Codes and catalogs for: Parametric testing of EQTransformer's performance against a high-quality, manually-picked catalog for reliable and accurate seismic phase picking

Codes and Catalogs for: "Parametric Testing of EQTransformer's Performance Against a High-Quality, Manually-Picked Catalog for Reliable and Accurate Seismic Phase Picking."

Codes:

overlap_check.py: This script tests the overlap parameter of EQTransformer to help minimize detection inconsistencies.

picks_comparison_other_networks.py: This code evaluates the probability threshold of EQTransformer by obtaining the time differences between picks from a catalog and EQTransformer.

test_seisbench_eq_eqt.py: A comparative analysis between the native EQTransformer and its implementation in SeisBench.

Catalogs:

picks_differences_all_years_0.01_mag_cat.csv: This catalog presents pick differences for the central Alpine Fault using the SAMBA network and manual picks from Michailos et al. (2019).

sed_picks.csv: A catalog that showcases pick differences derived from data obtained from the Swiss Seismological Service (SED).

Note: Versions  <1.0 represent pre-acceptence files and should not be used.