Eigenvector Spatial Filtering-Based Logistic Regression for Landslide Susceptibility Assessment

Eigenvector Spatial Filtering-Based Logistic Regression for Landslide Susceptibility Assessment

Logistic regression methods have been widely used for landslide research. However, previous studies have seldom paid attention to the frequent occurrence of spatial autocorrelated residuals in regression models, which indicate a model misspecification problem and unreliable results. This study accou...

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Bibliographic Details
Main Authors: Huifang Li, Yumin Chen, Susu Deng, Meijie Chen, Tao Fang, Huangyuan Tan
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:ISPRS International Journal of Geo-Information
Subjects:
landslide
logistic regression
spatial autocorrelation
eigenvector spatial filtering
Online Access:https://www.mdpi.com/2220-9964/8/8/332

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