Crop green water footprint estimation using earth observation, physics model and AI
- Kamal Das
- Jagabondhu Hazra
- et al.
- 2022
- INFORMS 2022
Bio
Dr. Kamal Das is currently working in the Future of Climate and Supply Chain team at IBM Research India. Prior to joining IBM Research in 2013, he obtained his PhD in Computational Geoscience from IIT Kharagpur. Since joining IBM Research, he has led and developed various solutions applicable to the Oil & Gas and Precision Agriculture industries. His recent focus has been on the Geospatial Foundation Model, specifically fine-tuning it for multiple downstream tasks such as Land Use Land Cover, GHG Emission, Water Quality, and more.
Publications
Climate-aware Forecasting Of Agricultural Produce Across Large Regions
- Chengal Navin Kumar Twarakavi
- Fred Otieno
- et al.
- 2021
- INFORMS 2021
