Jaydeo K. Dharpure

Postdoctoral Research Associate @Texas A&M AgriLife Research

Temple, TX, US

Integrated remote sensing, machine learning, and big data analytics to develop real-time decision support tools for precision agriculture.• Focused on enhancing crop productivity, optimizing water use efficiency, and quantifying the impacts of abiotic stresses (drought, heat, salinity) across diverse field crops.• Developed machine learning models for accurate biomass estimation using UAV-based imagery and LiDAR data.• Built deep learning models for time-series analysis to track different crop growth stages and predict final crop yield with high accuracy.• Analyzed high-resolution, multi-sensor remote sensing data (optical, thermal, SAR) for spatial and temporal assessment of biomass and crop yield.