Using Remote Sensing and GeoAI (Machine learning/Deep Learning) to Model Regional Agricultural Field Characteristics in the Southeastern Plains, USA

Alisa Coffin1, Marguerite Madden2, Joseph Powell3, Andrea Albright4, Lynne Seymour3, Austin Stone5 and Timothy C Strickland6, (1)USDA-Agricultural Research Service, Tifton, GA, United States, (2)University of Georgia, Geography, Athens, GA, United States, (3)University of Georgia, Department of Statistics, Athens, United States, (4)University of Houston, Houston, United States, (5)NASA DEVELOP Program - SSAI, National Program Office, Hampton, VA, United States, (6)USDA-ARS, Southeast Watershed Research Unit, Tifton, GA, United States