Which picker fits my data? A quantitative evaluation of deep learning based seismic pickers
Which picker fits my data? A quantitative evaluation of deep learning based seismic pickers
Jannes Münchmeyer1, Jack Woollam2, Andreas Rietbrock2, Frederik J Tilmann3, Dietrich Lange4, Thomas Bornstein5, Tobias Diehl6, Carlo Giunchi7, Florian Haslinger8, Dario Jozinovic9, Alberto Michelini10, Joachim Saul3 and Hugo Soto11, (1)Helmholtz Centre Potsdam GFZ German Research Centre for Geosciences, Geophysics, Potsdam, Germany, (2)Karlsruhe Institute of Technology, Geophysical Institute (GPI), Karlsruhe, Germany, (3)Helmholtz Centre Potsdam, GFZ German Research Centre for Geosciences, Potsdam, Germany, (4)GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany, (5)Helmholtz Center Potsdam GFZ German Research Centre for Geosciences, Potsdam, Germany, (6)ETH Zurich, Swiss Seismological Service, Zurich, Switzerland, (7)Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Pisa, via Cesare Battisti 53, Pisa, Italy, (8)Swiss Seismological Service, ETH Zurich, Zurich, Switzerland, (9)Istituto Nazionale di Geofisica e Vulcanologia, Roma, Italy, (10)Istituto Nazionale di Geofisica e Vulcanologia, Osservatorio Nazionale Terremoti, via di Vigna Murata 605, Roma, Italy, (11)Helmholtz Centre Potsdam GFZ German Research Centre for Geosciences, Potsdam, Germany