Published March 4, 2026
| Version v2
Dataset
Open
Waveforms of event M5.7 for a section 3.4, paper "Generalization Across Tectonic Regions for a Deep-Learning P-Polarity Picker" and polarity picking model
Authors/Creators
Description
Waveforms for the earthquake occurred at the slab interface at a depth of 42.5km at 2021-09-01 at 18:35:50, located at 27.8S,71.35W, and had a moment magnitude 5.7, according to GCMT catalog, and temporal SeisBench fork with polarity picking model EquiPol included.
- MSEED file contains traces from 94 stations, trimmed +-10s relative to P-arrival picked by https://doi.org/10.1029/2025JB031256
(arrivals and other information is contained in the corresponding csv file). Waveforms used in section 3.5 of the paper "Generalization Across Tectonic Regions for a Deep-Learning P-Polarity Picker" submitted to Seismica, to compare manual polarity picking with the one produced by the trained CNN. - Until the model is integrated into the official SeisBench release, it can be used directly from this repository. You need to download seisbench.zip and tepicc_prelim.zip, containing model weights, unzip them and put in any directory. Requiremnets for using SeisBench can be found here https://github.com/seisbench/seisbench/tree/main. With commands: cd path/to/seisbench and pip install -e . the fork can be used in editable mode. The script picking_test.py can help to roganize polarity picking for the example waveforms.
Files
event_96141_all_stations.csv
Files
(2.7 MB)
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