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...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: E. A. Thaler, S. Uhleman, J. C. Rowland, J. Schwenk, C. Wang, B. Dafflon, K. E. Bennett
Format: Artikel
Sprache:English
Veröffentlicht: American Geophysical Union (AGU) 2023-12-01
Schriftenreihe:Earth and Space Science
Schlagworte:
permafrost extent
machine learning
high‐resolution
Online Zugang:https://doi.org/10.1029/2023EA003015

Online

https://doi.org/10.1029/2023EA003015

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