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Predictive performance and uncertainty analysis of ensemble models in gully erosion susceptibility assessment

Congtan Liu Haoming Fan Yixuan Wang

国际水土保持研究(英文)2025,Vol.13Issue(2):319-333,15.
国际水土保持研究(英文)2025,Vol.13Issue(2):319-333,15.DOI:10.1016/j.iswcr.2025.01.004

Predictive performance and uncertainty analysis of ensemble models in gully erosion susceptibility assessment

Predictive performance and uncertainty analysis of ensemble models in gully erosion susceptibility assessment

Congtan Liu 1Haoming Fan 1Yixuan Wang1

作者信息

  • 1. College of Water Conservancy,Shenyang Agricultural University,Shenyang,110866,Liaoning,People's Republic of China||Liaoning Key Laboratory of Soil Erosion Control and Ecological Restoration,Shenyang,110866,Liaoning,People's Republic of China
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摘要

关键词

Gully erosion susceptibility/Ensemble methods/Optimal feature datasets/Predictive performance/Uncertainty analysis

Key words

Gully erosion susceptibility/Ensemble methods/Optimal feature datasets/Predictive performance/Uncertainty analysis

引用本文复制引用

Congtan Liu,Haoming Fan,Yixuan Wang..Predictive performance and uncertainty analysis of ensemble models in gully erosion susceptibility assessment[J].国际水土保持研究(英文),2025,13(2):319-333,15.

基金项目

It is gratefully acknowledged that the National Natural Science Foundation of China(Project No.41371272)and the National Key Research and Development Program of China(Project No.2021YFD1500701)provided financial support. (Project No.41371272)

国际水土保持研究(英文)

2095-6339

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