EADET - earthquake detection in DAS fibre-optic data using object-detection deep learning

This project presents the first demonstration of the transferability of a convolutional neural network (ConvNet) trained to detect micro-seismic earthquakes in one distributed acoustic sensing (DAS) fiber-optic data.

Dependencies

• Python (>= 3.6, with development headers)
• NumPy (>= 1.21.2)
• PyTorch (>= 1.9.1)
• xarray (>= 0.19.0)
• Pyrocko (>= 2021.09.14)

Contact Information

This repository is still a work in progress. Any feedback/suggestions are welcome.

• Nima Nooshiri - [email protected]