Retrieving freeze-thaw states using deep learning with remote sensing data in permafrost landscapes

The soil freeze–thaw (FT) cycle is a critical component of the terrestrial cryosphere and plays a significant role in hydrological, ecological, climatic, and biogeochemical processes within permafrost landscapes. The FT states can be monitored with in-situ field measurements, but these procedures ar...

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Bibliographic Details
Main Authors: Yueli Chen, Shile Li, Lingxiao Wang, Magdalena Mittermeier, Monique Bernier, Ralf Ludwig
Format: Article
Language:English
Published: Elsevier 2024-02-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843223004405