Advancing predictive accuracy of shallow landslide using strategic data augmentation

Advancing predictive accuracy of shallow landslide using strategic data augmentation

Rainfall-induced shallow landslides pose one of significant geological hazards, necessitating precise monitoring and prediction for effective disaster mitigation. Most studies on landslide prediction have focused on optimizing machine learning (ML) algorithms, very limited attention has been paid to...

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Bibliographic Details
Main Authors: Hongzhi Qiu, Xiaoqing Chen, Peng Feng, Renchao Wang, Wang Hu, Liping Zhang, Alessandro Pasuto
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Journal of Rock Mechanics and Geotechnical Engineering
Subjects:
Shallow landslide
Data augmentation
Machine learning
Neural network
Deformation prediction
Online Access:http://www.sciencedirect.com/science/article/pii/S1674775524004062
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http://www.sciencedirect.com/science/article/pii/S1674775524004062

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