Comparisons of Convolutional Neural Network and Other Machine Learning Methods in Landslide Susceptibility Assessment: A Case Study in Pingwu

Comparisons of Convolutional Neural Network and Other Machine Learning Methods in Landslide Susceptibility Assessment: A Case Study in Pingwu

Landslide is a natural disaster that seriously affects human life and social development. In this study, the characteristics and effectiveness of convolutional neural network (CNN) and conventional machine learning (ML) methods in a landslide susceptibility assessment (LSA) are compared. Six ML meth...

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Bibliographic Details
Main Authors: Ziyu Jiang, Ming Wang, Kai Liu
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Remote Sensing
Subjects:
convolutional neural network
machine learning
landslide susceptibility assessment
statistical analysis
Online Access:https://www.mdpi.com/2072-4292/15/3/798

Internet

https://www.mdpi.com/2072-4292/15/3/798

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