Border Tunnel Excavation Seismic Event Simulation

This dataset is the supporting simulated data for the paper titled Hidden Border Tunnels: Research on Excavation Monitoring and Excavation Path Prediction. These data are generated through physical simulations and are used to validate the effectiveness of the algorithms proposed in the paper. The dataset includes the coordinates of simulated vibration events, as well as the prediction results of excavation events by various machine learning models, such as RNN, LSTM, GRU, Transformer, CNN_Transformer, and LSTMTransformer.