Finetuning the Geospatial Foundation model for Land Cover mapping
- 2024
- KDD 2024
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
A FRAMEWORK FOR SUGARCANE BIOMASS ESTIMATION BY CAPTURING GROWTH DYNAMICS USING SAR AND OPTICAL IMAGERIES
- Manikandan Padmanaban
- Jagabondhu Hazra
- et al.
- 2024
- IGARSS 2024
IMPROVED DISSOLVED ORGANIC CARBON PREDICTION IN DIVERSE INLAND WATER BODIES: UTILIZING MACHINE LEARNING AND REMOTE SENSING
- Subhojit Mandal
- Kamal Das
- et al.
- 2024
- IGARSS 2024
Crop green water footprint estimation using earth observation, physics model and AI
- Kamal Das
- Jagabondhu Hazra
- et al.
- 2022
- INFORMS 2022
Climate-aware Forecasting Of Agricultural Produce Across Large Regions
- Chengal Navin Kumar Twarakavi
- Fred Otieno
- et al.
- 2021
- INFORMS 2021
Patents
Projects
Top collaborators
MP
Manikandan Padmanaban
Senior Research Engineer | Master Inventor
RB
AJ
Ayush Jain
Research Software Engineer
DL
Devyani Lambhate
Research Engineer