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Statistical knowledge-guided multi-classification machine learning modeling scheme for landslide susceptibility levels

delete2025-11-17
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AI
张飞飞 cover
张飞飞 (Feifei Zhang)
C
Changle Li
Y
Yuewei Wang *
Y
Yiyue Wang
DOI：10.1016/j.enggeo.2025.108458delete
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Abstract

Abstract

En 中文
• A multi-class modeling scheme addressing info loss in binary models is proposed. • A landslide hit optimization index for assessment of mapping results is designed. • The multi-class modeling outperforms binary modeling in the mapping results. • Explanatory analysis results are highly compatible with the local geologic surveys.

Journal

Engineering Geology cover
Engineering Geology
IF:
8.4
Papers:
6.5K
Citations:
3.8W

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No organization information available