Evaluation of landslide susceptibility of mountain highway based on RF and SVM models

Abstract Geological complexities along mountain highways frequently trigger landslides, posing significant threats to transportation safety and infrastructure. This study evaluates landslide susceptibility along the Lizha-Jiezi section of China’s G345 national highway using Random Forest (RF) and Su...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Qingfeng He, Shoulong Wu, Xia Zhao, Zhankun Hui, Zhengang Wang, Paraskevas Tsangaratos, Ioanna Ilia, Wei Chen, Yixin Chen, Yiheng Hao
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-07-01
Subjects:	Random forest Support vector machine Landslide susceptibility mapping Mountain highway
Online Access:	https://doi.org/10.1038/s41598-025-08774-w