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