Using Texture‐Based Image Segmentation and Machine Learning With High‐Resolution Satellite Imagery to Assess Permafrost Degradation Landforms in the Russian High Arctic

• Published in: Journal of geophysical research. Machine learning and computation Vol. 2; no. 3
• Main Authors: Inauen, Cornelia M., Nitze, Ingmar, Langer, Moritz, Morgenstern, Anne, Hajnsek, Irena, Grosse, Guido
• Format: Journal Article
• Language: English
• Published: 01.09.2025

Amplified climate change across the Arctic causes significant permafrost thaw and an increase of permafrost degradation landforms. These landforms range from fine‐scale degrading ice wedge‐polygon‐networks to large‐scale features such as thermo‐erosional gullies and reshape entire landscapes. In par...