PickBlue: Seismic Phase Picking for Ocean Bottom Seismometers With Deep Learning

PickBlue: Seismic Phase Picking for Ocean Bottom Seismometers With Deep Learning

Abstract Detecting phase arrivals and pinpointing the arrival times of seismic phases in seismograms is crucial for many seismological analysis workflows. For land station data, machine learning methods have already found widespread adoption. However, deep learning approaches are not yet commonly ap...

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Bibliographic Details
Main Authors: T. Bornstein, D. Lange, J. Münchmeyer, J. Woollam, A. Rietbrock, G. Barcheck, I. Grevemeyer, F. Tilmann
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2024-01-01
Series:Earth and Space Science
Subjects:
ocean bottom seismometer
phase picking
OBS seismicity database
machine learning
onset determination
Online Access:https://doi.org/10.1029/2023EA003332

Internet

https://doi.org/10.1029/2023EA003332

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