Deep learning techniques for nearshore and riverine bathymetry estimation using water-surface observations

Hojat Ghorbanidehno1, Yizhou Qian2, Jonghyun Harry Lee3, Matthew Farthing4, Ty Hesser4, Peter K Kitanidis5 and Eric F Darve1, (1)Stanford University, Mechanical Engineering, Stanford, CA, United States, (2)Stanford University, Institute for Computational and Mathematical Engineering, Stanford, CA, United States, (3)University of Hawai‘i at Mānoa, Civil and Environmental Engineering, Honolulu, HI, United States, (4)U.S. Army Engineer Research and Development Center, Coastal and Hydraulics Laboratory, Vicksburg, MS, United States, (5)Stanford University, Department of Civil and Environmental Engineering, Stanford, CA, United States