T025624
+2026-03-27T16:19:59  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:21:57  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:22:03  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:22:38  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2224801/2742848 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:22:40  clouds_decoded.project               INFO        [cloud_mask] Completed in 43.0s
+2026-03-27T16:22:46  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:23:19  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 39.5 seconds
+2026-03-27T16:23:28  clouds_decoded.project               INFO        [cloud_height] Completed in 48.1s
+2026-03-27T16:23:30  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 5.8%
+2026-03-27T16:23:34  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T16:23:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T16:23:38  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T16:23:38  clouds_decoded.project               INFO        [albedo] Completed in 9.9s
+2026-03-27T16:23:38  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:23:57  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:23:57  clouds_decoded.project               INFO        [refocus] Completed in 18.9s
+2026-03-27T16:23:57  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:23:57  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:23:57  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:24:01  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:24:04  clouds_decoded.project               INFO        [cloud_properties] Completed in 6.9s
diff --git a/logs/S2A_MSIL1C_20250728T143801_N0511_R096_T21PTT_20250728T193639/pipeline.log b/logs/S2A_MSIL1C_20250728T143801_N0511_R096_T21PTT_20250728T193639/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1c451bc7a0b9f38084d5a7b1239ba17422dd1193
--- /dev/null
+++ b/logs/S2A_MSIL1C_20250728T143801_N0511_R096_T21PTT_20250728T193639/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:41:16.630652 ---
+2026-03-26T22:41:16  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:41:16  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20250728T143801_N0511_R096_T21PTT_20250728T193639
+2026-03-26T22:41:16  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:43:35  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:43:35  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:44:42  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2676461/4372711 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:44:43  clouds_decoded.project               INFO        [cloud_mask] Completed in 68.4s
+2026-03-26T22:44:55  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:44:56  clouds_decoded.sliding_window        INFO      Sliding window: skipping 2/484 windows (no True pixels in skip_mask)
+2026-03-26T22:45:16  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 32.7 seconds
+2026-03-26T22:45:20  clouds_decoded.project               INFO        [cloud_height] Completed in 36.2s
+2026-03-26T22:45:22  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 40.2%
+2026-03-26T22:45:27  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:45:29  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:45:30  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:45:30  clouds_decoded.project               INFO        [albedo] Completed in 10.3s
+2026-03-26T22:45:30  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:46:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:46:37  clouds_decoded.project               INFO        [refocus] Completed in 66.7s
+2026-03-26T22:46:37  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:46:37  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:46:38  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:46:46  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:46:47  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.5s
diff --git a/logs/S2A_MSIL1C_20250906T143801_N0511_R096_T21PTT_20250906T211407/pipeline.log b/logs/S2A_MSIL1C_20250906T143801_N0511_R096_T21PTT_20250906T211407/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..2285afda8d1958a49baa99cb3efd3a6cbcdd7c97
--- /dev/null
+++ b/logs/S2A_MSIL1C_20250906T143801_N0511_R096_T21PTT_20250906T211407/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T22:42:41.031055 ---
+2026-03-26T22:42:41  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:42:41  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20250906T143801_N0511_R096_T21PTT_20250906T211407
+2026-03-26T22:42:41  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:45:18  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:45:18  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:46:28  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1206856/3846543 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:46:29  clouds_decoded.project               INFO        [cloud_mask] Completed in 71.5s
+2026-03-26T22:46:33  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:47:16  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 46.9 seconds
+2026-03-26T22:47:38  clouds_decoded.project               INFO        [cloud_height] Completed in 69.0s
+2026-03-26T22:47:40  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 68.3%
+2026-03-26T22:47:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:47:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:47:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:47:47  clouds_decoded.project               INFO        [albedo] Completed in 8.2s
+2026-03-26T22:47:47  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:48:39  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:48:39  clouds_decoded.project               INFO        [refocus] Completed in 52.1s
+2026-03-26T22:48:39  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:48:39  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:48:41  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:48:50  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:48:51  clouds_decoded.project               INFO        [cloud_properties] Completed in 12.3s
diff --git a/logs/S2A_MSIL1C_20250912T012111_N0511_R031_T54SVC_20250912T030015/pipeline.log b/logs/S2A_MSIL1C_20250912T012111_N0511_R031_T54SVC_20250912T030015/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..05f0a20176ffcd60c56c3aaedc4951a25fc57112
--- /dev/null
+++ b/logs/S2A_MSIL1C_20250912T012111_N0511_R031_T54SVC_20250912T030015/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T16:21:57.299173 ---
+2026-03-27T16:21:57  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:21:57  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20250912T012111_N0511_R031_T54SVC_20250912T030015
+2026-03-27T16:21:57  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:23:57  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:23:58  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:24:25  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4009813/4374666 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:24:26  clouds_decoded.project               INFO        [cloud_mask] Completed in 29.0s
+2026-03-27T16:24:28  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:24:48  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 21.7 seconds
+2026-03-27T16:24:51  clouds_decoded.project               INFO        [cloud_height] Completed in 25.0s
+2026-03-27T16:24:53  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 4.7%
+2026-03-27T16:24:53  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 4.7% < threshold 5%. Running fallback.
+2026-03-27T16:24:53  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T16:24:53  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T16:24:53  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T16:24:53  clouds_decoded.project               INFO        [albedo] Completed in 2.1s
+2026-03-27T16:24:53  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:25:12  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:25:12  clouds_decoded.project               INFO        [refocus] Completed in 19.2s
+2026-03-27T16:25:12  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:25:13  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:25:14  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:25:18  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:25:21  clouds_decoded.project               INFO        [cloud_properties] Completed in 8.4s
diff --git a/logs/S2A_MSIL1C_20251022T012111_N0511_R031_T54SVC_20251022T025607/pipeline.log b/logs/S2A_MSIL1C_20251022T012111_N0511_R031_T54SVC_20251022T025607/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..b8ab706889912bd669c45c75b0b7c76b8478c9a2
--- /dev/null
+++ b/logs/S2A_MSIL1C_20251022T012111_N0511_R031_T54SVC_20251022T025607/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T16:22:40.319991 ---
+2026-03-27T16:22:40  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:22:40  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20251022T012111_N0511_R031_T54SVC_20251022T025607
+2026-03-27T16:22:40  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:24:26  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:24:26  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:24:56  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1463453/1469384 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:24:57  clouds_decoded.project               INFO        [cloud_mask] Completed in 31.1s
+2026-03-27T16:25:00  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:25:20  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 22.4 seconds
+2026-03-27T16:25:23  clouds_decoded.project               INFO        [cloud_height] Completed in 26.2s
+2026-03-27T16:25:25  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-27T16:25:25  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-27T16:25:25  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T16:25:25  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T16:25:25  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T16:25:25  clouds_decoded.project               INFO        [albedo] Completed in 2.1s
+2026-03-27T16:25:25  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:25:54  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:25:54  clouds_decoded.project               INFO        [refocus] Completed in 28.0s
+2026-03-27T16:25:54  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:25:54  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:25:54  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:26:00  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:26:02  clouds_decoded.project               INFO        [cloud_properties] Completed in 8.1s
diff --git a/logs/S2A_MSIL1C_20251130T183831_N0511_R027_T11RLP_20251130T201838/pipeline.log b/logs/S2A_MSIL1C_20251130T183831_N0511_R027_T11RLP_20251130T201838/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..c1d87015e78881279660e76b6f8f271359148d9b
--- /dev/null
+++ b/logs/S2A_MSIL1C_20251130T183831_N0511_R027_T11RLP_20251130T201838/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:35:09.664682 ---
+2026-03-26T19:35:09  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:35:09  clouds_decoded.project               INFO      Scene: S2A_MSIL1C_20251130T183831_N0511_R027_T11RLP_20251130T201838
+2026-03-26T19:35:09  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:37:24  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:37:24  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:38:04  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 5661602/6009413 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:38:05  clouds_decoded.project               INFO        [cloud_mask] Completed in 41.6s
+2026-03-26T19:38:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:38:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 25.7 seconds
+2026-03-26T19:38:36  clouds_decoded.project               INFO        [cloud_height] Completed in 30.6s
+2026-03-26T19:38:45  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 6.8%
+2026-03-26T19:38:48  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:38:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:38:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:38:50  clouds_decoded.project               INFO        [albedo] Completed in 14.0s
+2026-03-26T19:38:50  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:40:14  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:40:14  clouds_decoded.project               INFO        [refocus] Completed in 84.1s
+2026-03-26T19:40:15  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:40:15  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:40:16  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:40:24  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:40:27  clouds_decoded.project               INFO        [cloud_properties] Completed in 12.7s
diff --git a/logs/S2B_MSIL1C_20170628T182919_N0500_R027_T11RLP_20230909T235203/pipeline.log b/logs/S2B_MSIL1C_20170628T182919_N0500_R027_T11RLP_20230909T235203/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..b66264230bb5fd0a617c305e43b89746f4bf7f3c
--- /dev/null
+++ b/logs/S2B_MSIL1C_20170628T182919_N0500_R027_T11RLP_20230909T235203/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:11:11.875594 ---
+2026-03-26T18:11:11  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:11:11  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20170628T182919_N0500_R027_T11RLP_20230909T235203
+2026-03-26T18:11:11  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:13:37  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:13:37  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:16:48  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2800062/2810984 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:16:49  clouds_decoded.project               INFO        [cloud_mask] Completed in 192.6s
+2026-03-26T18:17:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:17:51  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 62.1 seconds
+2026-03-26T18:17:56  clouds_decoded.project               INFO        [cloud_height] Completed in 66.9s
+2026-03-26T18:17:58  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.7%
+2026-03-26T18:17:58  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.7% < threshold 5%. Running fallback.
+2026-03-26T18:17:58  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:17:59  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:17:59  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:17:59  clouds_decoded.project               INFO        [albedo] Completed in 2.7s
+2026-03-26T18:17:59  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:18:29  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:18:29  clouds_decoded.project               INFO        [refocus] Completed in 30.0s
+2026-03-26T18:18:29  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:18:29  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:18:30  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:18:31  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:18:33  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.2s
diff --git a/logs/S2B_MSIL1C_20170716T213929_N0500_R143_T02KNG_20230823T013942/pipeline.log b/logs/S2B_MSIL1C_20170716T213929_N0500_R143_T02KNG_20230823T013942/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..74507d7a034ddd5f9c9d0aad3c6019121b3f193a
--- /dev/null
+++ b/logs/S2B_MSIL1C_20170716T213929_N0500_R143_T02KNG_20230823T013942/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:26:28.541588 ---
+2026-03-26T15:26:28  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:26:28  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20170716T213929_N0500_R143_T02KNG_20230823T013942
+2026-03-26T15:26:28  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:28:04  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:28:05  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:28:36  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4050173/4098431 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:28:37  clouds_decoded.project               INFO        [cloud_mask] Completed in 32.9s
+2026-03-26T15:28:40  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:29:02  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 24.8 seconds
+2026-03-26T15:29:06  clouds_decoded.project               INFO        [cloud_height] Completed in 28.5s
+2026-03-26T15:29:07  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.6%
+2026-03-26T15:29:07  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.6% < threshold 5%. Running fallback.
+2026-03-26T15:29:07  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T15:29:07  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T15:29:07  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T15:29:07  clouds_decoded.project               INFO        [albedo] Completed in 1.8s
+2026-03-26T15:29:07  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:29:29  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:29:29  clouds_decoded.project               INFO        [refocus] Completed in 21.4s
+2026-03-26T15:29:29  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:29:29  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:29:30  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:29:34  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:29:36  clouds_decoded.project               INFO        [cloud_properties] Completed in 7.6s
diff --git a/logs/S2B_MSIL1C_20170718T182919_N0500_R027_T11RLP_20230823T035055/pipeline.log b/logs/S2B_MSIL1C_20170718T182919_N0500_R027_T11RLP_20230823T035055/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..0215c2cc7866a980b4f7ef0c9975f3e4511a9b9b
--- /dev/null
+++ b/logs/S2B_MSIL1C_20170718T182919_N0500_R027_T11RLP_20230823T035055/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:12:07.534235 ---
+2026-03-26T18:12:07  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:12:07  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20170718T182919_N0500_R027_T11RLP_20230823T035055
+2026-03-26T18:12:07  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:16:49  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:17:07  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:17:55  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3090399/3170346 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:17:55  clouds_decoded.project               INFO        [cloud_mask] Completed in 66.3s
+2026-03-26T18:17:59  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:18:21  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 25.0 seconds
+2026-03-26T18:18:25  clouds_decoded.project               INFO        [cloud_height] Completed in 28.7s
+2026-03-26T18:18:27  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 1.2%
+2026-03-26T18:18:27  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 1.2% < threshold 5%. Running fallback.
+2026-03-26T18:18:27  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:18:27  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:18:27  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:18:27  clouds_decoded.project               INFO        [albedo] Completed in 2.6s
+2026-03-26T18:18:27  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:18:46  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:18:46  clouds_decoded.project               INFO        [refocus] Completed in 18.4s
+2026-03-26T18:18:46  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:18:46  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:18:46  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:18:48  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:18:50  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.2s
diff --git a/logs/S2B_MSIL1C_20170729T011649_N0500_R031_T54SVC_20230913T201255/pipeline.log b/logs/S2B_MSIL1C_20170729T011649_N0500_R031_T54SVC_20230913T201255/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..93ea0d465d50a8188b9c576cd038c5ba1e9a97c9
--- /dev/null
+++ b/logs/S2B_MSIL1C_20170729T011649_N0500_R031_T54SVC_20230913T201255/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:59:25.031062 ---
+2026-03-26T22:59:25  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:59:25  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20170729T011649_N0500_R031_T54SVC_20230913T201255
+2026-03-26T22:59:25  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:01:11  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:01:12  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:02:04  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 820911/2397734 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:02:05  clouds_decoded.project               INFO        [cloud_mask] Completed in 54.3s
+2026-03-26T23:02:30  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:02:30  clouds_decoded.sliding_window        INFO      Sliding window: skipping 5/484 windows (no True pixels in skip_mask)
+2026-03-26T23:02:51  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 46.0 seconds
+2026-03-26T23:02:56  clouds_decoded.project               INFO        [cloud_height] Completed in 50.7s
+2026-03-26T23:02:58  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 67.8%
+2026-03-26T23:03:03  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:03:05  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:03:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:03:06  clouds_decoded.project               INFO        [albedo] Completed in 10.1s
+2026-03-26T23:03:06  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:03:29  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:03:29  clouds_decoded.project               INFO        [refocus] Completed in 23.1s
+2026-03-26T23:03:29  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:03:30  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:03:31  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:03:38  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:03:40  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.2s
diff --git a/logs/S2B_MSIL1C_20171006T183219_N0500_R027_T11RLP_20231012T185644/pipeline.log b/logs/S2B_MSIL1C_20171006T183219_N0500_R027_T11RLP_20231012T185644/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e824728e94eed938234f7d623277642db82c7abf
--- /dev/null
+++ b/logs/S2B_MSIL1C_20171006T183219_N0500_R027_T11RLP_20231012T185644/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T18:12:51.850294 ---
+2026-03-26T18:12:51  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:12:51  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20171006T183219_N0500_R027_T11RLP_20231012T185644
+2026-03-26T18:12:51  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:17:55  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:17:56  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:18:32  clouds_decoded.project               INFO        [cloud_mask] Completed in 36.4s
+2026-03-26T18:18:35  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:18:35  clouds_decoded.sliding_window        INFO      Sliding window: skipping 484/484 windows (no True pixels in skip_mask)
+2026-03-26T18:18:35  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 3.5 seconds
+2026-03-26T18:18:40  clouds_decoded.project               INFO        [cloud_height] Completed in 8.5s
+2026-03-26T18:18:42  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 100.0%
+2026-03-26T18:18:47  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:18:49  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:18:49  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:18:49  clouds_decoded.project               INFO        [albedo] Completed in 8.4s
+2026-03-26T18:18:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:19:08  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:19:08  clouds_decoded.project               INFO        [refocus] Completed in 19.3s
+2026-03-26T18:19:08  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:19:08  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:19:09  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:19:16  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:19:16  clouds_decoded.project               INFO        [cloud_properties] Completed in 8.2s
diff --git a/logs/S2B_MSIL1C_20171024T213919_N0500_R143_T02KNG_20230731T025747/pipeline.log b/logs/S2B_MSIL1C_20171024T213919_N0500_R143_T02KNG_20230731T025747/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..0dfb3a53a5801b1d23f5b9baa0d4c003c491dd0a
--- /dev/null
+++ b/logs/S2B_MSIL1C_20171024T213919_N0500_R143_T02KNG_20230731T025747/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T15:27:00.796645 ---
+2026-03-26T15:27:00  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:27:00  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20171024T213919_N0500_R143_T02KNG_20230731T025747
+2026-03-26T15:27:00  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:28:37  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:28:37  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:29:09  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 476147/3005586 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:29:10  clouds_decoded.project               INFO        [cloud_mask] Completed in 33.1s
+2026-03-26T15:29:13  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:29:34  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 23.9 seconds
+2026-03-26T15:29:37  clouds_decoded.project               INFO        [cloud_height] Completed in 26.9s
+2026-03-26T15:29:39  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 81.9%
+2026-03-26T15:29:42  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:29:44  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:29:44  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:29:44  clouds_decoded.project               INFO        [albedo] Completed in 7.0s
+2026-03-26T15:29:44  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:30:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:30:22  clouds_decoded.project               INFO        [refocus] Completed in 37.8s
+2026-03-26T15:30:22  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:30:22  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:30:23  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:30:30  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:30:31  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.3s
diff --git a/logs/S2B_MSIL1C_20171027T011719_N0500_R031_T54SVC_20231012T225049/pipeline.log b/logs/S2B_MSIL1C_20171027T011719_N0500_R031_T54SVC_20231012T225049/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..4ba610e2b1839e540f66374bfbd3ecd68bdb768d
--- /dev/null
+++ b/logs/S2B_MSIL1C_20171027T011719_N0500_R031_T54SVC_20231012T225049/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:59:58.616655 ---
+2026-03-26T22:59:58  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:59:58  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20171027T011719_N0500_R031_T54SVC_20231012T225049
+2026-03-26T22:59:58  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:02:05  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:02:11  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:02:30  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1615377/3092107 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:02:31  clouds_decoded.project               INFO        [cloud_mask] Completed in 25.8s
+2026-03-26T23:02:58  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:02:59  clouds_decoded.sliding_window        INFO      Sliding window: skipping 78/484 windows (no True pixels in skip_mask)
+2026-03-26T23:03:18  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 21.6 seconds
+2026-03-26T23:03:21  clouds_decoded.project               INFO        [cloud_height] Completed in 25.0s
+2026-03-26T23:03:22  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 79.5%
+2026-03-26T23:03:25  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:03:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:03:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:03:29  clouds_decoded.project               INFO        [albedo] Completed in 7.7s
+2026-03-26T23:03:29  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:03:58  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:03:58  clouds_decoded.project               INFO        [refocus] Completed in 29.4s
+2026-03-26T23:03:58  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:03:59  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:03:59  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:04:05  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:04:06  clouds_decoded.project               INFO        [cloud_properties] Completed in 7.9s
diff --git a/logs/S2B_MSIL1C_20171110T143729_N0500_R096_T21PTT_20230721T120546/pipeline.log b/logs/S2B_MSIL1C_20171110T143729_N0500_R096_T21PTT_20230721T120546/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..f2cbd6bd61705f063e154822ead538b156713d18
--- /dev/null
+++ b/logs/S2B_MSIL1C_20171110T143729_N0500_R096_T21PTT_20230721T120546/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:53:40.773275 ---
+2026-03-26T19:53:40  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:53:40  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20171110T143729_N0500_R096_T21PTT_20230721T120546
+2026-03-26T19:53:40  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:56:35  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:56:35  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:57:16  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 963908/3904297 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:57:17  clouds_decoded.project               INFO        [cloud_mask] Completed in 42.3s
+2026-03-26T19:57:20  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:57:47  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 30.2 seconds
+2026-03-26T19:58:22  clouds_decoded.project               INFO        [cloud_height] Completed in 64.4s
+2026-03-26T19:58:26  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 79.4%
+2026-03-26T19:58:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:58:32  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:58:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:58:33  clouds_decoded.project               INFO        [albedo] Completed in 11.4s
+2026-03-26T19:58:33  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:00:31  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:00:31  clouds_decoded.project               INFO        [refocus] Completed in 118.0s
+2026-03-26T20:00:31  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:00:31  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:00:33  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:00:37  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:00:38  clouds_decoded.project               INFO        [cloud_properties] Completed in 7.1s
diff --git a/logs/S2B_MSIL1C_20171215T183749_N0500_R027_T11RLP_20230828T060108/pipeline.log b/logs/S2B_MSIL1C_20171215T183749_N0500_R027_T11RLP_20230828T060108/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..d46563afdd69fe0a8da209c3fa4655263e483441
--- /dev/null
+++ b/logs/S2B_MSIL1C_20171215T183749_N0500_R027_T11RLP_20230828T060108/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T18:16:49.630406 ---
+2026-03-26T18:16:49  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:16:49  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20171215T183749_N0500_R027_T11RLP_20230828T060108
+2026-03-26T18:16:49  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:18:57  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:18:58  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:19:29  clouds_decoded.project               INFO        [cloud_mask] Completed in 32.0s
+2026-03-26T18:19:32  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:19:32  clouds_decoded.sliding_window        INFO      Sliding window: skipping 445/484 windows (no True pixels in skip_mask)
+2026-03-26T18:19:34  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 5.1 seconds
+2026-03-26T18:19:39  clouds_decoded.project               INFO        [cloud_height] Completed in 9.7s
+2026-03-26T18:19:40  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 98.1%
+2026-03-26T18:19:44  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:19:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:19:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:19:47  clouds_decoded.project               INFO        [albedo] Completed in 7.6s
+2026-03-26T18:19:47  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:20:05  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:20:05  clouds_decoded.project               INFO        [refocus] Completed in 18.0s
+2026-03-26T18:20:05  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:20:05  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:20:06  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:20:11  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:20:12  clouds_decoded.project               INFO        [cloud_properties] Completed in 7.2s
diff --git a/logs/S2B_MSIL1C_20171220T143739_N0500_R096_T21PTT_20230913T151301/pipeline.log b/logs/S2B_MSIL1C_20171220T143739_N0500_R096_T21PTT_20230913T151301/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..ae2227b9c5a1d2e0f17e1486b37200f14b220625
--- /dev/null
+++ b/logs/S2B_MSIL1C_20171220T143739_N0500_R096_T21PTT_20230913T151301/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:54:53.760153 ---
+2026-03-26T19:54:53  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:54:53  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20171220T143739_N0500_R096_T21PTT_20230913T151301
+2026-03-26T19:54:53  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:57:17  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:57:18  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:58:25  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1248422/5250207 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:58:27  clouds_decoded.project               INFO        [cloud_mask] Completed in 69.7s
+2026-03-26T19:58:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:59:00  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 33.2 seconds
+2026-03-26T19:59:21  clouds_decoded.project               INFO        [cloud_height] Completed in 53.7s
+2026-03-26T19:59:34  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 79.1%
+2026-03-26T19:59:59  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T20:00:13  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T20:00:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T20:00:14  clouds_decoded.project               INFO        [albedo] Completed in 53.2s
+2026-03-26T20:00:14  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:01:32  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:01:32  clouds_decoded.project               INFO        [refocus] Completed in 78.4s
+2026-03-26T20:01:32  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:01:33  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:01:34  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:01:52  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:01:53  clouds_decoded.project               INFO        [cloud_properties] Completed in 20.4s
diff --git a/logs/S2B_MSIL1C_20171223T213919_N0500_R143_T02KNG_20230719T185602/pipeline.log b/logs/S2B_MSIL1C_20171223T213919_N0500_R143_T02KNG_20230719T185602/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..26eac41134e47fd669b29b5377ab43c6ea2fa7fc
--- /dev/null
+++ b/logs/S2B_MSIL1C_20171223T213919_N0500_R143_T02KNG_20230719T185602/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:28:04.684861 ---
+2026-03-26T15:28:04  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:28:04  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20171223T213919_N0500_R143_T02KNG_20230719T185602
+2026-03-26T15:28:04  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:29:42  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:29:42  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:30:14  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1730987/1750878 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:30:15  clouds_decoded.project               INFO        [cloud_mask] Completed in 33.1s
+2026-03-26T15:30:18  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:30:42  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 27.2 seconds
+2026-03-26T15:30:49  clouds_decoded.project               INFO        [cloud_height] Completed in 33.7s
+2026-03-26T15:30:50  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.1%
+2026-03-26T15:30:50  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.1% < threshold 5%. Running fallback.
+2026-03-26T15:30:50  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T15:30:50  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T15:30:50  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T15:30:51  clouds_decoded.project               INFO        [albedo] Completed in 1.6s
+2026-03-26T15:30:58  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:31:55  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:31:55  clouds_decoded.project               INFO        [refocus] Completed in 56.4s
+2026-03-26T15:31:55  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:31:55  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:31:56  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:32:08  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:32:11  clouds_decoded.project               INFO        [cloud_properties] Completed in 16.5s
diff --git a/logs/S2B_MSIL1C_20171226T012039_N0500_R031_T54SVC_20230806T202506/pipeline.log b/logs/S2B_MSIL1C_20171226T012039_N0500_R031_T54SVC_20230806T202506/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..3772b0e79b5ba8e2cc27203f3cf10ff4324f3dfd
--- /dev/null
+++ b/logs/S2B_MSIL1C_20171226T012039_N0500_R031_T54SVC_20230806T202506/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T23:01:11.577375 ---
+2026-03-26T23:01:11  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:01:11  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20171226T012039_N0500_R031_T54SVC_20230806T202506
+2026-03-26T23:01:11  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:03:24  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:03:24  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:03:56  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 8615622/11215039 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:03:57  clouds_decoded.project               INFO        [cloud_mask] Completed in 32.9s
+2026-03-26T23:03:59  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:04:21  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 24.2 seconds
+2026-03-26T23:04:24  clouds_decoded.project               INFO        [cloud_height] Completed in 27.6s
+2026-03-26T23:04:26  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 19.6%
+2026-03-26T23:04:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:04:30  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:04:30  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:04:31  clouds_decoded.project               INFO        [albedo] Completed in 6.3s
+2026-03-26T23:04:31  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:05:10  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:05:10  clouds_decoded.project               INFO        [refocus] Completed in 39.3s
+2026-03-26T23:05:10  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:05:10  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:05:11  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:05:17  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:05:21  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.6s
diff --git a/logs/S2B_MSIL1C_20180104T183739_N0500_R027_T11RLP_20230717T080548/pipeline.log b/logs/S2B_MSIL1C_20180104T183739_N0500_R027_T11RLP_20230717T080548/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..fdda1d1372f566ba44e8799bd91fe851bfde93e7
--- /dev/null
+++ b/logs/S2B_MSIL1C_20180104T183739_N0500_R027_T11RLP_20230717T080548/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:17:55.952905 ---
+2026-03-26T18:17:55  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:17:55  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20180104T183739_N0500_R027_T11RLP_20230717T080548
+2026-03-26T18:17:55  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:19:29  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:19:30  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:19:59  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 676720/765209 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:20:00  clouds_decoded.project               INFO        [cloud_mask] Completed in 30.8s
+2026-03-26T18:20:03  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:20:03  clouds_decoded.sliding_window        INFO      Sliding window: skipping 314/484 windows (no True pixels in skip_mask)
+2026-03-26T18:20:11  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 11.5 seconds
+2026-03-26T18:20:16  clouds_decoded.project               INFO        [cloud_height] Completed in 16.0s
+2026-03-26T18:20:18  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 72.3%
+2026-03-26T18:20:22  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:20:23  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:20:24  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:20:24  clouds_decoded.project               INFO        [albedo] Completed in 8.0s
+2026-03-26T18:20:24  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:20:53  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:20:53  clouds_decoded.project               INFO        [refocus] Completed in 29.5s
+2026-03-26T18:20:54  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:20:54  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:20:54  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:20:56  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:20:56  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.0s
diff --git a/logs/S2B_MSIL1C_20180109T143749_N0500_R096_T21PTT_20230907T000615/pipeline.log b/logs/S2B_MSIL1C_20180109T143749_N0500_R096_T21PTT_20230907T000615/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..230f2ff2ddf5fcd5b3ad1460a8d1cbfedaa9ccba
--- /dev/null
+++ b/logs/S2B_MSIL1C_20180109T143749_N0500_R096_T21PTT_20230907T000615/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:55:33.979719 ---
+2026-03-26T19:55:33  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:55:33  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20180109T143749_N0500_R096_T21PTT_20230907T000615
+2026-03-26T19:55:33  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:58:27  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:58:27  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:59:55  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3360651/5791137 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T20:00:13  clouds_decoded.project               INFO        [cloud_mask] Completed in 106.1s
+2026-03-26T20:00:29  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T20:00:52  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 38.8 seconds
+2026-03-26T20:01:18  clouds_decoded.project               INFO        [cloud_height] Completed in 65.2s
+2026-03-26T20:01:21  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 42.3%
+2026-03-26T20:01:30  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T20:01:32  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T20:01:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T20:01:33  clouds_decoded.project               INFO        [albedo] Completed in 14.8s
+2026-03-26T20:01:33  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:05:19  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:05:19  clouds_decoded.project               INFO        [refocus] Completed in 225.7s
+2026-03-26T20:05:19  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:05:19  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:05:19  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:05:30  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:05:32  clouds_decoded.project               INFO        [cloud_properties] Completed in 13.2s
diff --git a/logs/S2B_MSIL1C_20180213T183449_N0500_R027_T11RLP_20230802T185433/pipeline.log b/logs/S2B_MSIL1C_20180213T183449_N0500_R027_T11RLP_20230802T185433/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..0b25fad93608efffee7e17592fd038411eacf6a5
--- /dev/null
+++ b/logs/S2B_MSIL1C_20180213T183449_N0500_R027_T11RLP_20230802T185433/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:18:32.429430 ---
+2026-03-26T18:18:32  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:18:32  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20180213T183449_N0500_R027_T11RLP_20230802T185433
+2026-03-26T18:18:32  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:20:00  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:20:00  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:20:27  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4287085/4946384 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:20:28  clouds_decoded.project               INFO        [cloud_mask] Completed in 28.5s
+2026-03-26T18:20:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:20:31  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T18:20:53  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 24.6 seconds
+2026-03-26T18:20:57  clouds_decoded.project               INFO        [cloud_height] Completed in 28.3s
+2026-03-26T18:20:59  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 14.8%
+2026-03-26T18:21:01  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:21:02  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:21:03  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:21:03  clouds_decoded.project               INFO        [albedo] Completed in 6.0s
+2026-03-26T18:21:03  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:21:36  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:21:36  clouds_decoded.project               INFO        [refocus] Completed in 33.0s
+2026-03-26T18:21:36  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:21:36  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:21:36  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:21:38  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:21:40  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.0s
diff --git a/logs/S2B_MSIL1C_20180214T011729_N0500_R031_T54SVC_20230717T045722/pipeline.log b/logs/S2B_MSIL1C_20180214T011729_N0500_R031_T54SVC_20230717T045722/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..c0258b1a02f8d6ad0708e8f5d7ee317499de766a
--- /dev/null
+++ b/logs/S2B_MSIL1C_20180214T011729_N0500_R031_T54SVC_20230717T045722/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T23:02:31.678675 ---
+2026-03-26T23:02:31  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:02:31  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20180214T011729_N0500_R031_T54SVC_20230717T045722
+2026-03-26T23:02:31  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:04:30  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:04:30  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:05:04  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 7169560/10664202 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:05:05  clouds_decoded.project               INFO        [cloud_mask] Completed in 35.5s
+2026-03-26T23:05:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:05:32  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 26.9 seconds
+2026-03-26T23:05:36  clouds_decoded.project               INFO        [cloud_height] Completed in 30.8s
+2026-03-26T23:05:40  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 34.0%
+2026-03-26T23:05:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:05:45  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:05:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:05:46  clouds_decoded.project               INFO        [albedo] Completed in 9.8s
+2026-03-26T23:05:46  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:06:55  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:06:55  clouds_decoded.project               INFO        [refocus] Completed in 68.7s
+2026-03-26T23:06:55  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:06:55  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:06:57  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:07:04  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:07:06  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.5s
diff --git a/logs/S2B_MSIL1C_20180218T143749_N0500_R096_T21PTT_20230731T174401/pipeline.log b/logs/S2B_MSIL1C_20180218T143749_N0500_R096_T21PTT_20230731T174401/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..2944695a9b18b247f7a629e730ff4730b5947baf
--- /dev/null
+++ b/logs/S2B_MSIL1C_20180218T143749_N0500_R096_T21PTT_20230731T174401/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:56:35.337074 ---
+2026-03-26T19:56:35  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:56:35  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20180218T143749_N0500_R096_T21PTT_20230731T174401
+2026-03-26T19:56:35  clouds_decoded.project               INFO      ============================================================
+2026-03-26T20:00:13  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T20:00:14  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T20:00:37  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3149779/5260931 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T20:00:43  clouds_decoded.project               INFO        [cloud_mask] Completed in 30.1s
+2026-03-26T20:01:24  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T20:01:55  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 37.3 seconds
+2026-03-26T20:01:59  clouds_decoded.project               INFO        [cloud_height] Completed in 40.8s
+2026-03-26T20:02:10  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 41.4%
+2026-03-26T20:02:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T20:04:52  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T20:04:52  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T20:04:54  clouds_decoded.project               INFO        [albedo] Completed in 174.3s
+2026-03-26T20:04:54  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:07:46  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:07:46  clouds_decoded.project               INFO        [refocus] Completed in 172.9s
+2026-03-26T20:07:47  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:07:47  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:07:48  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:08:16  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:08:17  clouds_decoded.project               INFO        [cloud_properties] Completed in 30.8s
diff --git a/logs/S2B_MSIL1C_20180221T213919_N0500_R143_T02KNG_20230715T052505/pipeline.log b/logs/S2B_MSIL1C_20180221T213919_N0500_R143_T02KNG_20230715T052505/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..04db9687d185091079990ece48ad21349cee4102
--- /dev/null
+++ b/logs/S2B_MSIL1C_20180221T213919_N0500_R143_T02KNG_20230715T052505/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T15:29:10.669599 ---
+2026-03-26T15:29:10  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:29:10  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20180221T213919_N0500_R143_T02KNG_20230715T052505
+2026-03-26T15:29:10  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:30:52  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:30:52  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:31:48  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2349812/3755221 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:31:49  clouds_decoded.project               INFO        [cloud_mask] Completed in 57.6s
+2026-03-26T15:31:52  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:32:29  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 39.5 seconds
+2026-03-26T15:32:52  clouds_decoded.project               INFO        [cloud_height] Completed in 62.3s
+2026-03-26T15:32:53  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 34.9%
+2026-03-26T15:32:56  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:32:58  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:32:59  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:32:59  clouds_decoded.project               INFO        [albedo] Completed in 7.4s
+2026-03-26T15:33:01  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:34:08  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:34:08  clouds_decoded.project               INFO        [refocus] Completed in 66.1s
+2026-03-26T15:34:08  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:34:08  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:34:09  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:34:21  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:34:22  clouds_decoded.project               INFO        [cloud_properties] Completed in 14.8s
diff --git a/logs/S2B_MSIL1C_20180306T011649_N0500_R031_T54SVC_20230706T002200/pipeline.log b/logs/S2B_MSIL1C_20180306T011649_N0500_R031_T54SVC_20230706T002200/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..f14a7a22d3b324987b3381a3ef4c44fbaa128ff4
--- /dev/null
+++ b/logs/S2B_MSIL1C_20180306T011649_N0500_R031_T54SVC_20230706T002200/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T23:03:24.259663 ---
+2026-03-26T23:03:24  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:03:24  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20180306T011649_N0500_R031_T54SVC_20230706T002200
+2026-03-26T23:03:24  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:05:05  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:05:05  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:05:41  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2583564/2585915 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:05:42  clouds_decoded.project               INFO        [cloud_mask] Completed in 37.3s
+2026-03-26T23:05:45  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:06:21  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 38.9 seconds
+2026-03-26T23:06:39  clouds_decoded.project               INFO        [cloud_height] Completed in 56.7s
+2026-03-26T23:06:40  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T23:06:40  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T23:06:40  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T23:06:41  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T23:06:41  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T23:06:41  clouds_decoded.project               INFO        [albedo] Completed in 1.8s
+2026-03-26T23:06:41  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:07:20  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:07:20  clouds_decoded.project               INFO        [refocus] Completed in 39.6s
+2026-03-26T23:07:20  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:07:21  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:07:21  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:07:23  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:07:25  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.4s
diff --git a/logs/S2B_MSIL1C_20180320T143749_N0500_R096_T21PTT_20230729T082832/pipeline.log b/logs/S2B_MSIL1C_20180320T143749_N0500_R096_T21PTT_20230729T082832/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..02ab1514426b4414998a9d485d205aa4ef79594e
--- /dev/null
+++ b/logs/S2B_MSIL1C_20180320T143749_N0500_R096_T21PTT_20230729T082832/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:57:17.684736 ---
+2026-03-26T19:57:17  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:57:17  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20180320T143749_N0500_R096_T21PTT_20230729T082832
+2026-03-26T19:57:17  clouds_decoded.project               INFO      ============================================================
+2026-03-26T20:00:43  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T20:01:09  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T20:01:30  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1051662/3346349 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T20:01:32  clouds_decoded.project               INFO        [cloud_mask] Completed in 49.4s
+2026-03-26T20:04:35  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T20:04:53  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 173.5 seconds
+2026-03-26T20:05:16  clouds_decoded.project               INFO        [cloud_height] Completed in 197.0s
+2026-03-26T20:05:19  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 74.4%
+2026-03-26T20:05:22  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T20:07:42  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T20:07:42  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T20:07:43  clouds_decoded.project               INFO        [albedo] Completed in 146.4s
+2026-03-26T20:07:43  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:10:13  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:10:13  clouds_decoded.project               INFO        [refocus] Completed in 150.5s
+2026-03-26T20:10:13  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:10:14  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:10:15  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:10:25  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:10:26  clouds_decoded.project               INFO        [cloud_properties] Completed in 12.8s
diff --git a/logs/S2B_MSIL1C_20180409T143749_N0500_R096_T21PTT_20230726T105152/pipeline.log b/logs/S2B_MSIL1C_20180409T143749_N0500_R096_T21PTT_20230726T105152/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..557b38a168496dac6cb4bd9eb7d246e81e70e8ce
--- /dev/null
+++ b/logs/S2B_MSIL1C_20180409T143749_N0500_R096_T21PTT_20230726T105152/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:58:27.374971 ---
+2026-03-26T19:58:27  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:58:27  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20180409T143749_N0500_R096_T21PTT_20230726T105152
+2026-03-26T19:58:27  clouds_decoded.project               INFO      ============================================================
+2026-03-26T20:01:32  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T20:01:33  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T20:02:18  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1735525/4532753 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T20:02:39  clouds_decoded.project               INFO        [cloud_mask] Completed in 66.2s
+2026-03-26T20:05:20  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T20:05:20  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T20:06:26  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 69.7 seconds
+2026-03-26T20:07:31  clouds_decoded.project               INFO        [cloud_height] Completed in 134.2s
+2026-03-26T20:07:46  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 69.2%
+2026-03-26T20:07:55  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T20:09:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T20:09:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T20:09:37  clouds_decoded.project               INFO        [albedo] Completed in 114.2s
+2026-03-26T20:09:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:10:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:10:49  clouds_decoded.project               INFO        [refocus] Completed in 72.0s
+2026-03-26T20:10:49  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:10:49  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:10:50  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:11:06  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:11:08  clouds_decoded.project               INFO        [cloud_properties] Completed in 19.1s
diff --git a/logs/S2B_MSIL1C_20180522T213929_N0500_R143_T02KNG_20230812T021127/pipeline.log b/logs/S2B_MSIL1C_20180522T213929_N0500_R143_T02KNG_20230812T021127/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..c14cf86144c5e4ebda2a2adbb062e4f11ed26388
--- /dev/null
+++ b/logs/S2B_MSIL1C_20180522T213929_N0500_R143_T02KNG_20230812T021127/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:30:52.101339 ---
+2026-03-26T15:30:52  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:30:52  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20180522T213929_N0500_R143_T02KNG_20230812T021127
+2026-03-26T15:30:52  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:34:00  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:34:01  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:35:10  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1782409/2842302 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:35:11  clouds_decoded.project               INFO        [cloud_mask] Completed in 70.7s
+2026-03-26T15:35:13  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:35:13  clouds_decoded.sliding_window        INFO      Sliding window: skipping 31/484 windows (no True pixels in skip_mask)
+2026-03-26T15:35:36  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 24.9 seconds
+2026-03-26T15:35:40  clouds_decoded.project               INFO        [cloud_height] Completed in 29.4s
+2026-03-26T15:35:47  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 63.7%
+2026-03-26T15:35:55  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:35:57  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:35:58  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:35:58  clouds_decoded.project               INFO        [albedo] Completed in 17.9s
+2026-03-26T15:36:01  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:37:52  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:37:52  clouds_decoded.project               INFO        [refocus] Completed in 111.1s
+2026-03-26T15:37:52  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:37:53  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:37:54  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:38:06  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:38:07  clouds_decoded.project               INFO        [cloud_properties] Completed in 14.3s
diff --git a/logs/S2B_MSIL1C_20180603T182919_N0500_R027_T11RLP_20230819T124755/pipeline.log b/logs/S2B_MSIL1C_20180603T182919_N0500_R027_T11RLP_20230819T124755/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..b1b7fd51fa578748701f0551ef3e959f940f24e2
--- /dev/null
+++ b/logs/S2B_MSIL1C_20180603T182919_N0500_R027_T11RLP_20230819T124755/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:20:28.921005 ---
+2026-03-26T18:20:28  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:20:28  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20180603T182919_N0500_R027_T11RLP_20230819T124755
+2026-03-26T18:20:28  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:22:28  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:22:28  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:23:49  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3343438/3437072 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:24:11  clouds_decoded.project               INFO        [cloud_mask] Completed in 103.2s
+2026-03-26T18:24:17  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:24:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 32.8 seconds
+2026-03-26T18:24:48  clouds_decoded.project               INFO        [cloud_height] Completed in 36.6s
+2026-03-26T18:24:50  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 1.4%
+2026-03-26T18:24:50  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 1.4% < threshold 5%. Running fallback.
