Prediction of surface deformation time series in closed mines based on LSTM and optimization algorithms

Underground coal mining impacts surface deformation not only during mining operations but also after mine closures, potentially causing prolonged subsidence or uplift. Long-term predictions of surface deformation in closed mining areas remain challenging, as traditional statistical methods have limi...

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Bibliographic Details
Main Authors: Hu Caixiong, Zhang Lili, Li Haoran, Zhang Yaowen, Yao Yunsheng
Format: Article
Language:English
Published: De Gruyter 2025-06-01
Series:Open Geosciences
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Online Access:https://doi.org/10.1515/geo-2025-0811
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