Journal
3. R. Chandra Prabha and RAAJ Ramsankaran (2026). Machine Learning and Explainable AI for Sentinel-1–Based Snow Depth Estimation: Insights from Three Different Mountainous Regions. EGUsphere [preprint]. DOI: 10.5194/egusphere-2026-1207.
2. R. Chandra Prabha, Sudhir Dhamija, and RAAJ Ramsankaran (2026). Enhanced detection and inventory of snow avalanches along the Leh–Manali Highway, Western Himalayas using remote sensing: Development and demonstration of the modified SAFE (mSAFE) algorithm. Remote Sensing Applications: Society and Environment, vol. 41, p. 101830. DOI: 10.1016/j.rsase.2025.101830.
1. R. Chandra Prabha, Srinivasarao Tanniru, and RAAJ Ramsankaran (2025). C-band Radar based Improved Snow Depth Estimation (C-RISE) in the Indian Western Himalayas and Colorado Rocky Mountains. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 18, pp. 11787-11802. DOI: 10.1109/JSTARS.2025.3563462.
Conference
8. R. Chandra Prabha and RAAJ Ramsankaran (2026) Physical Insights into Sentinel-1 SAR-Based Snow Depth Estimation Using Machine Learning and Explainable AI Across Different Mountainous Regions, EGU General Assembly 2026, Vienna, Austria, 3–8 May 2026, EGU26-19246, https://doi.org/10.5194/egusphere-egu26-19246, 2026.
7. R. Chandra Prabha, Sudhir Dhamija, and RAAJ Ramsankaran (2026). Enhanced Detection and Inventory of Snow Avalanches along the Leh–Manali Highway, Western Himalayas using Remote Sensing: Development and Demonstration of the modified SAFE (mSAFE) Algorithm. 3rd Indian Cryosphere Meet (ICM-2026), IIT Roorkee, Feb 19 – 20.
6. R. Chandra Prabha, Srinivasarao Tanniru, and RAAJ Ramsankaran (2025). Improved Snow Depth Estimation in Mountainous Regions Using SAR Data. 2nd Indian Cryosphere Meet (ICM-2025), IIT Bombay, Feb 14 – 15.
5. R. Chandra Prabha and RAAJ Ramsankaran (2024). Study on the Influence of Seasonal and Diurnal Snow Conditions on Differential SAR Interferometry-based Snow Depth Retrieval in Mountainous Regions using Sentinel-1. American Geophysical Union Fall Meeting, Washington, D.C., USA, 9–13 December.
4. R. Chandra Prabha, Srinivasarao Tanniru, and RAAJ Ramsankaran (2024). Snow Depth Estimation Using Sentinel-1 Through Investigation of Influential Factors on Snowpack Properties and Backscatter. IGARSS 2024 - IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, 2024, pp. 3305-3309, doi: 10.1109/IGARSS53475.2024.10642545.
3. R. Chandra Prabha, Srinivasarao Tanniru, and RAAJ Ramsankaran (2024). Assessing Snow Depth Datasets in the Western Himalayas: A Comparative Analysis of Reanalysis and Satellite Remote Sensing Products. Indian Cryosphere Meet (ICM-2024), IIT Ropar, Jan 11 – 12.
2. Srinivasarao Tanniru, R. Chandra Prabha, Kamal Kant Singh, and Raaj Ramsankaran (2023). Development of Machine Learning based Historical Snow Depth Dataset for Western Himalaya using Multiple Reanalysis Datasets. American Geophysical Union Fall Meeting, San Francisco, Dec 11 - 15.
1. R. Chandra Prabha, Sudhir Dhamija, and RAAJ Ramsankaran (2023). Automated Avalanche Detection and Susceptibility Mapping using time-series Medium Resolution satellite Data. The 13th International Conference of the International Society for the Integrated Disaster Risk Management, IIT Roorkee, India, Sep 28 – 30.