Susceptibility assessment of freeze-thaw erosion induced debris flow using random forest, Eastern Tibetan Plateau

Machine learning algorithms have shown excellent results in susceptibility assessment of debris flow hazards in different areas. These results depend on selecting control factors that align with the actual conditions of the study area. Due to the hazard’s formation conditions, alpine experience sign...

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Bibliographic Details
Main Authors: Yongjie Yang, Yuqi Zhang, Hai Huang, Jinsong Zhu, Qiwei Lv, Jiang Peng
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Earth Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2025.1658837/full
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