Detecting mass wasting of Retrogressive Thaw Slumps in spaceborne elevation models using deep learning

Detecting mass wasting of Retrogressive Thaw Slumps in spaceborne elevation models using deep learning

Climate change has led to stronger warming in the Arctic, causing higher ground temperatures and extensive permafrost thaw. Retrogressive Thaw Slumps (RTSs) represent one of the most rapid and considerable geomorphological changes in permafrost regions, occurring when ice-rich permafrost is exposed...

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Bibliographic Details
Main Authors: Kathrin Maier, Philipp Bernhard, Sophia Ly, Michele Volpi, Ingmar Nitze, Shiyi Li, Irena Hajnsek
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Retrogressive Thaw Slumps
Mass wasting
InSAR
Digital elevation model
TanDEM-X
Deep learning
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843225000664

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http://www.sciencedirect.com/science/article/pii/S1569843225000664

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