A 2D Fully Convolutional Neural Network for nearshore and surf-zone bathymetry inversion from synthetic imagery of the surf-zone using the model Celeris

Collins, Adam

A 2D Fully Convolutional Neural Network for nearshore and surf-zone bathymetry inversion from synthetic imagery of the surf-zone using the model Celeris

Adam Collins¹, Katherine L Brodie², Spicer Bak², Ty Hesser³, Matthew Farthing³, Douglas W Gamble¹ and Joseph W Long¹, (1)University of North Carolina at Wilmington, Earth and Ocean Sciences, Wilmington, NC, United States, (2)U.S. Army Engineer Research and Development Center, Coastal and Hydraulics Laboratory, Duck, NC, United States, (3)U.S. Army Engineer Research and Development Center, Coastal and Hydraulics Laboratory, Vicksburg, MS, United States