DeepSubDAS: An Earthquake Phase Picker from Submarine Distributed Acoustic Sensing Data
Authors/Creators
Description
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.
Files
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Additional details
Identifiers
- Other
- 2025JB032432
Related works
- Is supplement to
- Publication: 2025JB032432 (Other)
Dates
- Available
-
2025-08-01
References
- DeepSubDAS: An Earthquake Phase Picker from Submarine Distributed Acoustic Sensing Data