High‐Resolution Maps of Near‐Surface Permafrost for Three Watersheds on the Seward Peninsula, Alaska Derived From Machine Learning

High‐Resolution Maps of Near‐Surface Permafrost for Three Watersheds on the Seward Peninsula, Alaska Derived From Machine Learning

Abstract Permafrost soils are a critical component of the global carbon cycle and are locally important because they regulate the hydrologic flux from uplands to rivers. Furthermore, degradation of permafrost soils causes land surface subsidence, damaging infrastructure that is crucial for local com...

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Bibliographic Details
Main Authors: E. A. Thaler, S. Uhleman, J. C. Rowland, J. Schwenk, C. Wang, B. Dafflon, K. E. Bennett
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2023-12-01
Series:Earth and Space Science
Subjects:
permafrost extent
machine learning
high‐resolution
Online Access:https://doi.org/10.1029/2023EA003015

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