Estimating agricultural water consumption and irrigation efficiency in California using machine learning and remote sensing

Anna Boser, University of California Santa Barbara, Berkeley, CA, United States, Tamma Carleton, University of California Santa Barbara, Bren School of Environmental Science & Management, Santa Barbara, United States, Ashley Larsen, University of California Santa Barbara, Santa Barbara, CA, United States, Madeleine Pascolini-Campbell, NASA Jet Propulsion Laboratory, Pasadena, United States, John T Reager II, University California, Irvine, Irvine, CA, United States and Kelly K Caylor, University of California Santa Barbara, Department of Geography, Bren School of Environmental Science and Management, Earth Research Institute, Santa Barbara, CA, United States