Supraglacial Lake Bathymetry Retrieval from ICESat-2 Altimetry Data and Sentinel-2 Imagery Using Deep Learning Algorithms
An integrated framework for supraglacial lake identification and bathymetry retrieval is developed by combining ICESat-2 ATL03 photon-counting lidar data with Sentinel-2 multispectral imagery, and the reported performance primarily reflects within-lake spatial generalization under the investigated conditions.