Fusion of DS-InSAR and THPF-LSTM for monitoring and predicting surface deformation in closed mines

Fusion of DS-InSAR and THPF-LSTM for monitoring and predicting surface deformation in closed mines

After the closure of a mine, the overlying rock layer and the ground surface will deform again, this affects the safe operation of buildings (structures). Due to the lack of supervision of mine closure, the spatial and temporal evolution of surface deformation and prediction and warning models are n...

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Bibliographic Details
Main Authors: Jianyang ZHANG, Hongdong FAN, Xiangyang ZHU, Minghu SUN
Format: Article
Language:zho
Published: Editorial Office of Safety in Coal Mines 2025-06-01
Series:Meikuang Anquan
Subjects:
surface deformation prediction
mine closure
ds-insar
lstm neural network
temporal high pass filtering
Online Access:https://www.mkaqzz.com/cn/article/doi/10.13347/j.cnki.mkaq.20240525
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https://www.mkaqzz.com/cn/article/doi/10.13347/j.cnki.mkaq.20240525

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