15 Dec 2025
| 15 Dec 2025
Multi-temporal surface water mapping with high-resolution elevation and image data through weakly supervised deep learning
Lawrence Stanislawski
U.S. Geological Survey, Center of Excellence for Geospatial Information Science, Rolla, Missouri, USA
Rongjun Qin
Department of Civil, Environmental and Geodetic Engineering, The Ohio State University, Columbus, Ohio, USA
Jung Kuan Liu
U.S. Geological Survey, Center of Excellence for Geospatial Information Science, Rolla, Missouri, USA
Ethan Shavers
U.S. Geological Survey, Center of Excellence for Geospatial Information Science, Rolla, Missouri, USA
Shaowen Wang
Department of Geography and Geographic Information Science, University of Illinois at Urbana-Champaign, Urbana, IL, USA
Nattapon Jaroenchai
Department of Geography and Geographic Information Science, University of Illinois at Urbana-Champaign, Urbana, IL, USA
Philip Thiem
U.S. Geological Survey, Center of Excellence for Geospatial Information Science, Rolla, Missouri, USA
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