+2026-03-26T18:24:50  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:24:50  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:24:50  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:24:50  clouds_decoded.project               INFO        [albedo] Completed in 2.9s
+2026-03-26T18:24:50  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:25:11  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:25:11  clouds_decoded.project               INFO        [refocus] Completed in 20.0s
+2026-03-26T18:25:11  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:25:11  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:25:11  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:25:15  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:25:18  clouds_decoded.project               INFO        [cloud_properties] Completed in 7.9s
diff --git a/logs/S2B_MSIL1C_20180611T213929_N0500_R143_T02KNG_20230628T204626/pipeline.log b/logs/S2B_MSIL1C_20180611T213929_N0500_R143_T02KNG_20230628T204626/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..d416a9f1b15f8c237584532864ad7596441ed73f
--- /dev/null
+++ b/logs/S2B_MSIL1C_20180611T213929_N0500_R143_T02KNG_20230628T204626/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:31:49.741966 ---
+2026-03-26T15:31:49  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:31:49  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20180611T213929_N0500_R143_T02KNG_20230628T204626
+2026-03-26T15:31:49  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:35:11  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:35:11  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:35:54  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2116853/3663851 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:35:55  clouds_decoded.project               INFO        [cloud_mask] Completed in 43.9s
+2026-03-26T15:35:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:35:58  clouds_decoded.sliding_window        INFO      Sliding window: skipping 7/484 windows (no True pixels in skip_mask)
+2026-03-26T15:36:32  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 37.4 seconds
+2026-03-26T15:36:36  clouds_decoded.project               INFO        [cloud_height] Completed in 41.5s
+2026-03-26T15:36:56  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 51.7%
+2026-03-26T15:37:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:37:48  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:37:48  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:37:48  clouds_decoded.project               INFO        [albedo] Completed in 71.5s
+2026-03-26T15:37:52  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:39:14  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:39:14  clouds_decoded.project               INFO        [refocus] Completed in 81.3s
+2026-03-26T15:39:14  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:39:14  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:39:15  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:39:27  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:39:28  clouds_decoded.project               INFO        [cloud_properties] Completed in 13.9s
diff --git a/logs/S2B_MSIL1C_20180614T011649_N0500_R031_T54SVC_20230825T231241/pipeline.log b/logs/S2B_MSIL1C_20180614T011649_N0500_R031_T54SVC_20230825T231241/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..03770af2773354de903382a0c041dec8f592b57f
--- /dev/null
+++ b/logs/S2B_MSIL1C_20180614T011649_N0500_R031_T54SVC_20230825T231241/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T23:05:05.495601 ---
+2026-03-26T23:05:05  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:05:05  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20180614T011649_N0500_R031_T54SVC_20230825T231241
+2026-03-26T23:05:05  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:07:25  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:07:26  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:08:26  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 860670/1261318 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:08:29  clouds_decoded.project               INFO        [cloud_mask] Completed in 63.9s
+2026-03-26T23:08:37  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:08:37  clouds_decoded.sliding_window        INFO      Sliding window: skipping 148/484 windows (no True pixels in skip_mask)
+2026-03-26T23:09:00  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 31.0 seconds
+2026-03-26T23:09:04  clouds_decoded.project               INFO        [cloud_height] Completed in 35.0s
+2026-03-26T23:09:05  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 70.2%
+2026-03-26T23:09:09  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:09:12  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:09:12  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:09:13  clouds_decoded.project               INFO        [albedo] Completed in 9.1s
+2026-03-26T23:09:13  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:10:13  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:10:13  clouds_decoded.project               INFO        [refocus] Completed in 60.0s
+2026-03-26T23:10:13  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:10:13  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:10:14  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:10:22  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:10:23  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.7s
diff --git a/logs/S2B_MSIL1C_20180618T143749_N0500_R096_T21PTT_20230816T232556/pipeline.log b/logs/S2B_MSIL1C_20180618T143749_N0500_R096_T21PTT_20230816T232556/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..593601e6b638df7ad074bdcb93b25a87c92809fa
--- /dev/null
+++ b/logs/S2B_MSIL1C_20180618T143749_N0500_R096_T21PTT_20230816T232556/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T20:00:43.520004 ---
+2026-03-26T20:00:43  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T20:00:43  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20180618T143749_N0500_R096_T21PTT_20230816T232556
+2026-03-26T20:00:43  clouds_decoded.project               INFO      ============================================================
+2026-03-26T20:05:20  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T20:05:21  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T20:07:42  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2160056/2793255 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T20:07:43  clouds_decoded.project               INFO        [cloud_mask] Completed in 143.2s
+2026-03-26T20:10:11  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T20:10:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 67.9 seconds
+2026-03-26T20:10:48  clouds_decoded.project               INFO        [cloud_height] Completed in 71.6s
+2026-03-26T20:10:51  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 19.2%
+2026-03-26T20:11:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T20:11:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T20:11:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T20:11:14  clouds_decoded.project               INFO        [albedo] Completed in 25.6s
+2026-03-26T20:11:14  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:11:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:11:49  clouds_decoded.project               INFO        [refocus] Completed in 34.4s
+2026-03-26T20:11:49  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:11:50  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:11:51  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:12:06  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:12:08  clouds_decoded.project               INFO        [cloud_properties] Completed in 19.2s
diff --git a/logs/S2B_MSIL1C_20180731T213929_N0500_R143_T02KNG_20230628T070330/pipeline.log b/logs/S2B_MSIL1C_20180731T213929_N0500_R143_T02KNG_20230628T070330/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..edd03705734ee600f5d9f8372a476e4f7cba9153
--- /dev/null
+++ b/logs/S2B_MSIL1C_20180731T213929_N0500_R143_T02KNG_20230628T070330/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:32:54.601978 ---
+2026-03-26T15:32:54  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:32:54  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20180731T213929_N0500_R143_T02KNG_20230628T070330
+2026-03-26T15:32:54  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:35:55  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:35:55  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:37:34  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2674642/2692404 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:37:44  clouds_decoded.project               INFO        [cloud_mask] Completed in 109.6s
+2026-03-26T15:37:50  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:38:35  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 50.8 seconds
+2026-03-26T15:38:39  clouds_decoded.project               INFO        [cloud_height] Completed in 54.7s
+2026-03-26T15:38:56  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.5%
+2026-03-26T15:38:57  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.5% < threshold 5%. Running fallback.
+2026-03-26T15:38:57  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T15:38:57  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T15:38:57  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T15:38:57  clouds_decoded.project               INFO        [albedo] Completed in 17.6s
+2026-03-26T15:39:14  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:39:47  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:39:47  clouds_decoded.project               INFO        [refocus] Completed in 32.9s
+2026-03-26T15:39:47  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:39:47  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:39:48  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:40:06  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:40:08  clouds_decoded.project               INFO        [cloud_properties] Completed in 21.1s
diff --git a/logs/S2B_MSIL1C_20180823T011649_N0500_R031_T54SVC_20230821T202526/pipeline.log b/logs/S2B_MSIL1C_20180823T011649_N0500_R031_T54SVC_20230821T202526/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..267fe52721a0b0a54474ea92e9ff0a1b28b78dfe
--- /dev/null
+++ b/logs/S2B_MSIL1C_20180823T011649_N0500_R031_T54SVC_20230821T202526/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T23:06:44.428582 ---
+2026-03-26T23:06:44  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:06:44  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20180823T011649_N0500_R031_T54SVC_20230821T202526
+2026-03-26T23:06:44  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:09:05  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:09:06  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:10:05  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2330715/2897749 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:10:06  clouds_decoded.project               INFO        [cloud_mask] Completed in 61.0s
+2026-03-26T23:10:09  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:10:09  clouds_decoded.sliding_window        INFO      Sliding window: skipping 10/484 windows (no True pixels in skip_mask)
+2026-03-26T23:10:46  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 39.3 seconds
+2026-03-26T23:11:01  clouds_decoded.project               INFO        [cloud_height] Completed in 54.1s
+2026-03-26T23:11:02  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 49.4%
+2026-03-26T23:11:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:11:08  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:11:08  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:11:09  clouds_decoded.project               INFO        [albedo] Completed in 8.0s
+2026-03-26T23:11:09  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:12:25  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:12:25  clouds_decoded.project               INFO        [refocus] Completed in 76.6s
+2026-03-26T23:12:25  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:12:26  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:12:27  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:12:33  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:12:35  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.2s
diff --git a/logs/S2B_MSIL1C_20180909T213919_N0500_R143_T02KNG_20230622T153732/pipeline.log b/logs/S2B_MSIL1C_20180909T213919_N0500_R143_T02KNG_20230622T153732/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1364afb15cfaa6bbbe0082dc912527f08e452465
--- /dev/null
+++ b/logs/S2B_MSIL1C_20180909T213919_N0500_R143_T02KNG_20230622T153732/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:35:11.390091 ---
+2026-03-26T15:35:11  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:35:11  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20180909T213919_N0500_R143_T02KNG_20230622T153732
+2026-03-26T15:35:11  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:38:58  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:39:03  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:39:38  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1590703/2748083 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:39:39  clouds_decoded.project               INFO        [cloud_mask] Completed in 41.7s
+2026-03-26T15:39:42  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:39:42  clouds_decoded.sliding_window        INFO      Sliding window: skipping 6/484 windows (no True pixels in skip_mask)
+2026-03-26T15:40:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 29.0 seconds
+2026-03-26T15:40:12  clouds_decoded.project               INFO        [cloud_height] Completed in 32.8s
+2026-03-26T15:40:30  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 58.6%
+2026-03-26T15:40:52  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:40:57  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:40:57  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:40:57  clouds_decoded.project               INFO        [albedo] Completed in 45.3s
+2026-03-26T15:41:01  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:43:11  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:43:11  clouds_decoded.project               INFO        [refocus] Completed in 130.3s
+2026-03-26T15:43:11  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:43:12  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:43:13  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:43:23  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:43:24  clouds_decoded.project               INFO        [cloud_properties] Completed in 12.9s
diff --git a/logs/S2B_MSIL1C_20180912T011649_N0500_R031_T54SVC_20230707T053503/pipeline.log b/logs/S2B_MSIL1C_20180912T011649_N0500_R031_T54SVC_20230707T053503/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..9c543bfb78f317603149fe1ae0380341ce3e5f69
--- /dev/null
+++ b/logs/S2B_MSIL1C_20180912T011649_N0500_R031_T54SVC_20230707T053503/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T23:07:25.709219 ---
+2026-03-26T23:07:25  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:07:25  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20180912T011649_N0500_R031_T54SVC_20230707T053503
+2026-03-26T23:07:25  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:10:06  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:10:07  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:11:02  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4363111/5320375 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:11:03  clouds_decoded.project               INFO        [cloud_mask] Completed in 56.7s
+2026-03-26T23:11:06  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:11:37  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 34.3 seconds
+2026-03-26T23:12:16  clouds_decoded.project               INFO        [cloud_height] Completed in 72.9s
+2026-03-26T23:12:17  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 11.2%
+2026-03-26T23:12:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:12:24  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:12:25  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:12:25  clouds_decoded.project               INFO        [albedo] Completed in 9.4s
+2026-03-26T23:12:25  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:12:44  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:12:44  clouds_decoded.project               INFO        [refocus] Completed in 18.8s
+2026-03-26T23:12:44  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:12:44  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:12:45  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:12:46  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:12:48  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.1s
diff --git a/logs/S2B_MSIL1C_20181002T011649_N0500_R031_T54SVC_20230727T045110/pipeline.log b/logs/S2B_MSIL1C_20181002T011649_N0500_R031_T54SVC_20230727T045110/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..2ee6872a6c93a4754e51782373cbe8db6ae61581
--- /dev/null
+++ b/logs/S2B_MSIL1C_20181002T011649_N0500_R031_T54SVC_20230727T045110/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T23:08:29.569240 ---
+2026-03-26T23:08:29  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:08:29  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20181002T011649_N0500_R031_T54SVC_20230727T045110
+2026-03-26T23:08:29  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:11:03  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:11:04  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:12:17  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 67362/499060 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:12:18  clouds_decoded.project               INFO        [cloud_mask] Completed in 74.7s
+2026-03-26T23:12:21  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:12:21  clouds_decoded.sliding_window        INFO      Sliding window: skipping 262/484 windows (no True pixels in skip_mask)
+2026-03-26T23:12:32  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 14.4 seconds
+2026-03-26T23:12:36  clouds_decoded.project               INFO        [cloud_height] Completed in 18.0s
+2026-03-26T23:12:38  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 97.1%
+2026-03-26T23:12:41  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:12:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:12:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:12:43  clouds_decoded.project               INFO        [albedo] Completed in 7.5s
+2026-03-26T23:12:43  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:13:07  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:13:07  clouds_decoded.project               INFO        [refocus] Completed in 23.8s
+2026-03-26T23:13:07  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:13:08  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:13:09  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:13:13  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:13:13  clouds_decoded.project               INFO        [cloud_properties] Completed in 6.0s
diff --git a/logs/S2B_MSIL1C_20181021T183409_N0500_R027_T11RLP_20230818T210228/pipeline.log b/logs/S2B_MSIL1C_20181021T183409_N0500_R027_T11RLP_20230818T210228/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..436652198bb01c20436454cff8206c538953edce
--- /dev/null
+++ b/logs/S2B_MSIL1C_20181021T183409_N0500_R027_T11RLP_20230818T210228/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:24:11.420135 ---
+2026-03-26T18:24:11  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:24:11  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20181021T183409_N0500_R027_T11RLP_20230818T210228
+2026-03-26T18:24:11  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:26:13  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:26:17  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:26:42  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 8927416/9194563 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:26:47  clouds_decoded.project               INFO        [cloud_mask] Completed in 34.6s
+2026-03-26T18:27:20  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:27:20  clouds_decoded.sliding_window        INFO      Sliding window: skipping 2/484 windows (no True pixels in skip_mask)
+2026-03-26T18:27:42  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 54.7 seconds
+2026-03-26T18:27:46  clouds_decoded.project               INFO        [cloud_height] Completed in 59.0s
+2026-03-26T18:27:48  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 11.0%
+2026-03-26T18:27:51  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:27:53  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:27:53  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:27:53  clouds_decoded.project               INFO        [albedo] Completed in 6.8s
+2026-03-26T18:27:53  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:28:45  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:28:45  clouds_decoded.project               INFO        [refocus] Completed in 52.3s
+2026-03-26T18:28:45  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:28:46  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:28:46  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:28:59  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:29:01  clouds_decoded.project               INFO        [cloud_properties] Completed in 15.4s
diff --git a/logs/S2B_MSIL1C_20181026T143749_N0500_R096_T21PTT_20230728T043127/pipeline.log b/logs/S2B_MSIL1C_20181026T143749_N0500_R096_T21PTT_20230728T043127/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..d30419d637c45ff96f17058850c6504e827c2fc3
--- /dev/null
+++ b/logs/S2B_MSIL1C_20181026T143749_N0500_R096_T21PTT_20230728T043127/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T20:07:43.377745 ---
+2026-03-26T20:07:43  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T20:07:43  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20181026T143749_N0500_R096_T21PTT_20230728T043127
+2026-03-26T20:07:43  clouds_decoded.project               INFO      ============================================================
+2026-03-26T20:11:35  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T20:11:39  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T20:12:21  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 552661/2087120 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T20:12:22  clouds_decoded.project               INFO        [cloud_mask] Completed in 47.2s
+2026-03-26T20:12:26  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T20:12:26  clouds_decoded.sliding_window        INFO      Sliding window: skipping 86/484 windows (no True pixels in skip_mask)
+2026-03-26T20:13:09  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 46.7 seconds
+2026-03-26T20:13:12  clouds_decoded.project               INFO        [cloud_height] Completed in 49.6s
+2026-03-26T20:13:14  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 84.9%
+2026-03-26T20:13:20  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T20:13:23  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T20:13:24  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T20:13:25  clouds_decoded.project               INFO        [albedo] Completed in 12.0s
+2026-03-26T20:13:25  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:14:50  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:14:50  clouds_decoded.project               INFO        [refocus] Completed in 85.0s
+2026-03-26T20:14:50  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:14:50  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:14:51  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:14:58  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:14:59  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.2s
diff --git a/logs/S2B_MSIL1C_20181029T213929_N0500_R143_T02KNG_20230621T204729/pipeline.log b/logs/S2B_MSIL1C_20181029T213929_N0500_R143_T02KNG_20230621T204729/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..a542e0757b6e48837360937cc9a49792a2438709
--- /dev/null
+++ b/logs/S2B_MSIL1C_20181029T213929_N0500_R143_T02KNG_20230621T204729/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:35:55.322474 ---
+2026-03-26T15:35:55  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:35:55  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20181029T213929_N0500_R143_T02KNG_20230621T204729
+2026-03-26T15:35:55  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:39:39  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:39:40  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:40:26  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 900549/2274458 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:40:46  clouds_decoded.project               INFO        [cloud_mask] Completed in 66.6s
+2026-03-26T15:40:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:40:57  clouds_decoded.sliding_window        INFO      Sliding window: skipping 13/484 windows (no True pixels in skip_mask)
+2026-03-26T15:41:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 41.1 seconds
+2026-03-26T15:41:31  clouds_decoded.project               INFO        [cloud_height] Completed in 45.0s
+2026-03-26T15:41:50  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 68.1%
+2026-03-26T15:42:55  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:43:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:43:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:43:07  clouds_decoded.project               INFO        [albedo] Completed in 95.6s
+2026-03-26T15:43:11  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:45:32  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:45:32  clouds_decoded.project               INFO        [refocus] Completed in 141.0s
+2026-03-26T15:45:32  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:45:33  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:45:34  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:45:45  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:45:46  clouds_decoded.project               INFO        [cloud_properties] Completed in 13.9s
diff --git a/logs/S2B_MSIL1C_20181101T011759_N0500_R031_T54SVC_20230728T132404/pipeline.log b/logs/S2B_MSIL1C_20181101T011759_N0500_R031_T54SVC_20230728T132404/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..77559dd8fbd5413b52db194d3ba20be73db2aa73
--- /dev/null
+++ b/logs/S2B_MSIL1C_20181101T011759_N0500_R031_T54SVC_20230728T132404/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T23:09:05.964892 ---
+2026-03-26T23:09:05  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:09:05  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20181101T011759_N0500_R031_T54SVC_20230728T132404
+2026-03-26T23:09:05  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:12:18  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:12:18  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:12:46  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1513146/1513146 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:12:46  clouds_decoded.project               INFO        [cloud_mask] Completed in 28.6s
+2026-03-26T23:12:49  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:13:12  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 25.3 seconds
+2026-03-26T23:13:15  clouds_decoded.project               INFO        [cloud_height] Completed in 28.5s
+2026-03-26T23:13:17  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T23:13:17  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T23:13:17  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T23:13:17  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T23:13:17  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T23:13:17  clouds_decoded.project               INFO        [albedo] Completed in 1.8s
+2026-03-26T23:13:17  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:13:43  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:13:43  clouds_decoded.project               INFO        [refocus] Completed in 26.4s
+2026-03-26T23:13:43  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:13:44  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:13:44  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:13:46  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:13:48  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.6s
diff --git a/logs/S2B_MSIL1C_20181110T183609_N0500_R027_T11RLP_20230812T182703/pipeline.log b/logs/S2B_MSIL1C_20181110T183609_N0500_R027_T11RLP_20230812T182703/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..9d87698af6ae705089396ba12f3b27d0a7d58f24
--- /dev/null
+++ b/logs/S2B_MSIL1C_20181110T183609_N0500_R027_T11RLP_20230812T182703/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:24:59.360371 ---
+2026-03-26T18:24:59  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:24:59  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20181110T183609_N0500_R027_T11RLP_20230812T182703
+2026-03-26T18:24:59  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:26:47  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:27:16  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:27:51  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 303194/368295 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:27:52  clouds_decoded.project               INFO        [cloud_mask] Completed in 65.1s
+2026-03-26T18:27:55  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:27:55  clouds_decoded.sliding_window        INFO      Sliding window: skipping 252/484 windows (no True pixels in skip_mask)
+2026-03-26T18:28:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 17.8 seconds
+2026-03-26T18:28:38  clouds_decoded.project               INFO        [cloud_height] Completed in 45.2s
+2026-03-26T18:28:39  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 72.4%
+2026-03-26T18:28:44  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:28:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:28:47  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:28:47  clouds_decoded.project               INFO        [albedo] Completed in 9.7s
+2026-03-26T18:28:47  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:30:19  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:30:19  clouds_decoded.project               INFO        [refocus] Completed in 91.8s
+2026-03-26T18:30:19  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:30:20  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:30:20  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:30:24  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:30:25  clouds_decoded.project               INFO        [cloud_properties] Completed in 6.1s
diff --git a/logs/S2B_MSIL1C_20181118T213929_N0500_R143_T02KNG_20230617T035123/pipeline.log b/logs/S2B_MSIL1C_20181118T213929_N0500_R143_T02KNG_20230617T035123/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..7b0b927f4026715bb9c10f6a941976eac47f622c
--- /dev/null
+++ b/logs/S2B_MSIL1C_20181118T213929_N0500_R143_T02KNG_20230617T035123/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:37:44.937198 ---
+2026-03-26T15:37:44  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:37:44  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20181118T213929_N0500_R143_T02KNG_20230617T035123
+2026-03-26T15:37:44  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:40:46  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:40:54  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:41:30  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1482484/2039799 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:41:31  clouds_decoded.project               INFO        [cloud_mask] Completed in 45.5s
+2026-03-26T15:43:06  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:43:06  clouds_decoded.sliding_window        INFO      Sliding window: skipping 38/484 windows (no True pixels in skip_mask)
+2026-03-26T15:43:34  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 122.6 seconds
+2026-03-26T15:43:37  clouds_decoded.project               INFO        [cloud_height] Completed in 125.7s
+2026-03-26T15:44:15  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 53.6%
+2026-03-26T15:45:16  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:45:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:45:29  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:45:30  clouds_decoded.project               INFO        [albedo] Completed in 112.5s
+2026-03-26T15:45:32  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:46:12  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:46:12  clouds_decoded.project               INFO        [refocus] Completed in 40.2s
+2026-03-26T15:46:13  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:46:13  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:46:14  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:46:31  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:46:32  clouds_decoded.project               INFO        [cloud_properties] Completed in 19.6s
diff --git a/logs/S2B_MSIL1C_20181125T143749_N0500_R096_T21PTT_20230702T160331/pipeline.log b/logs/S2B_MSIL1C_20181125T143749_N0500_R096_T21PTT_20230702T160331/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1a0b84e8e625c4f3d8bf43d6dcc9b5049e6d4894
--- /dev/null
+++ b/logs/S2B_MSIL1C_20181125T143749_N0500_R096_T21PTT_20230702T160331/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T20:10:11.166979 ---
+2026-03-26T20:10:11  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T20:10:11  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20181125T143749_N0500_R096_T21PTT_20230702T160331
+2026-03-26T20:10:11  clouds_decoded.project               INFO      ============================================================
+2026-03-26T20:12:23  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T20:12:23  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T20:13:11  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 784198/3435294 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T20:13:12  clouds_decoded.project               INFO        [cloud_mask] Completed in 49.6s
+2026-03-26T20:13:15  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T20:13:15  clouds_decoded.sliding_window        INFO      Sliding window: skipping 10/484 windows (no True pixels in skip_mask)
+2026-03-26T20:14:13  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 60.2 seconds
+2026-03-26T20:14:43  clouds_decoded.project               INFO        [cloud_height] Completed in 90.9s
+2026-03-26T20:14:46  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 80.8%
+2026-03-26T20:14:53  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T20:14:55  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T20:14:56  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T20:14:56  clouds_decoded.project               INFO        [albedo] Completed in 12.3s
+2026-03-26T20:14:56  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:15:51  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:15:51  clouds_decoded.project               INFO        [refocus] Completed in 55.1s
+2026-03-26T20:15:51  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:15:51  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:15:52  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:15:55  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:15:55  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.4s
diff --git a/logs/S2B_MSIL1C_20181205T143749_N0500_R096_T21PTT_20230622T121633/pipeline.log b/logs/S2B_MSIL1C_20181205T143749_N0500_R096_T21PTT_20230622T121633/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..76b62fc53acf2866c6c0f0753d3d3d6bf66271b5
--- /dev/null
+++ b/logs/S2B_MSIL1C_20181205T143749_N0500_R096_T21PTT_20230622T121633/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T20:10:50.428238 ---
+2026-03-26T20:10:50  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T20:10:50  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20181205T143749_N0500_R096_T21PTT_20230622T121633
+2026-03-26T20:10:50  clouds_decoded.project               INFO      ============================================================
+2026-03-26T20:13:12  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T20:13:13  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T20:14:42  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1687440/5551697 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T20:14:43  clouds_decoded.project               INFO        [cloud_mask] Completed in 91.2s
+2026-03-26T20:14:47  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T20:15:09  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 25.8 seconds
+2026-03-26T20:15:14  clouds_decoded.project               INFO        [cloud_height] Completed in 30.3s
+2026-03-26T20:15:18  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 76.0%
+2026-03-26T20:15:20  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T20:15:23  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T20:15:23  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T20:15:23  clouds_decoded.project               INFO        [albedo] Completed in 9.3s
+2026-03-26T20:15:23  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:16:25  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:16:25  clouds_decoded.project               INFO        [refocus] Completed in 61.4s
+2026-03-26T20:16:25  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:16:25  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:16:26  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:16:45  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:16:46  clouds_decoded.project               INFO        [cloud_properties] Completed in 21.4s
diff --git a/logs/S2B_MSIL1C_20190104T143749_N0500_R096_T21PTT_20221129T192832/pipeline.log b/logs/S2B_MSIL1C_20190104T143749_N0500_R096_T21PTT_20221129T192832/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e8d90df94ba772f6490c1fd701f840a3a52e4542
--- /dev/null
+++ b/logs/S2B_MSIL1C_20190104T143749_N0500_R096_T21PTT_20221129T192832/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T20:11:35.788002 ---
+2026-03-26T20:11:35  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T20:11:35  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20190104T143749_N0500_R096_T21PTT_20221129T192832
+2026-03-26T20:11:35  clouds_decoded.project               INFO      ============================================================
+2026-03-26T20:14:43  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T20:14:44  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T20:15:19  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3344225/4068931 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T20:15:20  clouds_decoded.project               INFO        [cloud_mask] Completed in 37.0s
+2026-03-26T20:15:23  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T20:15:24  clouds_decoded.sliding_window        INFO      Sliding window: skipping 3/484 windows (no True pixels in skip_mask)
+2026-03-26T20:15:51  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 30.8 seconds
+2026-03-26T20:15:54  clouds_decoded.project               INFO        [cloud_height] Completed in 34.1s
+2026-03-26T20:16:05  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 20.7%
+2026-03-26T20:16:12  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T20:16:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T20:16:15  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T20:16:15  clouds_decoded.project               INFO        [albedo] Completed in 20.6s
+2026-03-26T20:16:15  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:17:12  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:17:12  clouds_decoded.project               INFO        [refocus] Completed in 56.1s
+2026-03-26T20:17:12  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:17:12  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:17:14  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:17:33  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:17:36  clouds_decoded.project               INFO        [cloud_properties] Completed in 24.0s
diff --git a/logs/S2B_MSIL1C_20190120T011959_N0500_R031_T54SVC_20221220T114835/pipeline.log b/logs/S2B_MSIL1C_20190120T011959_N0500_R031_T54SVC_20221220T114835/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..874cd21bc022b9b6f3259d4f1c63029562364028
--- /dev/null
+++ b/logs/S2B_MSIL1C_20190120T011959_N0500_R031_T54SVC_20221220T114835/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T23:11:03.643617 ---
+2026-03-26T23:11:03  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:11:03  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20190120T011959_N0500_R031_T54SVC_20221220T114835
+2026-03-26T23:11:03  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:13:19  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:13:20  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:13:52  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1543936/1543936 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:13:52  clouds_decoded.project               INFO        [cloud_mask] Completed in 33.4s
+2026-03-26T23:13:55  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:14:16  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 23.5 seconds
+2026-03-26T23:14:20  clouds_decoded.project               INFO        [cloud_height] Completed in 27.9s
+2026-03-26T23:14:22  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T23:14:22  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T23:14:22  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T23:14:22  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T23:14:22  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T23:14:22  clouds_decoded.project               INFO        [albedo] Completed in 1.8s
+2026-03-26T23:14:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:15:01  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:15:01  clouds_decoded.project               INFO        [refocus] Completed in 38.9s
+2026-03-26T23:15:01  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:15:01  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:15:03  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:15:09  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:15:12  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.7s
diff --git a/logs/S2B_MSIL1C_20190206T213929_N0500_R143_T02KNG_20221123T073254/pipeline.log b/logs/S2B_MSIL1C_20190206T213929_N0500_R143_T02KNG_20221123T073254/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..a4086f6846c8b8289ca63d780d8d3d2bb7054f35
--- /dev/null
+++ b/logs/S2B_MSIL1C_20190206T213929_N0500_R143_T02KNG_20221123T073254/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:40:46.416561 ---
+2026-03-26T15:40:46  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:40:46  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20190206T213929_N0500_R143_T02KNG_20221123T073254
+2026-03-26T15:40:46  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:46:04  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:46:04  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:46:42  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1835297/1843660 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:46:43  clouds_decoded.project               INFO        [cloud_mask] Completed in 39.3s
+2026-03-26T15:46:46  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:47:21  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 37.8 seconds
+2026-03-26T15:47:24  clouds_decoded.project               INFO        [cloud_height] Completed in 41.3s
+2026-03-26T15:47:27  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.1%
+2026-03-26T15:47:27  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.1% < threshold 5%. Running fallback.
+2026-03-26T15:47:27  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T15:47:30  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T15:47:30  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T15:47:34  clouds_decoded.project               INFO        [albedo] Completed in 9.3s
+2026-03-26T15:47:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:49:25  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:49:25  clouds_decoded.project               INFO        [refocus] Completed in 96.4s
+2026-03-26T15:49:26  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:49:26  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:49:27  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:49:35  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:49:38  clouds_decoded.project               INFO        [cloud_properties] Completed in 12.7s
diff --git a/logs/S2B_MSIL1C_20190228T183309_N0500_R027_T11RLP_20221128T052951/pipeline.log b/logs/S2B_MSIL1C_20190228T183309_N0500_R027_T11RLP_20221128T052951/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..681db9889505cbd2ded893c963ac4ce57cb47480
--- /dev/null
+++ b/logs/S2B_MSIL1C_20190228T183309_N0500_R027_T11RLP_20221128T052951/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T18:26:47.763489 ---
+2026-03-26T18:26:47  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:26:47  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20190228T183309_N0500_R027_T11RLP_20221128T052951
+2026-03-26T18:26:47  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:30:11  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:30:11  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:30:38  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1546591/1644912 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:30:39  clouds_decoded.project               INFO        [cloud_mask] Completed in 28.3s
+2026-03-26T18:30:41  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:31:03  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 23.6 seconds
+2026-03-26T18:31:06  clouds_decoded.project               INFO        [cloud_height] Completed in 26.7s
+2026-03-26T18:31:07  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 12.2%
+2026-03-26T18:31:10  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:31:12  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:31:12  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:31:12  clouds_decoded.project               INFO        [albedo] Completed in 6.3s
+2026-03-26T18:31:12  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:31:54  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:31:54  clouds_decoded.project               INFO        [refocus] Completed in 41.7s
+2026-03-26T18:31:54  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:31:54  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:31:55  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:32:09  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:32:12  clouds_decoded.project               INFO        [cloud_properties] Completed in 17.9s
diff --git a/logs/S2B_MSIL1C_20190301T011649_N0500_R031_T54SVC_20221112T035051/pipeline.log b/logs/S2B_MSIL1C_20190301T011649_N0500_R031_T54SVC_20221112T035051/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..38741379517cfa9aae5c48c40db4ca957fcca868
--- /dev/null
+++ b/logs/S2B_MSIL1C_20190301T011649_N0500_R031_T54SVC_20221112T035051/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T23:12:46.960824 ---
+2026-03-26T23:12:46  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:12:46  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20190301T011649_N0500_R031_T54SVC_20221112T035051
+2026-03-26T23:12:46  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:14:24  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:14:24  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:14:58  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1713186/1719976 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:14:59  clouds_decoded.project               INFO        [cloud_mask] Completed in 34.7s
+2026-03-26T23:15:01  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:15:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 26.8 seconds
+2026-03-26T23:15:29  clouds_decoded.project               INFO        [cloud_height] Completed in 30.3s
+2026-03-26T23:15:31  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.2%
+2026-03-26T23:15:31  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.2% < threshold 5%. Running fallback.
+2026-03-26T23:15:31  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T23:15:31  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T23:15:31  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T23:15:31  clouds_decoded.project               INFO        [albedo] Completed in 1.9s
+2026-03-26T23:15:31  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:15:57  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:15:57  clouds_decoded.project               INFO        [refocus] Completed in 26.4s
+2026-03-26T23:15:57  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:15:57  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:15:58  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:16:00  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:16:02  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.4s
diff --git a/logs/S2B_MSIL1C_20190308T213929_N0500_R143_T02KNG_20221112T053946/pipeline.log b/logs/S2B_MSIL1C_20190308T213929_N0500_R143_T02KNG_20221112T053946/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..205c84e8b355199b6e31fd96e7a3e0e9bbb481f3
--- /dev/null
+++ b/logs/S2B_MSIL1C_20190308T213929_N0500_R143_T02KNG_20221112T053946/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:41:31.888928 ---
+2026-03-26T15:41:31  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:41:31  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20190308T213929_N0500_R143_T02KNG_20221112T053946
+2026-03-26T15:41:31  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:46:43  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:46:44  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:47:24  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1165690/1172012 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:47:26  clouds_decoded.project               INFO        [cloud_mask] Completed in 43.4s
+2026-03-26T15:47:45  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:48:11  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 44.3 seconds
+2026-03-26T15:48:15  clouds_decoded.project               INFO        [cloud_height] Completed in 48.1s
+2026-03-26T15:48:22  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T15:48:22  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T15:48:22  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T15:48:24  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T15:48:24  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T15:48:28  clouds_decoded.project               INFO        [albedo] Completed in 13.9s
+2026-03-26T15:49:26  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:50:03  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:50:03  clouds_decoded.project               INFO        [refocus] Completed in 37.6s
+2026-03-26T15:50:03  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:50:04  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:50:12  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:50:25  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:50:27  clouds_decoded.project               INFO        [cloud_properties] Completed in 24.2s
diff --git a/logs/S2B_MSIL1C_20190315T143749_N0500_R096_T21PTT_20221109T200821/pipeline.log b/logs/S2B_MSIL1C_20190315T143749_N0500_R096_T21PTT_20221109T200821/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..3b0b4f34fe9b24643fd4ecd5fa9c07691a2e3c6c
--- /dev/null
+++ b/logs/S2B_MSIL1C_20190315T143749_N0500_R096_T21PTT_20221109T200821/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T20:13:12.590168 ---
+2026-03-26T20:13:12  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T20:13:12  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20190315T143749_N0500_R096_T21PTT_20221109T200821
+2026-03-26T20:13:12  clouds_decoded.project               INFO      ============================================================
+2026-03-26T20:15:55  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T20:16:05  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T20:16:47  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1039987/4183925 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T20:16:51  clouds_decoded.project               INFO        [cloud_mask] Completed in 56.1s
+2026-03-26T20:17:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T20:17:32  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 40.7 seconds
+2026-03-26T20:17:37  clouds_decoded.project               INFO        [cloud_height] Completed in 45.4s
+2026-03-26T20:17:54  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 75.3%
+2026-03-26T20:18:08  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T20:18:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T20:18:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T20:18:11  clouds_decoded.project               INFO        [albedo] Completed in 34.6s
+2026-03-26T20:18:11  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T20:18:39  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T20:18:39  clouds_decoded.project               INFO        [refocus] Completed in 28.2s
+2026-03-26T20:18:39  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T20:18:40  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T20:18:40  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T20:18:41  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T20:18:42  clouds_decoded.project               INFO        [cloud_properties] Completed in 2.2s
diff --git a/logs/S2B_MSIL1C_20190429T182929_N0500_R027_T11RLP_20221102T102624/pipeline.log b/logs/S2B_MSIL1C_20190429T182929_N0500_R027_T11RLP_20221102T102624/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..4297509a8f39d6ed7e4a311903fe5b9e334332ab
--- /dev/null
+++ b/logs/S2B_MSIL1C_20190429T182929_N0500_R027_T11RLP_20221102T102624/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T18:28:43.132212 ---
+2026-03-26T18:28:43  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:28:43  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20190429T182929_N0500_R027_T11RLP_20221102T102624
+2026-03-26T18:28:43  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:31:11  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:31:11  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:31:47  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2012280/2248627 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:31:48  clouds_decoded.project               INFO        [cloud_mask] Completed in 36.8s
+2026-03-26T18:31:51  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:32:13  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 25.3 seconds
+2026-03-26T18:32:18  clouds_decoded.project               INFO        [cloud_height] Completed in 30.0s
+2026-03-26T18:32:22  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 8.2%
+2026-03-26T18:32:25  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:32:27  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:32:27  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:32:27  clouds_decoded.project               INFO        [albedo] Completed in 9.5s
+2026-03-26T18:32:27  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:33:44  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:33:44  clouds_decoded.project               INFO        [refocus] Completed in 76.6s
+2026-03-26T18:33:44  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:33:44  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:33:46  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:33:54  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:33:55  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.2s
diff --git a/logs/S2B_MSIL1C_20190609T011659_N0500_R031_T54SVC_20230722T021321/pipeline.log b/logs/S2B_MSIL1C_20190609T011659_N0500_R031_T54SVC_20230722T021321/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..0a66750fe4aa117f0b6cb7a34efd8166ebd63ffa
--- /dev/null
+++ b/logs/S2B_MSIL1C_20190609T011659_N0500_R031_T54SVC_20230722T021321/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T23:14:24.455171 ---
+2026-03-26T23:14:24  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:14:24  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20190609T011659_N0500_R031_T54SVC_20230722T021321
+2026-03-26T23:14:24  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:16:06  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:16:07  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:17:07  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1408401/1452454 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:17:10  clouds_decoded.project               INFO        [cloud_mask] Completed in 63.6s
+2026-03-26T23:17:19  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:17:51  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 41.4 seconds
+2026-03-26T23:17:55  clouds_decoded.project               INFO        [cloud_height] Completed in 45.0s
+2026-03-26T23:17:57  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.8%
+2026-03-26T23:17:57  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.8% < threshold 5%. Running fallback.
+2026-03-26T23:17:57  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T23:17:57  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T23:17:57  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T23:17:58  clouds_decoded.project               INFO        [albedo] Completed in 2.6s
+2026-03-26T23:17:58  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:19:03  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:19:03  clouds_decoded.project               INFO        [refocus] Completed in 65.6s
+2026-03-26T23:19:03  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:19:04  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:19:05  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:19:18  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:19:21  clouds_decoded.project               INFO        [cloud_properties] Completed in 17.5s
diff --git a/logs/S2B_MSIL1C_20190708T182929_N0500_R027_T11RLP_20230629T125639/pipeline.log b/logs/S2B_MSIL1C_20190708T182929_N0500_R027_T11RLP_20230629T125639/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..aaa5ec9b9cb9db327b1417af94984de571ba3611
--- /dev/null
+++ b/logs/S2B_MSIL1C_20190708T182929_N0500_R027_T11RLP_20230629T125639/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:31:11.394467 ---
+2026-03-26T18:31:11  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:31:11  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20190708T182929_N0500_R027_T11RLP_20230629T125639
+2026-03-26T18:31:11  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:33:27  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:33:28  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:34:15  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 621247/626084 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:34:16  clouds_decoded.project               INFO        [cloud_mask] Completed in 48.3s
+2026-03-26T18:34:19  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:34:42  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 26.2 seconds
+2026-03-26T18:34:46  clouds_decoded.project               INFO        [cloud_height] Completed in 30.7s
+2026-03-26T18:34:49  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 2.8%
+2026-03-26T18:34:49  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 2.8% < threshold 5%. Running fallback.
