Landslide Susceptibility Mapping Based on Weighted Gradient Boosting Decision Tree in Wanzhou Section of the Three Gorges Reservoir Area (China)

The main goal of this study is to produce a landslide susceptibility map in the Wanzhou section of the Three Gorges reservoir area (China) with a weighted gradient boosting decision tree (weighted GBDT) model. According to the current research on landslide susceptibility mapping (LSM), the GBDT meth...

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Bibliographic Details

Published in:	ISPRS International Journal of Geo-Information
Main Authors:	Yingxu Song, Ruiqing Niu, Shiluo Xu, Runqing Ye, Ling Peng, Tao Guo, Shiyao Li, Tao Chen
Format:	Article
Language:	English
Published:	MDPI AG 2018-12-01
Subjects:	landslide susceptibility mapping Three Gorges area weighted GBDT logistic regression imbalanced landslide data
Online Access:	http://www.mdpi.com/2220-9964/8/1/4