DeepSubDAS: An Earthquake Phase Picker from Submarine Distributed Acoustic Sensing Data

This dataset consists of submarine Distributed Acoustic Sensing (DAS) seismic recordings and corresponding phase labels, curated specifically for training the DeepSubDAS machine learning model. The data includes time-series DAS signals recorded along an underwater fiber-optic cable, with manually or semi-automatically labeled earthquake phase information (e.g., P- and S-waves). These annotations enable supervised learning for earthquake phase picking tasks. The full dataset will be publicly released upon the publication of the associated paper:DeepSubDAS: An Earthquake Phase Picker from Submarine Distributed Acoustic Sensing Data.