An Optimization of Statistical Index Method Based on Gaussian Process Regression and GeoDetector, for Higher Accurate Landslide Susceptibility Modeling

An Optimization of Statistical Index Method Based on Gaussian Process Regression and GeoDetector, for Higher Accurate Landslide Susceptibility Modeling

Landslide susceptibility assessment is an effective non-engineering landslide prevention at the regional scale. This study aims to improve the accuracy of landslide susceptibility assessment by using an optimized statistical index (SI) method. A landslide inventory containing 493 historical landslid...

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Bibliographic Details
Main Authors: Cen Cheng, Yang Yang, Fengcheng Zhong, Chao Song, Yan Zhen
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Applied Sciences
Subjects:
landslide susceptibility
statistical index
Gaussian process regression
GeoDetector
recursive feature elimination
Online Access:https://www.mdpi.com/2076-3417/12/20/10196

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