Spatio-Temporal Deformation Prediction of Large Landslides in the Three Gorges Reservoir Area Based on Time-Series Graph Convolutional Network Model

The displacement–time curve of a landslide serves as a critical indicator of its movement state, with precise deformation prediction being essential for effective disaster early warning. While numerous studies have employed machine learning techniques to predict deformation at individual monitoring...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Juan Ma, Leihua Yao, Lizheng Deng, Qiang Yang, Yao Chen, Chengyu Ouyang
Format:	Article
Language:	English
Published:	MDPI AG 2025-04-01
Subjects:	landslide deformation prediction deep learning temporal graph convolutional network spatio-temporal correlation
Online Access:	https://www.mdpi.com/2076-3417/15/8/4491