+2026-03-26T18:34:49  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:34:49  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:34:49  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:34:49  clouds_decoded.project               INFO        [albedo] Completed in 2.5s
+2026-03-26T18:34:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:35:15  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:35:15  clouds_decoded.project               INFO        [refocus] Completed in 26.0s
+2026-03-26T18:35:15  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:35:15  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:35:15  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:35:17  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:35:19  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.5s
diff --git a/logs/S2B_MSIL1C_20190716T213939_N0500_R143_T02KNG_20230520T150415/pipeline.log b/logs/S2B_MSIL1C_20190716T213939_N0500_R143_T02KNG_20230520T150415/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..d62d6127263ec11eeca2ea6812513595a0530f2b
--- /dev/null
+++ b/logs/S2B_MSIL1C_20190716T213939_N0500_R143_T02KNG_20230520T150415/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:47:26.926476 ---
+2026-03-26T15:47:26  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:47:26  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20190716T213939_N0500_R143_T02KNG_20230520T150415
+2026-03-26T15:47:26  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:50:49  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:51:36  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:51:59  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2464008/3306152 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:52:01  clouds_decoded.project               INFO        [cloud_mask] Completed in 72.7s
+2026-03-26T15:52:40  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:52:40  clouds_decoded.sliding_window        INFO      Sliding window: skipping 6/484 windows (no True pixels in skip_mask)
+2026-03-26T15:53:04  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 33.6 seconds
+2026-03-26T15:53:54  clouds_decoded.project               INFO        [cloud_height] Completed in 83.5s
+2026-03-26T15:56:26  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 28.9%
+2026-03-26T15:56:31  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:56:34  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:56:35  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:56:35  clouds_decoded.project               INFO        [albedo] Completed in 70.8s
+2026-03-26T15:59:04  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:00:53  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:00:53  clouds_decoded.project               INFO        [refocus] Completed in 108.8s
+2026-03-26T16:00:53  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:00:53  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:00:54  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:01:01  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:01:03  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.9s
diff --git a/logs/S2B_MSIL1C_20190729T011659_N0500_R031_T54SVC_20230507T103805/pipeline.log b/logs/S2B_MSIL1C_20190729T011659_N0500_R031_T54SVC_20230507T103805/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..7da4c7b97e79bb6411770e7a0db856cd4a7fd31c
--- /dev/null
+++ b/logs/S2B_MSIL1C_20190729T011659_N0500_R031_T54SVC_20230507T103805/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T23:14:59.142119 ---
+2026-03-26T23:14:59  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:14:59  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20190729T011659_N0500_R031_T54SVC_20230507T103805
+2026-03-26T23:14:59  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:17:10  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:17:12  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:17:53  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1477130/3260300 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:17:54  clouds_decoded.project               INFO        [cloud_mask] Completed in 44.2s
+2026-03-26T23:17:58  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:17:58  clouds_decoded.sliding_window        INFO      Sliding window: skipping 5/484 windows (no True pixels in skip_mask)
+2026-03-26T23:18:29  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 33.9 seconds
+2026-03-26T23:18:49  clouds_decoded.project               INFO        [cloud_height] Completed in 54.3s
+2026-03-26T23:18:53  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 67.4%
+2026-03-26T23:18:56  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:18:59  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:18:59  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:19:00  clouds_decoded.project               INFO        [albedo] Completed in 10.4s
+2026-03-26T23:19:00  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:20:05  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:20:05  clouds_decoded.project               INFO        [refocus] Completed in 65.5s
+2026-03-26T23:20:05  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:20:06  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:20:07  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:20:15  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:20:16  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.1s
diff --git a/logs/S2B_MSIL1C_20191116T011919_N0500_R031_T54SVC_20230620T134507/pipeline.log b/logs/S2B_MSIL1C_20191116T011919_N0500_R031_T54SVC_20230620T134507/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..6283c5ac2f48953c80bb034b5e224ff05dedaa75
--- /dev/null
+++ b/logs/S2B_MSIL1C_20191116T011919_N0500_R031_T54SVC_20230620T134507/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T23:15:33.801416 ---
+2026-03-26T23:15:33  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:15:33  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20191116T011919_N0500_R031_T54SVC_20230620T134507
+2026-03-26T23:15:33  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:17:54  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:17:55  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:18:54  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1975518/3101598 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:18:55  clouds_decoded.project               INFO        [cloud_mask] Completed in 60.7s
+2026-03-26T23:18:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:18:57  clouds_decoded.sliding_window        INFO      Sliding window: skipping 106/484 windows (no True pixels in skip_mask)
+2026-03-26T23:19:28  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 33.2 seconds
+2026-03-26T23:19:57  clouds_decoded.project               INFO        [cloud_height] Completed in 62.0s
+2026-03-26T23:19:58  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 77.3%
+2026-03-26T23:20:02  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:20:05  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:20:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:20:07  clouds_decoded.project               INFO        [albedo] Completed in 9.8s
+2026-03-26T23:20:07  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:20:33  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:20:33  clouds_decoded.project               INFO        [refocus] Completed in 26.2s
+2026-03-26T23:20:33  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:20:33  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:20:33  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:20:35  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:20:36  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.0s
diff --git a/logs/S2B_MSIL1C_20191120T143729_N0500_R096_T21PTT_20230613T173317/pipeline.log b/logs/S2B_MSIL1C_20191120T143729_N0500_R096_T21PTT_20230613T173317/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..21f681116caf0ce5335ef6c9d2ad48ca4fd4e7fa
--- /dev/null
+++ b/logs/S2B_MSIL1C_20191120T143729_N0500_R096_T21PTT_20230613T173317/pipeline.log
@@ -0,0 +1,38 @@
+
+--- Run started 2026-03-26T21:18:56.407302 ---
+2026-03-26T21:18:56  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:18:56  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20191120T143729_N0500_R096_T21PTT_20230613T173317
+2026-03-26T21:18:56  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:19:34  clouds_decoded.modules.cloud_mask.processor  INFO      Loading SegFormerB2-S2-unambiguous cloud mask model on cuda
+2026-03-26T21:19:37  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+
+--- Run started 2026-03-26T21:21:50.955050 ---
+2026-03-26T21:21:50  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:21:50  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20191120T143729_N0500_R096_T21PTT_20230613T173317
+2026-03-26T21:21:50  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:21:54  clouds_decoded.modules.cloud_mask.processor  INFO      Loading SegFormerB2-S2-unambiguous cloud mask model on cuda
+2026-03-26T21:21:55  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:23:37  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:25:16  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1989935/2680706 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:25:20  clouds_decoded.project               INFO        [cloud_mask] Completed in 206.5s
+2026-03-26T21:25:20  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Loading Cloud Height Emulator model on cuda
+2026-03-26T21:25:20  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Loading checkpoint from /home/ali/.local/share/clouds-decoded/models/cloud_height_emulator/default.pth
+2026-03-26T21:28:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:28:27  clouds_decoded.sliding_window        INFO      Sliding window: skipping 33/484 windows (no True pixels in skip_mask)
+2026-03-26T21:29:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 227.8 seconds
+2026-03-26T21:30:08  clouds_decoded.project               INFO        [cloud_height] Completed in 288.0s
+2026-03-26T21:30:10  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 41.1%
+2026-03-26T21:30:20  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T21:31:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T21:31:34  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T21:31:34  clouds_decoded.project               INFO        [albedo] Completed in 85.6s
+2026-03-26T21:31:34  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T21:40:24  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T21:40:24  clouds_decoded.project               INFO        [refocus] Completed in 530.1s
+2026-03-26T21:40:24  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T21:40:36  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T21:40:59  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T21:41:49  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T21:41:50  clouds_decoded.project               INFO        [cloud_properties] Completed in 86.4s
diff --git a/logs/S2B_MSIL1C_20191123T213929_N0500_R143_T02KNG_20230703T084245/pipeline.log b/logs/S2B_MSIL1C_20191123T213929_N0500_R143_T02KNG_20230703T084245/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..c850a61e8da34db4f7604e73c53673f40dfba7d1
--- /dev/null
+++ b/logs/S2B_MSIL1C_20191123T213929_N0500_R143_T02KNG_20230703T084245/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:48:17.390472 ---
+2026-03-26T15:48:17  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:48:17  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20191123T213929_N0500_R143_T02KNG_20230703T084245
+2026-03-26T15:48:17  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:52:01  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:52:02  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:52:39  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1428511/1523490 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:52:49  clouds_decoded.project               INFO        [cloud_mask] Completed in 48.0s
+2026-03-26T15:56:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:56:56  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 182.5 seconds
+2026-03-26T15:57:02  clouds_decoded.project               INFO        [cloud_height] Completed in 188.1s
+2026-03-26T15:57:09  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.8%
+2026-03-26T15:57:09  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.8% < threshold 5%. Running fallback.
+2026-03-26T15:57:09  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T15:57:14  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T15:57:14  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T15:57:15  clouds_decoded.project               INFO        [albedo] Completed in 13.3s
+2026-03-26T16:00:53  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:01:58  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:01:58  clouds_decoded.project               INFO        [refocus] Completed in 65.2s
+2026-03-26T16:01:58  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:01:58  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:02:00  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:02:05  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:02:08  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.5s
diff --git a/logs/S2B_MSIL1C_20191213T213919_N0500_R143_T02KNG_20230531T093529/pipeline.log b/logs/S2B_MSIL1C_20191213T213919_N0500_R143_T02KNG_20230531T093529/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..d62edfdd6cf5cfbc7aee8f0028f53306aa37b418
--- /dev/null
+++ b/logs/S2B_MSIL1C_20191213T213919_N0500_R143_T02KNG_20230531T093529/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T15:49:56.260467 ---
+2026-03-26T15:49:56  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:49:56  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20191213T213919_N0500_R143_T02KNG_20230531T093529
+2026-03-26T15:49:56  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:52:49  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:53:54  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:56:08  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2454808/3805267 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:56:27  clouds_decoded.project               INFO        [cloud_mask] Completed in 217.5s
+2026-03-26T15:58:53  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:59:18  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 136.3 seconds
+2026-03-26T15:59:22  clouds_decoded.project               INFO        [cloud_height] Completed in 140.2s
+2026-03-26T16:00:04  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 40.3%
+2026-03-26T16:00:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T16:00:45  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T16:00:45  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T16:00:45  clouds_decoded.project               INFO        [albedo] Completed in 82.7s
+2026-03-26T16:01:58  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:02:18  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:02:18  clouds_decoded.project               INFO        [refocus] Completed in 20.1s
+2026-03-26T16:02:18  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:02:18  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:02:19  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:02:24  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:02:26  clouds_decoded.project               INFO        [cloud_properties] Completed in 7.4s
diff --git a/logs/S2B_MSIL1C_20191225T183759_N0500_R027_T11RLP_20230607T140749/pipeline.log b/logs/S2B_MSIL1C_20191225T183759_N0500_R027_T11RLP_20230607T140749/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..772f4d2a5a0ebe626db5d6424a11ea73898842cc
--- /dev/null
+++ b/logs/S2B_MSIL1C_20191225T183759_N0500_R027_T11RLP_20230607T140749/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:32:24.705805 ---
+2026-03-26T18:32:24  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:32:24  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20191225T183759_N0500_R027_T11RLP_20230607T140749
+2026-03-26T18:32:24  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:34:52  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:34:52  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:35:21  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1066285/3518468 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:35:22  clouds_decoded.project               INFO        [cloud_mask] Completed in 30.6s
+2026-03-26T18:35:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:35:25  clouds_decoded.sliding_window        INFO      Sliding window: skipping 27/484 windows (no True pixels in skip_mask)
+2026-03-26T18:35:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 34.7 seconds
+2026-03-26T18:36:12  clouds_decoded.project               INFO        [cloud_height] Completed in 49.5s
+2026-03-26T18:36:13  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 74.8%
+2026-03-26T18:36:18  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:36:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:36:22  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:36:22  clouds_decoded.project               INFO        [albedo] Completed in 10.4s
+2026-03-26T18:36:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:37:21  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:37:21  clouds_decoded.project               INFO        [refocus] Completed in 58.5s
+2026-03-26T18:37:21  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:37:21  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:37:22  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:37:35  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:37:37  clouds_decoded.project               INFO        [cloud_properties] Completed in 16.0s
diff --git a/logs/S2B_MSIL1C_20200102T213919_N0500_R143_T02KNG_20230424T223748/pipeline.log b/logs/S2B_MSIL1C_20200102T213919_N0500_R143_T02KNG_20230424T223748/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..f2668d16a059732511ffb3eccb19bdb9d3f2dffc
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200102T213919_N0500_R143_T02KNG_20230424T223748/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:50:49.228376 ---
+2026-03-26T15:50:49  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:50:49  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200102T213919_N0500_R143_T02KNG_20230424T223748
+2026-03-26T15:50:49  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:56:27  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T15:56:27  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T15:57:18  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 584126/2143371 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T15:58:53  clouds_decoded.project               INFO        [cloud_mask] Completed in 146.3s
+2026-03-26T16:00:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:00:44  clouds_decoded.sliding_window        INFO      Sliding window: skipping 2/484 windows (no True pixels in skip_mask)
+2026-03-26T16:01:14  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 111.9 seconds
+2026-03-26T16:01:43  clouds_decoded.project               INFO        [cloud_height] Completed in 140.1s
+2026-03-26T16:01:44  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 79.8%
+2026-03-26T16:01:48  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T16:01:51  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T16:01:52  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T16:01:52  clouds_decoded.project               INFO        [albedo] Completed in 9.3s
+2026-03-26T16:02:18  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:02:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:02:48  clouds_decoded.project               INFO        [refocus] Completed in 29.4s
+2026-03-26T16:02:48  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:02:48  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:02:49  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:02:52  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:02:53  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.9s
diff --git a/logs/S2B_MSIL1C_20200119T143659_N0500_R096_T21PTT_20230429T031217/pipeline.log b/logs/S2B_MSIL1C_20200119T143659_N0500_R096_T21PTT_20230429T031217/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..95e6edb093919ffd78d02dd6670e3d3bbd5e7691
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200119T143659_N0500_R096_T21PTT_20230429T031217/pipeline.log
@@ -0,0 +1,32 @@
+
+--- Run started 2026-03-26T21:20:15.948327 ---
+2026-03-26T21:20:15  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:20:15  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200119T143659_N0500_R096_T21PTT_20230429T031217
+2026-03-26T21:20:15  clouds_decoded.project               INFO      ============================================================
+
+--- Run started 2026-03-26T21:22:02.659937 ---
+2026-03-26T21:22:02  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:22:02  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200119T143659_N0500_R096_T21PTT_20230429T031217
+2026-03-26T21:22:02  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:30:10  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:30:10  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:31:33  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1990561/5852610 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:31:42  clouds_decoded.project               INFO        [cloud_mask] Completed in 92.8s
+2026-03-26T21:33:52  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:34:06  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 143.4 seconds
+2026-03-26T21:34:12  clouds_decoded.project               INFO        [cloud_height] Completed in 149.5s
+2026-03-26T21:34:20  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 73.3%
+2026-03-26T21:35:38  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T21:38:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T21:38:47  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T21:38:47  clouds_decoded.project               INFO        [albedo] Completed in 275.1s
+2026-03-26T21:38:47  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T21:43:09  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T21:43:09  clouds_decoded.project               INFO        [refocus] Completed in 261.8s
+2026-03-26T21:43:09  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T21:43:10  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T21:43:10  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T21:43:36  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T21:43:37  clouds_decoded.project               INFO        [cloud_properties] Completed in 28.0s
diff --git a/logs/S2B_MSIL1C_20200124T183639_N0500_R027_T11RLP_20230424T010324/pipeline.log b/logs/S2B_MSIL1C_20200124T183639_N0500_R027_T11RLP_20230424T010324/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..91db062f75dc1e5cf19e25133f7cf0bca549b3eb
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200124T183639_N0500_R027_T11RLP_20230424T010324/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:33:27.828281 ---
+2026-03-26T18:33:27  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:33:27  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200124T183639_N0500_R027_T11RLP_20230424T010324
+2026-03-26T18:33:27  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:35:22  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:35:23  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:36:13  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2837300/3519270 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:36:14  clouds_decoded.project               INFO        [cloud_mask] Completed in 51.6s
+2026-03-26T18:36:18  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:36:18  clouds_decoded.sliding_window        INFO      Sliding window: skipping 32/484 windows (no True pixels in skip_mask)
+2026-03-26T18:36:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 29.8 seconds
+2026-03-26T18:36:48  clouds_decoded.project               INFO        [cloud_height] Completed in 34.0s
+2026-03-26T18:37:04  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 29.5%
+2026-03-26T18:37:12  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:37:16  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:37:16  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:37:16  clouds_decoded.project               INFO        [albedo] Completed in 28.3s
+2026-03-26T18:37:16  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:37:58  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:37:58  clouds_decoded.project               INFO        [refocus] Completed in 41.7s
+2026-03-26T18:37:58  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:37:58  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:37:59  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:38:07  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:38:11  clouds_decoded.project               INFO        [cloud_properties] Completed in 12.7s
diff --git a/logs/S2B_MSIL1C_20200203T183549_N0500_R027_T11RLP_20230623T141113/pipeline.log b/logs/S2B_MSIL1C_20200203T183549_N0500_R027_T11RLP_20230623T141113/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..2c4302bbefe3c4fdb02970c4bfb26f970dd5e050
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200203T183549_N0500_R027_T11RLP_20230623T141113/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:34:16.192048 ---
+2026-03-26T18:34:16  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:34:16  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200203T183549_N0500_R027_T11RLP_20230623T141113
+2026-03-26T18:34:16  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:36:14  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:36:14  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:37:12  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3151986/7459637 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:37:13  clouds_decoded.project               INFO        [cloud_mask] Completed in 59.1s
+2026-03-26T18:37:20  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:37:20  clouds_decoded.sliding_window        INFO      Sliding window: skipping 4/484 windows (no True pixels in skip_mask)
+2026-03-26T18:37:49  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 36.4 seconds
+2026-03-26T18:37:52  clouds_decoded.project               INFO        [cloud_height] Completed in 39.3s
+2026-03-26T18:37:54  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 63.2%
+2026-03-26T18:37:58  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:38:01  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:38:01  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:38:01  clouds_decoded.project               INFO        [albedo] Completed in 9.3s
+2026-03-26T18:38:01  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:38:52  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:38:52  clouds_decoded.project               INFO        [refocus] Completed in 50.2s
+2026-03-26T18:38:52  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:38:52  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:38:53  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:39:04  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:39:06  clouds_decoded.project               INFO        [cloud_properties] Completed in 14.0s
diff --git a/logs/S2B_MSIL1C_20200319T143729_N0500_R096_T21PTT_20230418T174246/pipeline.log b/logs/S2B_MSIL1C_20200319T143729_N0500_R096_T21PTT_20230418T174246/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..7338436f6a260d57dbd5bc708139cc8ff14ec14a
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200319T143729_N0500_R096_T21PTT_20230418T174246/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T21:25:20.529182 ---
+2026-03-26T21:25:20  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:25:20  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200319T143729_N0500_R096_T21PTT_20230418T174246
+2026-03-26T21:25:20  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:34:14  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:37:43  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:38:45  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 550234/2102146 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:38:48  clouds_decoded.project               INFO        [cloud_mask] Completed in 273.6s
+2026-03-26T21:41:53  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:41:53  clouds_decoded.sliding_window        INFO      Sliding window: skipping 14/484 windows (no True pixels in skip_mask)
+2026-03-26T21:42:14  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 49.4 seconds
+2026-03-26T21:42:16  clouds_decoded.project               INFO        [cloud_height] Completed in 52.2s
+2026-03-26T21:42:21  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 88.8%
+2026-03-26T21:43:04  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T21:43:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T21:43:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T21:43:28  clouds_decoded.project               INFO        [albedo] Completed in 70.8s
+2026-03-26T21:43:28  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T21:45:19  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T21:45:19  clouds_decoded.project               INFO        [refocus] Completed in 110.9s
+2026-03-26T21:45:20  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T21:45:20  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T21:45:24  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T21:45:53  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T21:45:53  clouds_decoded.project               INFO        [cloud_properties] Completed in 33.7s
diff --git a/logs/S2B_MSIL1C_20200324T182919_N0500_R027_T11RLP_20230418T204134/pipeline.log b/logs/S2B_MSIL1C_20200324T182919_N0500_R027_T11RLP_20230418T204134/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..d09c0216ac5a9de6c3821bead653b427658f24cd
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200324T182919_N0500_R027_T11RLP_20230418T204134/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T18:34:52.036696 ---
+2026-03-26T18:34:52  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:34:52  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200324T182919_N0500_R027_T11RLP_20230418T204134
+2026-03-26T18:34:52  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:37:13  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:37:13  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:37:53  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1695997/2499181 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:37:54  clouds_decoded.project               INFO        [cloud_mask] Completed in 41.2s
+2026-03-26T18:37:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:38:33  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 39.5 seconds
+2026-03-26T18:38:37  clouds_decoded.project               INFO        [cloud_height] Completed in 43.2s
+2026-03-26T18:38:43  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 37.9%
+2026-03-26T18:38:48  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:38:51  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:38:52  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:38:52  clouds_decoded.project               INFO        [albedo] Completed in 15.1s
+2026-03-26T18:38:52  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:41:24  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:41:24  clouds_decoded.project               INFO        [refocus] Completed in 151.3s
+2026-03-26T18:41:24  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:41:24  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:41:24  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:41:27  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:41:28  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.7s
diff --git a/logs/S2B_MSIL1C_20200325T011649_N0500_R031_T54SVC_20230419T053812/pipeline.log b/logs/S2B_MSIL1C_20200325T011649_N0500_R031_T54SVC_20230419T053812/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..9499ccb3970425bf29cf09c350f82356e1a78737
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200325T011649_N0500_R031_T54SVC_20230419T053812/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T23:18:55.173485 ---
+2026-03-26T23:18:55  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T23:18:55  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200325T011649_N0500_R031_T54SVC_20230419T053812
+2026-03-26T23:18:55  clouds_decoded.project               INFO      ============================================================
+2026-03-26T23:21:23  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T23:21:24  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T23:21:54  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1737391/3205723 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T23:21:55  clouds_decoded.project               INFO        [cloud_mask] Completed in 31.8s
+2026-03-26T23:21:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T23:22:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 12.9 seconds
+2026-03-26T23:22:11  clouds_decoded.project               INFO        [cloud_height] Completed in 15.8s
+2026-03-26T23:22:13  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 55.9%
+2026-03-26T23:22:15  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T23:22:17  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T23:22:17  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T23:22:17  clouds_decoded.project               INFO        [albedo] Completed in 5.9s
+2026-03-26T23:22:17  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T23:22:29  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T23:22:29  clouds_decoded.project               INFO        [refocus] Completed in 12.1s
+2026-03-26T23:22:29  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T23:22:29  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T23:22:30  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T23:22:31  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T23:22:32  clouds_decoded.project               INFO        [cloud_properties] Completed in 2.4s
diff --git a/logs/S2B_MSIL1C_20200404T011649_N0500_R031_T54SVC_20230530T181659/pipeline.log b/logs/S2B_MSIL1C_20200404T011649_N0500_R031_T54SVC_20230530T181659/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..acbc736621bf623ca6f31bd82b43cdca6b57d0aa
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200404T011649_N0500_R031_T54SVC_20230530T181659/pipeline.log
@@ -0,0 +1,30 @@
+
+--- Run started 2026-03-27T15:01:40.542383 ---
+2026-03-27T15:01:40  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:01:40  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200404T011649_N0500_R031_T54SVC_20230530T181659
+2026-03-27T15:01:40  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:02:53  clouds_decoded.modules.cloud_mask.processor  INFO      Loading SegFormerB2-S2-unambiguous cloud mask model on cuda
+2026-03-27T15:02:55  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:04:30  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:08:21  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1977562/2776069 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:09:27  clouds_decoded.project               INFO        [cloud_mask] Completed in 393.3s
+2026-03-27T15:09:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Loading Cloud Height Emulator model on cuda
+2026-03-27T15:09:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Loading checkpoint from /home/ali/.local/share/clouds-decoded/models/cloud_height_emulator/default.pth
+2026-03-27T15:12:54  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:12:54  clouds_decoded.sliding_window        INFO      Sliding window: skipping 6/484 windows (no True pixels in skip_mask)
+2026-03-27T15:13:13  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 226.3 seconds
+2026-03-27T15:14:29  clouds_decoded.project               INFO        [cloud_height] Completed in 301.8s
+2026-03-27T15:14:34  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 35.6%
+2026-03-27T15:15:20  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:16:31  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:16:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:16:34  clouds_decoded.project               INFO        [albedo] Completed in 124.5s
+2026-03-27T15:16:34  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:21:07  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:21:07  clouds_decoded.project               INFO        [refocus] Completed in 272.9s
+2026-03-27T15:21:07  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:21:07  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:21:08  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:21:21  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:21:23  clouds_decoded.project               INFO        [cloud_properties] Completed in 16.3s
diff --git a/logs/S2B_MSIL1C_20200413T182919_N0500_R027_T11RLP_20230418T051502/pipeline.log b/logs/S2B_MSIL1C_20200413T182919_N0500_R027_T11RLP_20230418T051502/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..ef7462e0ea3a0a4ff298907d2f63e4ae71c3a753
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200413T182919_N0500_R027_T11RLP_20230418T051502/pipeline.log
@@ -0,0 +1,28 @@
+
+--- Run started 2026-03-26T18:35:22.667831 ---
+2026-03-26T18:35:22  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:35:22  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200413T182919_N0500_R027_T11RLP_20230418T051502
+2026-03-26T18:35:22  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:37:54  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:37:54  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:38:37  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1406951/1408135 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:38:41  clouds_decoded.project               INFO        [cloud_mask] Completed in 46.6s
+2026-03-26T18:38:49  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:38:49  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T18:39:23  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 42.4 seconds
+2026-03-26T18:39:27  clouds_decoded.project               INFO        [cloud_height] Completed in 46.0s
+2026-03-26T18:39:54  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.3%
+2026-03-26T18:39:54  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.3% < threshold 5%. Running fallback.
+2026-03-26T18:39:54  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:39:59  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:39:59  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:40:01  clouds_decoded.project               INFO        [albedo] Completed in 34.6s
+2026-03-26T18:40:01  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:41:36  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:41:36  clouds_decoded.project               INFO        [refocus] Completed in 94.5s
+2026-03-26T18:41:36  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:41:36  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:41:37  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:41:46  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:41:49  clouds_decoded.project               INFO        [cloud_properties] Completed in 12.7s
diff --git a/logs/S2B_MSIL1C_20200421T213919_N0500_R143_T02KNG_20230417T122447/pipeline.log b/logs/S2B_MSIL1C_20200421T213919_N0500_R143_T02KNG_20230417T122447/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..c8f7c838205919b871ca597ba0482672200183d9
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200421T213919_N0500_R143_T02KNG_20230417T122447/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T15:56:27.426710 ---
+2026-03-26T15:56:27  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:56:27  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200421T213919_N0500_R143_T02KNG_20230417T122447
+2026-03-26T15:56:27  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:01:48  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:01:49  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:02:19  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1448766/4472171 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:02:20  clouds_decoded.project               INFO        [cloud_mask] Completed in 31.8s
+2026-03-26T16:02:42  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:02:56  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 17.0 seconds
+2026-03-26T16:02:59  clouds_decoded.project               INFO        [cloud_height] Completed in 19.7s
+2026-03-26T16:03:01  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 61.1%
+2026-03-26T16:03:04  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T16:03:07  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T16:03:07  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T16:03:07  clouds_decoded.project               INFO        [albedo] Completed in 8.0s
+2026-03-26T16:03:18  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:03:31  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:03:31  clouds_decoded.project               INFO        [refocus] Completed in 12.5s
+2026-03-26T16:03:31  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:03:31  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:03:31  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:03:32  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:03:33  clouds_decoded.project               INFO        [cloud_properties] Completed in 2.3s
diff --git a/logs/S2B_MSIL1C_20200501T213929_N0500_R143_T02KNG_20230415T194539/pipeline.log b/logs/S2B_MSIL1C_20200501T213929_N0500_R143_T02KNG_20230415T194539/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..118c337678041e53a559cb90ada509e0cf27cc8f
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200501T213929_N0500_R143_T02KNG_20230415T194539/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T15:58:53.703442 ---
+2026-03-26T15:58:53  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:58:53  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200501T213929_N0500_R143_T02KNG_20230415T194539
+2026-03-26T15:58:53  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:02:20  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:02:21  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:02:50  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1910512/2028987 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:02:52  clouds_decoded.project               INFO        [cloud_mask] Completed in 31.4s
+2026-03-26T16:03:01  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:03:13  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 13.7 seconds
+2026-03-26T16:03:16  clouds_decoded.project               INFO        [cloud_height] Completed in 16.6s
+2026-03-26T16:03:17  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 2.6%
+2026-03-26T16:03:17  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 2.6% < threshold 5%. Running fallback.
+2026-03-26T16:03:17  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T16:03:17  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T16:03:17  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T16:03:18  clouds_decoded.project               INFO        [albedo] Completed in 1.7s
+2026-03-26T16:03:31  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:03:43  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:03:43  clouds_decoded.project               INFO        [refocus] Completed in 12.3s
+2026-03-26T16:03:43  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:03:43  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:03:43  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:03:44  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:03:46  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.1s
diff --git a/logs/S2B_MSIL1C_20200504T011649_N0500_R031_T54SVC_20230423T071452/pipeline.log b/logs/S2B_MSIL1C_20200504T011649_N0500_R031_T54SVC_20230423T071452/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..0a2a41182def3d9889cf508fa484c648b92dc711
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200504T011649_N0500_R031_T54SVC_20230423T071452/pipeline.log
@@ -0,0 +1,28 @@
+
+--- Run started 2026-03-27T15:02:53.914144 ---
+2026-03-27T15:02:53  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:02:53  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200504T011649_N0500_R031_T54SVC_20230423T071452
+2026-03-27T15:02:53  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:09:27  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:12:01  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:13:50  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2105595/2114789 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:14:30  clouds_decoded.project               INFO        [cloud_mask] Completed in 303.1s
+2026-03-27T15:16:23  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:16:58  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 147.8 seconds
+2026-03-27T15:18:10  clouds_decoded.project               INFO        [cloud_height] Completed in 219.7s
+2026-03-27T15:19:11  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-27T15:19:11  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-27T15:19:11  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T15:19:11  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Loaded data-driven albedo model from /home/ali/.local/share/clouds-decoded/models/albedo_datadriven/default.pth (device=cuda)
+2026-03-27T15:19:30  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T15:19:30  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T15:19:30  clouds_decoded.project               INFO        [albedo] Completed in 80.6s
+2026-03-27T15:19:30  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:21:25  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:21:25  clouds_decoded.project               INFO        [refocus] Completed in 114.4s
+2026-03-27T15:21:25  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:21:25  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:21:26  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:21:33  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:21:36  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.1s
diff --git a/logs/S2B_MSIL1C_20200518T143729_N0500_R096_T21PTT_20230618T155331/pipeline.log b/logs/S2B_MSIL1C_20200518T143729_N0500_R096_T21PTT_20230618T155331/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..b35ccf9cd987aa577ef450033c5ef8b7a15dbf46
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200518T143729_N0500_R096_T21PTT_20230618T155331/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T21:31:42.979560 ---
+2026-03-26T21:31:42  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:31:42  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200518T143729_N0500_R096_T21PTT_20230618T155331
+2026-03-26T21:31:42  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:42:18  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:42:21  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:43:04  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1456703/4093001 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:43:09  clouds_decoded.project               INFO        [cloud_mask] Completed in 51.5s
+2026-03-26T21:43:36  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:43:37  clouds_decoded.sliding_window        INFO      Sliding window: skipping 4/484 windows (no True pixels in skip_mask)
+2026-03-26T21:44:04  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 54.4 seconds
+2026-03-26T21:44:07  clouds_decoded.project               INFO        [cloud_height] Completed in 57.7s
+2026-03-26T21:44:18  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 74.5%
+2026-03-26T21:44:42  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T21:45:54  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T21:45:54  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T21:45:54  clouds_decoded.project               INFO        [albedo] Completed in 106.8s
+2026-03-26T21:45:54  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T21:46:55  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T21:46:55  clouds_decoded.project               INFO        [refocus] Completed in 61.1s
+2026-03-26T21:46:55  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T21:46:55  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T21:46:56  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T21:47:02  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T21:47:03  clouds_decoded.project               INFO        [cloud_properties] Completed in 8.1s
diff --git a/logs/S2B_MSIL1C_20200602T182919_N0500_R027_T11RLP_20230617T123452/pipeline.log b/logs/S2B_MSIL1C_20200602T182919_N0500_R027_T11RLP_20230617T123452/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..8f915f280b2938272ff6c3cfc6ab358a3cabbbe9
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200602T182919_N0500_R027_T11RLP_20230617T123452/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:37:13.327772 ---
+2026-03-26T18:37:13  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:37:13  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200602T182919_N0500_R027_T11RLP_20230617T123452
+2026-03-26T18:37:13  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:39:29  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:40:49  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:41:22  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1896508/2171020 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:41:23  clouds_decoded.project               INFO        [cloud_mask] Completed in 113.7s
+2026-03-26T18:41:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:41:53  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 29.6 seconds
+2026-03-26T18:41:57  clouds_decoded.project               INFO        [cloud_height] Completed in 33.2s
+2026-03-26T18:41:59  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 1.5%
+2026-03-26T18:41:59  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 1.5% < threshold 5%. Running fallback.
+2026-03-26T18:41:59  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:41:59  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:41:59  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:41:59  clouds_decoded.project               INFO        [albedo] Completed in 1.8s
+2026-03-26T18:41:59  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:42:21  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:42:21  clouds_decoded.project               INFO        [refocus] Completed in 22.6s
+2026-03-26T18:42:21  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:42:22  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:42:22  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:42:25  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:42:27  clouds_decoded.project               INFO        [cloud_properties] Completed in 5.6s
diff --git a/logs/S2B_MSIL1C_20200603T011659_N0500_R031_T54SVC_20230616T223139/pipeline.log b/logs/S2B_MSIL1C_20200603T011659_N0500_R031_T54SVC_20230616T223139/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..3b23bbf348e00efa69fb586c5829df0af53ac7e2
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200603T011659_N0500_R031_T54SVC_20230616T223139/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T15:03:53.387999 ---
+2026-03-27T15:03:53  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:03:53  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200603T011659_N0500_R031_T54SVC_20230616T223139
+2026-03-27T15:03:53  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:14:30  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:14:52  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:16:07  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1927041/2292496 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:16:34  clouds_decoded.project               INFO        [cloud_mask] Completed in 124.0s
+2026-03-27T15:20:18  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:20:37  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 146.7 seconds
+2026-03-27T15:20:44  clouds_decoded.project               INFO        [cloud_height] Completed in 154.2s
+2026-03-27T15:20:52  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 19.9%
+2026-03-27T15:20:59  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:21:08  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:21:08  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:21:08  clouds_decoded.project               INFO        [albedo] Completed in 23.5s
+2026-03-27T15:21:08  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:21:38  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:21:38  clouds_decoded.project               INFO        [refocus] Completed in 30.0s
+2026-03-27T15:21:38  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:21:38  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:21:39  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:21:42  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:21:44  clouds_decoded.project               INFO        [cloud_properties] Completed in 6.0s
diff --git a/logs/S2B_MSIL1C_20200620T213929_N0500_R143_T02KNG_20230414T122521/pipeline.log b/logs/S2B_MSIL1C_20200620T213929_N0500_R143_T02KNG_20230414T122521/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..84eb49bc4eee50a0cf64739261a8a164f9f2dc2b
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200620T213929_N0500_R143_T02KNG_20230414T122521/pipeline.log
@@ -0,0 +1,31 @@
+
+--- Run started 2026-03-26T16:04:39.592413 ---
+2026-03-26T16:04:39  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:04:39  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200620T213929_N0500_R143_T02KNG_20230414T122521
+2026-03-26T16:04:39  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:04:42  clouds_decoded.modules.cloud_mask.processor  INFO      Loading SegFormerB2-S2-unambiguous cloud mask model on cuda
+2026-03-26T16:04:44  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:05:12  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:06:27  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2520473/2655604 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:06:44  clouds_decoded.project               INFO        [cloud_mask] Completed in 121.4s
+2026-03-26T16:06:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Loading Cloud Height Emulator model on cuda
+2026-03-26T16:06:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Loading checkpoint from /home/ali/.local/share/clouds-decoded/models/cloud_height_emulator/default.pth
+2026-03-26T16:08:12  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:08:30  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 106.5 seconds
+2026-03-26T16:08:34  clouds_decoded.project               INFO        [cloud_height] Completed in 110.5s
+2026-03-26T16:09:01  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.9%
+2026-03-26T16:09:01  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.9% < threshold 5%. Running fallback.
+2026-03-26T16:09:01  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T16:09:01  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Loaded data-driven albedo model from /home/ali/.local/share/clouds-decoded/models/albedo_datadriven/default.pth (device=cuda)
+2026-03-26T16:09:03  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T16:09:03  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T16:09:07  clouds_decoded.project               INFO        [albedo] Completed in 32.7s
+2026-03-26T16:09:07  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:11:59  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:11:59  clouds_decoded.project               INFO        [refocus] Completed in 172.4s
+2026-03-26T16:11:59  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:12:00  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:12:08  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:12:47  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:12:49  clouds_decoded.project               INFO        [cloud_properties] Completed in 49.2s
diff --git a/logs/S2B_MSIL1C_20200627T143729_N0500_R096_T21PTT_20230501T111139/pipeline.log b/logs/S2B_MSIL1C_20200627T143729_N0500_R096_T21PTT_20230501T111139/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..0b4cdf4efa258142e87de630d0789854bf7b4e91
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200627T143729_N0500_R096_T21PTT_20230501T111139/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T21:34:14.659557 ---
+2026-03-26T21:34:14  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:34:14  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200627T143729_N0500_R096_T21PTT_20230501T111139
+2026-03-26T21:34:14  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:43:09  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:43:28  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:44:13  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2240346/2847905 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:44:17  clouds_decoded.project               INFO        [cloud_mask] Completed in 67.9s
+2026-03-26T21:44:41  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:44:42  clouds_decoded.sliding_window        INFO      Sliding window: skipping 11/484 windows (no True pixels in skip_mask)
+2026-03-26T21:45:20  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 62.1 seconds
+2026-03-26T21:45:53  clouds_decoded.project               INFO        [cloud_height] Completed in 95.6s
+2026-03-26T21:46:04  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 19.6%
+2026-03-26T21:46:13  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T21:46:24  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T21:46:25  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T21:46:26  clouds_decoded.project               INFO        [albedo] Completed in 31.4s
+2026-03-26T21:46:26  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T21:47:36  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T21:47:36  clouds_decoded.project               INFO        [refocus] Completed in 70.3s
+2026-03-26T21:47:36  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T21:47:36  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T21:47:37  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T21:47:38  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T21:47:40  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.8s
diff --git a/logs/S2B_MSIL1C_20200702T182919_N0500_R027_T11RLP_20230321T031434/pipeline.log b/logs/S2B_MSIL1C_20200702T182919_N0500_R027_T11RLP_20230321T031434/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..48df5fd32fe00bb537d209dd8efcd4ec935ac469
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200702T182919_N0500_R027_T11RLP_20230321T031434/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:37:54.488903 ---
+2026-03-26T18:37:54  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:37:54  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200702T182919_N0500_R027_T11RLP_20230321T031434
+2026-03-26T18:37:54  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:41:23  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:41:24  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:41:59  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2497901/2690391 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:42:00  clouds_decoded.project               INFO        [cloud_mask] Completed in 37.2s
+2026-03-26T18:42:03  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:42:24  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 24.3 seconds
+2026-03-26T18:42:28  clouds_decoded.project               INFO        [cloud_height] Completed in 27.6s
+2026-03-26T18:42:30  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 4.3%
+2026-03-26T18:42:30  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 4.3% < threshold 5%. Running fallback.
+2026-03-26T18:42:30  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:42:30  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:42:30  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:42:30  clouds_decoded.project               INFO        [albedo] Completed in 2.4s
+2026-03-26T18:42:30  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:42:51  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:42:51  clouds_decoded.project               INFO        [refocus] Completed in 20.7s
+2026-03-26T18:42:51  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:42:51  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:42:52  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:42:56  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:42:58  clouds_decoded.project               INFO        [cloud_properties] Completed in 7.3s
diff --git a/logs/S2B_MSIL1C_20200727T143729_N0500_R096_T21PTT_20230324T033113/pipeline.log b/logs/S2B_MSIL1C_20200727T143729_N0500_R096_T21PTT_20230324T033113/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..cd40cc5646d89a98839b58db0e6f17487d402cfa
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200727T143729_N0500_R096_T21PTT_20230324T033113/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T21:38:48.280927 ---
+2026-03-26T21:38:48  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:38:48  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200727T143729_N0500_R096_T21PTT_20230324T033113
+2026-03-26T21:38:48  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:44:17  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:44:39  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:45:54  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2283969/4051719 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:46:03  clouds_decoded.project               INFO        [cloud_mask] Completed in 106.1s
+2026-03-26T21:46:24  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:46:24  clouds_decoded.sliding_window        INFO      Sliding window: skipping 8/484 windows (no True pixels in skip_mask)
+2026-03-26T21:46:46  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 42.4 seconds
+2026-03-26T21:46:54  clouds_decoded.project               INFO        [cloud_height] Completed in 50.0s
+2026-03-26T21:46:57  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 42.7%
+2026-03-26T21:47:05  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T21:47:08  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T21:47:08  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T21:47:09  clouds_decoded.project               INFO        [albedo] Completed in 13.7s
+2026-03-26T21:47:09  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T21:47:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T21:47:48  clouds_decoded.project               INFO        [refocus] Completed in 38.7s
+2026-03-26T21:47:48  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T21:47:48  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T21:47:50  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T21:48:26  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T21:48:26  clouds_decoded.project               INFO        [cloud_properties] Completed in 38.5s
diff --git a/logs/S2B_MSIL1C_20200811T182919_N0500_R027_T11RLP_20230521T192733/pipeline.log b/logs/S2B_MSIL1C_20200811T182919_N0500_R027_T11RLP_20230521T192733/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..91eeff04995606a6bf03501e715394bde70f0acc
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200811T182919_N0500_R027_T11RLP_20230521T192733/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:38:41.091731 ---
+2026-03-26T18:38:41  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:38:41  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200811T182919_N0500_R027_T11RLP_20230521T192733
+2026-03-26T18:38:41  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:42:00  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:42:01  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:42:33  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3311132/3505986 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:42:34  clouds_decoded.project               INFO        [cloud_mask] Completed in 33.8s
+2026-03-26T18:42:37  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:42:58  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 24.0 seconds
+2026-03-26T18:43:01  clouds_decoded.project               INFO        [cloud_height] Completed in 27.2s
+2026-03-26T18:43:03  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 4.1%
+2026-03-26T18:43:03  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 4.1% < threshold 5%. Running fallback.
