Supraglacial Lake Evolution over Northeast Greenland Using Deep Learning Methods

• Published in: Remote Sensing
• Main Authors: Katrina Lutz, Zahra Bahrami, Matthias Braun
• Format: Text
• Language: English
• Published: Multidisciplinary Digital Publishing Institute 2023
• Subjects: meltwater; supraglacial lakes; remote sensing; Sentinel-2; deep learning; U-Net; Greenland; Zachariæ Isstrøm; Nioghalvfjerdsbræ; Peak Lake; glacier
• Online Access: https://doi.org/10.3390/rs15174360

Supraglacial lakes in Greenland are highly dynamic hydrological features in which glacial meltwater cumulates, allowing for the loss and transport of freshwater from a glacial surface to the ocean or a nearby waterbody. Standard supraglacial lake monitoring techniques, specifically image segmentatio...