Landslide Susceptibility Prediction Using Particle-Swarm-Optimized Multilayer Perceptron: Comparisons with Multilayer-Perceptron-Only, BP Neural Network, and Information Value Models

Landslide Susceptibility Prediction Using Particle-Swarm-Optimized Multilayer Perceptron: Comparisons with Multilayer-Perceptron-Only, BP Neural Network, and Information Value Models

Landslides are one type of serious geological hazard which cause immense losses of local life and property. Landslide susceptibility prediction (LSP) can be used to determine the spatial probability of landslide occurrence in a certain area. It is important to implement LSP for landslide hazard prev...

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Bibliographic Details
Main Authors: Deying Li, Faming Huang, Liangxuan Yan, Zhongshan Cao, Jiawu Chen, Zhou Ye
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Applied Sciences
Subjects:
landslide susceptibility prediction
multilayer perceptron
BP neural network
information theory
Online Access:https://www.mdpi.com/2076-3417/9/18/3664

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