+2026-03-26T18:43:03  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:43:03  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:43:03  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:43:03  clouds_decoded.project               INFO        [albedo] Completed in 2.2s
+2026-03-26T18:43:03  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:43:45  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:43:45  clouds_decoded.project               INFO        [refocus] Completed in 41.4s
+2026-03-26T18:43:45  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:43:45  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:43:46  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:43:53  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:43:56  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.1s
diff --git a/logs/S2B_MSIL1C_20200921T011659_N0500_R031_T54SVC_20230331T145402/pipeline.log b/logs/S2B_MSIL1C_20200921T011659_N0500_R031_T54SVC_20230331T145402/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..74ce4926aa827d8f48b0f750d7c6f8e0d4b2661d
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200921T011659_N0500_R031_T54SVC_20230331T145402/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:14:30.340339 ---
+2026-03-27T15:14:30  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:14:30  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200921T011659_N0500_R031_T54SVC_20230331T145402
+2026-03-27T15:14:30  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:21:08  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:21:09  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:21:42  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4838448/4842085 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:21:43  clouds_decoded.project               INFO        [cloud_mask] Completed in 34.9s
+2026-03-27T15:21:58  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:22:56  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 61.7 seconds
+2026-03-27T15:23:03  clouds_decoded.project               INFO        [cloud_height] Completed in 68.0s
+2026-03-27T15:23:06  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-27T15:23:06  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-27T15:23:06  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T15:23:06  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T15:23:06  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T15:23:06  clouds_decoded.project               INFO        [albedo] Completed in 3.1s
+2026-03-27T15:23:06  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:24:21  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:24:21  clouds_decoded.project               INFO        [refocus] Completed in 74.9s
+2026-03-27T15:24:22  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:24:22  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:24:23  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:24:57  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:24:59  clouds_decoded.project               INFO        [cloud_properties] Completed in 37.9s
diff --git a/logs/S2B_MSIL1C_20200925T143729_N0500_R096_T21PTT_20230504T200518/pipeline.log b/logs/S2B_MSIL1C_20200925T143729_N0500_R096_T21PTT_20230504T200518/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..99e844989fa8015d3e8f873c6b3989ce5bd85c50
--- /dev/null
+++ b/logs/S2B_MSIL1C_20200925T143729_N0500_R096_T21PTT_20230504T200518/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T21:43:09.998123 ---
+2026-03-26T21:43:09  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:43:09  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20200925T143729_N0500_R096_T21PTT_20230504T200518
+2026-03-26T21:43:09  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:46:56  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:46:57  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:47:37  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 454338/1430529 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:47:39  clouds_decoded.project               INFO        [cloud_mask] Completed in 42.6s
+2026-03-26T21:47:45  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:47:45  clouds_decoded.sliding_window        INFO      Sliding window: skipping 46/484 windows (no True pixels in skip_mask)
+2026-03-26T21:48:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 48.4 seconds
+2026-03-26T21:49:22  clouds_decoded.project               INFO        [cloud_height] Completed in 102.9s
+2026-03-26T21:49:23  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 85.8%
+2026-03-26T21:49:27  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T21:49:29  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T21:49:29  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T21:49:30  clouds_decoded.project               INFO        [albedo] Completed in 8.3s
+2026-03-26T21:49:30  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T21:51:00  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T21:51:00  clouds_decoded.project               INFO        [refocus] Completed in 90.2s
+2026-03-26T21:51:00  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T21:51:01  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T21:51:02  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T21:51:14  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T21:51:15  clouds_decoded.project               INFO        [cloud_properties] Completed in 14.9s
diff --git a/logs/S2B_MSIL1C_20201001T011659_N0500_R031_T54SVC_20230415T133820/pipeline.log b/logs/S2B_MSIL1C_20201001T011659_N0500_R031_T54SVC_20230415T133820/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e3441cd9ad3e48b296ba099b5cccfa1cbcc96079
--- /dev/null
+++ b/logs/S2B_MSIL1C_20201001T011659_N0500_R031_T54SVC_20230415T133820/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:16:34.329078 ---
+2026-03-27T15:16:34  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:16:34  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20201001T011659_N0500_R031_T54SVC_20230415T133820
+2026-03-27T15:16:34  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:21:43  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:21:44  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:23:01  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2332829/2332829 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:23:02  clouds_decoded.project               INFO        [cloud_mask] Completed in 79.5s
+2026-03-27T15:23:07  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:24:09  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 66.3 seconds
+2026-03-27T15:24:13  clouds_decoded.project               INFO        [cloud_height] Completed in 69.4s
+2026-03-27T15:24:17  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-27T15:24:17  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-27T15:24:17  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T15:24:17  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T15:24:17  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T15:24:17  clouds_decoded.project               INFO        [albedo] Completed in 4.6s
+2026-03-27T15:24:17  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:27:10  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:27:10  clouds_decoded.project               INFO        [refocus] Completed in 172.4s
+2026-03-27T15:27:10  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:27:11  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:27:29  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:27:47  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:27:49  clouds_decoded.project               INFO        [cloud_properties] Completed in 38.7s
diff --git a/logs/S2B_MSIL1C_20201028T213929_N0500_R143_T02KNG_20230327T183507/pipeline.log b/logs/S2B_MSIL1C_20201028T213929_N0500_R143_T02KNG_20230327T183507/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..facfd30b8eec11bc27cbb6badf32b1721a7219ef
--- /dev/null
+++ b/logs/S2B_MSIL1C_20201028T213929_N0500_R143_T02KNG_20230327T183507/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T16:06:44.185713 ---
+2026-03-26T16:06:44  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:06:44  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20201028T213929_N0500_R143_T02KNG_20230327T183507
+2026-03-26T16:06:44  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:11:47  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:11:47  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:12:51  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2797174/3855127 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:12:53  clouds_decoded.project               INFO        [cloud_mask] Completed in 65.7s
+2026-03-26T16:19:14  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:20:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 437.4 seconds
+2026-03-26T16:20:14  clouds_decoded.project               INFO        [cloud_height] Completed in 441.2s
+2026-03-26T16:20:21  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 21.0%
+2026-03-26T16:20:24  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T16:23:32  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T16:23:32  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T16:23:33  clouds_decoded.project               INFO        [albedo] Completed in 198.1s
+2026-03-26T16:24:30  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:28:04  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:28:04  clouds_decoded.project               INFO        [refocus] Completed in 214.8s
+2026-03-26T16:28:05  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:28:05  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:28:06  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:28:36  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:28:38  clouds_decoded.project               INFO        [cloud_properties] Completed in 33.1s
diff --git a/logs/S2B_MSIL1C_20201124T143729_N0500_R096_T21PTT_20230301T095504/pipeline.log b/logs/S2B_MSIL1C_20201124T143729_N0500_R096_T21PTT_20230301T095504/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..bc77c4fbd1fe07f2eddecf2b9442188de20c7b96
--- /dev/null
+++ b/logs/S2B_MSIL1C_20201124T143729_N0500_R096_T21PTT_20230301T095504/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T21:46:04.177656 ---
+2026-03-26T21:46:04  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:46:04  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20201124T143729_N0500_R096_T21PTT_20230301T095504
+2026-03-26T21:46:04  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:49:24  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:49:25  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:50:54  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1675456/5664175 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:50:55  clouds_decoded.project               INFO        [cloud_mask] Completed in 90.7s
+2026-03-26T21:50:58  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:51:41  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 46.2 seconds
+2026-03-26T21:52:35  clouds_decoded.project               INFO        [cloud_height] Completed in 100.4s
+2026-03-26T21:52:37  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 71.9%
+2026-03-26T21:52:41  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T21:52:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T21:52:44  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T21:52:45  clouds_decoded.project               INFO        [albedo] Completed in 9.2s
+2026-03-26T21:52:45  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T21:53:23  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T21:53:23  clouds_decoded.project               INFO        [refocus] Completed in 38.4s
+2026-03-26T21:53:23  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T21:53:23  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T21:53:25  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T21:53:44  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T21:53:44  clouds_decoded.project               INFO        [cloud_properties] Completed in 21.2s
diff --git a/logs/S2B_MSIL1C_20201209T183749_N0500_R027_T11RLP_20230225T215731/pipeline.log b/logs/S2B_MSIL1C_20201209T183749_N0500_R027_T11RLP_20230225T215731/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..65f869e8a358d993d9a443013b01368b467757a7
--- /dev/null
+++ b/logs/S2B_MSIL1C_20201209T183749_N0500_R027_T11RLP_20230225T215731/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T18:42:34.433547 ---
+2026-03-26T18:42:34  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:42:34  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20201209T183749_N0500_R027_T11RLP_20230225T215731
+2026-03-26T18:42:34  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:44:32  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:44:32  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:45:33  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3859973/4263328 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:45:35  clouds_decoded.project               INFO        [cloud_mask] Completed in 63.7s
+2026-03-26T18:45:38  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:46:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 34.9 seconds
+2026-03-26T18:46:32  clouds_decoded.project               INFO        [cloud_height] Completed in 56.6s
+2026-03-26T18:46:34  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 9.6%
+2026-03-26T18:46:38  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:46:40  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:46:41  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:46:41  clouds_decoded.project               INFO        [albedo] Completed in 9.1s
+2026-03-26T18:46:41  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:48:03  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:48:03  clouds_decoded.project               INFO        [refocus] Completed in 82.1s
+2026-03-26T18:48:03  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:48:03  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:48:05  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:48:10  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:48:12  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.2s
diff --git a/logs/S2B_MSIL1C_20201220T012049_N0500_R031_T54SVC_20230228T220109/pipeline.log b/logs/S2B_MSIL1C_20201220T012049_N0500_R031_T54SVC_20230228T220109/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..b77bc75ac9c90a7d71c27b7eab98546298cb0288
--- /dev/null
+++ b/logs/S2B_MSIL1C_20201220T012049_N0500_R031_T54SVC_20230228T220109/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T15:21:08.437467 ---
+2026-03-27T15:21:08  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:21:08  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20201220T012049_N0500_R031_T54SVC_20230228T220109
+2026-03-27T15:21:08  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:24:13  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:24:17  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:27:00  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 6568941/9763894 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:27:01  clouds_decoded.project               INFO        [cloud_mask] Completed in 168.3s
+2026-03-27T15:27:04  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:27:47  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 45.1 seconds
+2026-03-27T15:27:50  clouds_decoded.project               INFO        [cloud_height] Completed in 48.2s
+2026-03-27T15:27:54  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 22.9%
+2026-03-27T15:27:57  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:28:00  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:28:00  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:28:01  clouds_decoded.project               INFO        [albedo] Completed in 11.2s
+2026-03-27T15:28:01  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:29:40  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:29:40  clouds_decoded.project               INFO        [refocus] Completed in 99.0s
+2026-03-27T15:29:40  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:29:40  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:29:42  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:30:00  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:30:02  clouds_decoded.project               INFO        [cloud_properties] Completed in 21.9s
diff --git a/logs/S2B_MSIL1C_20210208T011809_N0500_R031_T54SVC_20230610T110645/pipeline.log b/logs/S2B_MSIL1C_20210208T011809_N0500_R031_T54SVC_20230610T110645/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..282292bca86b6c361c2c37717af2582e411259f2
--- /dev/null
+++ b/logs/S2B_MSIL1C_20210208T011809_N0500_R031_T54SVC_20230610T110645/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:23:02.819798 ---
+2026-03-27T15:23:02  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:23:02  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20210208T011809_N0500_R031_T54SVC_20230610T110645
+2026-03-27T15:23:02  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:27:50  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:27:54  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:29:25  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4399341/5897743 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:29:28  clouds_decoded.project               INFO        [cloud_mask] Completed in 98.2s
+2026-03-27T15:29:38  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:29:38  clouds_decoded.sliding_window        INFO      Sliding window: skipping 5/484 windows (no True pixels in skip_mask)
+2026-03-27T15:30:03  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 35.0 seconds
+2026-03-27T15:30:06  clouds_decoded.project               INFO        [cloud_height] Completed in 38.7s
+2026-03-27T15:30:08  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 27.1%
+2026-03-27T15:30:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:30:13  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:30:13  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:30:13  clouds_decoded.project               INFO        [albedo] Completed in 6.6s
+2026-03-27T15:30:13  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:31:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:31:22  clouds_decoded.project               INFO        [refocus] Completed in 69.1s
+2026-03-27T15:31:22  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:31:23  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:31:24  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:31:35  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:31:38  clouds_decoded.project               INFO        [cloud_properties] Completed in 15.8s
diff --git a/logs/S2B_MSIL1C_20210212T143729_N0500_R096_T21PTT_20230529T193233/pipeline.log b/logs/S2B_MSIL1C_20210212T143729_N0500_R096_T21PTT_20230529T193233/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..d8878e7fdc1886129f903028ea41256646b63eda
--- /dev/null
+++ b/logs/S2B_MSIL1C_20210212T143729_N0500_R096_T21PTT_20230529T193233/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T21:49:24.749283 ---
+2026-03-26T21:49:24  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:49:24  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20210212T143729_N0500_R096_T21PTT_20230529T193233
+2026-03-26T21:49:24  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:53:16  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:53:17  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:54:30  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 137398/574948 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:54:31  clouds_decoded.project               INFO        [cloud_mask] Completed in 75.0s
+2026-03-26T21:54:34  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:54:34  clouds_decoded.sliding_window        INFO      Sliding window: skipping 215/484 windows (no True pixels in skip_mask)
+2026-03-26T21:54:58  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 26.8 seconds
+2026-03-26T21:55:35  clouds_decoded.project               INFO        [cloud_height] Completed in 63.6s
+2026-03-26T21:55:37  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 97.1%
+2026-03-26T21:55:44  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T21:55:47  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T21:55:48  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T21:55:48  clouds_decoded.project               INFO        [albedo] Completed in 13.1s
+2026-03-26T21:55:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T21:56:39  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T21:56:39  clouds_decoded.project               INFO        [refocus] Completed in 50.7s
+2026-03-26T21:56:39  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T21:56:39  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T21:56:41  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T21:56:57  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T21:56:58  clouds_decoded.project               INFO        [cloud_properties] Completed in 19.0s
diff --git a/logs/S2B_MSIL1C_20210320T011649_N0500_R031_T54SVC_20230510T214412/pipeline.log b/logs/S2B_MSIL1C_20210320T011649_N0500_R031_T54SVC_20230510T214412/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..f8e8bfd4c49804c61ef40e1e3c2aac35d73f870d
--- /dev/null
+++ b/logs/S2B_MSIL1C_20210320T011649_N0500_R031_T54SVC_20230510T214412/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T15:24:13.584428 ---
+2026-03-27T15:24:13  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:24:13  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20210320T011649_N0500_R031_T54SVC_20230510T214412
+2026-03-27T15:24:13  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:29:28  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:29:36  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:30:09  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2649123/2881154 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:30:10  clouds_decoded.project               INFO        [cloud_mask] Completed in 42.5s
+2026-03-27T15:30:13  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:30:41  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 30.9 seconds
+2026-03-27T15:30:59  clouds_decoded.project               INFO        [cloud_height] Completed in 48.2s
+2026-03-27T15:31:10  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 5.6%
+2026-03-27T15:31:13  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:31:16  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:31:17  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:31:17  clouds_decoded.project               INFO        [albedo] Completed in 18.4s
+2026-03-27T15:31:17  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:33:11  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:33:11  clouds_decoded.project               INFO        [refocus] Completed in 113.8s
+2026-03-27T15:33:11  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:33:11  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:33:13  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:33:26  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:33:28  clouds_decoded.project               INFO        [cloud_properties] Completed in 16.6s
diff --git a/logs/S2B_MSIL1C_20210327T213929_N0500_R143_T02KNG_20230511T044707/pipeline.log b/logs/S2B_MSIL1C_20210327T213929_N0500_R143_T02KNG_20230511T044707/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e5966d8429eed7ffb4c5430d81121ee56ccf9583
--- /dev/null
+++ b/logs/S2B_MSIL1C_20210327T213929_N0500_R143_T02KNG_20230511T044707/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T16:19:16.571568 ---
+2026-03-26T16:19:16  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:19:16  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20210327T213929_N0500_R143_T02KNG_20230511T044707
+2026-03-26T16:19:16  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:24:24  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:24:24  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:27:54  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2415712/4658989 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:27:55  clouds_decoded.project               INFO        [cloud_mask] Completed in 211.8s
+2026-03-26T16:28:47  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:29:35  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 54.8 seconds
+2026-03-26T16:29:37  clouds_decoded.project               INFO        [cloud_height] Completed in 57.8s
+2026-03-26T16:29:53  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 49.9%
+2026-03-26T16:30:00  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T16:30:02  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T16:30:03  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T16:30:04  clouds_decoded.project               INFO        [albedo] Completed in 26.0s
+2026-03-26T16:32:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:34:13  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:34:13  clouds_decoded.project               INFO        [refocus] Completed in 96.8s
+2026-03-26T16:34:14  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:34:14  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:34:15  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:34:52  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:34:53  clouds_decoded.project               INFO        [cloud_properties] Completed in 39.2s
diff --git a/logs/S2B_MSIL1C_20210403T143729_N0500_R096_T21PTT_20230511T184940/pipeline.log b/logs/S2B_MSIL1C_20210403T143729_N0500_R096_T21PTT_20230511T184940/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1da7edc943673ac66549620a34388b223926f738
--- /dev/null
+++ b/logs/S2B_MSIL1C_20210403T143729_N0500_R096_T21PTT_20230511T184940/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T21:52:37.907804 ---
+2026-03-26T21:52:37  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:52:37  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20210403T143729_N0500_R096_T21PTT_20230511T184940
+2026-03-26T21:52:37  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:55:35  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:55:35  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:56:31  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1387151/2839419 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:56:32  clouds_decoded.project               INFO        [cloud_mask] Completed in 57.2s
+2026-03-26T21:56:35  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:56:35  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T21:57:18  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 45.9 seconds
+2026-03-26T21:57:47  clouds_decoded.project               INFO        [cloud_height] Completed in 75.2s
+2026-03-26T21:57:48  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 50.1%
+2026-03-26T21:57:52  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T21:57:54  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T21:57:55  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T21:57:55  clouds_decoded.project               INFO        [albedo] Completed in 8.0s
+2026-03-26T21:57:55  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T21:58:24  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T21:58:24  clouds_decoded.project               INFO        [refocus] Completed in 29.2s
+2026-03-26T21:58:24  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T21:58:24  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T21:58:25  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T21:58:29  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T21:58:30  clouds_decoded.project               INFO        [cloud_properties] Completed in 5.4s
diff --git a/logs/S2B_MSIL1C_20210409T011649_N0500_R031_T54SVC_20230510T015948/pipeline.log b/logs/S2B_MSIL1C_20210409T011649_N0500_R031_T54SVC_20230510T015948/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..a6adaf017517078008ceed5e8027ebb2cd1b7f9b
--- /dev/null
+++ b/logs/S2B_MSIL1C_20210409T011649_N0500_R031_T54SVC_20230510T015948/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:27:01.928160 ---
+2026-03-27T15:27:01  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:27:01  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20210409T011649_N0500_R031_T54SVC_20230510T015948
+2026-03-27T15:27:01  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:30:10  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:30:11  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:31:10  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1205266/2505413 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:31:11  clouds_decoded.project               INFO        [cloud_mask] Completed in 61.0s
+2026-03-27T15:31:14  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:31:14  clouds_decoded.sliding_window        INFO      Sliding window: skipping 31/484 windows (no True pixels in skip_mask)
+2026-03-27T15:31:41  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 29.5 seconds
+2026-03-27T15:31:49  clouds_decoded.project               INFO        [cloud_height] Completed in 37.7s
+2026-03-27T15:32:17  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 73.6%
+2026-03-27T15:32:54  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:33:05  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:33:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:33:06  clouds_decoded.project               INFO        [albedo] Completed in 76.8s
+2026-03-27T15:33:06  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:34:14  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:34:14  clouds_decoded.project               INFO        [refocus] Completed in 67.5s
+2026-03-27T15:34:14  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:34:14  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:34:15  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:34:32  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:34:34  clouds_decoded.project               INFO        [cloud_properties] Completed in 20.4s
diff --git a/logs/S2B_MSIL1C_20210428T182909_N0500_R027_T11RLP_20230525T103232/pipeline.log b/logs/S2B_MSIL1C_20210428T182909_N0500_R027_T11RLP_20230525T103232/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..b85aa6b52fb923c3070354b2a1cd83f0c17956c4
--- /dev/null
+++ b/logs/S2B_MSIL1C_20210428T182909_N0500_R027_T11RLP_20230525T103232/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:45:35.786530 ---
+2026-03-26T18:45:35  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:45:35  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20210428T182909_N0500_R027_T11RLP_20230525T103232
+2026-03-26T18:45:35  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:49:01  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:49:02  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:49:46  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1194527/1679487 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:49:47  clouds_decoded.project               INFO        [cloud_mask] Completed in 46.1s
+2026-03-26T18:49:50  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:49:50  clouds_decoded.sliding_window        INFO      Sliding window: skipping 82/484 windows (no True pixels in skip_mask)
+2026-03-26T18:50:16  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 28.7 seconds
+2026-03-26T18:50:19  clouds_decoded.project               INFO        [cloud_height] Completed in 32.2s
+2026-03-26T18:50:28  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 74.3%
+2026-03-26T18:51:18  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:51:25  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:51:27  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:51:27  clouds_decoded.project               INFO        [albedo] Completed in 67.6s
+2026-03-26T18:51:28  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:53:09  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:53:09  clouds_decoded.project               INFO        [refocus] Completed in 100.9s
+2026-03-26T18:53:09  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:53:09  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:53:09  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:53:14  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:53:14  clouds_decoded.project               INFO        [cloud_properties] Completed in 5.8s
diff --git a/logs/S2B_MSIL1C_20210523T143729_N0500_R096_T21PTT_20230225T070947/pipeline.log b/logs/S2B_MSIL1C_20210523T143729_N0500_R096_T21PTT_20230225T070947/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..6258878e4357f8e85041d146226739fcb87a12d1
--- /dev/null
+++ b/logs/S2B_MSIL1C_20210523T143729_N0500_R096_T21PTT_20230225T070947/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T21:53:16.787435 ---
+2026-03-26T21:53:16  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:53:16  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20210523T143729_N0500_R096_T21PTT_20230225T070947
+2026-03-26T21:53:16  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:56:32  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:56:33  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:57:48  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1792928/4141277 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:57:50  clouds_decoded.project               INFO        [cloud_mask] Completed in 77.8s
+2026-03-26T21:57:53  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:57:53  clouds_decoded.sliding_window        INFO      Sliding window: skipping 37/484 windows (no True pixels in skip_mask)
+2026-03-26T21:58:17  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 27.7 seconds
+2026-03-26T21:58:20  clouds_decoded.project               INFO        [cloud_height] Completed in 30.9s
+2026-03-26T21:58:22  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 71.5%
+2026-03-26T21:58:25  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T21:58:27  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T21:58:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T21:58:28  clouds_decoded.project               INFO        [albedo] Completed in 7.5s
+2026-03-26T21:58:28  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T21:59:33  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T21:59:33  clouds_decoded.project               INFO        [refocus] Completed in 65.4s
+2026-03-26T21:59:33  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T21:59:34  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T21:59:35  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T21:59:50  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T21:59:51  clouds_decoded.project               INFO        [cloud_properties] Completed in 17.8s
diff --git a/logs/S2B_MSIL1C_20210618T011659_N0500_R031_T54SVC_20230202T033149/pipeline.log b/logs/S2B_MSIL1C_20210618T011659_N0500_R031_T54SVC_20230202T033149/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..3813d33faf0456d7e57ef575673c85d2daafa178
--- /dev/null
+++ b/logs/S2B_MSIL1C_20210618T011659_N0500_R031_T54SVC_20230202T033149/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T15:29:28.234261 ---
+2026-03-27T15:29:28  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:29:28  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20210618T011659_N0500_R031_T54SVC_20230202T033149
+2026-03-27T15:29:28  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:32:59  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:33:00  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:34:04  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2328765/3004553 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:34:05  clouds_decoded.project               INFO        [cloud_mask] Completed in 65.9s
+2026-03-27T15:34:11  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:34:41  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 36.0 seconds
+2026-03-27T15:34:45  clouds_decoded.project               INFO        [cloud_height] Completed in 40.2s
+2026-03-27T15:35:08  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 10.5%
+2026-03-27T15:35:24  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:36:01  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:36:01  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:36:02  clouds_decoded.project               INFO        [albedo] Completed in 76.3s
+2026-03-27T15:36:02  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:37:12  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:37:12  clouds_decoded.project               INFO        [refocus] Completed in 70.0s
+2026-03-27T15:37:12  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:37:12  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:37:14  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:37:31  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:37:33  clouds_decoded.project               INFO        [cloud_properties] Completed in 20.7s
diff --git a/logs/S2B_MSIL1C_20210622T143729_N0500_R096_T21PTT_20230313T171505/pipeline.log b/logs/S2B_MSIL1C_20210622T143729_N0500_R096_T21PTT_20230313T171505/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..018a1a70003b9dda04e5f5eb6a21e7cbc9a1df6f
--- /dev/null
+++ b/logs/S2B_MSIL1C_20210622T143729_N0500_R096_T21PTT_20230313T171505/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T21:54:31.770477 ---
+2026-03-26T21:54:31  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:54:31  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20210622T143729_N0500_R096_T21PTT_20230313T171505
+2026-03-26T21:54:31  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:57:50  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:57:50  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:58:23  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 787941/2209737 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:58:24  clouds_decoded.project               INFO        [cloud_mask] Completed in 34.0s
+2026-03-26T21:58:26  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:58:26  clouds_decoded.sliding_window        INFO      Sliding window: skipping 88/484 windows (no True pixels in skip_mask)
+2026-03-26T21:59:16  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 52.4 seconds
+2026-03-26T21:59:25  clouds_decoded.project               INFO        [cloud_height] Completed in 61.0s
+2026-03-26T21:59:27  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 81.5%
+2026-03-26T21:59:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T21:59:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T21:59:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T21:59:37  clouds_decoded.project               INFO        [albedo] Completed in 12.0s
+2026-03-26T21:59:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:00:09  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:00:09  clouds_decoded.project               INFO        [refocus] Completed in 32.6s
+2026-03-26T22:00:09  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:00:10  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:00:11  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:00:21  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:00:22  clouds_decoded.project               INFO        [cloud_properties] Completed in 13.1s
diff --git a/logs/S2B_MSIL1C_20210702T143729_N0500_R096_T21PTT_20230223T075748/pipeline.log b/logs/S2B_MSIL1C_20210702T143729_N0500_R096_T21PTT_20230223T075748/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..eddf10424dbfa7123e08c8f3ef7d08209420daab
--- /dev/null
+++ b/logs/S2B_MSIL1C_20210702T143729_N0500_R096_T21PTT_20230223T075748/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T21:55:35.114157 ---
+2026-03-26T21:55:35  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T21:55:35  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20210702T143729_N0500_R096_T21PTT_20230223T075748
+2026-03-26T21:55:35  clouds_decoded.project               INFO      ============================================================
+2026-03-26T21:58:24  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T21:58:24  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T21:59:22  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1772364/1855043 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T21:59:23  clouds_decoded.project               INFO        [cloud_mask] Completed in 59.4s
+2026-03-26T21:59:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T21:59:51  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 26.2 seconds
+2026-03-26T21:59:55  clouds_decoded.project               INFO        [cloud_height] Completed in 30.1s
+2026-03-26T22:00:00  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.5%
+2026-03-26T22:00:00  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.5% < threshold 5%. Running fallback.
+2026-03-26T22:00:00  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T22:00:00  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T22:00:00  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T22:00:00  clouds_decoded.project               INFO        [albedo] Completed in 5.2s
+2026-03-26T22:00:00  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:00:44  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:00:44  clouds_decoded.project               INFO        [refocus] Completed in 43.9s
+2026-03-26T22:00:44  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:00:44  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:00:45  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:00:47  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:00:50  clouds_decoded.project               INFO        [cloud_properties] Completed in 6.1s
diff --git a/logs/S2B_MSIL1C_20210814T213929_N0500_R143_T02KNG_20230111T000927/pipeline.log b/logs/S2B_MSIL1C_20210814T213929_N0500_R143_T02KNG_20230111T000927/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..b168246a903fcead31862eaa3f3abcf56e1ecac5
--- /dev/null
+++ b/logs/S2B_MSIL1C_20210814T213929_N0500_R143_T02KNG_20230111T000927/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T16:28:40.694346 ---
+2026-03-26T16:28:40  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:28:40  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20210814T213929_N0500_R143_T02KNG_20230111T000927
+2026-03-26T16:28:40  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:32:07  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:32:25  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:33:17  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1666431/3926647 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:33:18  clouds_decoded.project               INFO        [cloud_mask] Completed in 71.3s
+2026-03-26T16:39:01  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:39:01  clouds_decoded.sliding_window        INFO      Sliding window: skipping 31/484 windows (no True pixels in skip_mask)
+2026-03-26T16:39:51  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 295.7 seconds
+2026-03-26T16:39:54  clouds_decoded.project               INFO        [cloud_height] Completed in 299.0s
+2026-03-26T16:40:14  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 73.9%
+2026-03-26T16:40:31  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T16:40:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T16:40:34  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T16:40:35  clouds_decoded.project               INFO        [albedo] Completed in 40.4s
+2026-03-26T16:48:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:53:18  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:53:18  clouds_decoded.project               INFO        [refocus] Completed in 269.4s
+2026-03-26T16:53:18  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:53:18  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:53:19  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:53:54  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:53:55  clouds_decoded.project               INFO        [cloud_properties] Completed in 37.1s
diff --git a/logs/S2B_MSIL1C_20210903T213929_N0500_R143_T02KNG_20230108T084142/pipeline.log b/logs/S2B_MSIL1C_20210903T213929_N0500_R143_T02KNG_20230108T084142/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..7005c9dfb1f26abae3eabb45b48aac3d170d785f
--- /dev/null
+++ b/logs/S2B_MSIL1C_20210903T213929_N0500_R143_T02KNG_20230108T084142/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T16:29:54.053430 ---
+2026-03-26T16:29:54  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:29:54  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20210903T213929_N0500_R143_T02KNG_20230108T084142
+2026-03-26T16:29:54  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:33:18  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:34:02  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:34:54  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3082512/3172236 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:34:55  clouds_decoded.project               INFO        [cloud_mask] Completed in 96.7s
+2026-03-26T16:40:29  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:41:17  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 82.6 seconds
+2026-03-26T16:41:20  clouds_decoded.project               INFO        [cloud_height] Completed in 85.7s
+2026-03-26T16:43:57  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.8%
+2026-03-26T16:43:57  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.8% < threshold 5%. Running fallback.
+2026-03-26T16:43:57  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T16:44:22  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T16:44:22  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T16:44:36  clouds_decoded.project               INFO        [albedo] Completed in 196.2s
+2026-03-26T16:53:18  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T16:54:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T16:54:22  clouds_decoded.project               INFO        [refocus] Completed in 63.9s
+2026-03-26T16:54:22  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T16:54:22  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T16:54:23  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T16:54:47  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T16:54:49  clouds_decoded.project               INFO        [cloud_properties] Completed in 26.7s
diff --git a/logs/S2B_MSIL1C_20210915T182919_N0500_R027_T11RLP_20230123T224032/pipeline.log b/logs/S2B_MSIL1C_20210915T182919_N0500_R027_T11RLP_20230123T224032/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..f498c8e50ab56eb805e5413066a718da47bbf75c
--- /dev/null
+++ b/logs/S2B_MSIL1C_20210915T182919_N0500_R027_T11RLP_20230123T224032/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T18:50:22.200707 ---
+2026-03-26T18:50:22  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:50:22  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20210915T182919_N0500_R027_T11RLP_20230123T224032
+2026-03-26T18:50:22  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:55:17  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:55:18  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:56:22  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1150699/1153279 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T18:56:25  clouds_decoded.project               INFO        [cloud_mask] Completed in 67.8s
+2026-03-26T18:56:29  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:56:51  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 26.5 seconds
+2026-03-26T18:56:56  clouds_decoded.project               INFO        [cloud_height] Completed in 31.0s
+2026-03-26T18:56:57  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 16.8%
+2026-03-26T18:57:00  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:57:02  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:57:02  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:57:02  clouds_decoded.project               INFO        [albedo] Completed in 6.6s
+2026-03-26T18:57:02  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:58:24  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:58:24  clouds_decoded.project               INFO        [refocus] Completed in 81.9s
+2026-03-26T18:58:24  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:58:25  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:58:25  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:58:27  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:58:29  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.6s
diff --git a/logs/S2B_MSIL1C_20211006T011659_N0500_R031_T54SVC_20230105T041050/pipeline.log b/logs/S2B_MSIL1C_20211006T011659_N0500_R031_T54SVC_20230105T041050/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..84da957625331dd2d511fdf944b72467c4ea8e2f
--- /dev/null
+++ b/logs/S2B_MSIL1C_20211006T011659_N0500_R031_T54SVC_20230105T041050/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T15:34:05.712457 ---
+2026-03-27T15:34:05  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:34:05  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20211006T011659_N0500_R031_T54SVC_20230105T041050
+2026-03-27T15:34:05  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:38:42  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:38:43  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:39:59  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2183639/3047199 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:40:00  clouds_decoded.project               INFO        [cloud_mask] Completed in 77.5s
+2026-03-27T15:40:03  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:40:39  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 38.7 seconds
+2026-03-27T15:41:05  clouds_decoded.project               INFO        [cloud_height] Completed in 64.9s
+2026-03-27T15:41:09  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 31.8%
+2026-03-27T15:41:13  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:41:15  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:41:15  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:41:16  clouds_decoded.project               INFO        [albedo] Completed in 11.3s
+2026-03-27T15:41:16  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:42:30  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:42:30  clouds_decoded.project               INFO        [refocus] Completed in 73.6s
+2026-03-27T15:42:30  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:42:30  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:42:31  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:42:46  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:42:48  clouds_decoded.project               INFO        [cloud_properties] Completed in 18.5s
diff --git a/logs/S2B_MSIL1C_20211102T213929_N0500_R143_T02KNG_20221230T224925/pipeline.log b/logs/S2B_MSIL1C_20211102T213929_N0500_R143_T02KNG_20221230T224925/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..b06ba9c279663a262b272fdd564703b398afb6a5
--- /dev/null
+++ b/logs/S2B_MSIL1C_20211102T213929_N0500_R143_T02KNG_20221230T224925/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T16:32:07.541675 ---
+2026-03-26T16:32:07  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:32:07  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20211102T213929_N0500_R143_T02KNG_20221230T224925
+2026-03-26T16:32:07  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:40:06  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:40:28  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:41:19  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 939638/3512935 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:41:21  clouds_decoded.project               INFO        [cloud_mask] Completed in 74.9s
+2026-03-26T16:48:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:48:44  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T16:49:30  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 153.3 seconds
+2026-03-26T16:49:36  clouds_decoded.project               INFO        [cloud_height] Completed in 159.7s
+2026-03-26T16:50:13  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 76.8%
+2026-03-26T16:52:05  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T16:53:13  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T16:53:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T16:53:14  clouds_decoded.project               INFO        [albedo] Completed in 218.2s
+2026-03-26T16:59:24  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:00:51  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:00:51  clouds_decoded.project               INFO        [refocus] Completed in 86.9s
+2026-03-26T17:00:51  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:00:51  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:00:52  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:00:58  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:01:00  clouds_decoded.project               INFO        [cloud_properties] Completed in 8.7s
diff --git a/logs/S2B_MSIL1C_20211219T143719_N0500_R096_T21PTT_20221227T172530/pipeline.log b/logs/S2B_MSIL1C_20211219T143719_N0500_R096_T21PTT_20221227T172530/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..cddb0e2f69e43580c7f0a7c36e14ebf0aec8784b
--- /dev/null
+++ b/logs/S2B_MSIL1C_20211219T143719_N0500_R096_T21PTT_20221227T172530/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:00:07.829332 ---
+2026-03-26T22:00:07  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:00:07  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20211219T143719_N0500_R096_T21PTT_20221227T172530
+2026-03-26T22:00:07  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:02:30  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:02:32  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:03:42  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1606973/3860393 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:03:43  clouds_decoded.project               INFO        [cloud_mask] Completed in 72.6s
+2026-03-26T22:03:45  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:03:45  clouds_decoded.sliding_window        INFO      Sliding window: skipping 18/484 windows (no True pixels in skip_mask)
+2026-03-26T22:04:16  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 33.5 seconds
+2026-03-26T22:04:27  clouds_decoded.project               INFO        [cloud_height] Completed in 44.3s
+2026-03-26T22:04:31  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 67.9%
+2026-03-26T22:04:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:04:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:04:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:04:36  clouds_decoded.project               INFO        [albedo] Completed in 9.4s
+2026-03-26T22:04:36  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:05:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:05:37  clouds_decoded.project               INFO        [refocus] Completed in 60.5s
+2026-03-26T22:05:37  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:05:37  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:05:39  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:05:45  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:05:47  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.6s
diff --git a/logs/S2B_MSIL1C_20220104T012039_N0510_R031_T54SVC_20240423T152950/pipeline.log b/logs/S2B_MSIL1C_20220104T012039_N0510_R031_T54SVC_20240423T152950/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..160dab2420859d562f9b89f823994b4ee9e3c596
--- /dev/null
+++ b/logs/S2B_MSIL1C_20220104T012039_N0510_R031_T54SVC_20240423T152950/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:38:42.813608 ---
+2026-03-27T15:38:42  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:38:42  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20220104T012039_N0510_R031_T54SVC_20240423T152950
+2026-03-27T15:38:42  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:42:23  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:42:23  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:43:57  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 5310893/9461135 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:44:00  clouds_decoded.project               INFO        [cloud_mask] Completed in 97.6s
+2026-03-27T15:44:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:44:09  clouds_decoded.sliding_window        INFO      Sliding window: skipping 30/484 windows (no True pixels in skip_mask)
+2026-03-27T15:44:29  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 28.3 seconds
+2026-03-27T15:44:32  clouds_decoded.project               INFO        [cloud_height] Completed in 31.8s
+2026-03-27T15:44:34  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 58.3%
+2026-03-27T15:44:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:44:39  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:44:39  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:44:39  clouds_decoded.project               INFO        [albedo] Completed in 6.7s
+2026-03-27T15:44:39  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:47:16  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:47:16  clouds_decoded.project               INFO        [refocus] Completed in 156.9s
+2026-03-27T15:47:16  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:47:16  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:47:17  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:47:20  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:47:21  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.9s
diff --git a/logs/S2B_MSIL1C_20220111T213929_N0510_R143_T02KNG_20240427T121643/pipeline.log b/logs/S2B_MSIL1C_20220111T213929_N0510_R143_T02KNG_20240427T121643/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..b16201ce686b89fecc7e9d8039993e4f62f2cc8a
--- /dev/null
+++ b/logs/S2B_MSIL1C_20220111T213929_N0510_R143_T02KNG_20240427T121643/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T16:34:55.507916 ---
+2026-03-26T16:34:55  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:34:55  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20220111T213929_N0510_R143_T02KNG_20240427T121643
+2026-03-26T16:34:55  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:46:56  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:48:42  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:49:51  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1568939/2492951 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:51:37  clouds_decoded.project               INFO        [cloud_mask] Completed in 280.5s
+2026-03-26T16:54:14  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:54:14  clouds_decoded.sliding_window        INFO      Sliding window: skipping 74/484 windows (no True pixels in skip_mask)
+2026-03-26T16:54:49  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 48.2 seconds
+2026-03-26T16:54:53  clouds_decoded.project               INFO        [cloud_height] Completed in 52.0s
+2026-03-26T16:55:04  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 58.6%
+2026-03-26T16:58:00  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T16:59:19  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T16:59:19  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T16:59:19  clouds_decoded.project               INFO        [albedo] Completed in 266.4s
+2026-03-26T17:02:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:05:54  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:05:54  clouds_decoded.project               INFO        [refocus] Completed in 186.5s
+2026-03-26T17:05:54  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:05:55  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:05:55  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:06:10  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:06:12  clouds_decoded.project               INFO        [cloud_properties] Completed in 17.2s
diff --git a/logs/S2B_MSIL1C_20220123T183649_N0510_R027_T11RLP_20240504T210856/pipeline.log b/logs/S2B_MSIL1C_20220123T183649_N0510_R027_T11RLP_20240504T210856/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..28284618426490f0be34bba8328fdabdf8432ea0
--- /dev/null
+++ b/logs/S2B_MSIL1C_20220123T183649_N0510_R027_T11RLP_20240504T210856/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T18:56:25.304201 ---
+2026-03-26T18:56:25  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:56:25  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20220123T183649_N0510_R027_T11RLP_20240504T210856
+2026-03-26T18:56:25  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:58:38  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T18:58:39  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T18:59:46  clouds_decoded.project               INFO        [cloud_mask] Completed in 67.9s
+2026-03-26T18:59:52  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T18:59:52  clouds_decoded.sliding_window        INFO      Sliding window: skipping 484/484 windows (no True pixels in skip_mask)
+2026-03-26T18:59:53  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 6.4 seconds
+2026-03-26T18:59:56  clouds_decoded.project               INFO        [cloud_height] Completed in 10.1s
+2026-03-26T18:59:59  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 100.0%
+2026-03-26T19:00:03  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:00:12  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:00:12  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:00:12  clouds_decoded.project               INFO        [albedo] Completed in 15.8s
+2026-03-26T19:00:12  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:00:52  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:00:52  clouds_decoded.project               INFO        [refocus] Completed in 39.3s
+2026-03-26T19:00:52  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:00:52  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:00:53  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:00:59  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:00:59  clouds_decoded.project               INFO        [cloud_properties] Completed in 7.7s
diff --git a/logs/S2B_MSIL1C_20220220T213919_N0510_R143_T02KNG_20240518T135329/pipeline.log b/logs/S2B_MSIL1C_20220220T213919_N0510_R143_T02KNG_20240518T135329/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..247636969c3394ec4f67ba7dc4fe725606f3c2a1
--- /dev/null
+++ b/logs/S2B_MSIL1C_20220220T213919_N0510_R143_T02KNG_20240518T135329/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T16:40:06.195536 ---
+2026-03-26T16:40:06  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:40:06  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20220220T213919_N0510_R143_T02KNG_20240518T135329
+2026-03-26T16:40:06  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:51:37  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:53:11  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:54:00  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1710491/1733238 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:54:01  clouds_decoded.project               INFO        [cloud_mask] Completed in 143.8s
+2026-03-26T16:59:14  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T16:59:45  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 292.5 seconds
+2026-03-26T17:00:45  clouds_decoded.project               INFO        [cloud_height] Completed in 352.0s
+2026-03-26T17:00:46  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.1%
+2026-03-26T17:00:46  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.1% < threshold 5%. Running fallback.
