Multi‐Annual Inventorying of Retrogressive Thaw Slumps Using Domain Adaptation

Multi‐Annual Inventorying of Retrogressive Thaw Slumps Using Domain Adaptation

Abstract Retrogressive Thaw Slumps (RTSs), a form of thermokarst hazards, pose risks to hydrological and ecological environments and the safety of the Qinghai‐Tibet Engineering Corridor. We still lack the knowledge about the geographic locations of RTSs and their dynamically changing spatial margins...

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Bibliographic Details
Main Authors: Yiling Lin, Xie Hu, Haoyu Lu, Fujun Niu, Gengnian Liu, Lingcao Huang, Shanghang Zhang, Jifu Liu, Yunhuai Liu
Format: Article
Language:English
Published: Wiley 2025-03-01
Series:Journal of Geophysical Research: Machine Learning and Computation
Subjects:
retrogressive thaw slumps (RTSs)
domain adaptation
temporal generalization
semantic segmentation
Qinghai‐Tibet plateau
Online Access:https://doi.org/10.1029/2024JH000370
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