Abstracts of the ICA
Abstracts of the ICA
ICA-Abs
Articles | Volume 10
Articles | Volume 10
https://doi.org/10.5194/ica-abs-10-275-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/ica-abs-10-275-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 10
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, Rongjun Qin, Jung Kuan Liu, Ethan Shavers, Shaowen Wang, Nattapon Jaroenchai, and Philip Thiem

Keywords: hydrography, deep learning, drainage network, shallow water channel depth, U-net

Share
How to cite. Stanislawski, L., Qin, R., Liu, J. K., Shavers, E., Wang, S., Jaroenchai, N., and Thiem, P.: Multi-temporal surface water mapping with high-resolution elevation and image data through weakly supervised deep learning, Abstr. Int. Cartogr. Assoc., 10, 275, https://doi.org/10.5194/ica-abs-10-275-2025, 2025.
Download
Share