+2026-03-26T17:00:46  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T17:00:46  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T17:00:46  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T17:00:46  clouds_decoded.project               INFO        [albedo] Completed in 1.7s
+2026-03-26T17:05:54  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:06:41  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:06:41  clouds_decoded.project               INFO        [refocus] Completed in 46.5s
+2026-03-26T17:06:41  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:06:41  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:06:42  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:06:56  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:07:00  clouds_decoded.project               INFO        [cloud_properties] Completed in 18.9s
diff --git a/logs/S2B_MSIL1C_20220309T143729_N0510_R096_T21PTT_20240529T002936/pipeline.log b/logs/S2B_MSIL1C_20220309T143729_N0510_R096_T21PTT_20240529T002936/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e054b247407473d4090361d4299896c13ca4f6a7
--- /dev/null
+++ b/logs/S2B_MSIL1C_20220309T143729_N0510_R096_T21PTT_20240529T002936/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T22:02:30.590701 ---
+2026-03-26T22:02:30  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:02:30  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20220309T143729_N0510_R096_T21PTT_20240529T002936
+2026-03-26T22:02:30  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:05:28  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:05:30  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:06:25  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2504294/5107416 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:06:34  clouds_decoded.project               INFO        [cloud_mask] Completed in 65.4s
+2026-03-26T22:06:39  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:07:07  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 33.4 seconds
+2026-03-26T22:07:11  clouds_decoded.project               INFO        [cloud_height] Completed in 37.6s
+2026-03-26T22:07:39  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 48.3%
+2026-03-26T22:08:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:08:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:08:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:08:37  clouds_decoded.project               INFO        [albedo] Completed in 85.3s
+2026-03-26T22:08:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:09:43  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:09:43  clouds_decoded.project               INFO        [refocus] Completed in 66.5s
+2026-03-26T22:09:44  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:09:44  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:09:45  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:09:57  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:09:58  clouds_decoded.project               INFO        [cloud_properties] Completed in 14.8s
diff --git a/logs/S2B_MSIL1C_20220312T213929_N0510_R143_T02KNG_20240520T045650/pipeline.log b/logs/S2B_MSIL1C_20220312T213929_N0510_R143_T02KNG_20240520T045650/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..3a43c90ed73d20918e967576573baadbf27a6d90
--- /dev/null
+++ b/logs/S2B_MSIL1C_20220312T213929_N0510_R143_T02KNG_20240520T045650/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T16:41:21.110168 ---
+2026-03-26T16:41:21  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:41:21  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20220312T213929_N0510_R143_T02KNG_20240520T045650
+2026-03-26T16:41:21  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:54:01  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:54:01  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T16:54:25  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2286827/4325715 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T16:54:51  clouds_decoded.project               INFO        [cloud_mask] Completed in 49.8s
+2026-03-26T17:00:47  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:02:32  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 107.4 seconds
+2026-03-26T17:02:37  clouds_decoded.project               INFO        [cloud_height] Completed in 112.0s
+2026-03-26T17:02:38  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 43.9%
+2026-03-26T17:02:44  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:02:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:02:47  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:02:47  clouds_decoded.project               INFO        [albedo] Completed in 10.2s
+2026-03-26T17:06:41  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:07:20  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:07:20  clouds_decoded.project               INFO        [refocus] Completed in 38.5s
+2026-03-26T17:07:20  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:07:20  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:07:20  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:07:23  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:07:25  clouds_decoded.project               INFO        [cloud_properties] Completed in 5.0s
diff --git a/logs/S2B_MSIL1C_20220314T183039_N0510_R027_T11RLP_20240527T133520/pipeline.log b/logs/S2B_MSIL1C_20220314T183039_N0510_R027_T11RLP_20240527T133520/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..a577f6db587e96409a6d50e28ddddc4e92c99430
--- /dev/null
+++ b/logs/S2B_MSIL1C_20220314T183039_N0510_R027_T11RLP_20240527T133520/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T18:58:00.990235 ---
+2026-03-26T18:58:00  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:58:00  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20220314T183039_N0510_R027_T11RLP_20240527T133520
+2026-03-26T18:58:00  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:00:12  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:00:21  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:00:44  clouds_decoded.project               INFO        [cloud_mask] Completed in 32.2s
+2026-03-26T19:00:49  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:00:49  clouds_decoded.sliding_window        INFO      Sliding window: skipping 484/484 windows (no True pixels in skip_mask)
+2026-03-26T19:00:50  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 5.6 seconds
+2026-03-26T19:00:54  clouds_decoded.project               INFO        [cloud_height] Completed in 10.3s
+2026-03-26T19:00:58  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 100.0%
+2026-03-26T19:01:02  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:01:54  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:01:54  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:01:57  clouds_decoded.project               INFO        [albedo] Completed in 62.3s
+2026-03-26T19:01:57  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:03:21  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:03:21  clouds_decoded.project               INFO        [refocus] Completed in 83.6s
+2026-03-26T19:03:21  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:03:21  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:03:22  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:03:35  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:03:35  clouds_decoded.project               INFO        [cloud_properties] Completed in 14.4s
diff --git a/logs/S2B_MSIL1C_20220325T011649_N0510_R031_T54SVC_20240522T154551/pipeline.log b/logs/S2B_MSIL1C_20220325T011649_N0510_R031_T54SVC_20240522T154551/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..33b4c046b87170401099375768c6f5fc4e544361
--- /dev/null
+++ b/logs/S2B_MSIL1C_20220325T011649_N0510_R031_T54SVC_20240522T154551/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:41:11.294585 ---
+2026-03-27T15:41:11  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:41:11  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20220325T011649_N0510_R031_T54SVC_20240522T154551
+2026-03-27T15:41:11  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:44:38  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:44:38  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:46:43  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 639470/1972474 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:46:44  clouds_decoded.project               INFO        [cloud_mask] Completed in 125.7s
+2026-03-27T15:46:46  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:46:46  clouds_decoded.sliding_window        INFO      Sliding window: skipping 108/484 windows (no True pixels in skip_mask)
+2026-03-27T15:47:16  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 31.9 seconds
+2026-03-27T15:47:19  clouds_decoded.project               INFO        [cloud_height] Completed in 35.2s
+2026-03-27T15:47:22  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 82.3%
+2026-03-27T15:47:27  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:47:30  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:47:31  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:47:31  clouds_decoded.project               INFO        [albedo] Completed in 12.2s
+2026-03-27T15:47:31  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:48:24  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:48:24  clouds_decoded.project               INFO        [refocus] Completed in 53.0s
+2026-03-27T15:48:24  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:48:25  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:48:25  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:48:46  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:48:47  clouds_decoded.project               INFO        [cloud_properties] Completed in 22.7s
diff --git a/logs/S2B_MSIL1C_20220423T182909_N0510_R027_T11RLP_20240529T131237/pipeline.log b/logs/S2B_MSIL1C_20220423T182909_N0510_R027_T11RLP_20240529T131237/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1952df54895113fe7519f1e38d421ddbda50389c
--- /dev/null
+++ b/logs/S2B_MSIL1C_20220423T182909_N0510_R027_T11RLP_20240529T131237/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T18:58:38.741988 ---
+2026-03-26T18:58:38  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:58:38  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20220423T182909_N0510_R027_T11RLP_20240529T131237
+2026-03-26T18:58:38  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:00:44  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:00:46  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:02:06  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4737022/6239440 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:02:12  clouds_decoded.project               INFO        [cloud_mask] Completed in 87.7s
+2026-03-26T19:02:20  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:02:51  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 39.0 seconds
+2026-03-26T19:03:11  clouds_decoded.project               INFO        [cloud_height] Completed in 59.6s
+2026-03-26T19:03:17  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 29.8%
+2026-03-26T19:03:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:03:24  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:03:25  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:03:26  clouds_decoded.project               INFO        [albedo] Completed in 14.1s
+2026-03-26T19:03:26  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:04:14  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:04:14  clouds_decoded.project               INFO        [refocus] Completed in 48.4s
+2026-03-26T19:04:14  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:04:14  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:04:15  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:04:31  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:04:33  clouds_decoded.project               INFO        [cloud_properties] Completed in 19.5s
diff --git a/logs/S2B_MSIL1C_20220511T213929_N0510_R143_T02KNG_20240615T145502/pipeline.log b/logs/S2B_MSIL1C_20220511T213929_N0510_R143_T02KNG_20240615T145502/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..5ae04807afbba42af50b95e1caaf4b4f46cc2cdb
--- /dev/null
+++ b/logs/S2B_MSIL1C_20220511T213929_N0510_R143_T02KNG_20240615T145502/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T16:51:37.471799 ---
+2026-03-26T16:51:37  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:51:37  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20220511T213929_N0510_R143_T02KNG_20240615T145502
+2026-03-26T16:51:37  clouds_decoded.project               INFO      ============================================================
+2026-03-26T16:59:20  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T16:59:20  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:00:45  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2593518/2823126 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:00:46  clouds_decoded.project               INFO        [cloud_mask] Completed in 86.4s
+2026-03-26T17:05:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:06:12  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 42.4 seconds
+2026-03-26T17:06:18  clouds_decoded.project               INFO        [cloud_height] Completed in 48.2s
+2026-03-26T17:06:31  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 2.4%
+2026-03-26T17:06:31  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 2.4% < threshold 5%. Running fallback.
+2026-03-26T17:06:31  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T17:06:32  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T17:06:32  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T17:06:32  clouds_decoded.project               INFO        [albedo] Completed in 13.6s
+2026-03-26T17:08:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:10:35  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:10:35  clouds_decoded.project               INFO        [refocus] Completed in 132.7s
+2026-03-26T17:10:35  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:10:36  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:10:37  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:10:50  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:10:53  clouds_decoded.project               INFO        [cloud_properties] Completed in 18.1s
diff --git a/logs/S2B_MSIL1C_20220523T182919_N0510_R027_T11RLP_20240613T051202/pipeline.log b/logs/S2B_MSIL1C_20220523T182919_N0510_R027_T11RLP_20240613T051202/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..b13d7996496f51de140b3ee5a8fdefdce4dc6959
--- /dev/null
+++ b/logs/S2B_MSIL1C_20220523T182919_N0510_R027_T11RLP_20240613T051202/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T18:59:46.654991 ---
+2026-03-26T18:59:46  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:59:46  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20220523T182919_N0510_R027_T11RLP_20240613T051202
+2026-03-26T18:59:46  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:02:12  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:02:15  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:03:17  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1559589/1559589 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:03:18  clouds_decoded.project               INFO        [cloud_mask] Completed in 66.3s
+2026-03-26T19:03:21  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:03:47  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 28.6 seconds
+2026-03-26T19:03:51  clouds_decoded.project               INFO        [cloud_height] Completed in 32.5s
+2026-03-26T19:04:00  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T19:04:00  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T19:04:00  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T19:04:01  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T19:04:01  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T19:04:01  clouds_decoded.project               INFO        [albedo] Completed in 10.2s
+2026-03-26T19:04:01  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:04:51  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:04:51  clouds_decoded.project               INFO        [refocus] Completed in 49.8s
+2026-03-26T19:04:51  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:04:51  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:04:51  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:04:58  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:05:00  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.7s
diff --git a/logs/S2B_MSIL1C_20220524T011649_N0510_R031_T54SVC_20240621T223335/pipeline.log b/logs/S2B_MSIL1C_20220524T011649_N0510_R031_T54SVC_20240621T223335/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..ba3c3b42713cca33d9a637b6ece1f02dabfe2188
--- /dev/null
+++ b/logs/S2B_MSIL1C_20220524T011649_N0510_R031_T54SVC_20240621T223335/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:44:00.844768 ---
+2026-03-27T15:44:00  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:44:00  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20220524T011649_N0510_R031_T54SVC_20240621T223335
+2026-03-27T15:44:00  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:47:20  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:47:26  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:48:14  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1598259/2285409 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:48:15  clouds_decoded.project               INFO        [cloud_mask] Completed in 54.7s
+2026-03-27T15:48:21  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:48:21  clouds_decoded.sliding_window        INFO      Sliding window: skipping 121/484 windows (no True pixels in skip_mask)
+2026-03-27T15:48:47  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 31.9 seconds
+2026-03-27T15:48:50  clouds_decoded.project               INFO        [cloud_height] Completed in 34.7s
+2026-03-27T15:48:54  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 57.4%
+2026-03-27T15:48:58  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:49:00  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:49:01  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:49:02  clouds_decoded.project               INFO        [albedo] Completed in 12.0s
+2026-03-27T15:49:02  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:50:03  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:50:03  clouds_decoded.project               INFO        [refocus] Completed in 61.5s
+2026-03-27T15:50:03  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:50:04  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:50:05  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:50:25  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:50:25  clouds_decoded.project               INFO        [cloud_properties] Completed in 22.0s
diff --git a/logs/S2B_MSIL1C_20220620T213929_N0510_R143_T02KNG_20240614T060925/pipeline.log b/logs/S2B_MSIL1C_20220620T213929_N0510_R143_T02KNG_20240614T060925/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..76bc6208dd9d8bc4c21fcc3d94372c4eaa39f9e5
--- /dev/null
+++ b/logs/S2B_MSIL1C_20220620T213929_N0510_R143_T02KNG_20240614T060925/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T16:54:01.244698 ---
+2026-03-26T16:54:01  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:54:01  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20220620T213929_N0510_R143_T02KNG_20240614T060925
+2026-03-26T16:54:01  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:00:46  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:00:47  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:02:38  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 646161/2105334 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:02:39  clouds_decoded.project               INFO        [cloud_mask] Completed in 113.0s
+2026-03-26T17:06:33  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:06:33  clouds_decoded.sliding_window        INFO      Sliding window: skipping 33/484 windows (no True pixels in skip_mask)
+2026-03-26T17:07:05  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 46.9 seconds
+2026-03-26T17:07:09  clouds_decoded.project               INFO        [cloud_height] Completed in 50.6s
+2026-03-26T17:07:11  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 83.9%
+2026-03-26T17:07:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:07:18  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:07:18  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:07:18  clouds_decoded.project               INFO        [albedo] Completed in 9.3s
+2026-03-26T17:10:35  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:11:38  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:11:38  clouds_decoded.project               INFO        [refocus] Completed in 63.2s
+2026-03-26T17:11:38  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:11:39  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:11:40  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:11:59  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:12:00  clouds_decoded.project               INFO        [cloud_properties] Completed in 21.6s
diff --git a/logs/S2B_MSIL1C_20220707T143729_N0510_R096_T21PTT_20240617T215630/pipeline.log b/logs/S2B_MSIL1C_20220707T143729_N0510_R096_T21PTT_20240617T215630/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..a2b9d5a3e4d2d1a154b45824820d4fd8f7d6b3a9
--- /dev/null
+++ b/logs/S2B_MSIL1C_20220707T143729_N0510_R096_T21PTT_20240617T215630/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T22:06:34.163456 ---
+2026-03-26T22:06:34  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:06:34  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20220707T143729_N0510_R096_T21PTT_20240617T215630
+2026-03-26T22:06:34  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:10:44  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:10:45  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:11:27  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3193234/4195908 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:11:28  clouds_decoded.project               INFO        [cloud_mask] Completed in 43.7s
+2026-03-26T22:11:33  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:12:06  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 37.7 seconds
+2026-03-26T22:12:31  clouds_decoded.project               INFO        [cloud_height] Completed in 63.4s
+2026-03-26T22:12:36  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 11.9%
+2026-03-26T22:12:38  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:12:41  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:12:41  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:12:42  clouds_decoded.project               INFO        [albedo] Completed in 10.1s
+2026-03-26T22:12:42  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:14:11  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:14:11  clouds_decoded.project               INFO        [refocus] Completed in 89.4s
+2026-03-26T22:14:11  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:14:12  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:14:13  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:14:23  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:14:25  clouds_decoded.project               INFO        [cloud_properties] Completed in 13.7s
diff --git a/logs/S2B_MSIL1C_20220710T213929_N0510_R143_T02KNG_20240617T215130/pipeline.log b/logs/S2B_MSIL1C_20220710T213929_N0510_R143_T02KNG_20240617T215130/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..ac73c9ed33f3b697bc1a1875b03b25e6f88a8d36
--- /dev/null
+++ b/logs/S2B_MSIL1C_20220710T213929_N0510_R143_T02KNG_20240617T215130/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T16:54:51.043852 ---
+2026-03-26T16:54:51  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:54:51  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20220710T213929_N0510_R143_T02KNG_20240617T215130
+2026-03-26T16:54:51  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:02:39  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:02:40  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:05:44  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3785627/5774137 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:05:45  clouds_decoded.project               INFO        [cloud_mask] Completed in 185.6s
+2026-03-26T17:07:12  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:08:01  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 51.8 seconds
+2026-03-26T17:08:16  clouds_decoded.project               INFO        [cloud_height] Completed in 67.7s
+2026-03-26T17:08:20  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 38.6%
+2026-03-26T17:08:26  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:08:42  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:08:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:08:43  clouds_decoded.project               INFO        [albedo] Completed in 26.0s
+2026-03-26T17:11:38  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:13:21  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:13:21  clouds_decoded.project               INFO        [refocus] Completed in 103.0s
+2026-03-26T17:13:22  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:13:22  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:13:23  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:13:38  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:13:40  clouds_decoded.project               INFO        [cloud_properties] Completed in 18.4s
diff --git a/logs/S2B_MSIL1C_20220821T182919_N0510_R027_T11RLP_20240720T050858/pipeline.log b/logs/S2B_MSIL1C_20220821T182919_N0510_R027_T11RLP_20240720T050858/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..89ceaf1a882949e94efdee18d0fb47815e714602
--- /dev/null
+++ b/logs/S2B_MSIL1C_20220821T182919_N0510_R027_T11RLP_20240720T050858/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:02:12.231359 ---
+2026-03-26T19:02:12  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:02:12  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20220821T182919_N0510_R027_T11RLP_20240720T050858
+2026-03-26T19:02:12  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:04:48  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:04:48  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:05:51  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 391114/408449 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:05:52  clouds_decoded.project               INFO        [cloud_mask] Completed in 64.5s
+2026-03-26T19:05:55  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:06:30  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 37.3 seconds
+2026-03-26T19:06:33  clouds_decoded.project               INFO        [cloud_height] Completed in 40.9s
+2026-03-26T19:06:36  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 25.9%
+2026-03-26T19:06:40  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:06:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:06:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:06:44  clouds_decoded.project               INFO        [albedo] Completed in 10.5s
+2026-03-26T19:06:44  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:07:25  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:07:25  clouds_decoded.project               INFO        [refocus] Completed in 40.6s
+2026-03-26T19:07:25  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:07:25  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:07:26  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:07:34  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:07:36  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.5s
diff --git a/logs/S2B_MSIL1C_20220829T213929_N0510_R143_T02KNG_20240628T150155/pipeline.log b/logs/S2B_MSIL1C_20220829T213929_N0510_R143_T02KNG_20240628T150155/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..c0d81c6345a0c6977573ee247bbc932b542e58f6
--- /dev/null
+++ b/logs/S2B_MSIL1C_20220829T213929_N0510_R143_T02KNG_20240628T150155/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T16:59:20.239944 ---
+2026-03-26T16:59:20  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T16:59:20  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20220829T213929_N0510_R143_T02KNG_20240628T150155
+2026-03-26T16:59:20  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:05:45  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:05:46  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:06:33  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1945241/2693546 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:06:35  clouds_decoded.project               INFO        [cloud_mask] Completed in 50.0s
+2026-03-26T17:08:20  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:08:20  clouds_decoded.sliding_window        INFO      Sliding window: skipping 2/484 windows (no True pixels in skip_mask)
+2026-03-26T17:09:17  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 59.6 seconds
+2026-03-26T17:10:20  clouds_decoded.project               INFO        [cloud_height] Completed in 122.7s
+2026-03-26T17:10:26  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 32.6%
+2026-03-26T17:10:31  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:10:34  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:10:34  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:10:34  clouds_decoded.project               INFO        [albedo] Completed in 14.4s
+2026-03-26T17:13:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:14:45  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:14:45  clouds_decoded.project               INFO        [refocus] Completed in 83.6s
+2026-03-26T17:14:45  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:14:45  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:14:46  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:15:00  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:15:03  clouds_decoded.project               INFO        [cloud_properties] Completed in 17.5s
diff --git a/logs/S2B_MSIL1C_20220925T143729_N0510_R096_T21PTT_20240711T150654/pipeline.log b/logs/S2B_MSIL1C_20220925T143729_N0510_R096_T21PTT_20240711T150654/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..4cc44ec970ff9d84354e057631906fc4e9c690cc
--- /dev/null
+++ b/logs/S2B_MSIL1C_20220925T143729_N0510_R096_T21PTT_20240711T150654/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:09:37.488457 ---
+2026-03-26T22:09:37  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:09:37  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20220925T143729_N0510_R096_T21PTT_20240711T150654
+2026-03-26T22:09:37  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:12:37  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:12:37  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:13:47  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2615912/5593149 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:13:56  clouds_decoded.project               INFO        [cloud_mask] Completed in 79.3s
+2026-03-26T22:14:02  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:14:02  clouds_decoded.sliding_window        INFO      Sliding window: skipping 12/484 windows (no True pixels in skip_mask)
+2026-03-26T22:14:35  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 39.2 seconds
+2026-03-26T22:14:51  clouds_decoded.project               INFO        [cloud_height] Completed in 54.5s
+2026-03-26T22:15:02  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 59.6%
+2026-03-26T22:15:16  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:15:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:15:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:15:22  clouds_decoded.project               INFO        [albedo] Completed in 30.7s
+2026-03-26T22:15:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:17:08  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:17:08  clouds_decoded.project               INFO        [refocus] Completed in 106.5s
+2026-03-26T22:17:08  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:17:08  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:17:09  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:17:11  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:17:12  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.9s
diff --git a/logs/S2B_MSIL1C_20220930T183149_N0510_R027_T11RLP_20240726T121548/pipeline.log b/logs/S2B_MSIL1C_20220930T183149_N0510_R027_T11RLP_20240726T121548/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..65369d77aa7cf2bb711abd5aef0f1bbf43c64185
--- /dev/null
+++ b/logs/S2B_MSIL1C_20220930T183149_N0510_R027_T11RLP_20240726T121548/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:03:18.537559 ---
+2026-03-26T19:03:18  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:03:18  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20220930T183149_N0510_R027_T11RLP_20240726T121548
+2026-03-26T19:03:18  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:05:52  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:05:53  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:06:33  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4355065/4446945 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:06:35  clouds_decoded.project               INFO        [cloud_mask] Completed in 42.4s
+2026-03-26T19:06:38  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:07:09  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 34.5 seconds
+2026-03-26T19:07:12  clouds_decoded.project               INFO        [cloud_height] Completed in 37.4s
+2026-03-26T19:07:20  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 3.3%
+2026-03-26T19:07:20  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 3.3% < threshold 5%. Running fallback.
+2026-03-26T19:07:20  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T19:07:20  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T19:07:20  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T19:07:20  clouds_decoded.project               INFO        [albedo] Completed in 7.9s
+2026-03-26T19:07:20  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:08:21  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:08:21  clouds_decoded.project               INFO        [refocus] Completed in 60.3s
+2026-03-26T19:08:21  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:08:21  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:08:22  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:08:42  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:08:44  clouds_decoded.project               INFO        [cloud_properties] Completed in 23.2s
diff --git a/logs/S2B_MSIL1C_20221005T143729_N0510_R096_T21PTT_20240727T203149/pipeline.log b/logs/S2B_MSIL1C_20221005T143729_N0510_R096_T21PTT_20240727T203149/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..6d25ecc7750f4f43120b6169e3c4d468f2971e69
--- /dev/null
+++ b/logs/S2B_MSIL1C_20221005T143729_N0510_R096_T21PTT_20240727T203149/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T22:10:44.752838 ---
+2026-03-26T22:10:44  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:10:44  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20221005T143729_N0510_R096_T21PTT_20240727T203149
+2026-03-26T22:10:44  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:13:56  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:14:00  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:15:03  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 261217/2268134 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:15:19  clouds_decoded.project               INFO        [cloud_mask] Completed in 82.9s
+2026-03-26T22:15:22  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:15:56  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 36.8 seconds
+2026-03-26T22:16:00  clouds_decoded.project               INFO        [cloud_height] Completed in 40.8s
+2026-03-26T22:16:05  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 81.7%
+2026-03-26T22:16:35  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:16:52  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:16:53  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:16:53  clouds_decoded.project               INFO        [albedo] Completed in 52.8s
+2026-03-26T22:16:53  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:17:43  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:17:43  clouds_decoded.project               INFO        [refocus] Completed in 50.0s
+2026-03-26T22:17:43  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:17:43  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:17:44  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:17:45  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:17:46  clouds_decoded.project               INFO        [cloud_properties] Completed in 2.7s
diff --git a/logs/S2B_MSIL1C_20221028T213929_N0510_R143_T02KNG_20240716T180212/pipeline.log b/logs/S2B_MSIL1C_20221028T213929_N0510_R143_T02KNG_20240716T180212/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..9fae3c69b5968faea475569593c4d7f160ac26a2
--- /dev/null
+++ b/logs/S2B_MSIL1C_20221028T213929_N0510_R143_T02KNG_20240716T180212/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T17:02:39.697124 ---
+2026-03-26T17:02:39  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:02:39  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20221028T213929_N0510_R143_T02KNG_20240716T180212
+2026-03-26T17:02:39  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:07:24  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:07:25  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:08:15  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1821134/2125372 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:08:16  clouds_decoded.project               INFO        [cloud_mask] Completed in 52.5s
+2026-03-26T17:11:35  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:12:19  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 46.7 seconds
+2026-03-26T17:12:55  clouds_decoded.project               INFO        [cloud_height] Completed in 82.4s
+2026-03-26T17:13:11  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 6.2%
+2026-03-26T17:13:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:13:16  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:13:17  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:13:17  clouds_decoded.project               INFO        [albedo] Completed in 22.3s
+2026-03-26T17:15:23  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:16:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:16:22  clouds_decoded.project               INFO        [refocus] Completed in 58.6s
+2026-03-26T17:16:22  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:16:22  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:16:23  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:16:26  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:16:30  clouds_decoded.project               INFO        [cloud_properties] Completed in 7.7s
diff --git a/logs/S2B_MSIL1C_20221030T183509_N0510_R027_T11RLP_20240723T204037/pipeline.log b/logs/S2B_MSIL1C_20221030T183509_N0510_R027_T11RLP_20240723T204037/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..f4945c6f76975fcaca00dd94a43754aafaf4a57f
--- /dev/null
+++ b/logs/S2B_MSIL1C_20221030T183509_N0510_R027_T11RLP_20240723T204037/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:04:13.234337 ---
+2026-03-26T19:04:13  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:04:13  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20221030T183509_N0510_R027_T11RLP_20240723T204037
+2026-03-26T19:04:13  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:06:35  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:06:35  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:07:11  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2713570/4061856 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:07:13  clouds_decoded.project               INFO        [cloud_mask] Completed in 38.2s
+2026-03-26T19:07:24  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:07:24  clouds_decoded.sliding_window        INFO      Sliding window: skipping 28/484 windows (no True pixels in skip_mask)
+2026-03-26T19:07:55  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 42.3 seconds
+2026-03-26T19:08:06  clouds_decoded.project               INFO        [cloud_height] Completed in 53.3s
+2026-03-26T19:08:08  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 60.5%
+2026-03-26T19:08:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:08:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:08:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:08:15  clouds_decoded.project               INFO        [albedo] Completed in 8.5s
+2026-03-26T19:08:15  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:08:53  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:08:53  clouds_decoded.project               INFO        [refocus] Completed in 38.6s
+2026-03-26T19:08:53  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:08:54  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:08:55  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:09:05  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:09:07  clouds_decoded.project               INFO        [cloud_properties] Completed in 13.8s
diff --git a/logs/S2B_MSIL1C_20221031T011759_N0510_R031_T54SVC_20240710T090839/pipeline.log b/logs/S2B_MSIL1C_20221031T011759_N0510_R031_T54SVC_20240710T090839/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..be8f30f810af0010ece3e95684537d68957a086a
--- /dev/null
+++ b/logs/S2B_MSIL1C_20221031T011759_N0510_R031_T54SVC_20240710T090839/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T15:48:50.689099 ---
+2026-03-27T15:48:50  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:48:50  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20221031T011759_N0510_R031_T54SVC_20240710T090839
+2026-03-27T15:48:50  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:51:18  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:51:22  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:52:11  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4776840/7183912 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:52:13  clouds_decoded.project               INFO        [cloud_mask] Completed in 55.2s
+2026-03-27T15:52:32  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:53:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 72.2 seconds
+2026-03-27T15:53:28  clouds_decoded.project               INFO        [cloud_height] Completed in 75.3s
+2026-03-27T15:53:52  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 25.8%
+2026-03-27T15:53:59  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:54:01  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:54:02  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:54:03  clouds_decoded.project               INFO        [albedo] Completed in 34.2s
+2026-03-27T15:54:03  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:55:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:55:22  clouds_decoded.project               INFO        [refocus] Completed in 79.2s
+2026-03-27T15:55:22  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:55:22  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:55:22  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:55:25  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:55:26  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.4s
diff --git a/logs/S2B_MSIL1C_20221109T183559_N0510_R027_T11RLP_20240801T172225/pipeline.log b/logs/S2B_MSIL1C_20221109T183559_N0510_R027_T11RLP_20240801T172225/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..951c0544b798d10fae86754b6566355a90ae53ae
--- /dev/null
+++ b/logs/S2B_MSIL1C_20221109T183559_N0510_R027_T11RLP_20240801T172225/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:04:48.363438 ---
+2026-03-26T19:04:48  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:04:48  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20221109T183559_N0510_R027_T11RLP_20240801T172225
+2026-03-26T19:04:48  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:07:13  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:07:20  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:08:08  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1341909/3770278 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:08:09  clouds_decoded.project               INFO        [cloud_mask] Completed in 55.8s
+2026-03-26T19:08:11  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:08:11  clouds_decoded.sliding_window        INFO      Sliding window: skipping 55/484 windows (no True pixels in skip_mask)
+2026-03-26T19:08:41  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 32.1 seconds
+2026-03-26T19:08:44  clouds_decoded.project               INFO        [cloud_height] Completed in 35.1s
+2026-03-26T19:08:46  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 81.2%
+2026-03-26T19:08:52  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:08:56  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:08:56  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:08:57  clouds_decoded.project               INFO        [albedo] Completed in 13.2s
+2026-03-26T19:08:57  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:09:57  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:09:57  clouds_decoded.project               INFO        [refocus] Completed in 59.6s
+2026-03-26T19:09:57  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:09:57  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:10:00  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:10:14  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:10:15  clouds_decoded.project               INFO        [cloud_properties] Completed in 18.0s
diff --git a/logs/S2B_MSIL1C_20221127T213929_N0510_R143_T02KNG_20240716T225641/pipeline.log b/logs/S2B_MSIL1C_20221127T213929_N0510_R143_T02KNG_20240716T225641/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..4567082ef1dc1781575c4e8a314ba678cfc8f83e
--- /dev/null
+++ b/logs/S2B_MSIL1C_20221127T213929_N0510_R143_T02KNG_20240716T225641/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T17:05:45.330329 ---
+2026-03-26T17:05:45  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:05:45  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20221127T213929_N0510_R143_T02KNG_20240716T225641
+2026-03-26T17:05:45  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:08:17  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:08:18  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:10:25  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1118739/3608607 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:10:26  clouds_decoded.project               INFO        [cloud_mask] Completed in 129.1s
+2026-03-26T17:13:13  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:13:13  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T17:14:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 75.0 seconds
+2026-03-26T17:14:35  clouds_decoded.project               INFO        [cloud_height] Completed in 100.3s
+2026-03-26T17:14:38  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 79.0%
+2026-03-26T17:14:41  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:14:44  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:14:44  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:14:45  clouds_decoded.project               INFO        [albedo] Completed in 9.9s
+2026-03-26T17:16:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:17:21  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:17:21  clouds_decoded.project               INFO        [refocus] Completed in 59.2s
+2026-03-26T17:17:21  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:17:22  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:17:22  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:17:50  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:17:51  clouds_decoded.project               INFO        [cloud_properties] Completed in 29.6s
diff --git a/logs/S2B_MSIL1C_20221220T012049_N0510_R031_T54SVC_20240806T203458/pipeline.log b/logs/S2B_MSIL1C_20221220T012049_N0510_R031_T54SVC_20240806T203458/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..ffa2c709590d23d9c858ee6e621ddf4473292483
--- /dev/null
+++ b/logs/S2B_MSIL1C_20221220T012049_N0510_R031_T54SVC_20240806T203458/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T15:50:32.422493 ---
+2026-03-27T15:50:32  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:50:32  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20221220T012049_N0510_R031_T54SVC_20240806T203458
+2026-03-27T15:50:32  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:53:28  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:53:52  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:54:24  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 7704911/9212508 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:54:25  clouds_decoded.project               INFO        [cloud_mask] Completed in 56.5s
+2026-03-27T15:54:34  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:55:22  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 57.1 seconds
+2026-03-27T15:55:25  clouds_decoded.project               INFO        [cloud_height] Completed in 60.2s
+2026-03-27T15:55:29  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 13.7%
+2026-03-27T15:55:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:55:35  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:55:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:55:37  clouds_decoded.project               INFO        [albedo] Completed in 11.5s
+2026-03-27T15:55:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:56:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:56:22  clouds_decoded.project               INFO        [refocus] Completed in 45.4s
+2026-03-27T15:56:22  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:56:23  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:56:24  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:56:32  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:56:35  clouds_decoded.project               INFO        [cloud_properties] Completed in 12.7s
diff --git a/logs/S2B_MSIL1C_20221227T213929_N0510_R143_T02KNG_20240721T104526/pipeline.log b/logs/S2B_MSIL1C_20221227T213929_N0510_R143_T02KNG_20240721T104526/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..163f503b68cda0d5e840b3e29b1892fae94708d6
--- /dev/null
+++ b/logs/S2B_MSIL1C_20221227T213929_N0510_R143_T02KNG_20240721T104526/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T17:06:35.285117 ---
+2026-03-26T17:06:35  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:06:35  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20221227T213929_N0510_R143_T02KNG_20240721T104526
+2026-03-26T17:06:35  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:10:26  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:10:27  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:11:31  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 559491/3235994 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:11:32  clouds_decoded.project               INFO        [cloud_mask] Completed in 66.1s
+2026-03-26T17:14:39  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:14:39  clouds_decoded.sliding_window        INFO      Sliding window: skipping 2/484 windows (no True pixels in skip_mask)
+2026-03-26T17:15:15  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 40.1 seconds
+2026-03-26T17:15:20  clouds_decoded.project               INFO        [cloud_height] Completed in 44.6s
+2026-03-26T17:15:22  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 76.9%
+2026-03-26T17:15:26  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:15:29  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:15:29  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:15:30  clouds_decoded.project               INFO        [albedo] Completed in 9.8s
+2026-03-26T17:17:21  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:18:05  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:18:05  clouds_decoded.project               INFO        [refocus] Completed in 43.8s
+2026-03-26T17:18:05  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:18:06  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:18:07  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:18:13  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:18:15  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.6s
diff --git a/logs/S2B_MSIL1C_20221229T183759_N0510_R027_T11RLP_20240806T115017/pipeline.log b/logs/S2B_MSIL1C_20221229T183759_N0510_R027_T11RLP_20240806T115017/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..5d3faaaab1cfdf6c97de5a75b2cb089af9a11d4e
--- /dev/null
+++ b/logs/S2B_MSIL1C_20221229T183759_N0510_R027_T11RLP_20240806T115017/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:05:52.838733 ---
+2026-03-26T19:05:52  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:05:52  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20221229T183759_N0510_R027_T11RLP_20240806T115017
+2026-03-26T19:05:52  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:08:09  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:08:09  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:08:43  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1371812/2063090 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:08:44  clouds_decoded.project               INFO        [cloud_mask] Completed in 35.4s
+2026-03-26T19:08:50  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:08:50  clouds_decoded.sliding_window        INFO      Sliding window: skipping 40/484 windows (no True pixels in skip_mask)
+2026-03-26T19:09:21  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 37.4 seconds
+2026-03-26T19:09:42  clouds_decoded.project               INFO        [cloud_height] Completed in 57.8s
+2026-03-26T19:09:43  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 55.8%
+2026-03-26T19:09:47  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:09:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:09:51  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:09:51  clouds_decoded.project               INFO        [albedo] Completed in 9.6s
+2026-03-26T19:09:51  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:11:06  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:11:06  clouds_decoded.project               INFO        [refocus] Completed in 74.6s
+2026-03-26T19:11:06  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:11:07  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:11:08  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:11:19  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:11:20  clouds_decoded.project               INFO        [cloud_properties] Completed in 13.6s
diff --git a/logs/S2B_MSIL1C_20230202T143729_N0510_R096_T21PTT_20240816T105007/pipeline.log b/logs/S2B_MSIL1C_20230202T143729_N0510_R096_T21PTT_20240816T105007/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1e780f61e516ad0619897df66ba287092c82a5cd
--- /dev/null
+++ b/logs/S2B_MSIL1C_20230202T143729_N0510_R096_T21PTT_20240816T105007/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:15:19.611720 ---
+2026-03-26T22:15:19  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:15:19  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20230202T143729_N0510_R096_T21PTT_20240816T105007
+2026-03-26T22:15:19  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:17:46  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:18:08  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:18:45  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1351405/4797757 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:18:46  clouds_decoded.project               INFO        [cloud_mask] Completed in 60.3s
+2026-03-26T22:18:48  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:18:49  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T22:19:17  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 31.4 seconds
+2026-03-26T22:19:38  clouds_decoded.project               INFO        [cloud_height] Completed in 52.4s
+2026-03-26T22:19:40  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 78.8%
+2026-03-26T22:19:44  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:19:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:19:47  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:19:47  clouds_decoded.project               INFO        [albedo] Completed in 8.7s
+2026-03-26T22:19:47  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:20:28  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:20:28  clouds_decoded.project               INFO        [refocus] Completed in 40.9s
+2026-03-26T22:20:28  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:20:28  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:20:29  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:20:49  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:20:49  clouds_decoded.project               INFO        [cloud_properties] Completed in 21.2s
diff --git a/logs/S2B_MSIL1C_20230208T011819_N0510_R031_T54SVC_20240731T153036/pipeline.log b/logs/S2B_MSIL1C_20230208T011819_N0510_R031_T54SVC_20240731T153036/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..8d0041c564a5687f26846c9614d605c647491769
--- /dev/null
+++ b/logs/S2B_MSIL1C_20230208T011819_N0510_R031_T54SVC_20240731T153036/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:52:13.488838 ---
+2026-03-27T15:52:13  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:52:13  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20230208T011819_N0510_R031_T54SVC_20240731T153036
+2026-03-27T15:52:13  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:55:25  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:55:29  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:56:10  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 5756445/6201288 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:56:11  clouds_decoded.project               INFO        [cloud_mask] Completed in 46.4s
+2026-03-27T15:56:18  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:57:37  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 86.0 seconds
+2026-03-27T15:57:55  clouds_decoded.project               INFO        [cloud_height] Completed in 104.1s
+2026-03-27T15:57:58  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 4.7%
+2026-03-27T15:57:58  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 4.7% < threshold 5%. Running fallback.
+2026-03-27T15:57:58  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T15:57:58  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T15:57:58  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T15:57:58  clouds_decoded.project               INFO        [albedo] Completed in 2.9s
+2026-03-27T15:57:58  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:59:18  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:59:18  clouds_decoded.project               INFO        [refocus] Completed in 79.4s
+2026-03-27T15:59:18  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:59:18  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:59:20  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T15:59:34  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T15:59:36  clouds_decoded.project               INFO        [cloud_properties] Completed in 18.5s
diff --git a/logs/S2B_MSIL1C_20230225T213929_N0510_R143_T02KNG_20240731T173510/pipeline.log b/logs/S2B_MSIL1C_20230225T213929_N0510_R143_T02KNG_20240731T173510/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..bea8883d5f35df756a85758afb3cf83962ca600f
--- /dev/null
+++ b/logs/S2B_MSIL1C_20230225T213929_N0510_R143_T02KNG_20240731T173510/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T17:08:17.813776 ---
+2026-03-26T17:08:17  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:08:17  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20230225T213929_N0510_R143_T02KNG_20240731T173510
+2026-03-26T17:08:17  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:13:13  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:13:14  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:14:38  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1537806/4018293 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:14:39  clouds_decoded.project               INFO        [cloud_mask] Completed in 85.8s
+2026-03-26T17:16:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:16:25  clouds_decoded.sliding_window        INFO      Sliding window: skipping 2/484 windows (no True pixels in skip_mask)
+2026-03-26T17:17:04  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 42.4 seconds
+2026-03-26T17:17:11  clouds_decoded.project               INFO        [cloud_height] Completed in 48.9s
+2026-03-26T17:17:12  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 68.1%
+2026-03-26T17:17:16  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:17:19  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:17:19  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:17:20  clouds_decoded.project               INFO        [albedo] Completed in 9.1s
+2026-03-26T17:19:06  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:20:05  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:20:05  clouds_decoded.project               INFO        [refocus] Completed in 59.1s
+2026-03-26T17:20:05  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:20:05  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:20:06  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:20:16  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:20:18  clouds_decoded.project               INFO        [cloud_properties] Completed in 13.2s
diff --git a/logs/S2B_MSIL1C_20230324T143729_N0510_R096_T21PTT_20240824T072141/pipeline.log b/logs/S2B_MSIL1C_20230324T143729_N0510_R096_T21PTT_20240824T072141/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..54828c4d3c952817e0e66eacf61bd0ea090bef48
--- /dev/null
+++ b/logs/S2B_MSIL1C_20230324T143729_N0510_R096_T21PTT_20240824T072141/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:16:04.010191 ---
+2026-03-26T22:16:04  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:16:04  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20230324T143729_N0510_R096_T21PTT_20240824T072141
+2026-03-26T22:16:04  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:18:46  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:18:46  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:19:40  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3032374/4891665 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:19:41  clouds_decoded.project               INFO        [cloud_mask] Completed in 54.9s
+2026-03-26T22:19:45  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:19:45  clouds_decoded.sliding_window        INFO      Sliding window: skipping 9/484 windows (no True pixels in skip_mask)
+2026-03-26T22:20:11  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 29.9 seconds
+2026-03-26T22:20:15  clouds_decoded.project               INFO        [cloud_height] Completed in 34.6s
+2026-03-26T22:20:19  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 44.7%
+2026-03-26T22:20:22  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:20:24  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:20:25  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:20:25  clouds_decoded.project               INFO        [albedo] Completed in 9.5s
+2026-03-26T22:20:25  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:21:44  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:21:44  clouds_decoded.project               INFO        [refocus] Completed in 79.1s
+2026-03-26T22:21:44  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:21:45  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:21:46  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:22:04  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:22:05  clouds_decoded.project               INFO        [cloud_properties] Completed in 20.5s
diff --git a/logs/S2B_MSIL1C_20230327T213929_N0510_R143_T02KNG_20240805T145911/pipeline.log b/logs/S2B_MSIL1C_20230327T213929_N0510_R143_T02KNG_20240805T145911/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..76f0eef2b2bc23829877fe422accb2db06393f7b
--- /dev/null
+++ b/logs/S2B_MSIL1C_20230327T213929_N0510_R143_T02KNG_20240805T145911/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T17:10:26.875114 ---
+2026-03-26T17:10:26  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:10:26  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20230327T213929_N0510_R143_T02KNG_20240805T145911
+2026-03-26T17:10:26  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:14:39  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:14:40  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:15:23  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2005953/2934335 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:15:24  clouds_decoded.project               INFO        [cloud_mask] Completed in 45.1s
+2026-03-26T17:17:13  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:17:51  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 40.2 seconds
+2026-03-26T17:17:54  clouds_decoded.project               INFO        [cloud_height] Completed in 43.3s
+2026-03-26T17:17:56  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 25.7%
+2026-03-26T17:18:03  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:18:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:18:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:18:07  clouds_decoded.project               INFO        [albedo] Completed in 12.8s
+2026-03-26T17:20:05  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:21:08  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:21:08  clouds_decoded.project               INFO        [refocus] Completed in 63.3s
+2026-03-26T17:21:08  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:21:08  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:21:09  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:21:31  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:21:32  clouds_decoded.project               INFO        [cloud_properties] Completed in 23.9s
diff --git a/logs/S2B_MSIL1C_20230329T182949_N0510_R027_T11RLP_20240803T212536/pipeline.log b/logs/S2B_MSIL1C_20230329T182949_N0510_R027_T11RLP_20240803T212536/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..776ffe247d8cbba3f62fdc0146f4426761f184ef
--- /dev/null
+++ b/logs/S2B_MSIL1C_20230329T182949_N0510_R027_T11RLP_20240803T212536/pipeline.log
@@ -0,0 +1,28 @@
+
+--- Run started 2026-03-26T19:08:09.181456 ---
+2026-03-26T19:08:09  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:08:09  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20230329T182949_N0510_R027_T11RLP_20240803T212536
+2026-03-26T19:08:09  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:10:46  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:10:47  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:11:31  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1727508/1734544 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:11:32  clouds_decoded.project               INFO        [cloud_mask] Completed in 46.0s
+2026-03-26T19:11:36  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:11:36  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T19:12:02  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 29.5 seconds
+2026-03-26T19:12:17  clouds_decoded.project               INFO        [cloud_height] Completed in 45.2s
+2026-03-26T19:12:43  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 1.4%
+2026-03-26T19:12:43  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 1.4% < threshold 5%. Running fallback.
