Examination of Landslide Susceptibility Modeling Using Ensemble Learning and Factor Engineering

Examination of Landslide Susceptibility Modeling Using Ensemble Learning and Factor Engineering

Current research lacks an in-depth exploration of ensemble learning and factor engineering applications in regard to landslide susceptibility modeling. In the Three Gorges Reservoir area of China, a region prone to frequent landslides that endanger lives and infrastructure, this study advances lands...

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Bibliographic Details
Main Authors: Lizhou Zhang, Siqiao Ye, Deping He, Linfeng Wang, Weiping Li, Bijing Jin, Taorui Zeng
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Applied Sciences
Subjects:
landslide susceptibility
ensemble learning
factor engineering
random forest
XGBoost
LightGBM
Online Access:https://www.mdpi.com/2076-3417/15/11/6192
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