Enhancing landslide dam stability prediction: a data-driven framework integrating missing data imputation and optimal threshold discrimination

IntroductionAccurate prediction of landslide dam stability is critical for mitigating downstream hazards, but reliable models are hindered by incomplete inventories due to missing data. This study addresses this gap by integrating advanced imputation techniques with machine learning (ML) to enhance...

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Bibliographic Details
Main Authors: Xiaojun Li, Xiaobo Zhang, Jun He, Yixiang Song, Yanqi Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Earth Science
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Online Access:https://www.frontiersin.org/articles/10.3389/feart.2025.1642791/full
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