Integration of Information Theory, K-Means Cluster Analysis and the Logistic Regression Model for Landslide Susceptibility Mapping in the Three Gorges Area, China

Integration of Information Theory, K-Means Cluster Analysis and the Logistic Regression Model for Landslide Susceptibility Mapping in the Three Gorges Area, China

In this work, an effective framework for landslide susceptibility mapping (LSM) is presented by integrating information theory, K-means cluster analysis and statistical models. In general, landslides are triggered by many causative factors at a local scale, and the impact of these factors is closely...

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Bibliographic Details
Main Authors: Qian Wang, Yi Wang, Ruiqing Niu, Ling Peng
Format: Article
Language:English
Published: MDPI AG 2017-09-01
Series:Remote Sensing
Subjects:
landslide susceptibility
logistic regression
causative factors
K-means cluster
Three Gorges area
Online Access:https://www.mdpi.com/2072-4292/9/9/938

Internet

https://www.mdpi.com/2072-4292/9/9/938

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