Application and comparison of logistic regression model and neural network model in earthquake-induced landslides susceptibility mapping at mountainous region, China

Application and comparison of logistic regression model and neural network model in earthquake-induced landslides susceptibility mapping at mountainous region, China

The main objective of this study is to evaluate the performances of different earthquake-induced landslides susceptibility mapping models at mountainous regions in China. At first, 160 earthquake-induced landslide points were identified from field investigations. Concurrently, based on the results o...

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Bibliografiske detaljer
Main Authors: Peng Xie, Haijia Wen, Chaochao Ma, Laurie G. Baise, Jialan Zhang
Format: Article
Sprog:English
Udgivet: Taylor & Francis Group 2018-01-01
Serier:Geomatics, Natural Hazards & Risk
Fag:
Mountainous region
earthquake-induced landslides
susceptibility mapping
logistic regression model
neural network model
Online adgang:http://dx.doi.org/10.1080/19475705.2018.1451399

Internet

http://dx.doi.org/10.1080/19475705.2018.1451399

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