Groundwater Level Prediction and Earthquake Precursor Anomaly Analysis Based on TCN-LSTM-Attention Network

Groundwater Level Prediction and Earthquake Precursor Anomaly Analysis Based on TCN-LSTM-Attention Network

Abnormal changes in groundwater level are key indicators of seismic precursors. Before an earthquake, the groundwater level often shows varying degrees of abnormality. These anomalies typically manifest as a sudden rise or fall in groundwater levels and will last for a period of time. On Jul. 12, 20...

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Bibliographic Details
Main Authors: Xinfang Chen, Lijia Yang, Xin Liao, Hanqing Zhao, Shiwei Wang
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Abnormal earthquake precursors
EWMA control chart
groundwater level prediction
seismically active period
TCN-LSTM-Attention
Online Access:https://ieeexplore.ieee.org/document/10767234/
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