2 papers
cs.LG2026
Intercomparison of Machine Learning Algorithms for Remote Sensing-based In-season Crop Mapping
August Posch, Jitendra Kumar, Forrest M. Hoffman +1
In-season crop type mapping is critical for food security in the face of increasingly extreme climate-related threats to crops. Currently, the USDA Cropland Data Layer provides cro…
physics.ao-ph2025
Land Cover Changes Cause Increased Losses during Photosynthetic Extremes
Bharat Sharma, Jitendra Kumar, Nathan Collier +2
Human-induced carbon dioxide (CO2) emissions, primarily from fossil fuel combustion and changes in land use and land cover (LULCC), are a key contributor to climate change. As the…