Documentation for IFIC-ICM project on comparision of Deep Learning phase pickers

This site contains documentation on the IFIC-ICM project to evaluate existing phase pickers based on Deep Learning.

The phase pickers being considered are:

• GPD
• EQTransformer
• PhaseNet

These pickers are being tested using 3 datasets:

• Seismicity prior to the 2011 El Hierro eruption
• Seismic crisis induced by gas injection at the CASTOR undergroung gas storage
• Seismicity in the Arzacq-Mauleon basin (SW France) recorded by the large-N Maupasacq experiment

Data and source code in CSIC GitLab (private).

Additional information on the IFIC Indico.