Landslide susceptibility mapping using hybrid random forest with GeoDetector and RFE for factor optimization

The present study aims to develop two hybrid models to optimize the factors and enhance the predictive ability of the landslide susceptibility models. For this, a landslide inventory map was created with 406 historical landslides and 2030 non-landslide points, which was randomly divided into two dat...

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Bibliographic Details
Main Authors: Xinzhi Zhou, Haijia Wen, Yalan Zhang, Jiahui Xu, Wengang Zhang
Format: Article
Language:English
Published: Elsevier 2021-09-01
Series:Geoscience Frontiers
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S167498712100075X