A comparative study of different neural network models for landslide susceptibility mapping

Zhan'ao Zhao,Yi He,Sheng Yao,Wang Yang,Wenhui Wang,Lifeng Zhang,Qiang Sun

Advances in Space Research（2022）

引用 7|浏览3

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摘要

•MLP, GRU, CNN and MSCNN for landslide susceptibility mapping were compared.•CNN combined with multi-scale technique can improve feature utilization.•The joint evaluation method of ROC curve and PR curve for LSM was proposed.

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关键词

Landslide susceptibility,Neural network,RS and GIS,MSCNN

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