Mapping Root Zone Soil Moisture for Irrigation Management by Artificial Intelligence Using Data from Both Satellite Soil Moisture Products and In-Situ Observations

Ziwen Yu1, Chi Zhang2, Jasmeet Judge3, Sandra Guzman4, George Vellidis5, Andre da Silva6, William Lusher2 and Pam Knox7, (1)University of Florida, Ft Walton Beach, FL, United States, (2)University of Florida, Gainesville, United States, (3)Center for Remote Sensing, Agricultural and Biological Engineering, University of Florida, Gainesville, FL, United States, (4)University of Florida, Ft Walton Beach, United States, (5)University of Georgia, Athens, GA, United States, (6)Auburn University, Auburn, United States, (7)University of Georgia, Watkinsville,, United States