- Created spatial cropping intensity maps for the state of Tamil Nadu using temporal satellite data.- Designed and developed a framework for spatial drought vulnerability mapping and determined the higher-risk areas in Tamil Nadu using remotely sensed agriculture and climate-based variables.- Integrated long-term meteorological data, multi-modal satellite imagery, and drone data to monitor drought and flood events to help bring out comprehensive mitigation strategies.- Identified and generated the rainfed area map of Tamil Nadu using phenology metrics derived from optical remote sensing data.

Phenology-based classification of Cotton and Maize crops using SAR satellite data.

Mapping and Yield estimation of Banana Plantation using spectral and meteorological parameters.