Multi-Branch Deep Neural Network for Bed Topography of Antarctica Super-Resolution: Reasonable Integration of Multiple Remote Sensing Data

• Published in: Remote Sensing
• Main Authors: Yiheng Cai, Fuxing Wan, Shinan Lang, Xiangbin Cui, Zijun Yao
• Format: Text
• Language: English
• Published: Multidisciplinary Digital Publishing Institute 2023
• Subjects: subglacial topography; super resolution; generative adversarial network; deep learning; Gamburtsev Subglacial Mountains; Thwaites Glacier; Antarc*; Antarctica; Ice Sheet
• Online Access: https://doi.org/10.3390/rs15051359

Bed topography and roughness play important roles in numerous ice-sheet analyses. Although the coverage of ice-penetrating radar measurements has vastly increased over recent decades, significant data gaps remain in certain areas of subglacial topography and need interpolation. However, the bed topo...