EPick: Attention-based multi-scale UNet for earthquake detection and seismic phase picking

Earthquake detection and seismic phase picking play a crucial role in the travel-time estimation of P and S waves, which is an important step in locating the hypocenter of an event. The phase-arrival time is usually picked manually. However, its capacity is restricted by available resources and time...

Full description

Bibliographic Details
Main Authors: Wei Li, Megha Chakraborty, Darius Fenner, Johannes Faber, Kai Zhou, Georg Rümpker, Horst Stöcker, Nishtha Srivastava
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-11-01
Series:Frontiers in Earth Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2022.953007/full