Revealing the impacts of environmental and anthropogenic factors on permafrost deformation in the central Qinghai-Tibet Plateau using InSAR and interpretable machine learning

Permafrost stability on the Qinghai-Tibet Plateau (QTP) is vital amid environmental changes and human activities. Interferometric Synthetic Aperture Radar (InSAR) effectively monitors permafrost deformation, capturing seasonal and long-term trends via active layer hydrothermal shifts. While prior st...

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Autores principales:	Xingchen Lin, Tonghua Wu, Jie Chen, Jianjun Chen, Ren Li, Xiaofan Zhu, Peiqing Lou
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Elsevier 2025-09-01
Colección:	Ecological Indicators
Materias:	Interpretable machine learning SBAS-InSAR Permafrost deformation Environmental factors Human activities
Acceso en línea:	http://www.sciencedirect.com/science/article/pii/S1470160X25009070
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