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Application of machine learning and numerical simulation for monitoring and early warning systems of landslides and rockfalls in geohazard-prone regions

This paper proposes an integrated framework for ML and numerical simulation-based monitoring and early Warning Systems (EWS) of landslides and rockfalls in geohazard-prone areas. The proposed strategy will efficiently be monitoring a geohazard risks and forecast slope failures by integrating physics...

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Bibliographic Details
Main Authors: Zhiqiang Wang, Pengfei Jia, Wenhui Liu, Yanbing Yang, Wenlong Wang
Format: Artigo
Language:Inglês
Published: Frontiers Media S.A. 2026-04-01
Series:Frontiers in Earth Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2026.1744742/full
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