+2026-03-26T19:12:43  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T19:12:43  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T19:12:43  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T19:12:43  clouds_decoded.project               INFO        [albedo] Completed in 25.5s
+2026-03-26T19:12:43  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:14:01  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:14:01  clouds_decoded.project               INFO        [refocus] Completed in 77.4s
+2026-03-26T19:14:01  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:14:01  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:14:02  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:14:07  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:14:10  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.5s
diff --git a/logs/S2B_MSIL1C_20230330T011659_N0510_R031_T54SVC_20240824T095227/pipeline.log b/logs/S2B_MSIL1C_20230330T011659_N0510_R031_T54SVC_20240824T095227/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..cc29121afccfdbd7e11c94083cb8d0cc8a591665
--- /dev/null
+++ b/logs/S2B_MSIL1C_20230330T011659_N0510_R031_T54SVC_20240824T095227/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T15:53:28.785093 ---
+2026-03-27T15:53:28  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:53:28  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20230330T011659_N0510_R031_T54SVC_20240824T095227
+2026-03-27T15:53:28  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:56:11  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:56:12  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:57:54  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3483959/4081078 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:57:55  clouds_decoded.project               INFO        [cloud_mask] Completed in 104.1s
+2026-03-27T15:57:58  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T15:58:46  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 50.7 seconds
+2026-03-27T15:59:11  clouds_decoded.project               INFO        [cloud_height] Completed in 75.6s
+2026-03-27T15:59:13  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 9.4%
+2026-03-27T15:59:18  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T15:59:20  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T15:59:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T15:59:22  clouds_decoded.project               INFO        [albedo] Completed in 10.8s
+2026-03-27T15:59:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T15:59:54  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T15:59:54  clouds_decoded.project               INFO        [refocus] Completed in 31.9s
+2026-03-27T15:59:54  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T15:59:54  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T15:59:56  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:00:15  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:00:17  clouds_decoded.project               INFO        [cloud_properties] Completed in 23.0s
diff --git a/logs/S2B_MSIL1C_20230406T213929_N0510_R143_T02KNG_20240808T042544/pipeline.log b/logs/S2B_MSIL1C_20230406T213929_N0510_R143_T02KNG_20240808T042544/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..87ad5e369649d7209506c45ba15c60f4e1940196
--- /dev/null
+++ b/logs/S2B_MSIL1C_20230406T213929_N0510_R143_T02KNG_20240808T042544/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T17:11:32.970719 ---
+2026-03-26T17:11:32  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:11:32  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20230406T213929_N0510_R143_T02KNG_20240808T042544
+2026-03-26T17:11:32  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:15:24  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:15:25  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:16:20  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 623916/2056835 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:16:21  clouds_decoded.project               INFO        [cloud_mask] Completed in 56.8s
+2026-03-26T17:17:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:17:57  clouds_decoded.sliding_window        INFO      Sliding window: skipping 7/484 windows (no True pixels in skip_mask)
+2026-03-26T17:18:39  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 44.7 seconds
+2026-03-26T17:18:58  clouds_decoded.project               INFO        [cloud_height] Completed in 64.1s
+2026-03-26T17:19:01  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 83.7%
+2026-03-26T17:19:07  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:19:10  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:19:10  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:19:11  clouds_decoded.project               INFO        [albedo] Completed in 12.2s
+2026-03-26T17:21:08  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:21:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:21:49  clouds_decoded.project               INFO        [refocus] Completed in 40.7s
+2026-03-26T17:21:49  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:21:49  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:21:50  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:22:03  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:22:04  clouds_decoded.project               INFO        [cloud_properties] Completed in 15.5s
diff --git a/logs/S2B_MSIL1C_20230519T011659_N0510_R031_T54SVC_20240905T054514/pipeline.log b/logs/S2B_MSIL1C_20230519T011659_N0510_R031_T54SVC_20240905T054514/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..cca3fcbc9dcbc5df8cc98c779209b161f3172a15
--- /dev/null
+++ b/logs/S2B_MSIL1C_20230519T011659_N0510_R031_T54SVC_20240905T054514/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:55:25.432591 ---
+2026-03-27T15:55:25  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:55:25  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20230519T011659_N0510_R031_T54SVC_20240905T054514
+2026-03-27T15:55:25  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:59:11  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:59:12  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T15:59:47  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 824673/824673 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T15:59:48  clouds_decoded.project               INFO        [cloud_mask] Completed in 36.9s
+2026-03-27T15:59:51  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:00:21  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 32.6 seconds
+2026-03-27T16:00:48  clouds_decoded.project               INFO        [cloud_height] Completed in 59.6s
+2026-03-27T16:00:51  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-27T16:00:51  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-27T16:00:51  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T16:00:52  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T16:00:52  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T16:00:52  clouds_decoded.project               INFO        [albedo] Completed in 4.2s
+2026-03-27T16:00:52  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:01:36  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:01:36  clouds_decoded.project               INFO        [refocus] Completed in 43.8s
+2026-03-27T16:01:36  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:01:36  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:01:36  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:01:39  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:01:42  clouds_decoded.project               INFO        [cloud_properties] Completed in 6.7s
diff --git a/logs/S2B_MSIL1C_20230523T143729_N0510_R096_T21PTT_20240903T174941/pipeline.log b/logs/S2B_MSIL1C_20230523T143729_N0510_R096_T21PTT_20240903T174941/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..23c0e0195e588c56416566a730ef1d52afb31572
--- /dev/null
+++ b/logs/S2B_MSIL1C_20230523T143729_N0510_R096_T21PTT_20240903T174941/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:17:46.069574 ---
+2026-03-26T22:17:46  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:17:46  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20230523T143729_N0510_R096_T21PTT_20240903T174941
+2026-03-26T22:17:46  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:20:22  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:20:22  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:21:22  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1282409/1310079 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:21:23  clouds_decoded.project               INFO        [cloud_mask] Completed in 60.9s
+2026-03-26T22:21:26  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:21:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 34.0 seconds
+2026-03-26T22:22:20  clouds_decoded.project               INFO        [cloud_height] Completed in 57.3s
+2026-03-26T22:22:25  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.1%
+2026-03-26T22:22:25  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.1% < threshold 5%. Running fallback.
+2026-03-26T22:22:25  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T22:22:25  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T22:22:25  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T22:22:25  clouds_decoded.project               INFO        [albedo] Completed in 5.4s
+2026-03-26T22:22:25  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:23:15  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:23:15  clouds_decoded.project               INFO        [refocus] Completed in 49.5s
+2026-03-26T22:23:15  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:23:15  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:23:16  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:23:30  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:23:33  clouds_decoded.project               INFO        [cloud_properties] Completed in 18.2s
diff --git a/logs/S2B_MSIL1C_20230628T011659_N0510_R031_T54SVC_20240905T092651/pipeline.log b/logs/S2B_MSIL1C_20230628T011659_N0510_R031_T54SVC_20240905T092651/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..c39c08cd3103c563aa96e8f8af213c563fcc8d1e
--- /dev/null
+++ b/logs/S2B_MSIL1C_20230628T011659_N0510_R031_T54SVC_20240905T092651/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:56:11.787334 ---
+2026-03-27T15:56:11  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:56:11  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20230628T011659_N0510_R031_T54SVC_20240905T092651
+2026-03-27T15:56:11  clouds_decoded.project               INFO      ============================================================
+2026-03-27T15:59:48  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T15:59:49  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:00:55  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2917653/3150386 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:00:56  clouds_decoded.project               INFO        [cloud_mask] Completed in 68.0s
+2026-03-27T16:00:59  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:01:28  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 31.9 seconds
+2026-03-27T16:01:35  clouds_decoded.project               INFO        [cloud_height] Completed in 38.7s
+2026-03-27T16:01:37  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 2.8%
+2026-03-27T16:01:37  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 2.8% < threshold 5%. Running fallback.
+2026-03-27T16:01:37  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T16:01:38  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T16:01:38  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T16:01:38  clouds_decoded.project               INFO        [albedo] Completed in 2.9s
+2026-03-27T16:01:38  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:03:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:03:22  clouds_decoded.project               INFO        [refocus] Completed in 103.7s
+2026-03-27T16:03:22  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:03:22  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:03:23  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:03:30  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:03:32  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.5s
diff --git a/logs/S2B_MSIL1C_20230702T143729_N0510_R096_T21PTT_20240913T033431/pipeline.log b/logs/S2B_MSIL1C_20230702T143729_N0510_R096_T21PTT_20240913T033431/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..b320a0f2b2c84db4196040c35d63bd1dea7bc640
--- /dev/null
+++ b/logs/S2B_MSIL1C_20230702T143729_N0510_R096_T21PTT_20240913T033431/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:19:41.240835 ---
+2026-03-26T22:19:41  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:19:41  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20230702T143729_N0510_R096_T21PTT_20240913T033431
+2026-03-26T22:19:41  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:22:33  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:22:35  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:23:08  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1212588/2994356 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:23:09  clouds_decoded.project               INFO        [cloud_mask] Completed in 36.8s
+2026-03-26T22:23:12  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:23:12  clouds_decoded.sliding_window        INFO      Sliding window: skipping 47/484 windows (no True pixels in skip_mask)
+2026-03-26T22:23:47  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 37.7 seconds
+2026-03-26T22:24:08  clouds_decoded.project               INFO        [cloud_height] Completed in 58.2s
+2026-03-26T22:24:13  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 65.4%
+2026-03-26T22:24:16  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:24:19  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:24:19  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:24:20  clouds_decoded.project               INFO        [albedo] Completed in 11.9s
+2026-03-26T22:24:20  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:25:25  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:25:25  clouds_decoded.project               INFO        [refocus] Completed in 65.6s
+2026-03-26T22:25:26  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:25:26  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:25:27  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:25:37  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:25:38  clouds_decoded.project               INFO        [cloud_properties] Completed in 12.7s
diff --git a/logs/S2B_MSIL1C_20230717T182919_N0510_R027_T11RLP_20240817T141915/pipeline.log b/logs/S2B_MSIL1C_20230717T182919_N0510_R027_T11RLP_20240817T141915/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..aed9b339db7bcb958bd1bdf8e3fb92506f552d59
--- /dev/null
+++ b/logs/S2B_MSIL1C_20230717T182919_N0510_R027_T11RLP_20240817T141915/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:11:32.775639 ---
+2026-03-26T19:11:32  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:11:32  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20230717T182919_N0510_R027_T11RLP_20240817T141915
+2026-03-26T19:11:32  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:14:48  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:14:49  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:16:42  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1951182/1952153 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:16:43  clouds_decoded.project               INFO        [cloud_mask] Completed in 114.7s
+2026-03-26T19:16:46  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:17:22  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 39.8 seconds
+2026-03-26T19:17:45  clouds_decoded.project               INFO        [cloud_height] Completed in 62.0s
+2026-03-26T19:17:47  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.1%
+2026-03-26T19:17:47  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.1% < threshold 5%. Running fallback.
+2026-03-26T19:17:47  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T19:17:48  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T19:17:48  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T19:17:48  clouds_decoded.project               INFO        [albedo] Completed in 3.1s
+2026-03-26T19:17:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:19:00  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:19:00  clouds_decoded.project               INFO        [refocus] Completed in 72.0s
+2026-03-26T19:19:00  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:19:00  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:19:01  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:19:03  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:19:05  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.9s
diff --git a/logs/S2B_MSIL1C_20230728T011659_N0510_R031_T54SVC_20240906T090756/pipeline.log b/logs/S2B_MSIL1C_20230728T011659_N0510_R031_T54SVC_20240906T090756/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1993cb96781e9d94801886887d202c3c61dffcaa
--- /dev/null
+++ b/logs/S2B_MSIL1C_20230728T011659_N0510_R031_T54SVC_20240906T090756/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T15:57:55.902606 ---
+2026-03-27T15:57:55  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:57:55  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20230728T011659_N0510_R031_T54SVC_20240906T090756
+2026-03-27T15:57:55  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:00:56  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:00:57  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:01:34  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 860840/1814748 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:01:35  clouds_decoded.project               INFO        [cloud_mask] Completed in 39.3s
+2026-03-27T16:01:38  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:01:38  clouds_decoded.sliding_window        INFO      Sliding window: skipping 31/484 windows (no True pixels in skip_mask)
+2026-03-27T16:02:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 55.4 seconds
+2026-03-27T16:03:11  clouds_decoded.project               INFO        [cloud_height] Completed in 95.4s
+2026-03-27T16:03:12  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 65.5%
+2026-03-27T16:03:16  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T16:03:19  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T16:03:20  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T16:03:20  clouds_decoded.project               INFO        [albedo] Completed in 9.4s
+2026-03-27T16:03:20  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:04:18  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:04:18  clouds_decoded.project               INFO        [refocus] Completed in 57.6s
+2026-03-27T16:04:18  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:04:18  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:04:19  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:04:31  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:04:32  clouds_decoded.project               INFO        [cloud_properties] Completed in 13.6s
diff --git a/logs/S2B_MSIL1C_20230807T011659_N0510_R031_T54SVC_20240907T124713/pipeline.log b/logs/S2B_MSIL1C_20230807T011659_N0510_R031_T54SVC_20240907T124713/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..aaad2eb3c8d6168489c6ab5984be90925647e9a3
--- /dev/null
+++ b/logs/S2B_MSIL1C_20230807T011659_N0510_R031_T54SVC_20240907T124713/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T15:59:11.687416 ---
+2026-03-27T15:59:11  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T15:59:11  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20230807T011659_N0510_R031_T54SVC_20240907T124713
+2026-03-27T15:59:11  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:01:36  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:01:36  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:03:12  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2455331/3322441 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:03:13  clouds_decoded.project               INFO        [cloud_mask] Completed in 97.8s
+2026-03-27T16:03:16  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:03:58  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 44.6 seconds
+2026-03-27T16:04:11  clouds_decoded.project               INFO        [cloud_height] Completed in 57.4s
+2026-03-27T16:04:13  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 20.0%
+2026-03-27T16:04:18  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T16:04:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T16:04:22  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T16:04:22  clouds_decoded.project               INFO        [albedo] Completed in 11.3s
+2026-03-27T16:04:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:05:05  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:05:05  clouds_decoded.project               INFO        [refocus] Completed in 43.3s
+2026-03-27T16:05:06  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:05:06  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:05:06  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:05:13  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:05:15  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.1s
diff --git a/logs/S2B_MSIL1C_20230821T143729_N0510_R096_T21PTT_20241024T132109/pipeline.log b/logs/S2B_MSIL1C_20230821T143729_N0510_R096_T21PTT_20241024T132109/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..ee660fffa568226764db17b951caa0f6bee8d819
--- /dev/null
+++ b/logs/S2B_MSIL1C_20230821T143729_N0510_R096_T21PTT_20241024T132109/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:20:22.242614 ---
+2026-03-26T22:20:22  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:20:22  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20230821T143729_N0510_R096_T21PTT_20241024T132109
+2026-03-26T22:20:22  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:23:09  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:23:10  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:24:13  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1601438/1835238 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:24:14  clouds_decoded.project               INFO        [cloud_mask] Completed in 64.6s
+2026-03-26T22:24:17  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:24:42  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 27.7 seconds
+2026-03-26T22:24:52  clouds_decoded.project               INFO        [cloud_height] Completed in 38.4s
+2026-03-26T22:25:09  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 2.0%
+2026-03-26T22:25:09  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 2.0% < threshold 5%. Running fallback.
+2026-03-26T22:25:09  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T22:25:11  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T22:25:11  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T22:25:13  clouds_decoded.project               INFO        [albedo] Completed in 20.9s
+2026-03-26T22:25:13  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:25:59  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:25:59  clouds_decoded.project               INFO        [refocus] Completed in 45.7s
+2026-03-26T22:25:59  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:25:59  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:26:00  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:26:03  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:26:06  clouds_decoded.project               INFO        [cloud_properties] Completed in 7.2s
diff --git a/logs/S2B_MSIL1C_20231006T011649_N0510_R031_T54SVC_20240909T201845/pipeline.log b/logs/S2B_MSIL1C_20231006T011649_N0510_R031_T54SVC_20240909T201845/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..26eed365ef935ce4f742d77c5417400e21db720f
--- /dev/null
+++ b/logs/S2B_MSIL1C_20231006T011649_N0510_R031_T54SVC_20240909T201845/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T16:00:56.593148 ---
+2026-03-27T16:00:56  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:00:56  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20231006T011649_N0510_R031_T54SVC_20240909T201845
+2026-03-27T16:00:56  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:04:11  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:04:11  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:04:49  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3307722/4970280 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:05:06  clouds_decoded.project               INFO        [cloud_mask] Completed in 55.7s
+2026-03-27T16:05:12  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:05:13  clouds_decoded.sliding_window        INFO      Sliding window: skipping 4/484 windows (no True pixels in skip_mask)
+2026-03-27T16:05:33  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 26.8 seconds
+2026-03-27T16:05:36  clouds_decoded.project               INFO        [cloud_height] Completed in 29.8s
+2026-03-27T16:05:38  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 49.7%
+2026-03-27T16:05:40  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T16:05:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T16:05:44  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T16:05:44  clouds_decoded.project               INFO        [albedo] Completed in 7.8s
+2026-03-27T16:05:44  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:07:01  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:07:01  clouds_decoded.project               INFO        [refocus] Completed in 76.5s
+2026-03-27T16:07:01  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:07:01  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:07:01  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:07:04  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:07:05  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.9s
diff --git a/logs/S2B_MSIL1C_20231020T143729_N0510_R096_T21PTT_20241107T204332/pipeline.log b/logs/S2B_MSIL1C_20231020T143729_N0510_R096_T21PTT_20241107T204332/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..68b9a4fe5d0125c55f66ceebf2baefc305c77e66
--- /dev/null
+++ b/logs/S2B_MSIL1C_20231020T143729_N0510_R096_T21PTT_20241107T204332/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:22:33.140529 ---
+2026-03-26T22:22:33  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:22:33  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20231020T143729_N0510_R096_T21PTT_20241107T204332
+2026-03-26T22:22:33  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:25:23  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:25:24  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:25:57  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 994328/1020311 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:25:58  clouds_decoded.project               INFO        [cloud_mask] Completed in 35.2s
+2026-03-26T22:26:01  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:26:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 27.1 seconds
+2026-03-26T22:26:30  clouds_decoded.project               INFO        [cloud_height] Completed in 31.7s
+2026-03-26T22:26:34  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T22:26:34  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T22:26:34  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T22:26:34  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T22:26:34  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T22:26:34  clouds_decoded.project               INFO        [albedo] Completed in 4.1s
+2026-03-26T22:26:34  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:27:10  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:27:10  clouds_decoded.project               INFO        [refocus] Completed in 36.4s
+2026-03-26T22:27:10  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:27:11  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:27:11  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:27:12  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:27:15  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.4s
diff --git a/logs/S2B_MSIL1C_20231104T183539_N0510_R027_T11RLP_20241110T072956/pipeline.log b/logs/S2B_MSIL1C_20231104T183539_N0510_R027_T11RLP_20241110T072956/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..33570a507e373d86ffa6d76d1446466e7943caaa
--- /dev/null
+++ b/logs/S2B_MSIL1C_20231104T183539_N0510_R027_T11RLP_20241110T072956/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:16:43.178733 ---
+2026-03-26T19:16:43  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:16:43  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20231104T183539_N0510_R027_T11RLP_20241110T072956
+2026-03-26T19:16:43  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:19:03  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:19:03  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:19:36  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 114230/351576 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:19:38  clouds_decoded.project               INFO        [cloud_mask] Completed in 34.8s
+2026-03-26T19:19:40  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:19:40  clouds_decoded.sliding_window        INFO      Sliding window: skipping 144/484 windows (no True pixels in skip_mask)
+2026-03-26T19:20:09  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 31.5 seconds
+2026-03-26T19:20:12  clouds_decoded.project               INFO        [cloud_height] Completed in 34.2s
+2026-03-26T19:20:14  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 83.7%
+2026-03-26T19:20:20  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:20:23  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:20:24  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:20:24  clouds_decoded.project               INFO        [albedo] Completed in 12.0s
+2026-03-26T19:20:24  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:20:54  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:20:54  clouds_decoded.project               INFO        [refocus] Completed in 29.7s
+2026-03-26T19:20:54  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:20:54  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:20:56  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:21:22  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:21:23  clouds_decoded.project               INFO        [cloud_properties] Completed in 28.6s
diff --git a/logs/S2B_MSIL1C_20231112T213929_N0510_R143_T02KNG_20240902T104232/pipeline.log b/logs/S2B_MSIL1C_20231112T213929_N0510_R143_T02KNG_20240902T104232/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..94f42709e5df7e387d3c24aa4be5bedcc078dbcb
--- /dev/null
+++ b/logs/S2B_MSIL1C_20231112T213929_N0510_R143_T02KNG_20240902T104232/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T17:18:58.964505 ---
+2026-03-26T17:18:58  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:18:58  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20231112T213929_N0510_R143_T02KNG_20240902T104232
+2026-03-26T17:18:58  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:21:46  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:21:46  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:22:39  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2576054/3110818 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:22:40  clouds_decoded.project               INFO        [cloud_mask] Completed in 54.4s
+2026-03-26T17:24:30  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:25:19  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 71.7 seconds
+2026-03-26T17:25:22  clouds_decoded.project               INFO        [cloud_height] Completed in 74.9s
+2026-03-26T17:25:24  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 12.5%
+2026-03-26T17:25:31  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:25:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:25:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:25:40  clouds_decoded.project               INFO        [albedo] Completed in 17.6s
+2026-03-26T17:28:56  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:30:36  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:30:36  clouds_decoded.project               INFO        [refocus] Completed in 99.8s
+2026-03-26T17:30:36  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:30:37  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:30:39  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:31:15  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:31:17  clouds_decoded.project               INFO        [cloud_properties] Completed in 40.5s
diff --git a/logs/S2B_MSIL1C_20231129T143739_N0510_R096_T21PTT_20241021T015635/pipeline.log b/logs/S2B_MSIL1C_20231129T143739_N0510_R096_T21PTT_20241021T015635/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..00fbc98bbfeee86f3236abacb572a21dd9bd9b0c
--- /dev/null
+++ b/logs/S2B_MSIL1C_20231129T143739_N0510_R096_T21PTT_20241021T015635/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T22:23:09.962707 ---
+2026-03-26T22:23:09  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:23:09  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20231129T143739_N0510_R096_T21PTT_20241021T015635
+2026-03-26T22:23:09  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:25:58  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:25:59  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:26:37  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1046542/3817775 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:26:39  clouds_decoded.project               INFO        [cloud_mask] Completed in 40.5s
+2026-03-26T22:26:41  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:27:05  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 26.8 seconds
+2026-03-26T22:27:08  clouds_decoded.project               INFO        [cloud_height] Completed in 29.7s
+2026-03-26T22:27:10  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 81.9%
+2026-03-26T22:27:13  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:27:15  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:27:15  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:27:15  clouds_decoded.project               INFO        [albedo] Completed in 6.7s
+2026-03-26T22:27:15  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:28:19  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:28:19  clouds_decoded.project               INFO        [refocus] Completed in 64.1s
+2026-03-26T22:28:19  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:28:20  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:28:21  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:28:33  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:28:34  clouds_decoded.project               INFO        [cloud_properties] Completed in 15.0s
diff --git a/logs/S2B_MSIL1C_20240103T183749_N0510_R027_T11RLP_20240103T202557/pipeline.log b/logs/S2B_MSIL1C_20240103T183749_N0510_R027_T11RLP_20240103T202557/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..3dda68e148a02bbdb4dc07bb9e5469a3afa5e0f1
--- /dev/null
+++ b/logs/S2B_MSIL1C_20240103T183749_N0510_R027_T11RLP_20240103T202557/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:18:25.334958 ---
+2026-03-26T19:18:25  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:18:25  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20240103T183749_N0510_R027_T11RLP_20240103T202557
+2026-03-26T19:18:25  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:20:12  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:20:12  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:20:46  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2925119/2936379 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:20:47  clouds_decoded.project               INFO        [cloud_mask] Completed in 35.6s
+2026-03-26T19:20:51  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:21:23  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 34.6 seconds
+2026-03-26T19:21:34  clouds_decoded.project               INFO        [cloud_height] Completed in 46.1s
+2026-03-26T19:21:36  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.2%
+2026-03-26T19:21:36  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.2% < threshold 5%. Running fallback.
+2026-03-26T19:21:36  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T19:21:37  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T19:21:37  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T19:21:37  clouds_decoded.project               INFO        [albedo] Completed in 2.6s
+2026-03-26T19:21:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:22:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:22:49  clouds_decoded.project               INFO        [refocus] Completed in 72.0s
+2026-03-26T19:22:49  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:22:49  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:22:50  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:23:19  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:23:21  clouds_decoded.project               INFO        [cloud_properties] Completed in 32.2s
diff --git a/logs/S2B_MSIL1C_20240203T011849_N0510_R031_T54SVC_20240203T023654/pipeline.log b/logs/S2B_MSIL1C_20240203T011849_N0510_R031_T54SVC_20240203T023654/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..100284d87b12b941ff9046c09cdc0951ede7b802
--- /dev/null
+++ b/logs/S2B_MSIL1C_20240203T011849_N0510_R031_T54SVC_20240203T023654/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T16:05:07.018837 ---
+2026-03-27T16:05:07  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:05:07  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20240203T011849_N0510_R031_T54SVC_20240203T023654
+2026-03-27T16:05:07  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:07:04  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:07:04  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:08:13  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4026214/4843443 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:08:14  clouds_decoded.project               INFO        [cloud_mask] Completed in 70.6s
+2026-03-27T16:08:17  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:08:39  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 24.5 seconds
+2026-03-27T16:08:43  clouds_decoded.project               INFO        [cloud_height] Completed in 28.7s
+2026-03-27T16:08:45  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 14.6%
+2026-03-27T16:08:48  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T16:08:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T16:08:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T16:08:50  clouds_decoded.project               INFO        [albedo] Completed in 7.0s
+2026-03-27T16:08:50  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:10:06  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:10:06  clouds_decoded.project               INFO        [refocus] Completed in 75.6s
+2026-03-27T16:10:06  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:10:06  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:10:07  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:10:14  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:10:17  clouds_decoded.project               INFO        [cloud_properties] Completed in 10.5s
diff --git a/logs/S2B_MSIL1C_20240222T183359_N0510_R027_T11RLP_20240222T214212/pipeline.log b/logs/S2B_MSIL1C_20240222T183359_N0510_R027_T11RLP_20240222T214212/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..69c0cb32945616f2443cb5f58c9e12fc6d190b4a
--- /dev/null
+++ b/logs/S2B_MSIL1C_20240222T183359_N0510_R027_T11RLP_20240222T214212/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:19:03.338819 ---
+2026-03-26T19:19:03  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:19:03  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20240222T183359_N0510_R027_T11RLP_20240222T214212
+2026-03-26T19:19:03  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:20:47  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:20:48  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:21:33  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 5652035/7277300 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:21:34  clouds_decoded.project               INFO        [cloud_mask] Completed in 47.0s
+2026-03-26T19:21:37  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:21:37  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T19:22:04  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 29.3 seconds
+2026-03-26T19:22:38  clouds_decoded.project               INFO        [cloud_height] Completed in 64.0s
+2026-03-26T19:22:40  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 30.5%
+2026-03-26T19:22:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:22:45  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:22:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:22:46  clouds_decoded.project               INFO        [albedo] Completed in 8.0s
+2026-03-26T19:22:46  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:23:55  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:23:55  clouds_decoded.project               INFO        [refocus] Completed in 68.8s
+2026-03-26T19:23:55  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:23:55  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:23:56  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:24:10  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:24:11  clouds_decoded.project               INFO        [cloud_properties] Completed in 16.0s
diff --git a/logs/S2B_MSIL1C_20240323T182929_N0510_R027_T11RLP_20240323T214235/pipeline.log b/logs/S2B_MSIL1C_20240323T182929_N0510_R027_T11RLP_20240323T214235/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..9c417b6a6f60b0f7b971e599282aa30d1888c33d
--- /dev/null
+++ b/logs/S2B_MSIL1C_20240323T182929_N0510_R027_T11RLP_20240323T214235/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:19:38.108535 ---
+2026-03-26T19:19:38  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:19:38  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20240323T182929_N0510_R027_T11RLP_20240323T214235
+2026-03-26T19:19:38  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:21:34  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:21:35  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:22:40  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2699039/2821991 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:22:41  clouds_decoded.project               INFO        [cloud_mask] Completed in 66.6s
+2026-03-26T19:22:43  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:23:21  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 40.1 seconds
+2026-03-26T19:23:33  clouds_decoded.project               INFO        [cloud_height] Completed in 51.7s
+2026-03-26T19:23:34  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.9%
+2026-03-26T19:23:34  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.9% < threshold 5%. Running fallback.
+2026-03-26T19:23:34  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T19:23:34  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T19:23:34  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T19:23:34  clouds_decoded.project               INFO        [albedo] Completed in 1.7s
+2026-03-26T19:23:34  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:24:28  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:24:28  clouds_decoded.project               INFO        [refocus] Completed in 54.1s
+2026-03-26T19:24:28  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:24:29  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:24:30  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:24:37  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:24:40  clouds_decoded.project               INFO        [cloud_properties] Completed in 11.1s
diff --git a/logs/S2B_MSIL1C_20240430T213929_N0510_R143_T02KNG_20240430T224319/pipeline.log b/logs/S2B_MSIL1C_20240430T213929_N0510_R143_T02KNG_20240430T224319/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..ede838bb4af3aee8a8aa0ff024f55b98bf97f102
--- /dev/null
+++ b/logs/S2B_MSIL1C_20240430T213929_N0510_R143_T02KNG_20240430T224319/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T17:23:38.729372 ---
+2026-03-26T17:23:38  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:23:38  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20240430T213929_N0510_R143_T02KNG_20240430T224319
+2026-03-26T17:23:38  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:26:26  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:26:27  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:28:07  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1994356/2080055 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:28:39  clouds_decoded.project               INFO        [cloud_mask] Completed in 132.4s
+2026-03-26T17:31:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:31:46  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 25.2 seconds
+2026-03-26T17:32:29  clouds_decoded.project               INFO        [cloud_height] Completed in 67.8s
+2026-03-26T17:32:51  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 1.5%
+2026-03-26T17:32:51  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 1.5% < threshold 5%. Running fallback.
+2026-03-26T17:32:51  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T17:32:55  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T17:32:55  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T17:32:59  clouds_decoded.project               INFO        [albedo] Completed in 11.0s
+2026-03-26T17:36:02  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:36:51  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:36:51  clouds_decoded.project               INFO        [refocus] Completed in 49.0s
+2026-03-26T17:36:51  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:36:51  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:36:52  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:37:05  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:37:09  clouds_decoded.project               INFO        [cloud_properties] Completed in 17.5s
diff --git a/logs/S2B_MSIL1C_20240507T143749_N0510_R096_T21PTT_20240507T161935/pipeline.log b/logs/S2B_MSIL1C_20240507T143749_N0510_R096_T21PTT_20240507T161935/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..d5f56156313701a7d806d3d716a007f0fb7299b3
--- /dev/null
+++ b/logs/S2B_MSIL1C_20240507T143749_N0510_R096_T21PTT_20240507T161935/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T22:28:10.911259 ---
+2026-03-26T22:28:10  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:28:10  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20240507T143749_N0510_R096_T21PTT_20240507T161935
+2026-03-26T22:28:10  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:32:57  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:33:03  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:33:41  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3299235/4518089 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:33:42  clouds_decoded.project               INFO        [cloud_mask] Completed in 44.7s
+2026-03-26T22:33:45  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:34:09  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 27.3 seconds
+2026-03-26T22:34:13  clouds_decoded.project               INFO        [cloud_height] Completed in 30.7s
+2026-03-26T22:34:15  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 9.9%
+2026-03-26T22:34:17  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:34:20  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:34:20  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:34:20  clouds_decoded.project               INFO        [albedo] Completed in 7.6s
+2026-03-26T22:34:20  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:34:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:34:48  clouds_decoded.project               INFO        [refocus] Completed in 27.6s
+2026-03-26T22:34:48  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:34:48  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:34:48  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:34:50  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:34:51  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.5s
diff --git a/logs/S2B_MSIL1C_20240522T182919_N0510_R027_T11RLP_20240522T214110/pipeline.log b/logs/S2B_MSIL1C_20240522T182919_N0510_R027_T11RLP_20240522T214110/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..4acd0a90f578712b568c66b4f71dff794c6ae9e3
--- /dev/null
+++ b/logs/S2B_MSIL1C_20240522T182919_N0510_R027_T11RLP_20240522T214110/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:20:47.787347 ---
+2026-03-26T19:20:47  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:20:47  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20240522T182919_N0510_R027_T11RLP_20240522T214110
+2026-03-26T19:20:47  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:23:35  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:23:37  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:23:58  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1045457/1056114 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:24:04  clouds_decoded.project               INFO        [cloud_mask] Completed in 30.0s
+2026-03-26T19:24:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:24:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 34.8 seconds
+2026-03-26T19:25:03  clouds_decoded.project               INFO        [cloud_height] Completed in 40.8s
+2026-03-26T19:25:05  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.1%
+2026-03-26T19:25:05  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.1% < threshold 5%. Running fallback.
+2026-03-26T19:25:05  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T19:25:05  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T19:25:05  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T19:25:05  clouds_decoded.project               INFO        [albedo] Completed in 2.5s
+2026-03-26T19:25:05  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:25:46  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:25:46  clouds_decoded.project               INFO        [refocus] Completed in 40.5s
+2026-03-26T19:25:46  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:25:46  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:25:48  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:26:06  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:26:07  clouds_decoded.project               INFO        [cloud_properties] Completed in 21.7s
diff --git a/logs/S2B_MSIL1C_20240626T143749_N0510_R096_T21PTT_20240626T175832/pipeline.log b/logs/S2B_MSIL1C_20240626T143749_N0510_R096_T21PTT_20240626T175832/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..83574d36a0c6208b0f97a3868581087112dc65c2
--- /dev/null
+++ b/logs/S2B_MSIL1C_20240626T143749_N0510_R096_T21PTT_20240626T175832/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T22:28:52.901718 ---
+2026-03-26T22:28:52  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:28:52  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20240626T143749_N0510_R096_T21PTT_20240626T175832
+2026-03-26T22:28:52  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:33:42  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:33:42  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:34:16  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1145007/2933511 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:34:18  clouds_decoded.project               INFO        [cloud_mask] Completed in 35.6s
+2026-03-26T22:34:20  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:34:42  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 24.4 seconds
+2026-03-26T22:34:45  clouds_decoded.project               INFO        [cloud_height] Completed in 27.8s
+2026-03-26T22:34:47  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 67.2%
+2026-03-26T22:34:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:34:52  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:34:52  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:34:53  clouds_decoded.project               INFO        [albedo] Completed in 7.1s
+2026-03-26T22:34:53  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:35:30  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:35:30  clouds_decoded.project               INFO        [refocus] Completed in 37.2s
+2026-03-26T22:35:30  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:35:30  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:35:31  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:35:38  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:35:39  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.3s
diff --git a/logs/S2B_MSIL1C_20240701T182919_N0510_R027_T11RLP_20240701T220914/pipeline.log b/logs/S2B_MSIL1C_20240701T182919_N0510_R027_T11RLP_20240701T220914/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..a4799edf9a90d483a2b7c80e5d6c137c2cd979f9
--- /dev/null
+++ b/logs/S2B_MSIL1C_20240701T182919_N0510_R027_T11RLP_20240701T220914/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:22:41.418001 ---
+2026-03-26T19:22:41  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:22:41  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20240701T182919_N0510_R027_T11RLP_20240701T220914
+2026-03-26T19:22:41  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:25:03  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:25:03  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:25:38  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1605608/1605608 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:25:39  clouds_decoded.project               INFO        [cloud_mask] Completed in 35.9s
+2026-03-26T19:25:41  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:26:06  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 27.2 seconds
+2026-03-26T19:26:09  clouds_decoded.project               INFO        [cloud_height] Completed in 30.5s
+2026-03-26T19:26:11  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T19:26:11  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T19:26:11  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T19:26:11  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T19:26:11  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T19:26:11  clouds_decoded.project               INFO        [albedo] Completed in 1.6s
+2026-03-26T19:26:11  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:26:46  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:26:46  clouds_decoded.project               INFO        [refocus] Completed in 35.5s
+2026-03-26T19:26:46  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:26:47  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:26:47  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:26:50  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:26:52  clouds_decoded.project               INFO        [cloud_properties] Completed in 6.0s
diff --git a/logs/S2B_MSIL1C_20240709T213929_N0510_R143_T02KNG_20240709T224205/pipeline.log b/logs/S2B_MSIL1C_20240709T213929_N0510_R143_T02KNG_20240709T224205/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..853bfd6bb9d6b2f955902b7617c62cb33ecb3127
--- /dev/null
+++ b/logs/S2B_MSIL1C_20240709T213929_N0510_R143_T02KNG_20240709T224205/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T17:26:26.827047 ---
+2026-03-26T17:26:26  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:26:26  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20240709T213929_N0510_R143_T02KNG_20240709T224205
+2026-03-26T17:26:26  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:31:32  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:32:31  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:33:08  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2176957/2180554 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:33:09  clouds_decoded.project               INFO        [cloud_mask] Completed in 97.3s
+2026-03-26T17:35:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:35:49  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 40.4 seconds
+2026-03-26T17:35:52  clouds_decoded.project               INFO        [cloud_height] Completed in 43.7s
+2026-03-26T17:36:06  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T17:36:06  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T17:36:06  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T17:36:08  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T17:36:08  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T17:36:08  clouds_decoded.project               INFO        [albedo] Completed in 6.1s
+2026-03-26T17:39:09  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:40:39  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:40:39  clouds_decoded.project               INFO        [refocus] Completed in 89.7s
+2026-03-26T17:40:39  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:40:39  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:40:40  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:40:50  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:40:53  clouds_decoded.project               INFO        [cloud_properties] Completed in 14.1s
diff --git a/logs/S2B_MSIL1C_20240712T011659_N0510_R031_T54SVC_20240712T030608/pipeline.log b/logs/S2B_MSIL1C_20240712T011659_N0510_R031_T54SVC_20240712T030608/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..942d7d299be22501737d85e50476b0ede954b6ec
--- /dev/null
+++ b/logs/S2B_MSIL1C_20240712T011659_N0510_R031_T54SVC_20240712T030608/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T16:08:48.137087 ---
+2026-03-27T16:08:48  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:08:48  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20240712T011659_N0510_R031_T54SVC_20240712T030608
+2026-03-27T16:08:48  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:11:10  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:11:11  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:12:11  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3447665/3447976 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:12:13  clouds_decoded.project               INFO        [cloud_mask] Completed in 62.8s
+2026-03-27T16:12:19  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:12:54  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 40.4 seconds
+2026-03-27T16:12:57  clouds_decoded.project               INFO        [cloud_height] Completed in 43.5s
+2026-03-27T16:12:59  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-27T16:12:59  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-27T16:12:59  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T16:12:59  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T16:12:59  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T16:12:59  clouds_decoded.project               INFO        [albedo] Completed in 2.5s
+2026-03-27T16:12:59  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:14:24  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:14:24  clouds_decoded.project               INFO        [refocus] Completed in 84.6s
+2026-03-27T16:14:24  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:14:25  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:14:26  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:14:51  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:14:53  clouds_decoded.project               INFO        [cloud_properties] Completed in 28.6s
diff --git a/logs/S2B_MSIL1C_20240726T143749_N0511_R096_T21PTT_20240726T162228/pipeline.log b/logs/S2B_MSIL1C_20240726T143749_N0511_R096_T21PTT_20240726T162228/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..c0305fe628f7f0077e964403495c6b63825ad85d
--- /dev/null
+++ b/logs/S2B_MSIL1C_20240726T143749_N0511_R096_T21PTT_20240726T162228/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:29:45.601876 ---
+2026-03-26T22:29:45  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:29:45  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20240726T143749_N0511_R096_T21PTT_20240726T162228
+2026-03-26T22:29:45  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:34:18  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:34:18  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:34:48  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 884568/2269298 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:34:50  clouds_decoded.project               INFO        [cloud_mask] Completed in 32.0s
+2026-03-26T22:34:52  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:34:52  clouds_decoded.sliding_window        INFO      Sliding window: skipping 6/484 windows (no True pixels in skip_mask)
+2026-03-26T22:35:21  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 31.9 seconds
+2026-03-26T22:35:24  clouds_decoded.project               INFO        [cloud_height] Completed in 34.6s
+2026-03-26T22:35:27  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 77.0%
+2026-03-26T22:35:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:35:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:35:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:35:37  clouds_decoded.project               INFO        [albedo] Completed in 12.0s
+2026-03-26T22:35:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:36:03  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:36:03  clouds_decoded.project               INFO        [refocus] Completed in 26.3s
+2026-03-26T22:36:03  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:36:03  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:36:04  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:36:20  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:36:21  clouds_decoded.project               INFO        [cloud_properties] Completed in 18.0s
diff --git a/logs/S2B_MSIL1C_20240811T011659_N0511_R031_T54SVC_20240811T024016/pipeline.log b/logs/S2B_MSIL1C_20240811T011659_N0511_R031_T54SVC_20240811T024016/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..da39b1608a8d8b527819c52989dff9966b47ae80
--- /dev/null
+++ b/logs/S2B_MSIL1C_20240811T011659_N0511_R031_T54SVC_20240811T024016/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T16:10:01.239181 ---
+2026-03-27T16:10:01  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:10:01  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20240811T011659_N0511_R031_T54SVC_20240811T024016
+2026-03-27T16:10:01  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:12:13  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:12:17  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:12:55  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1802646/1851447 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:12:56  clouds_decoded.project               INFO        [cloud_mask] Completed in 42.8s
+2026-03-27T16:13:00  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:13:30  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 33.1 seconds
+2026-03-27T16:14:15  clouds_decoded.project               INFO        [cloud_height] Completed in 78.2s
+2026-03-27T16:14:17  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.3%
+2026-03-27T16:14:17  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.3% < threshold 5%. Running fallback.
