Deepak R. Joshi

On-farm soybean yield estimation using earth observation data and machine learning models

Soybean ( Glycine max (L.) Merr.) is a multi-purpose crop, with yields that have increased significantly since 2000s in the United States. Given the complex mechanisms involved in vegetation growth, soybean yield estimation is determined by many factors, including weather, topographical attributes (TA), managem...