Automated machine learning for rainfall-induced landslide hazard mapping in Luhe County of Guangdong Province, China

Automated machine learning for rainfall-induced landslide hazard mapping in Luhe County of Guangdong Province, China

ABSTRACT: Landslide hazard mapping is essential for regional landslide hazard management. The main objective of this study is to construct a rainfall-induced landslide hazard map of Luhe County, China based on an automated machine learning framework (AutoGluon). A total of 2241 landslides were ident...

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Bibliographic Details
Main Authors: Tao Li, Chen-chen Xie, Chong Xu, Wen-wen Qi, Yuan-dong Huang, Lei Li
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2024-04-01
Series:China Geology
Subjects:
Landslide hazard
Heavy rainfall
Harzard mapping
Hazard assessment
Automated machine learning
Shallow landslide
Online Access:http://www.sciencedirect.com/science/article/pii/S2096519224001125
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