Coastal and Marine Surface State Mapping Using Remote Sensing and Deep Learning: Toward Interpretable Multi-Scale Data-Driven Ecosystem Modeling from Phytoplankton to Whales
Nicholas LaHaye1, Anastasija Easley2, Noah Giebink3, Teal Richards-Dimitrie1, Kelly Luis4, Fernanda Lopez Ornelas1, Michelle M Gierach4, Daniel M Palacios5, Alexandre Zerbini6, Ladd Irvine7 and Roxanne Beltran8, (1)Spatial Informatics Group, LLC, Alameda, United States, (2)University of California Berkeley, Berkeley, CA, United States, (3)Spatial Informatics Group, LLC, Alameda, CA, United States, (4)Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, United States, (5)Center for Coastal Studies, Provincetown, United States, (6)University of Washington, Cooperative Institute for Climate, Ocean and Ecosystem Research, Seattle, United States, (7)Oregon State University, Marine Mammal Institute, Corvallis, United States, (8)University of California Santa Cruz, Department of Ecology and Evolutionary Biology, Santa Cruz, United States