Update README.md

README.md

@@ -4,4 +4,37 @@ datasets:
 - ibm-nasa-geospatial/Landslide4sense
 language:
 - en
----
+---
+#  *DeepSlide: Landslide Detection and Mapping Using Deep Learning Across Multi-Source Satellite Data and Geographic Regions*
+
+Landslide4sense Dataset:
+
+```Landslide4sense Dataset
+from datasets import load_dataset
+
+ds = load_dataset("ibm-nasa-geospatial/Landslide4sense")
+```
+
+Wandb Results - https://wandb.ai/Silvamillion/Land4Sense
+
+Paper - https://dx.doi.org/10.2139/ssrn.5225437
+
+## 📄 Citation
+
+If you use **DeepSlide-L4S-Code** or reference our work in your research, please cite our paper:
+
+> Harsh Shinde, et al. *Landslide Detection and Mapping Using Deep Learning Across Multi-Source Satellite Data and Geographic Regions*, SSRN, 2024.  
+> DOI: [10.2139/ssrn.5225437](https://dx.doi.org/10.2139/ssrn.5225437)
+
+BibTeX:
+```bibtex
+@article{burange2025landslide,
+  title={Landslide Detection and Mapping Using Deep Learning Across Multi-Source Satellite Data and Geographic Regions},
+  author={Burange, Rahul and Shinde, Harsh and Mutyalwar, Omkar},
+  journal={Available at SSRN 5225437},
+  year={2025}
+  eprint={5225437},
+  archivePrefix={SSRN},
+  doi={10.2139/ssrn.5225437},
+  url={https://dx.doi.org/10.2139/ssrn.5225437}
+}