+2026-03-27T16:14:17  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T16:14:18  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T16:14:18  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T16:14:18  clouds_decoded.project               INFO        [albedo] Completed in 2.8s
+2026-03-27T16:14:18  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:15:05  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:15:05  clouds_decoded.project               INFO        [refocus] Completed in 47.2s
+2026-03-27T16:15:05  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:15:06  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:15:07  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:15:17  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:15:20  clouds_decoded.project               INFO        [cloud_properties] Completed in 14.9s
diff --git a/logs/S2B_MSIL1C_20240815T143749_N0511_R096_T21PTT_20240815T161957/pipeline.log b/logs/S2B_MSIL1C_20240815T143749_N0511_R096_T21PTT_20240815T161957/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..9688c2e993c9d44079be31ece968bf85cf1dc74d
--- /dev/null
+++ b/logs/S2B_MSIL1C_20240815T143749_N0511_R096_T21PTT_20240815T161957/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T22:32:57.730693 ---
+2026-03-26T22:32:57  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:32:57  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20240815T143749_N0511_R096_T21PTT_20240815T161957
+2026-03-26T22:32:57  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:34:50  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:34:50  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:35:23  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1943151/3874994 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:35:24  clouds_decoded.project               INFO        [cloud_mask] Completed in 34.4s
+2026-03-26T22:35:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:35:54  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 30.0 seconds
+2026-03-26T22:35:57  clouds_decoded.project               INFO        [cloud_height] Completed in 32.9s
+2026-03-26T22:35:59  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 40.5%
+2026-03-26T22:36:03  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:36:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:36:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:36:06  clouds_decoded.project               INFO        [albedo] Completed in 9.0s
+2026-03-26T22:36:07  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:37:40  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:37:40  clouds_decoded.project               INFO        [refocus] Completed in 93.4s
+2026-03-26T22:37:40  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:37:40  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:37:41  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:37:45  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:37:46  clouds_decoded.project               INFO        [cloud_properties] Completed in 5.9s
diff --git a/logs/S2B_MSIL1C_20240910T011659_N0511_R031_T54SVC_20240910T023601/pipeline.log b/logs/S2B_MSIL1C_20240910T011659_N0511_R031_T54SVC_20240910T023601/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..0ea2c978dc9a1dfb548770f1ae8b77aa48116ba8
--- /dev/null
+++ b/logs/S2B_MSIL1C_20240910T011659_N0511_R031_T54SVC_20240910T023601/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T16:10:37.888992 ---
+2026-03-27T16:10:37  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:10:37  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20240910T011659_N0511_R031_T54SVC_20240910T023601
+2026-03-27T16:10:37  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:12:56  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:12:57  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:14:13  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2749854/4547505 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:14:15  clouds_decoded.project               INFO        [cloud_mask] Completed in 78.4s
+2026-03-27T16:14:18  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:14:51  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 35.7 seconds
+2026-03-27T16:14:56  clouds_decoded.project               INFO        [cloud_height] Completed in 40.6s
+2026-03-27T16:14:57  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 50.9%
+2026-03-27T16:15:01  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T16:15:04  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T16:15:05  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T16:15:05  clouds_decoded.project               INFO        [albedo] Completed in 9.2s
+2026-03-27T16:15:05  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:17:01  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:17:01  clouds_decoded.project               INFO        [refocus] Completed in 116.0s
+2026-03-27T16:17:01  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:17:01  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:17:02  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:17:04  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:17:05  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.6s
diff --git a/logs/S2B_MSIL1C_20240929T183059_N0511_R027_T11RLP_20240929T220903/pipeline.log b/logs/S2B_MSIL1C_20240929T183059_N0511_R027_T11RLP_20240929T220903/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..5adadfeaea6021f2a0838e70e4cfccdedbda591a
--- /dev/null
+++ b/logs/S2B_MSIL1C_20240929T183059_N0511_R027_T11RLP_20240929T220903/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:24:05.066651 ---
+2026-03-26T19:24:05  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:24:05  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20240929T183059_N0511_R027_T11RLP_20240929T220903
+2026-03-26T19:24:05  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:26:12  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:26:13  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:26:46  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1532968/1542847 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:26:47  clouds_decoded.project               INFO        [cloud_mask] Completed in 35.3s
+2026-03-26T19:26:50  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:27:12  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 25.0 seconds
+2026-03-26T19:27:15  clouds_decoded.project               INFO        [cloud_height] Completed in 28.3s
+2026-03-26T19:27:17  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 14.8%
+2026-03-26T19:27:20  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:27:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:27:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:27:22  clouds_decoded.project               INFO        [albedo] Completed in 6.3s
+2026-03-26T19:27:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:28:24  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:28:24  clouds_decoded.project               INFO        [refocus] Completed in 61.7s
+2026-03-26T19:28:24  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:28:24  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:28:25  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:28:39  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:28:41  clouds_decoded.project               INFO        [cloud_properties] Completed in 17.6s
diff --git a/logs/S2B_MSIL1C_20241010T011649_N0511_R031_T54SVC_20241010T023721/pipeline.log b/logs/S2B_MSIL1C_20241010T011649_N0511_R031_T54SVC_20241010T023721/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..09ae932dbb19c6180d8b8dc5c8afc4ffb33df2c5
--- /dev/null
+++ b/logs/S2B_MSIL1C_20241010T011649_N0511_R031_T54SVC_20241010T023721/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T16:11:10.981362 ---
+2026-03-27T16:11:10  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:11:10  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20241010T011649_N0511_R031_T54SVC_20241010T023721
+2026-03-27T16:11:10  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:14:15  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:14:15  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:14:57  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4327848/5184751 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:14:58  clouds_decoded.project               INFO        [cloud_mask] Completed in 43.6s
+2026-03-27T16:15:01  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:15:33  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 35.2 seconds
+2026-03-27T16:16:22  clouds_decoded.project               INFO        [cloud_height] Completed in 84.1s
+2026-03-27T16:16:24  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 14.7%
+2026-03-27T16:16:26  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T16:16:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T16:16:29  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T16:16:29  clouds_decoded.project               INFO        [albedo] Completed in 6.5s
+2026-03-27T16:16:29  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:17:14  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:17:14  clouds_decoded.project               INFO        [refocus] Completed in 44.9s
+2026-03-27T16:17:14  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:17:14  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:17:16  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:17:24  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:17:27  clouds_decoded.project               INFO        [cloud_properties] Completed in 13.2s
diff --git a/logs/S2B_MSIL1C_20241014T143739_N0511_R096_T21PTT_20241014T161930/pipeline.log b/logs/S2B_MSIL1C_20241014T143739_N0511_R096_T21PTT_20241014T161930/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e219aed0c95786622dfaf2d622a82a757f5527bc
--- /dev/null
+++ b/logs/S2B_MSIL1C_20241014T143739_N0511_R096_T21PTT_20241014T161930/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:34:18.086327 ---
+2026-03-26T22:34:18  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:34:18  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20241014T143739_N0511_R096_T21PTT_20241014T161930
+2026-03-26T22:34:18  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:35:58  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:35:59  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:37:04  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 410906/3101038 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:37:06  clouds_decoded.project               INFO        [cloud_mask] Completed in 67.4s
+2026-03-26T22:37:08  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:37:08  clouds_decoded.sliding_window        INFO      Sliding window: skipping 2/484 windows (no True pixels in skip_mask)
+2026-03-26T22:37:40  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 34.2 seconds
+2026-03-26T22:37:43  clouds_decoded.project               INFO        [cloud_height] Completed in 37.3s
+2026-03-26T22:37:47  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 85.8%
+2026-03-26T22:37:56  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:37:58  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:37:59  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:38:00  clouds_decoded.project               INFO        [albedo] Completed in 16.3s
+2026-03-26T22:38:00  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:38:46  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:38:46  clouds_decoded.project               INFO        [refocus] Completed in 46.4s
+2026-03-26T22:38:46  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:38:46  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:38:48  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:39:07  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:39:07  clouds_decoded.project               INFO        [cloud_properties] Completed in 21.3s
diff --git a/logs/S2B_MSIL1C_20241029T183409_N0511_R027_T11RLP_20241029T203549/pipeline.log b/logs/S2B_MSIL1C_20241029T183409_N0511_R027_T11RLP_20241029T203549/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..eba9fe51f250b9737db953fc382a0c22e7283ad5
--- /dev/null
+++ b/logs/S2B_MSIL1C_20241029T183409_N0511_R027_T11RLP_20241029T203549/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:25:03.204741 ---
+2026-03-26T19:25:03  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:25:03  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20241029T183409_N0511_R027_T11RLP_20241029T203549
+2026-03-26T19:25:03  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:26:47  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:26:48  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:27:20  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2691781/6329204 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:27:21  clouds_decoded.project               INFO        [cloud_mask] Completed in 33.9s
+2026-03-26T19:27:24  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:27:24  clouds_decoded.sliding_window        INFO      Sliding window: skipping 8/484 windows (no True pixels in skip_mask)
+2026-03-26T19:28:05  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 43.5 seconds
+2026-03-26T19:28:16  clouds_decoded.project               INFO        [cloud_height] Completed in 55.0s
+2026-03-26T19:28:19  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 68.9%
+2026-03-26T19:28:24  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:28:27  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:28:27  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:28:28  clouds_decoded.project               INFO        [albedo] Completed in 11.3s
+2026-03-26T19:28:28  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:28:59  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:28:59  clouds_decoded.project               INFO        [refocus] Completed in 31.1s
+2026-03-26T19:28:59  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:28:59  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:29:00  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:29:11  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:29:12  clouds_decoded.project               INFO        [cloud_properties] Completed in 13.4s
diff --git a/logs/S2B_MSIL1C_20241206T213929_N0511_R143_T02KNG_20241206T223752/pipeline.log b/logs/S2B_MSIL1C_20241206T213929_N0511_R143_T02KNG_20241206T223752/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..cd8ba1de145445a22a5421907ad7b2e8f41bf122
--- /dev/null
+++ b/logs/S2B_MSIL1C_20241206T213929_N0511_R143_T02KNG_20241206T223752/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T17:35:10.642256 ---
+2026-03-26T17:35:10  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:35:10  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20241206T213929_N0511_R143_T02KNG_20241206T223752
+2026-03-26T17:35:10  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:37:34  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:37:35  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:38:56  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2200898/2206959 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:38:57  clouds_decoded.project               INFO        [cloud_mask] Completed in 83.0s
+2026-03-26T17:40:28  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:40:55  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 87.1 seconds
+2026-03-26T17:41:20  clouds_decoded.project               INFO        [cloud_height] Completed in 111.7s
+2026-03-26T17:41:58  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T17:41:58  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T17:41:58  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T17:42:01  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T17:42:01  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T17:42:02  clouds_decoded.project               INFO        [albedo] Completed in 6.5s
+2026-03-26T17:45:26  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:47:09  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:47:09  clouds_decoded.project               INFO        [refocus] Completed in 102.6s
+2026-03-26T17:47:09  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:47:09  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:47:11  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:47:36  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:47:40  clouds_decoded.project               INFO        [cloud_properties] Completed in 30.9s
diff --git a/logs/S2B_MSIL1C_20241208T183659_N0511_R027_T11RLP_20241208T220302/pipeline.log b/logs/S2B_MSIL1C_20241208T183659_N0511_R027_T11RLP_20241208T220302/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..ba8a5dadb7e76f9bae7b0f17845fd2a73145ee71
--- /dev/null
+++ b/logs/S2B_MSIL1C_20241208T183659_N0511_R027_T11RLP_20241208T220302/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:26:12.362664 ---
+2026-03-26T19:26:12  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:26:12  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20241208T183659_N0511_R027_T11RLP_20241208T220302
+2026-03-26T19:26:12  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:28:16  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:28:17  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:28:52  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 7887261/8480459 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:28:53  clouds_decoded.project               INFO        [cloud_mask] Completed in 36.8s
+2026-03-26T19:28:56  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:29:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 34.4 seconds
+2026-03-26T19:29:46  clouds_decoded.project               INFO        [cloud_height] Completed in 53.0s
+2026-03-26T19:29:52  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 15.2%
+2026-03-26T19:29:53  clouds_decoded.modules.albedo_estimator.processor  WARNING   Only 0 clear samples after filtering. Running fallback.
+2026-03-26T19:29:53  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T19:29:54  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T19:29:54  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T19:29:54  clouds_decoded.project               INFO        [albedo] Completed in 7.5s
+2026-03-26T19:29:54  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:30:38  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:30:38  clouds_decoded.project               INFO        [refocus] Completed in 44.7s
+2026-03-26T19:30:38  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:30:39  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:30:40  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:30:52  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:30:54  clouds_decoded.project               INFO        [cloud_properties] Completed in 15.8s
diff --git a/logs/S2B_MSIL1C_20241229T011949_N0511_R031_T54SVC_20241229T022930/pipeline.log b/logs/S2B_MSIL1C_20241229T011949_N0511_R031_T54SVC_20241229T022930/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..30c55c7ad8cc9870c2532dee583824a7af8f4b15
--- /dev/null
+++ b/logs/S2B_MSIL1C_20241229T011949_N0511_R031_T54SVC_20241229T022930/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T16:12:56.768121 ---
+2026-03-27T16:12:56  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:12:56  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20241229T011949_N0511_R031_T54SVC_20241229T022930
+2026-03-27T16:12:56  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:16:25  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:16:26  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:17:03  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 8299312/11321527 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:17:04  clouds_decoded.project               INFO        [cloud_mask] Completed in 39.4s
+2026-03-27T16:17:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:17:49  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 45.2 seconds
+2026-03-27T16:18:31  clouds_decoded.project               INFO        [cloud_height] Completed in 87.2s
+2026-03-27T16:18:33  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 19.8%
+2026-03-27T16:18:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T16:18:38  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T16:18:38  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T16:18:39  clouds_decoded.project               INFO        [albedo] Completed in 7.5s
+2026-03-27T16:18:39  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:20:06  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:20:06  clouds_decoded.project               INFO        [refocus] Completed in 87.0s
+2026-03-27T16:20:06  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:20:06  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:20:08  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:20:28  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:20:30  clouds_decoded.project               INFO        [cloud_properties] Completed in 24.3s
diff --git a/logs/S2B_MSIL1C_20250108T011939_N0511_R031_T54SVC_20250108T022924/pipeline.log b/logs/S2B_MSIL1C_20250108T011939_N0511_R031_T54SVC_20250108T022924/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..9d684e9cb5733d5b064b77033aeda731f9e32d68
--- /dev/null
+++ b/logs/S2B_MSIL1C_20250108T011939_N0511_R031_T54SVC_20250108T022924/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T16:14:15.184093 ---
+2026-03-27T16:14:15  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:14:15  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20250108T011939_N0511_R031_T54SVC_20250108T022924
+2026-03-27T16:14:15  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:17:04  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:17:05  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:18:33  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 8891105/11573269 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:18:34  clouds_decoded.project               INFO        [cloud_mask] Completed in 89.7s
+2026-03-27T16:18:36  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:19:11  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 37.5 seconds
+2026-03-27T16:19:56  clouds_decoded.project               INFO        [cloud_height] Completed in 82.2s
+2026-03-27T16:19:58  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 15.4%
+2026-03-27T16:20:01  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T16:20:03  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T16:20:03  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T16:20:04  clouds_decoded.project               INFO        [albedo] Completed in 7.6s
+2026-03-27T16:20:04  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:20:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:20:48  clouds_decoded.project               INFO        [refocus] Completed in 44.7s
+2026-03-27T16:20:49  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:20:49  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:20:50  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:21:10  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:21:12  clouds_decoded.project               INFO        [cloud_properties] Completed in 23.9s
diff --git a/logs/S2B_MSIL1C_20250214T213929_N0511_R143_T02KNG_20250214T223813/pipeline.log b/logs/S2B_MSIL1C_20250214T213929_N0511_R143_T02KNG_20250214T223813/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..0fa08238ea707edc3d4c9ad04a4d210022aea045
--- /dev/null
+++ b/logs/S2B_MSIL1C_20250214T213929_N0511_R143_T02KNG_20250214T223813/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T17:36:45.204070 ---
+2026-03-26T17:36:45  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:36:45  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20250214T213929_N0511_R143_T02KNG_20250214T223813
+2026-03-26T17:36:45  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:40:29  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:40:30  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:41:49  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4214395/4277832 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:41:51  clouds_decoded.project               INFO        [cloud_mask] Completed in 82.3s
+2026-03-26T17:42:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:43:29  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 48.1 seconds
+2026-03-26T17:43:48  clouds_decoded.project               INFO        [cloud_height] Completed in 67.4s
+2026-03-26T17:44:01  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.1%
+2026-03-26T17:44:01  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.1% < threshold 5%. Running fallback.
+2026-03-26T17:44:01  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T17:44:04  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T17:44:04  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T17:44:04  clouds_decoded.project               INFO        [albedo] Completed in 5.5s
+2026-03-26T17:48:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:51:00  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:51:00  clouds_decoded.project               INFO        [refocus] Completed in 130.8s
+2026-03-26T17:51:00  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:51:01  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:51:02  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:51:28  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:51:30  clouds_decoded.project               INFO        [cloud_properties] Completed in 30.3s
diff --git a/logs/S2B_MSIL1C_20250217T011659_N0511_R031_T54SVC_20250217T022921/pipeline.log b/logs/S2B_MSIL1C_20250217T011659_N0511_R031_T54SVC_20250217T022921/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..9ca16240ac7bfbd43a571eef856b67fc26296fb5
--- /dev/null
+++ b/logs/S2B_MSIL1C_20250217T011659_N0511_R031_T54SVC_20250217T022921/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T16:14:58.713051 ---
+2026-03-27T16:14:58  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:14:58  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20250217T011659_N0511_R031_T54SVC_20250217T022921
+2026-03-27T16:14:58  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:18:34  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:18:34  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:19:58  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 710438/3017782 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:19:59  clouds_decoded.project               INFO        [cloud_mask] Completed in 84.9s
+2026-03-27T16:20:01  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:20:01  clouds_decoded.sliding_window        INFO      Sliding window: skipping 53/484 windows (no True pixels in skip_mask)
+2026-03-27T16:20:30  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 31.8 seconds
+2026-03-27T16:20:38  clouds_decoded.project               INFO        [cloud_height] Completed in 39.4s
+2026-03-27T16:20:40  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 88.9%
+2026-03-27T16:20:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T16:20:45  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T16:20:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T16:20:46  clouds_decoded.project               INFO        [albedo] Completed in 7.8s
+2026-03-27T16:20:46  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:21:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:21:48  clouds_decoded.project               INFO        [refocus] Completed in 62.0s
+2026-03-27T16:21:48  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:21:48  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:21:49  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:21:53  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:21:53  clouds_decoded.project               INFO        [cloud_properties] Completed in 5.3s
diff --git a/logs/S2B_MSIL1C_20250306T213929_N0511_R143_T02KNG_20250306T223808/pipeline.log b/logs/S2B_MSIL1C_20250306T213929_N0511_R143_T02KNG_20250306T223808/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..29abe8e8fc55b8f6f803bafccebcd3cb3d7fb16e
--- /dev/null
+++ b/logs/S2B_MSIL1C_20250306T213929_N0511_R143_T02KNG_20250306T223808/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T17:37:34.931022 ---
+2026-03-26T17:37:34  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:37:34  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20250306T213929_N0511_R143_T02KNG_20250306T223808
+2026-03-26T17:37:34  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:41:51  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:41:52  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:42:40  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3116990/3936691 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:42:42  clouds_decoded.project               INFO        [cloud_mask] Completed in 50.4s
+2026-03-26T17:43:53  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:44:26  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 37.6 seconds
+2026-03-26T17:44:50  clouds_decoded.project               INFO        [cloud_height] Completed in 61.4s
+2026-03-26T17:45:39  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 17.4%
+2026-03-26T17:45:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:46:52  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:46:52  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:46:53  clouds_decoded.project               INFO        [albedo] Completed in 86.8s
+2026-03-26T17:51:00  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T17:53:59  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T17:53:59  clouds_decoded.project               INFO        [refocus] Completed in 179.4s
+2026-03-26T17:53:59  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T17:54:00  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T17:54:00  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T17:54:40  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T17:54:42  clouds_decoded.project               INFO        [cloud_properties] Completed in 42.6s
diff --git a/logs/S2B_MSIL1C_20250313T143749_N0511_R096_T21PTT_20250313T204526/pipeline.log b/logs/S2B_MSIL1C_20250313T143749_N0511_R096_T21PTT_20250313T204526/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..42cb0867dd24ee3956edfa578c475587deb9c5e1
--- /dev/null
+++ b/logs/S2B_MSIL1C_20250313T143749_N0511_R096_T21PTT_20250313T204526/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:37:44.241790 ---
+2026-03-26T22:37:44  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:37:44  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20250313T143749_N0511_R096_T21PTT_20250313T204526
+2026-03-26T22:37:44  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:40:35  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:40:36  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:41:15  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 704387/2264180 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:41:16  clouds_decoded.project               INFO        [cloud_mask] Completed in 41.0s
+2026-03-26T22:41:19  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:41:19  clouds_decoded.sliding_window        INFO      Sliding window: skipping 93/484 windows (no True pixels in skip_mask)
+2026-03-26T22:41:41  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 24.9 seconds
+2026-03-26T22:41:55  clouds_decoded.project               INFO        [cloud_height] Completed in 38.7s
+2026-03-26T22:41:56  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 84.2%
+2026-03-26T22:42:00  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:42:02  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:42:02  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:42:03  clouds_decoded.project               INFO        [albedo] Completed in 7.9s
+2026-03-26T22:42:03  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:42:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:42:48  clouds_decoded.project               INFO        [refocus] Completed in 44.7s
+2026-03-26T22:42:48  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:42:48  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:42:50  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:43:15  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:43:16  clouds_decoded.project               INFO        [cloud_properties] Completed in 27.9s
diff --git a/logs/S2B_MSIL1C_20250328T182919_N0511_R027_T11RLP_20250328T220447/pipeline.log b/logs/S2B_MSIL1C_20250328T182919_N0511_R027_T11RLP_20250328T220447/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..71eaf9f9aa45749084b926e1c6d984ebd67f3594
--- /dev/null
+++ b/logs/S2B_MSIL1C_20250328T182919_N0511_R027_T11RLP_20250328T220447/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:28:16.681044 ---
+2026-03-26T19:28:16  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:28:16  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20250328T182919_N0511_R027_T11RLP_20250328T220447
+2026-03-26T19:28:16  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:30:28  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:30:33  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:31:57  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2873533/4900094 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:31:58  clouds_decoded.project               INFO        [cloud_mask] Completed in 89.8s
+2026-03-26T19:32:01  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:32:01  clouds_decoded.sliding_window        INFO      Sliding window: skipping 4/484 windows (no True pixels in skip_mask)
+2026-03-26T19:32:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 33.2 seconds
+2026-03-26T19:33:05  clouds_decoded.project               INFO        [cloud_height] Completed in 66.7s
+2026-03-26T19:33:06  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 41.2%
+2026-03-26T19:33:09  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:33:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:33:12  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:33:12  clouds_decoded.project               INFO        [albedo] Completed in 7.4s
+2026-03-26T19:33:12  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:33:56  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:33:56  clouds_decoded.project               INFO        [refocus] Completed in 44.1s
+2026-03-26T19:33:56  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:33:57  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:33:58  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:34:17  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:34:18  clouds_decoded.project               INFO        [cloud_properties] Completed in 21.6s
diff --git a/logs/S2B_MSIL1C_20250418T011659_N0511_R031_T54SVC_20250418T022916/pipeline.log b/logs/S2B_MSIL1C_20250418T011659_N0511_R031_T54SVC_20250418T022916/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..4b01c213e5e6616a9387a28014ad02b054ed6fa9
--- /dev/null
+++ b/logs/S2B_MSIL1C_20250418T011659_N0511_R031_T54SVC_20250418T022916/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T16:17:04.523656 ---
+2026-03-27T16:17:04  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:17:04  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20250418T011659_N0511_R031_T54SVC_20250418T022916
+2026-03-27T16:17:04  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:20:40  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:20:41  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:21:19  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2948714/2961360 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:21:20  clouds_decoded.project               INFO        [cloud_mask] Completed in 39.7s
+2026-03-27T16:21:23  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:21:48  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 27.9 seconds
+2026-03-27T16:21:52  clouds_decoded.project               INFO        [cloud_height] Completed in 32.2s
+2026-03-27T16:21:55  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-27T16:21:55  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-27T16:21:55  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T16:21:55  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T16:21:55  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T16:21:55  clouds_decoded.project               INFO        [albedo] Completed in 2.6s
+2026-03-27T16:21:55  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:22:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:22:49  clouds_decoded.project               INFO        [refocus] Completed in 53.3s
+2026-03-27T16:22:49  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:22:49  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:22:50  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:22:59  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:23:02  clouds_decoded.project               INFO        [cloud_properties] Completed in 13.1s
diff --git a/logs/S2B_MSIL1C_20250502T143749_N0511_R096_T21PTT_20250502T175335/pipeline.log b/logs/S2B_MSIL1C_20250502T143749_N0511_R096_T21PTT_20250502T175335/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..b19c78a8d81209db42aba015f8e7b7639af946c6
--- /dev/null
+++ b/logs/S2B_MSIL1C_20250502T143749_N0511_R096_T21PTT_20250502T175335/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T22:39:17.942332 ---
+2026-03-26T22:39:17  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:39:17  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20250502T143749_N0511_R096_T21PTT_20250502T175335
+2026-03-26T22:39:17  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:41:58  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:41:58  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:42:40  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3103853/4222975 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:42:41  clouds_decoded.project               INFO        [cloud_mask] Completed in 42.9s
+2026-03-26T22:42:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:43:16  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 35.1 seconds
+2026-03-26T22:43:33  clouds_decoded.project               INFO        [cloud_height] Completed in 52.8s
+2026-03-26T22:43:35  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 11.3%
+2026-03-26T22:43:38  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:43:41  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:43:41  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:43:42  clouds_decoded.project               INFO        [albedo] Completed in 8.2s
+2026-03-26T22:43:42  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:44:54  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:44:54  clouds_decoded.project               INFO        [refocus] Completed in 72.3s
+2026-03-26T22:44:54  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:44:54  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:44:55  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:45:00  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:45:03  clouds_decoded.project               INFO        [cloud_properties] Completed in 8.6s
diff --git a/logs/S2B_MSIL1C_20250528T011659_N0511_R031_T54SVC_20250528T025610/pipeline.log b/logs/S2B_MSIL1C_20250528T011659_N0511_R031_T54SVC_20250528T025610/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..afb82955de266b066757c6c1af448fdc079ac131
--- /dev/null
+++ b/logs/S2B_MSIL1C_20250528T011659_N0511_R031_T54SVC_20250528T025610/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T16:18:34.245015 ---
+2026-03-27T16:18:34  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:18:34  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20250528T011659_N0511_R031_T54SVC_20250528T025610
+2026-03-27T16:18:34  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:21:20  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:21:21  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:21:55  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2551494/3283690 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:21:57  clouds_decoded.project               INFO        [cloud_mask] Completed in 36.6s
+2026-03-27T16:22:06  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:22:36  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 39.5 seconds
+2026-03-27T16:22:40  clouds_decoded.project               INFO        [cloud_height] Completed in 42.7s
+2026-03-27T16:22:44  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 18.5%
+2026-03-27T16:22:46  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T16:22:48  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T16:22:49  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T16:22:49  clouds_decoded.project               INFO        [albedo] Completed in 9.7s
+2026-03-27T16:22:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:23:35  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:23:35  clouds_decoded.project               INFO        [refocus] Completed in 45.3s
+2026-03-27T16:23:35  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:23:35  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:23:36  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:23:43  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:23:44  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.7s
diff --git a/logs/S2B_MSIL1C_20250601T143749_N0511_R096_T21PTT_20250601T161523/pipeline.log b/logs/S2B_MSIL1C_20250601T143749_N0511_R096_T21PTT_20250601T161523/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e6e049459853a58175cef10ed8d677eb58902b33
--- /dev/null
+++ b/logs/S2B_MSIL1C_20250601T143749_N0511_R096_T21PTT_20250601T161523/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:40:35.651683 ---
+2026-03-26T22:40:35  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:40:35  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20250601T143749_N0511_R096_T21PTT_20250601T161523
+2026-03-26T22:40:35  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:42:41  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:42:41  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:43:34  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 3230797/3599808 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:43:35  clouds_decoded.project               INFO        [cloud_mask] Completed in 54.6s
+2026-03-26T22:43:38  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:44:14  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 38.5 seconds
+2026-03-26T22:44:41  clouds_decoded.project               INFO        [cloud_height] Completed in 66.0s
+2026-03-26T22:44:43  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 4.0%
+2026-03-26T22:44:43  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 4.0% < threshold 5%. Running fallback.
+2026-03-26T22:44:43  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T22:44:43  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T22:44:43  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T22:44:43  clouds_decoded.project               INFO        [albedo] Completed in 1.8s
+2026-03-26T22:44:43  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:45:17  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:45:17  clouds_decoded.project               INFO        [refocus] Completed in 33.6s
+2026-03-26T22:45:17  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:45:17  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:45:17  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:45:18  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:45:20  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.4s
diff --git a/logs/S2B_MSIL1C_20250624T213929_N0511_R143_T02KNG_20250624T231253/pipeline.log b/logs/S2B_MSIL1C_20250624T213929_N0511_R143_T02KNG_20250624T231253/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..be3cad37dabf1519d4c5e14cca2e4cb3d51f755f
--- /dev/null
+++ b/logs/S2B_MSIL1C_20250624T213929_N0511_R143_T02KNG_20250624T231253/pipeline.log
@@ -0,0 +1,36 @@
+
+--- Run started 2026-03-26T17:41:51.781241 ---
+2026-03-26T17:41:51  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:41:51  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20250624T213929_N0511_R143_T02KNG_20250624T231253
+2026-03-26T17:41:51  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:45:15  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:45:16  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:46:44  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1781594/1781594 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:46:57  clouds_decoded.project               INFO        [cloud_mask] Completed in 101.9s
+2026-03-26T17:48:14  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:48:49  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 40.5 seconds
+2026-03-26T17:49:00  clouds_decoded.project               INFO        [cloud_height] Completed in 51.5s
+2026-03-26T17:51:04  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T17:51:04  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T17:51:04  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T17:51:18  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T17:51:18  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T17:51:24  clouds_decoded.project               INFO        [albedo] Completed in 23.8s
+
+--- Run started 2026-03-26T18:01:17.628992 ---
+2026-03-26T18:01:17  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:01:17  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20250624T213929_N0511_R143_T02KNG_20250624T231253
+2026-03-26T18:01:17  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:01:17  clouds_decoded.project               INFO        [cloud_mask] Skipping (already complete, config unchanged)
+2026-03-26T18:01:17  clouds_decoded.project               INFO        [cloud_height] Skipping (already complete, config unchanged)
+2026-03-26T18:01:17  clouds_decoded.project               INFO        [albedo] Skipping (already complete, config unchanged)
+2026-03-26T18:01:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:01:38  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:01:38  clouds_decoded.project               INFO        [refocus] Completed in 15.7s
+2026-03-26T18:01:38  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:01:38  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:01:39  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:01:40  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:01:42  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.5s
diff --git a/logs/S2B_MSIL1C_20250727T011659_N0511_R031_T54SVC_20250727T025556/pipeline.log b/logs/S2B_MSIL1C_20250727T011659_N0511_R031_T54SVC_20250727T025556/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..eae8f98014b3a6954f7f472309ca56a96fd08a39
--- /dev/null
+++ b/logs/S2B_MSIL1C_20250727T011659_N0511_R031_T54SVC_20250727T025556/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T16:20:40.965773 ---
+2026-03-27T16:20:40  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:20:40  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20250727T011659_N0511_R031_T54SVC_20250727T025556
+2026-03-27T16:20:40  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:22:40  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:22:44  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:23:27  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 458489/1145306 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:23:28  clouds_decoded.project               INFO        [cloud_mask] Completed in 48.3s
+2026-03-27T16:23:30  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:23:30  clouds_decoded.sliding_window        INFO      Sliding window: skipping 201/484 windows (no True pixels in skip_mask)
+2026-03-27T16:23:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 15.7 seconds
+2026-03-27T16:23:47  clouds_decoded.project               INFO        [cloud_height] Completed in 18.9s
+2026-03-27T16:23:49  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 87.9%
+2026-03-27T16:23:52  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T16:23:55  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T16:23:55  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T16:23:55  clouds_decoded.project               INFO        [albedo] Completed in 7.9s
+2026-03-27T16:23:55  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:24:19  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:24:19  clouds_decoded.project               INFO        [refocus] Completed in 23.7s
+2026-03-27T16:24:19  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:24:19  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:24:19  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:24:21  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:24:22  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.1s
diff --git a/logs/S2B_MSIL1C_20250820T143749_N0511_R096_T21PTT_20250820T175521/pipeline.log b/logs/S2B_MSIL1C_20250820T143749_N0511_R096_T21PTT_20250820T175521/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..681c731587aa74560c91a2760aaf6bb75e5ba563
--- /dev/null
+++ b/logs/S2B_MSIL1C_20250820T143749_N0511_R096_T21PTT_20250820T175521/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:41:58.122852 ---
+2026-03-26T22:41:58  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:41:58  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20250820T143749_N0511_R096_T21PTT_20250820T175521
+2026-03-26T22:41:58  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:44:43  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:44:46  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:45:17  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 996071/3288824 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:45:18  clouds_decoded.project               INFO        [cloud_mask] Completed in 34.4s
+2026-03-26T22:45:22  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:45:22  clouds_decoded.sliding_window        INFO      Sliding window: skipping 25/484 windows (no True pixels in skip_mask)
+2026-03-26T22:46:00  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 39.9 seconds
+2026-03-26T22:46:27  clouds_decoded.project               INFO        [cloud_height] Completed in 67.3s
+2026-03-26T22:46:28  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 80.6%
+2026-03-26T22:46:32  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:46:35  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:46:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:46:36  clouds_decoded.project               INFO        [albedo] Completed in 9.1s
+2026-03-26T22:46:36  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:47:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:47:48  clouds_decoded.project               INFO        [refocus] Completed in 71.5s
+2026-03-26T22:47:48  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:47:48  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:47:50  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:48:10  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:48:11  clouds_decoded.project               INFO        [cloud_properties] Completed in 23.1s
diff --git a/logs/S2B_MSIL1C_20251118T143739_N0511_R096_T21PTT_20251118T161432/pipeline.log b/logs/S2B_MSIL1C_20251118T143739_N0511_R096_T21PTT_20251118T161432/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..060a18c63252f4d67c5dde68203e98a24ff2cc57
--- /dev/null
+++ b/logs/S2B_MSIL1C_20251118T143739_N0511_R096_T21PTT_20251118T161432/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:44:43.974583 ---
+2026-03-26T22:44:43  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:44:43  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20251118T143739_N0511_R096_T21PTT_20251118T161432
+2026-03-26T22:44:43  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:47:41  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:47:42  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:48:31  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 4573995/4612415 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:48:32  clouds_decoded.project               INFO        [cloud_mask] Completed in 51.0s
+2026-03-26T22:48:35  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:49:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 38.5 seconds
+2026-03-26T22:49:31  clouds_decoded.project               INFO        [cloud_height] Completed in 59.1s
+2026-03-26T22:49:33  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T22:49:33  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T22:49:33  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T22:49:33  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T22:49:33  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T22:49:33  clouds_decoded.project               INFO        [albedo] Completed in 1.8s
+2026-03-26T22:49:33  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:49:59  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:49:59  clouds_decoded.project               INFO        [refocus] Completed in 25.8s
+2026-03-26T22:49:59  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:49:59  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:49:59  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:50:01  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:50:03  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.6s
diff --git a/logs/S2B_MSIL1C_20251224T011949_N0511_R031_T54SVC_20251224T022928/pipeline.log b/logs/S2B_MSIL1C_20251224T011949_N0511_R031_T54SVC_20251224T022928/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1489599e45bad3f3d32914364298033b34ab11f0
--- /dev/null
+++ b/logs/S2B_MSIL1C_20251224T011949_N0511_R031_T54SVC_20251224T022928/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T16:23:57.516056 ---
+2026-03-27T16:23:57  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:23:57  clouds_decoded.project               INFO      Scene: S2B_MSIL1C_20251224T011949_N0511_R031_T54SVC_20251224T022928
+2026-03-27T16:23:57  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:25:28  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:25:29  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:26:11  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2610213/2615894 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:26:12  clouds_decoded.project               INFO        [cloud_mask] Completed in 44.0s
+2026-03-27T16:26:15  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:26:34  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 21.3 seconds
+2026-03-27T16:26:36  clouds_decoded.project               INFO        [cloud_height] Completed in 24.1s
+2026-03-27T16:26:38  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-27T16:26:38  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-27T16:26:38  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T16:26:38  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T16:26:38  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T16:26:38  clouds_decoded.project               INFO        [albedo] Completed in 1.6s
+2026-03-27T16:26:38  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:27:17  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:27:17  clouds_decoded.project               INFO        [refocus] Completed in 39.1s
+2026-03-27T16:27:17  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:27:17  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:27:18  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:27:19  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:27:20  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.2s
diff --git a/logs/S2C_MSIL1C_20250201T183631_N0511_R027_T11RLP_20250201T201331/pipeline.log b/logs/S2C_MSIL1C_20250201T183631_N0511_R027_T11RLP_20250201T201331/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..6452e4032de1d7a9e1f71b14b8d56b23b9538a35
--- /dev/null
+++ b/logs/S2C_MSIL1C_20250201T183631_N0511_R027_T11RLP_20250201T201331/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:27:21.593744 ---
+2026-03-26T19:27:21  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:27:21  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250201T183631_N0511_R027_T11RLP_20250201T201331
+2026-03-26T19:27:21  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:29:52  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:29:52  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:30:26  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2856373/3944479 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:30:28  clouds_decoded.project               INFO        [cloud_mask] Completed in 35.9s
+2026-03-26T19:30:35  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:30:35  clouds_decoded.sliding_window        INFO      Sliding window: skipping 5/484 windows (no True pixels in skip_mask)
+2026-03-26T19:31:06  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 38.5 seconds
+2026-03-26T19:31:55  clouds_decoded.project               INFO        [cloud_height] Completed in 87.1s
+2026-03-26T19:31:56  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 30.8%
+2026-03-26T19:32:00  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:32:02  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:32:02  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:32:03  clouds_decoded.project               INFO        [albedo] Completed in 7.7s
+2026-03-26T19:32:03  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:33:14  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:33:14  clouds_decoded.project               INFO        [refocus] Completed in 70.8s
+2026-03-26T19:33:14  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:33:14  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:33:15  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:33:33  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:33:34  clouds_decoded.project               INFO        [cloud_properties] Completed in 20.3s
diff --git a/logs/S2C_MSIL1C_20250216T143811_N0511_R096_T21PTT_20250216T151617/pipeline.log b/logs/S2C_MSIL1C_20250216T143811_N0511_R096_T21PTT_20250216T151617/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..be0236efd4ab70e4fcbdc079bf0b90985447997d
--- /dev/null
+++ b/logs/S2C_MSIL1C_20250216T143811_N0511_R096_T21PTT_20250216T151617/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:37:06.174921 ---
+2026-03-26T22:37:06  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:37:06  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250216T143811_N0511_R096_T21PTT_20250216T151617
+2026-03-26T22:37:06  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:39:17  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:39:18  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:40:34  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 461335/1338492 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:40:35  clouds_decoded.project               INFO        [cloud_mask] Completed in 77.7s
+2026-03-26T22:40:38  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:40:38  clouds_decoded.sliding_window        INFO      Sliding window: skipping 198/484 windows (no True pixels in skip_mask)
+2026-03-26T22:40:53  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 18.1 seconds
+2026-03-26T22:41:13  clouds_decoded.project               INFO        [cloud_height] Completed in 38.3s
+2026-03-26T22:41:15  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 92.7%
+2026-03-26T22:41:18  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:41:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:41:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:41:22  clouds_decoded.project               INFO        [albedo] Completed in 8.2s
+2026-03-26T22:41:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:42:04  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:42:04  clouds_decoded.project               INFO        [refocus] Completed in 42.6s
+2026-03-26T22:42:04  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:42:05  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:42:06  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:42:24  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:42:25  clouds_decoded.project               INFO        [cloud_properties] Completed in 20.5s
diff --git a/logs/S2C_MSIL1C_20250314T011721_N0511_R031_T54SVC_20250314T031225/pipeline.log b/logs/S2C_MSIL1C_20250314T011721_N0511_R031_T54SVC_20250314T031225/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..ead792319d4141d58459f4ee11a1a27dcc192837
--- /dev/null
+++ b/logs/S2C_MSIL1C_20250314T011721_N0511_R031_T54SVC_20250314T031225/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T16:16:25.099024 ---
+2026-03-27T16:16:25  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:16:25  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250314T011721_N0511_R031_T54SVC_20250314T031225
+2026-03-27T16:16:25  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:19:59  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:19:59  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:20:40  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 5392585/5672621 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:20:40  clouds_decoded.project               INFO        [cloud_mask] Completed in 41.8s
+2026-03-27T16:20:43  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:21:10  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 30.0 seconds
+2026-03-27T16:21:20  clouds_decoded.project               INFO        [cloud_height] Completed in 39.3s
+2026-03-27T16:21:22  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 2.6%
+2026-03-27T16:21:22  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 2.6% < threshold 5%. Running fallback.
