Landslide Susceptibility Mapping Based on Deep Learning Algorithms Using Information Value Analysis Optimization

Selecting samples with non-landslide attributes significantly impacts the deep-learning modeling of landslide susceptibility mapping. This study presents a method of information value analysis in order to optimize the selection of negative samples used for machine learning. Recurrent neural network...

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Bibliographic Details
Main Authors: Junjie Ji, Yongzhang Zhou, Qiuming Cheng, Shoujun Jiang, Shiting Liu
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Land
Subjects:
Online Access:https://www.mdpi.com/2073-445X/12/6/1125