Landslide Susceptibility Prediction Considering Regional Soil Erosion Based on Machine-Learning Models

Landslide Susceptibility Prediction Considering Regional Soil Erosion Based on Machine-Learning Models

Soil erosion (SE) provides slide mass sources for landslide formation, and reflects long-term rainfall erosion destruction of landslides. Therefore, it is possible to obtain more reliable landslide susceptibility prediction results by introducing SE as a geology and hydrology-related predisposing fa...

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Bibliographic Details
Main Authors: Faming Huang, Jiawu Chen, Zhen Du, Chi Yao, Jinsong Huang, Qinghui Jiang, Zhilu Chang, Shu Li
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:ISPRS International Journal of Geo-Information
Subjects:
landslide susceptibility prediction
soil erosion
predisposing factors
support vector machine
C5.0 decision tree
Online Access:https://www.mdpi.com/2220-9964/9/6/377

Internet

https://www.mdpi.com/2220-9964/9/6/377

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