+2026-03-27T16:21:22  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-27T16:21:22  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-27T16:21:22  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-27T16:21:22  clouds_decoded.project               INFO        [albedo] Completed in 2.3s
+2026-03-27T16:21:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:22:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:22:37  clouds_decoded.project               INFO        [refocus] Completed in 74.3s
+2026-03-27T16:22:37  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:22:37  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:22:37  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:22:40  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:22:41  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.7s
diff --git a/logs/S2C_MSIL1C_20250420T213951_N0511_R143_T02KNG_20250420T231402/pipeline.log b/logs/S2C_MSIL1C_20250420T213951_N0511_R143_T02KNG_20250420T231402/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..5e5e3c7de0b87a495d5acfa547b1308c46d6ed08
--- /dev/null
+++ b/logs/S2C_MSIL1C_20250420T213951_N0511_R143_T02KNG_20250420T231402/pipeline.log
@@ -0,0 +1,44 @@
+
+--- Run started 2026-03-26T17:38:57.941230 ---
+2026-03-26T17:38:57  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:38:57  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250420T213951_N0511_R143_T02KNG_20250420T231402
+2026-03-26T17:38:57  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:42:42  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:42:42  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:43:49  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2420763/3248409 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:43:53  clouds_decoded.project               INFO        [cloud_mask] Completed in 71.7s
+2026-03-26T17:45:15  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:45:15  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T17:45:47  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 57.1 seconds
+2026-03-26T17:45:51  clouds_decoded.project               INFO        [cloud_height] Completed in 61.0s
+2026-03-26T17:47:18  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 30.2%
+2026-03-26T17:47:41  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:47:55  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:47:55  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:48:02  clouds_decoded.project               INFO        [albedo] Completed in 52.6s
+2026-03-26T17:53:59  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:00:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:00:22  clouds_decoded.project               INFO        [refocus] Completed in 383.1s
+2026-03-26T18:00:22  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:00:23  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:00:23  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+
+--- Run started 2026-03-26T18:01:10.464677 ---
+2026-03-26T18:01:10  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:01:10  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250420T213951_N0511_R143_T02KNG_20250420T231402
+2026-03-26T18:01:10  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:01:10  clouds_decoded.project               INFO        [cloud_mask] Skipping (already complete, config unchanged)
+2026-03-26T18:01:10  clouds_decoded.project               INFO        [cloud_height] Skipping (already complete, config unchanged)
+2026-03-26T18:01:10  clouds_decoded.project               INFO        [albedo] Skipping (already complete, config unchanged)
+2026-03-26T18:01:10  clouds_decoded.project               INFO        [refocus] Skipping (already complete, config unchanged)
+2026-03-26T18:01:10  clouds_decoded.project               INFO        [refocus] Re-running (in-memory result not persisted to disk)
+2026-03-26T18:01:13  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:01:30  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:01:30  clouds_decoded.project               INFO        [refocus] Completed in 16.5s
+2026-03-26T18:01:30  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:01:30  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:01:31  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:01:33  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:01:34  clouds_decoded.project               INFO        [cloud_properties] Completed in 4.3s
diff --git a/logs/S2C_MSIL1C_20250422T182941_N0511_R027_T11RLP_20250422T221340/pipeline.log b/logs/S2C_MSIL1C_20250422T182941_N0511_R027_T11RLP_20250422T221340/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..015e083dbc1588aca4c76152acdbbdaac966bd3e
--- /dev/null
+++ b/logs/S2C_MSIL1C_20250422T182941_N0511_R027_T11RLP_20250422T221340/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:28:53.468854 ---
+2026-03-26T19:28:53  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:28:53  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250422T182941_N0511_R027_T11RLP_20250422T221340
+2026-03-26T19:28:53  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:31:58  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:31:58  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:33:06  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1396712/1431275 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:33:07  clouds_decoded.project               INFO        [cloud_mask] Completed in 69.4s
+2026-03-26T19:33:11  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:33:11  clouds_decoded.sliding_window        INFO      Sliding window: skipping 3/484 windows (no True pixels in skip_mask)
+2026-03-26T19:33:35  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 27.4 seconds
+2026-03-26T19:33:47  clouds_decoded.project               INFO        [cloud_height] Completed in 39.3s
+2026-03-26T19:33:48  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 7.5%
+2026-03-26T19:33:51  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:33:53  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:33:54  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:33:54  clouds_decoded.project               INFO        [albedo] Completed in 7.6s
+2026-03-26T19:33:54  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:34:37  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:34:37  clouds_decoded.project               INFO        [refocus] Completed in 43.2s
+2026-03-26T19:34:38  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:34:38  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:34:39  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:34:57  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:35:00  clouds_decoded.project               INFO        [cloud_properties] Completed in 22.3s
diff --git a/logs/S2C_MSIL1C_20250427T143811_N0511_R096_T21PTT_20250427T175747/pipeline.log b/logs/S2C_MSIL1C_20250427T143811_N0511_R096_T21PTT_20250427T175747/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..9bffccd8aa7ab24c0f00d00fe561509f04904a50
--- /dev/null
+++ b/logs/S2C_MSIL1C_20250427T143811_N0511_R096_T21PTT_20250427T175747/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T22:38:37.028971 ---
+2026-03-26T22:38:37  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:38:37  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250427T143811_N0511_R096_T21PTT_20250427T175747
+2026-03-26T22:38:37  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:41:16  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:41:17  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:41:56  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1557395/4518896 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:41:58  clouds_decoded.project               INFO        [cloud_mask] Completed in 41.5s
+2026-03-26T22:42:01  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:42:25  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 27.3 seconds
+2026-03-26T22:42:38  clouds_decoded.project               INFO        [cloud_height] Completed in 40.3s
+2026-03-26T22:42:39  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 70.2%
+2026-03-26T22:42:43  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:42:45  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:42:45  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:42:46  clouds_decoded.project               INFO        [albedo] Completed in 7.7s
+2026-03-26T22:42:46  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:43:43  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:43:43  clouds_decoded.project               INFO        [refocus] Completed in 57.3s
+2026-03-26T22:43:43  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:43:43  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:43:45  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:44:13  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:44:14  clouds_decoded.project               INFO        [cloud_properties] Completed in 30.4s
diff --git a/logs/S2C_MSIL1C_20250502T182941_N0511_R027_T11RLP_20250502T220607/pipeline.log b/logs/S2C_MSIL1C_20250502T182941_N0511_R027_T11RLP_20250502T220607/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..6a52297bceb973fac98b352eb3c948de6545bbc8
--- /dev/null
+++ b/logs/S2C_MSIL1C_20250502T182941_N0511_R027_T11RLP_20250502T220607/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:29:52.545112 ---
+2026-03-26T19:29:52  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:29:52  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250502T182941_N0511_R027_T11RLP_20250502T220607
+2026-03-26T19:29:52  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:33:07  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:33:08  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:33:48  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1465008/1473901 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:33:49  clouds_decoded.project               INFO        [cloud_mask] Completed in 41.7s
+2026-03-26T19:33:52  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:34:20  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 30.9 seconds
+2026-03-26T19:34:28  clouds_decoded.project               INFO        [cloud_height] Completed in 39.0s
+2026-03-26T19:34:29  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 6.1%
+2026-03-26T19:34:33  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:34:35  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:34:36  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:34:36  clouds_decoded.project               INFO        [albedo] Completed in 8.2s
+2026-03-26T19:34:36  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:35:12  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:35:12  clouds_decoded.project               INFO        [refocus] Completed in 36.3s
+2026-03-26T19:35:13  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:35:13  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:35:14  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:35:30  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:35:33  clouds_decoded.project               INFO        [cloud_properties] Completed in 20.0s
diff --git a/logs/S2C_MSIL1C_20250520T213941_N0511_R143_T02KNG_20250520T230355/pipeline.log b/logs/S2C_MSIL1C_20250520T213941_N0511_R143_T02KNG_20250520T230355/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..a07019bf664618c57506ca5b8dcb1f4f70a4e257
--- /dev/null
+++ b/logs/S2C_MSIL1C_20250520T213941_N0511_R143_T02KNG_20250520T230355/pipeline.log
@@ -0,0 +1,36 @@
+
+--- Run started 2026-03-26T17:40:29.521982 ---
+2026-03-26T17:40:29  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:40:29  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250520T213941_N0511_R143_T02KNG_20250520T230355
+2026-03-26T17:40:29  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:43:53  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:43:54  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:45:10  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2452746/5840685 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:45:15  clouds_decoded.project               INFO        [cloud_mask] Completed in 81.5s
+2026-03-26T17:47:01  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:47:54  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 123.0 seconds
+2026-03-26T17:48:08  clouds_decoded.project               INFO        [cloud_height] Completed in 136.8s
+2026-03-26T17:48:56  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 62.4%
+2026-03-26T17:49:10  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:49:16  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:49:16  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:49:17  clouds_decoded.project               INFO        [albedo] Completed in 27.6s
+2026-03-26T18:00:22  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+
+--- Run started 2026-03-26T18:01:13.983460 ---
+2026-03-26T18:01:13  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:01:13  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250520T213941_N0511_R143_T02KNG_20250520T230355
+2026-03-26T18:01:13  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:01:13  clouds_decoded.project               INFO        [cloud_mask] Skipping (already complete, config unchanged)
+2026-03-26T18:01:13  clouds_decoded.project               INFO        [cloud_height] Skipping (already complete, config unchanged)
+2026-03-26T18:01:13  clouds_decoded.project               INFO        [albedo] Skipping (already complete, config unchanged)
+2026-03-26T18:01:17  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:01:34  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:01:34  clouds_decoded.project               INFO        [refocus] Completed in 16.6s
+2026-03-26T18:01:35  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:01:35  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:01:35  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:01:37  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:01:38  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.1s
diff --git a/logs/S2C_MSIL1C_20250611T182941_N0511_R027_T11RLP_20250611T231951/pipeline.log b/logs/S2C_MSIL1C_20250611T182941_N0511_R027_T11RLP_20250611T231951/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..0c3b6cf195dc363c19e47e7b13880a21eacdefcb
--- /dev/null
+++ b/logs/S2C_MSIL1C_20250611T182941_N0511_R027_T11RLP_20250611T231951/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:30:28.485580 ---
+2026-03-26T19:30:28  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:30:28  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250611T182941_N0511_R027_T11RLP_20250611T231951
+2026-03-26T19:30:28  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:33:49  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:33:49  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:34:29  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1278028/1278230 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:34:30  clouds_decoded.project               INFO        [cloud_mask] Completed in 41.1s
+2026-03-26T19:34:33  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:34:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 27.0 seconds
+2026-03-26T19:35:01  clouds_decoded.project               INFO        [cloud_height] Completed in 30.7s
+2026-03-26T19:35:06  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T19:35:06  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T19:35:06  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T19:35:06  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T19:35:06  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T19:35:06  clouds_decoded.project               INFO        [albedo] Completed in 5.4s
+2026-03-26T19:35:06  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:35:44  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:35:44  clouds_decoded.project               INFO        [refocus] Completed in 38.1s
+2026-03-26T19:35:44  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:35:44  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:35:45  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:35:48  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:35:50  clouds_decoded.project               INFO        [cloud_properties] Completed in 5.9s
diff --git a/logs/S2C_MSIL1C_20250709T213951_N0511_R143_T02KNG_20250709T230657/pipeline.log b/logs/S2C_MSIL1C_20250709T213951_N0511_R143_T02KNG_20250709T230657/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..7c2682a2a7c34751e821164d52f548b68bd1e125
--- /dev/null
+++ b/logs/S2C_MSIL1C_20250709T213951_N0511_R143_T02KNG_20250709T230657/pipeline.log
@@ -0,0 +1,36 @@
+
+--- Run started 2026-03-26T17:42:42.174439 ---
+2026-03-26T17:42:42  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:42:42  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250709T213951_N0511_R143_T02KNG_20250709T230657
+2026-03-26T17:42:42  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:46:57  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:46:59  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:48:13  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1489989/3858332 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:48:14  clouds_decoded.project               INFO        [cloud_mask] Completed in 77.3s
+2026-03-26T17:49:16  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:49:16  clouds_decoded.sliding_window        INFO      Sliding window: skipping 71/484 windows (no True pixels in skip_mask)
+2026-03-26T17:49:54  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 54.3 seconds
+2026-03-26T17:50:44  clouds_decoded.project               INFO        [cloud_height] Completed in 103.8s
+2026-03-26T17:54:07  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 74.9%
+2026-03-26T17:54:48  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T17:54:56  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T17:54:57  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T17:54:57  clouds_decoded.project               INFO        [albedo] Completed in 57.5s
+
+--- Run started 2026-03-26T18:01:22.984937 ---
+2026-03-26T18:01:22  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:01:22  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250709T213951_N0511_R143_T02KNG_20250709T230657
+2026-03-26T18:01:22  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:01:22  clouds_decoded.project               INFO        [cloud_mask] Skipping (already complete, config unchanged)
+2026-03-26T18:01:22  clouds_decoded.project               INFO        [cloud_height] Skipping (already complete, config unchanged)
+2026-03-26T18:01:22  clouds_decoded.project               INFO        [albedo] Skipping (already complete, config unchanged)
+2026-03-26T18:01:30  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:01:46  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:01:46  clouds_decoded.project               INFO        [refocus] Completed in 16.1s
+2026-03-26T18:01:46  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:01:46  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:01:47  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:01:48  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:01:49  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.2s
diff --git a/logs/S2C_MSIL1C_20250711T182941_N0511_R027_T11RLP_20250711T220933/pipeline.log b/logs/S2C_MSIL1C_20250711T182941_N0511_R027_T11RLP_20250711T220933/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..0005acdf6abeaaf60537ddc8e0e2549ba03d6a23
--- /dev/null
+++ b/logs/S2C_MSIL1C_20250711T182941_N0511_R027_T11RLP_20250711T220933/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:31:58.336565 ---
+2026-03-26T19:31:58  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:31:58  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250711T182941_N0511_R027_T11RLP_20250711T220933
+2026-03-26T19:31:58  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:34:30  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:34:30  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:35:07  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1681125/1681160 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:35:09  clouds_decoded.project               INFO        [cloud_mask] Completed in 39.1s
+2026-03-26T19:35:12  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:35:41  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 32.1 seconds
+2026-03-26T19:35:44  clouds_decoded.project               INFO        [cloud_height] Completed in 35.2s
+2026-03-26T19:35:47  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.0%
+2026-03-26T19:35:47  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.0% < threshold 5%. Running fallback.
+2026-03-26T19:35:47  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T19:35:47  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T19:35:47  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T19:35:47  clouds_decoded.project               INFO        [albedo] Completed in 2.7s
+2026-03-26T19:35:47  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:36:57  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:36:57  clouds_decoded.project               INFO        [refocus] Completed in 70.0s
+2026-03-26T19:36:57  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:36:57  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:36:59  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:37:13  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:37:15  clouds_decoded.project               INFO        [cloud_properties] Completed in 18.3s
diff --git a/logs/S2C_MSIL1C_20250818T213951_N0511_R143_T02KNG_20250819T010940/pipeline.log b/logs/S2C_MSIL1C_20250818T213951_N0511_R143_T02KNG_20250819T010940/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..8a609ae37080f005ae1c71878539d89141cc75df
--- /dev/null
+++ b/logs/S2C_MSIL1C_20250818T213951_N0511_R143_T02KNG_20250819T010940/pipeline.log
@@ -0,0 +1,36 @@
+
+--- Run started 2026-03-26T17:43:53.916806 ---
+2026-03-26T17:43:53  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:43:53  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250818T213951_N0511_R143_T02KNG_20250819T010940
+2026-03-26T17:43:53  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:48:14  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:48:15  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:49:11  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1911186/2437387 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:49:15  clouds_decoded.project               INFO        [cloud_mask] Completed in 60.6s
+2026-03-26T17:50:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:50:57  clouds_decoded.sliding_window        INFO      Sliding window: skipping 5/484 windows (no True pixels in skip_mask)
+2026-03-26T17:51:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 46.6 seconds
+2026-03-26T17:51:34  clouds_decoded.project               INFO        [cloud_height] Completed in 49.7s
+2026-03-26T18:00:24  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 30.9%
+
+--- Run started 2026-03-26T18:01:27.956630 ---
+2026-03-26T18:01:27  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:01:27  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250818T213951_N0511_R143_T02KNG_20250819T010940
+2026-03-26T18:01:27  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:01:27  clouds_decoded.project               INFO        [cloud_mask] Skipping (already complete, config unchanged)
+2026-03-26T18:01:27  clouds_decoded.project               INFO        [cloud_height] Skipping (already complete, config unchanged)
+2026-03-26T18:01:34  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 30.9%
+2026-03-26T18:01:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:01:39  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:01:39  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:01:40  clouds_decoded.project               INFO        [albedo] Completed in 7.6s
+2026-03-26T18:01:40  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:01:56  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:01:56  clouds_decoded.project               INFO        [refocus] Completed in 16.8s
+2026-03-26T18:01:56  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:01:56  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:01:57  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:02:01  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:02:03  clouds_decoded.project               INFO        [cloud_properties] Completed in 6.1s
diff --git a/logs/S2C_MSIL1C_20250821T011711_N0511_R031_T54SVC_20250821T030956/pipeline.log b/logs/S2C_MSIL1C_20250821T011711_N0511_R031_T54SVC_20250821T030956/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..640209900f9e0106890115449f9dbad7017d9917
--- /dev/null
+++ b/logs/S2C_MSIL1C_20250821T011711_N0511_R031_T54SVC_20250821T030956/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-27T16:21:20.696173 ---
+2026-03-27T16:21:20  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:21:20  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250821T011711_N0511_R031_T54SVC_20250821T030956
+2026-03-27T16:21:20  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:23:28  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:23:28  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:23:56  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 490821/1006620 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:23:57  clouds_decoded.project               INFO        [cloud_mask] Completed in 28.9s
+2026-03-27T16:24:00  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:24:00  clouds_decoded.sliding_window        INFO      Sliding window: skipping 200/484 windows (no True pixels in skip_mask)
+2026-03-27T16:24:12  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 15.0 seconds
+2026-03-27T16:24:16  clouds_decoded.project               INFO        [cloud_height] Completed in 18.9s
+2026-03-27T16:24:18  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 86.2%
+2026-03-27T16:24:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T16:24:23  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T16:24:23  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T16:24:23  clouds_decoded.project               INFO        [albedo] Completed in 7.1s
+2026-03-27T16:24:23  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:24:49  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:24:49  clouds_decoded.project               INFO        [refocus] Completed in 25.8s
+2026-03-27T16:24:49  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:24:49  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:24:49  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:24:52  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:24:52  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.2s
diff --git a/logs/S2C_MSIL1C_20250830T182941_N0511_R027_T11RLP_20250830T220933/pipeline.log b/logs/S2C_MSIL1C_20250830T182941_N0511_R027_T11RLP_20250830T220933/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..e05beca6c11b6958af932f04de24d935e9f23989
--- /dev/null
+++ b/logs/S2C_MSIL1C_20250830T182941_N0511_R027_T11RLP_20250830T220933/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:33:07.733925 ---
+2026-03-26T19:33:07  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:33:07  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250830T182941_N0511_R027_T11RLP_20250830T220933
+2026-03-26T19:33:07  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:35:09  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:35:10  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:35:43  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1351207/1853331 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:35:44  clouds_decoded.project               INFO        [cloud_mask] Completed in 35.0s
+2026-03-26T19:35:47  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:35:47  clouds_decoded.sliding_window        INFO      Sliding window: skipping 2/484 windows (no True pixels in skip_mask)
+2026-03-26T19:36:27  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 42.6 seconds
+2026-03-26T19:36:46  clouds_decoded.project               INFO        [cloud_height] Completed in 61.6s
+2026-03-26T19:36:47  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 64.9%
+2026-03-26T19:36:50  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:36:53  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:36:54  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:36:54  clouds_decoded.project               INFO        [albedo] Completed in 7.9s
+2026-03-26T19:36:54  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:37:25  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:37:25  clouds_decoded.project               INFO        [refocus] Completed in 30.6s
+2026-03-26T19:37:25  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:37:25  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:37:25  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:37:31  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:37:31  clouds_decoded.project               INFO        [cloud_properties] Completed in 6.7s
diff --git a/logs/S2C_MSIL1C_20250907T213941_N0511_R143_T02KNG_20250907T230658/pipeline.log b/logs/S2C_MSIL1C_20250907T213941_N0511_R143_T02KNG_20250907T230658/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..87af003315eea218cfc068fe96e67ac648f580c8
--- /dev/null
+++ b/logs/S2C_MSIL1C_20250907T213941_N0511_R143_T02KNG_20250907T230658/pipeline.log
@@ -0,0 +1,35 @@
+
+--- Run started 2026-03-26T17:45:15.413056 ---
+2026-03-26T17:45:15  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:45:15  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250907T213941_N0511_R143_T02KNG_20250907T230658
+2026-03-26T17:45:15  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:49:15  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:49:15  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:50:55  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1835185/3719991 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:50:56  clouds_decoded.project               INFO        [cloud_mask] Completed in 101.5s
+2026-03-26T17:53:21  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:53:21  clouds_decoded.sliding_window        INFO      Sliding window: skipping 6/484 windows (no True pixels in skip_mask)
+2026-03-26T17:53:51  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 137.0 seconds
+2026-03-26T17:53:58  clouds_decoded.project               INFO        [cloud_height] Completed in 144.3s
+
+--- Run started 2026-03-26T18:01:32.394126 ---
+2026-03-26T18:01:32  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:01:32  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250907T213941_N0511_R143_T02KNG_20250907T230658
+2026-03-26T18:01:32  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:01:32  clouds_decoded.project               INFO        [cloud_mask] Skipping (already complete, config unchanged)
+2026-03-26T18:01:32  clouds_decoded.project               INFO        [cloud_height] Skipping (already complete, config unchanged)
+2026-03-26T18:01:41  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 53.0%
+2026-03-26T18:01:45  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T18:01:47  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T18:01:47  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T18:01:48  clouds_decoded.project               INFO        [albedo] Completed in 8.1s
+2026-03-26T18:01:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:02:07  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:02:07  clouds_decoded.project               INFO        [refocus] Completed in 19.5s
+2026-03-26T18:02:07  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:02:07  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:02:08  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:02:14  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:02:16  clouds_decoded.project               INFO        [cloud_properties] Completed in 8.4s
diff --git a/logs/S2C_MSIL1C_20250909T182941_N0511_R027_T11RLP_20250909T203135/pipeline.log b/logs/S2C_MSIL1C_20250909T182941_N0511_R027_T11RLP_20250909T203135/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..7677b6f54ffb03afeaa2695016b5a5b3f24f8afc
--- /dev/null
+++ b/logs/S2C_MSIL1C_20250909T182941_N0511_R027_T11RLP_20250909T203135/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-26T19:33:49.403261 ---
+2026-03-26T19:33:49  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:33:49  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20250909T182941_N0511_R027_T11RLP_20250909T203135
+2026-03-26T19:33:49  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:35:44  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:35:45  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:36:47  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 705483/709490 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:36:48  clouds_decoded.project               INFO        [cloud_mask] Completed in 64.2s
+2026-03-26T19:36:53  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:37:17  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 29.0 seconds
+2026-03-26T19:37:21  clouds_decoded.project               INFO        [cloud_height] Completed in 32.3s
+2026-03-26T19:37:22  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 20.3%
+2026-03-26T19:37:25  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:37:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:37:28  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:37:28  clouds_decoded.project               INFO        [albedo] Completed in 7.6s
+2026-03-26T19:37:28  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:38:31  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:38:31  clouds_decoded.project               INFO        [refocus] Completed in 62.6s
+2026-03-26T19:38:31  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:38:31  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:38:32  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:38:36  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:38:38  clouds_decoded.project               INFO        [cloud_properties] Completed in 7.1s
diff --git a/logs/S2C_MSIL1C_20251004T143801_N0511_R096_T21PTT_20251004T161851/pipeline.log b/logs/S2C_MSIL1C_20251004T143801_N0511_R096_T21PTT_20251004T161851/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..4b69b74b4a025498645b3b1676e0450a263b72fe
--- /dev/null
+++ b/logs/S2C_MSIL1C_20251004T143801_N0511_R096_T21PTT_20251004T161851/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:43:35.608626 ---
+2026-03-26T22:43:35  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:43:35  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20251004T143801_N0511_R096_T21PTT_20251004T161851
+2026-03-26T22:43:35  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:46:29  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:46:30  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:47:40  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 450123/1457584 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:47:41  clouds_decoded.project               INFO        [cloud_mask] Completed in 71.5s
+2026-03-26T22:47:44  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:47:44  clouds_decoded.sliding_window        INFO      Sliding window: skipping 13/484 windows (no True pixels in skip_mask)
+2026-03-26T22:48:11  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 30.1 seconds
+2026-03-26T22:48:29  clouds_decoded.project               INFO        [cloud_height] Completed in 48.4s
+2026-03-26T22:48:31  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 82.6%
+2026-03-26T22:48:34  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:48:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:48:37  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:48:38  clouds_decoded.project               INFO        [albedo] Completed in 8.2s
+2026-03-26T22:48:38  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:49:41  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:49:41  clouds_decoded.project               INFO        [refocus] Completed in 63.6s
+2026-03-26T22:49:41  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:49:41  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:49:42  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:49:53  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:49:55  clouds_decoded.project               INFO        [cloud_properties] Completed in 13.5s
diff --git a/logs/S2C_MSIL1C_20251007T213941_N0511_R143_T02KNG_20251007T224356/pipeline.log b/logs/S2C_MSIL1C_20251007T213941_N0511_R143_T02KNG_20251007T224356/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..9e45726a9ca54e788040ca4ec1a9d9aa510b0069
--- /dev/null
+++ b/logs/S2C_MSIL1C_20251007T213941_N0511_R143_T02KNG_20251007T224356/pipeline.log
@@ -0,0 +1,36 @@
+
+--- Run started 2026-03-26T17:46:57.322521 ---
+2026-03-26T17:46:57  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T17:46:57  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20251007T213941_N0511_R143_T02KNG_20251007T224356
+2026-03-26T17:46:57  clouds_decoded.project               INFO      ============================================================
+2026-03-26T17:50:56  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T17:50:57  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T17:51:33  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2410207/2413739 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T17:51:42  clouds_decoded.project               INFO        [cloud_mask] Completed in 46.2s
+2026-03-26T17:54:07  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T17:54:46  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 47.1 seconds
+2026-03-26T17:54:56  clouds_decoded.project               INFO        [cloud_height] Completed in 56.7s
+
+--- Run started 2026-03-26T18:01:37.344589 ---
+2026-03-26T18:01:37  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T18:01:37  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20251007T213941_N0511_R143_T02KNG_20251007T224356
+2026-03-26T18:01:37  clouds_decoded.project               INFO      ============================================================
+2026-03-26T18:01:37  clouds_decoded.project               INFO        [cloud_mask] Skipping (already complete, config unchanged)
+2026-03-26T18:01:37  clouds_decoded.project               INFO        [cloud_height] Skipping (already complete, config unchanged)
+2026-03-26T18:01:49  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 0.1%
+2026-03-26T18:01:49  clouds_decoded.modules.albedo_estimator.processor  WARNING   Clear fraction 0.1% < threshold 5%. Running fallback.
+2026-03-26T18:01:49  clouds_decoded.modules.albedo_estimator.processor  INFO      Using data-driven MLP fallback
+2026-03-26T18:01:50  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Loaded data-driven albedo model from /home/ali/.local/share/clouds-decoded/models/albedo_datadriven/default.pth (device=cuda)
+2026-03-26T18:01:51  clouds_decoded.modules.albedo_estimator.datadriven.processor  WARNING   Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
+2026-03-26T18:01:51  clouds_decoded.modules.albedo_estimator.datadriven.processor  INFO      Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
+2026-03-26T18:01:51  clouds_decoded.project               INFO        [albedo] Completed in 3.6s
+2026-03-26T18:01:51  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T18:02:10  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T18:02:10  clouds_decoded.project               INFO        [refocus] Completed in 19.0s
+2026-03-26T18:02:16  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T18:02:16  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T18:02:16  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T18:02:22  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T18:02:25  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.0s
diff --git a/logs/S2C_MSIL1C_20251009T183311_N0511_R027_T11RLP_20251009T234647/pipeline.log b/logs/S2C_MSIL1C_20251009T183311_N0511_R027_T11RLP_20251009T234647/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..75584bac58708d962dbca23585a996ae6ecb109f
--- /dev/null
+++ b/logs/S2C_MSIL1C_20251009T183311_N0511_R027_T11RLP_20251009T234647/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:34:30.540667 ---
+2026-03-26T19:34:30  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:34:30  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20251009T183311_N0511_R027_T11RLP_20251009T234647
+2026-03-26T19:34:30  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:36:48  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:36:49  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:37:23  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 42848/159508 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:37:24  clouds_decoded.project               INFO        [cloud_mask] Completed in 35.4s
+2026-03-26T19:37:26  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:37:26  clouds_decoded.sliding_window        INFO      Sliding window: skipping 413/484 windows (no True pixels in skip_mask)
+2026-03-26T19:37:30  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 6.5 seconds
+2026-03-26T19:37:39  clouds_decoded.project               INFO        [cloud_height] Completed in 15.3s
+2026-03-26T19:37:41  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 99.4%
+2026-03-26T19:38:04  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:38:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:38:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:38:06  clouds_decoded.project               INFO        [albedo] Completed in 26.9s
+2026-03-26T19:38:06  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:38:48  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:38:48  clouds_decoded.project               INFO        [refocus] Completed in 42.3s
+2026-03-26T19:38:48  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:38:49  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:38:49  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:38:56  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:38:57  clouds_decoded.project               INFO        [cloud_properties] Completed in 8.6s
diff --git a/logs/S2C_MSIL1C_20251126T213931_N0511_R143_T02KNG_20251127T003723/pipeline.log b/logs/S2C_MSIL1C_20251126T213931_N0511_R143_T02KNG_20251127T003723/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..9919f6595f551f887d9dabce5e23bdf078f9af22
--- /dev/null
+++ b/logs/S2C_MSIL1C_20251126T213931_N0511_R143_T02KNG_20251127T003723/pipeline.log
@@ -0,0 +1,31 @@
+
+--- Run started 2026-03-26T09:47:08.450839 ---
+2026-03-26T09:47:08  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T09:47:08  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20251126T213931_N0511_R143_T02KNG_20251127T003723
+2026-03-26T09:47:08  clouds_decoded.project               INFO      ============================================================
+2026-03-26T09:48:51  clouds_decoded.modules.cloud_mask.processor  INFO      Loading SegFormerB2-S2-unambiguous cloud mask model on cuda
+2026-03-26T09:48:55  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T09:50:36  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T09:51:56  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 1875975/2883622 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T09:52:13  clouds_decoded.project               INFO        [cloud_mask] Completed in 201.9s
+2026-03-26T09:52:13  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Loading Cloud Height Emulator model on cuda
+2026-03-26T09:52:13  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Loading checkpoint from /home/ali/.local/share/clouds-decoded/models/cloud_height_emulator/default.pth
+2026-03-26T09:53:39  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T09:53:39  clouds_decoded.sliding_window        INFO      Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
+2026-03-26T09:54:05  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 112.6 seconds
+2026-03-26T09:54:16  clouds_decoded.project               INFO        [cloud_height] Completed in 122.7s
+2026-03-26T09:54:16  clouds_decoded.modules.albedo_estimator.processor  INFO      Initialized AlbedoEstimator (method=idw, fallback=datadriven)
+2026-03-26T09:54:17  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 43.0%
+2026-03-26T09:54:19  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T09:54:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T09:54:21  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T09:54:21  clouds_decoded.project               INFO        [albedo] Completed in 5.5s
+2026-03-26T09:54:21  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T09:58:43  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T09:58:43  clouds_decoded.project               INFO        [refocus] Completed in 261.4s
+2026-03-26T09:58:43  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T09:58:43  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T09:58:43  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T09:58:44  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T09:58:45  clouds_decoded.project               INFO        [cloud_properties] Completed in 2.0s
diff --git a/logs/S2C_MSIL1C_20251129T012021_N0511_R031_T54SVC_20251129T031710/pipeline.log b/logs/S2C_MSIL1C_20251129T012021_N0511_R031_T54SVC_20251129T031710/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..32e05aca829ec87e85a631863717230f4fed030f
--- /dev/null
+++ b/logs/S2C_MSIL1C_20251129T012021_N0511_R031_T54SVC_20251129T031710/pipeline.log
@@ -0,0 +1,26 @@
+
+--- Run started 2026-03-27T16:23:28.625327 ---
+2026-03-27T16:23:28  clouds_decoded.project               INFO      
+============================================================
+2026-03-27T16:23:28  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20251129T012021_N0511_R031_T54SVC_20251129T031710
+2026-03-27T16:23:28  clouds_decoded.project               INFO      ============================================================
+2026-03-27T16:24:57  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-27T16:24:58  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-27T16:25:27  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 8751810/10233924 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-27T16:25:28  clouds_decoded.project               INFO        [cloud_mask] Completed in 31.1s
+2026-03-27T16:25:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-27T16:25:59  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 30.4 seconds
+2026-03-27T16:26:03  clouds_decoded.project               INFO        [cloud_height] Completed in 35.1s
+2026-03-27T16:26:06  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 21.6%
+2026-03-27T16:26:09  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-27T16:26:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-27T16:26:11  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-27T16:26:11  clouds_decoded.project               INFO        [albedo] Completed in 7.5s
+2026-03-27T16:26:11  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-27T16:26:36  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-27T16:26:36  clouds_decoded.project               INFO        [refocus] Completed in 25.3s
+2026-03-27T16:26:36  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-27T16:26:36  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-27T16:26:37  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-27T16:26:38  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-27T16:26:39  clouds_decoded.project               INFO        [cloud_properties] Completed in 3.2s
diff --git a/logs/S2C_MSIL1C_20251208T183801_N0511_R027_T11RLP_20251208T201331/pipeline.log b/logs/S2C_MSIL1C_20251208T183801_N0511_R027_T11RLP_20251208T201331/pipeline.log
new file mode 100644
index 0000000000000000000000000000000000000000..1f61c9eb4b381422febf6a89f1e5e2c05bd371ae
--- /dev/null
+++ b/logs/S2C_MSIL1C_20251208T183801_N0511_R027_T11RLP_20251208T201331/pipeline.log
@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T19:35:44.657760 ---
+2026-03-26T19:35:44  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T19:35:44  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20251208T183801_N0511_R027_T11RLP_20251208T201331
+2026-03-26T19:35:44  clouds_decoded.project               INFO      ============================================================
+2026-03-26T19:38:05  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T19:38:06  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T19:38:45  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 471118/930816 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T19:38:46  clouds_decoded.project               INFO        [cloud_mask] Completed in 41.2s
+2026-03-26T19:38:49  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T19:38:49  clouds_decoded.sliding_window        INFO      Sliding window: skipping 248/484 windows (no True pixels in skip_mask)
+2026-03-26T19:39:24  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 37.7 seconds
+2026-03-26T19:40:05  clouds_decoded.project               INFO        [cloud_height] Completed in 78.3s
+2026-03-26T19:40:06  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 87.9%
+2026-03-26T19:40:10  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T19:40:13  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T19:40:14  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T19:40:14  clouds_decoded.project               INFO        [albedo] Completed in 9.3s
+2026-03-26T19:40:14  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T19:41:19  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T19:41:19  clouds_decoded.project               INFO        [refocus] Completed in 64.4s
+2026-03-26T19:41:19  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T19:41:19  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T19:41:20  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T19:41:30  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T19:41:31  clouds_decoded.project               INFO        [cloud_properties] Completed in 12.6s
diff --git a/logs/S2C_MSIL1C_20251213T143751_N0511_R096_T21PTT_20251213T151039/pipeline.log b/logs/S2C_MSIL1C_20251213T143751_N0511_R096_T21PTT_20251213T151039/pipeline.log
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@@ -0,0 +1,27 @@
+
+--- Run started 2026-03-26T22:45:18.331721 ---
+2026-03-26T22:45:18  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T22:45:18  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20251213T143751_N0511_R096_T21PTT_20251213T151039
+2026-03-26T22:45:18  clouds_decoded.project               INFO      ============================================================
+2026-03-26T22:48:32  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T22:48:32  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T22:49:32  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 231971/1207485 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T22:49:35  clouds_decoded.project               INFO        [cloud_mask] Completed in 62.8s
+2026-03-26T22:49:43  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T22:49:43  clouds_decoded.sliding_window        INFO      Sliding window: skipping 216/484 windows (no True pixels in skip_mask)
+2026-03-26T22:49:57  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 22.1 seconds
+2026-03-26T22:50:00  clouds_decoded.project               INFO        [cloud_height] Completed in 25.6s
+2026-03-26T22:50:02  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 94.6%
+2026-03-26T22:50:05  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T22:50:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T22:50:06  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T22:50:07  clouds_decoded.project               INFO        [albedo] Completed in 6.3s
+2026-03-26T22:50:07  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T22:50:59  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T22:50:59  clouds_decoded.project               INFO        [refocus] Completed in 52.5s
+2026-03-26T22:50:59  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T22:51:00  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T22:51:01  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T22:51:08  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T22:51:09  clouds_decoded.project               INFO        [cloud_properties] Completed in 9.5s
diff --git a/logs/S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615/pipeline.log b/logs/S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615/pipeline.log
new file mode 100644
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@@ -0,0 +1,62 @@
+
+--- Run started 2026-03-26T11:11:17.100417 ---
+2026-03-26T11:11:17  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T11:11:17  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615
+2026-03-26T11:11:17  clouds_decoded.project               INFO      ============================================================
+
+--- Run started 2026-03-26T11:11:51.736202 ---
+2026-03-26T11:11:51  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T11:11:51  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615
+2026-03-26T11:11:51  clouds_decoded.project               INFO      ============================================================
+2026-03-26T11:12:42  clouds_decoded.modules.cloud_mask.processor  INFO      Loading SegFormerB2-S2-unambiguous cloud mask model on cuda
+2026-03-26T11:12:43  clouds_decoded.modules.cloud_mask.processor  INFO      Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
+2026-03-26T11:18:40  clouds_decoded.modules.cloud_mask.processor  INFO      Running cloud mask inference...
+2026-03-26T11:25:36  clouds_decoded.modules.cloud_mask.processor  INFO      Shadow reclassification: 2558604/3023535 shadow pixels reclassified as thick cloud (window=101px)
+2026-03-26T11:26:52  clouds_decoded.project               INFO        [cloud_mask] Completed in 849.6s
+2026-03-26T11:26:52  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Loading Cloud Height Emulator model on cuda
+2026-03-26T11:26:52  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Loading checkpoint from /home/ali/.local/share/clouds-decoded/models/cloud_height_emulator/default.pth
+
+--- Run started 2026-03-26T15:20:14.332433 ---
+2026-03-26T15:20:14  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:20:14  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615
+2026-03-26T15:20:14  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:20:14  clouds_decoded.project               INFO        [cloud_mask] Skipping (already complete, config unchanged)
+
+--- Run started 2026-03-26T15:20:25.846244 ---
+2026-03-26T15:20:25  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:20:25  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615
+2026-03-26T15:20:25  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:20:26  clouds_decoded.project               INFO        [cloud_mask] Skipping (already complete, config unchanged)
+2026-03-26T15:20:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Loading Cloud Height Emulator model on cuda
+2026-03-26T15:20:31  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Loading checkpoint from /home/ali/.local/share/clouds-decoded/models/cloud_height_emulator/default.pth
+2026-03-26T15:20:35  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Running inference on shape (8, 10980, 10980)
+2026-03-26T15:20:46  clouds_decoded.modules.cloud_height_emulator.processor  INFO      Inference completed in 15.7 seconds
+2026-03-26T15:20:49  clouds_decoded.project               INFO        [cloud_height] Completed in 18.5s
+2026-03-26T15:20:49  clouds_decoded.modules.albedo_estimator.processor  INFO      Initialized AlbedoEstimator (method=idw, fallback=datadriven)
+2026-03-26T15:20:50  clouds_decoded.modules.albedo_estimator.processor  INFO      Clear-sky fraction: 7.3%
+2026-03-26T15:20:53  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: 1000 farthest-point samples (window=18px / 180m)
+2026-03-26T15:20:54  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW: interpolating 133956 output pixels from 1000 samples (k=8)
+2026-03-26T15:20:54  clouds_decoded.modules.albedo_estimator.processor  INFO      IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
+2026-03-26T15:20:55  clouds_decoded.project               INFO        [albedo] Completed in 5.6s
+2026-03-26T15:20:55  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+
+--- Run started 2026-03-26T15:21:12.134789 ---
+2026-03-26T15:21:12  clouds_decoded.project               INFO      
+============================================================
+2026-03-26T15:21:12  clouds_decoded.project               INFO      Scene: S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615
+2026-03-26T15:21:12  clouds_decoded.project               INFO      ============================================================
+2026-03-26T15:21:12  clouds_decoded.project               INFO        [cloud_mask] Skipping (already complete, config unchanged)
+2026-03-26T15:21:12  clouds_decoded.project               INFO        [cloud_height] Skipping (already complete, config unchanged)
+2026-03-26T15:21:12  clouds_decoded.project               INFO        [albedo] Skipping (already complete, config unchanged)
+2026-03-26T15:21:15  clouds_decoded.modules.refocus.processor  INFO      Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
+2026-03-26T15:21:32  clouds_decoded.modules.refocus.processor  INFO      Refocusing complete
+2026-03-26T15:21:32  clouds_decoded.project               INFO        [refocus] Completed in 17.2s
+2026-03-26T15:21:32  clouds_decoded.modules.refl2prop.processor  INFO      Loading bands...
+2026-03-26T15:21:33  clouds_decoded.modules.refl2prop.processor  INFO      Using pre-computed albedo data
+2026-03-26T15:21:33  clouds_decoded.modules.refl2prop.processor  INFO      Running Neural Inversion...
+2026-03-26T15:21:36  clouds_decoded.modules.refl2prop.processor  INFO      Masking pixels where Cloud Height is invalid (<=0 or NaN)
+2026-03-26T15:21:38  clouds_decoded.project               INFO        [cloud_properties] Completed in 5.3s
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+}
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@@ -0,0 +1,3 @@
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diff --git a/outputs/S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615/cloud_height.tif b/outputs/S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615/cloud_height.tif
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diff --git a/outputs/S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615/cloud_mask.tif b/outputs/S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615/cloud_mask.tif
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+version https://git-lfs.github.com/spec/v1
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diff --git a/outputs/S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615/manifest.json b/outputs/S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615/manifest.json
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@@ -0,0 +1,54 @@
+{
+  "scene_id": "S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615",
+  "scene_path": "/mnt/raid/data/s2get/Sentinel-2/MSI/L1C/2025/12/26/S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615.SAFE",
+  "crop_window": null,
+  "provenance": null,
+  "steps": {
+    "cloud_mask": {
+      "status": "completed",
+      "output_file": "/home/ali/projects/clouds-decoded-main/projects/sample_dataset/outputs/S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615/cloud_mask.tif",
+      "config_hash": "38bae95622465f88",
+      "started_at": "2026-03-26T11:12:42.782510",
+      "completed_at": "2026-03-26T11:26:52.365168",
+      "duration_seconds": 849.6,
+      "error": null
+    },
+    "cloud_height": {
+      "status": "completed",
+      "output_file": "/home/ali/projects/clouds-decoded-main/projects/sample_dataset/outputs/S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615/cloud_height.tif",
+      "config_hash": "0809e7aebc881bb1",
+      "started_at": "2026-03-26T15:20:31.016317",
+      "completed_at": "2026-03-26T15:20:49.512952",
+      "duration_seconds": 18.5,
+      "error": null
+    },
+    "albedo": {
+      "status": "completed",
+      "output_file": "/home/ali/projects/clouds-decoded-main/projects/sample_dataset/outputs/S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615/albedo.tif",
+      "config_hash": "ca7979c12e735626",
+      "started_at": "2026-03-26T15:20:49.537130",
+      "completed_at": "2026-03-26T15:20:55.140107",
+      "duration_seconds": 5.6,
+      "error": null
+    },
+    "refocus": {
+      "status": "completed",
+      "output_file": null,
+      "config_hash": "731c39dc2d764bae",
+      "started_at": "2026-03-26T15:21:15.712765",
+      "completed_at": "2026-03-26T15:21:32.955478",
+      "duration_seconds": 17.2,
+      "error": null
+    },
+    "cloud_properties": {
+      "status": "completed",
+      "output_file": "/home/ali/projects/clouds-decoded-main/projects/sample_dataset/outputs/S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615/properties.tif",
+      "config_hash": "8f52faa3c4615495",
+      "started_at": "2026-03-26T15:21:32.978782",
+      "completed_at": "2026-03-26T15:21:38.274208",
+      "duration_seconds": 5.3,
+      "error": null
+    }
+  },
+  "last_updated": "2026-03-26T15:21:38.274386"
+}
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diff --git a/outputs/S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615/properties.tif b/outputs/S2C_MSIL1C_20251226T213931_N0511_R143_T02KNG_20251226T224615/properties.tif
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diff --git a/project.db b/project.db
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diff --git a/project.yaml b/project.yaml
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index 0000000000000000000000000000000000000000..e957b576c5a5d73693b521a86712d6c47a889bef
--- /dev/null
+++ b/project.yaml
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+name: sample_dataset
+pipeline: full-workflow
+created_at: '2026-03-26T09:13:08.589513'
+workflow:
+  steps:
+  - name: cloud_mask
+    processor: cloud_mask
+    config: cloud_mask.yaml
+    inputs:
+    - scene
+    keyword_inputs: {}
+    output: cloud_mask
+    output_file: cloud_mask.tif
+  - name: cloud_height
+    processor: cloud_height_emulator
+    config: cloud_height.yaml
+    inputs:
+    - scene
+    keyword_inputs:
+      cloud_mask: cloud_mask
+    output: cloud_height
+    output_file: cloud_height.tif
+  - name: albedo
+    processor: albedo
+    config: albedo.yaml
+    inputs:
+    - scene
+    keyword_inputs:
+      cloud_mask: cloud_mask
+    output: albedo
+    output_file: albedo.tif
+  - name: refocus
+    processor: refocus
+    config: refocus.yaml
+    inputs:
+    - scene
+    - cloud_height
+    keyword_inputs: {}
+    output: refocused_scene
+    output_file: null
+  - name: cloud_properties
+    processor: cloud_properties
+    config: refl2prop.yaml
+    inputs:
+    - refocused_scene
+    - cloud_height
+    keyword_inputs:
+      albedo_data: albedo
+    output: null
+    output_file: properties.tif
+output_dir: outputs
+stats:
+- cloud_mask::class_fractions
+- cloud_height_emulator::percentiles
+- cloud_properties::percentiles
+- albedo::mean