A Novel Method for Automated Supraglacial Lake Mapping in Antarctica Using Sentinel-1 SAR Imagery and Deep Learning

A Novel Method for Automated Supraglacial Lake Mapping in Antarctica Using Sentinel-1 SAR Imagery and Deep Learning

Supraglacial meltwater accumulation on ice sheets can be a main driver for accelerated ice discharge, mass loss, and global sea-level-rise. With further increasing surface air temperatures, meltwater-induced hydrofracturing, basal sliding, or surface thinning will cumulate and most likely trigger un...

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Bibliographic Details
Main Authors: Mariel Dirscherl, Andreas J. Dietz, Christof Kneisel, Claudia Kuenzer
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Remote Sensing
Subjects:
Antarctica
Antarctic ice sheet
supraglacial lakes
ice sheet hydrology
Sentinel-1
remote sensing
Online Access:https://www.mdpi.com/2072-4292/13/2/197

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