Automatic Duration Computation

This project uses 1-dimensional convolutional neural networks (1D CNNs) to automatically compute the durations of earthquakes. For training, the waveform data from the Pacific Northwest Seismic Dataset (Ni et al., 2023) were used.

The repository includes notebooks for

1. Inspecting and characterizing the waveforms
2. Creating the training datasets
3. Training the 1D CNNs