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Earthquake transformer—an attentive deep-learning model for simultaneous earthquake detection and phase picking

Earthquake signal detection and seismic phase picking are challenging tasks in the processing of noisy data and the monitoring of microearthquakes. Here we present a global deep-learning model for simultaneous earthquake detection and phase picking. Performing these two related tasks in tandem impro...

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Bibliografiske detaljer
Udgivet i:Nat Commun
Main Authors: Mousavi, S. Mostafa, Ellsworth, William L., Zhu, Weiqiang, Chuang, Lindsay Y., Beroza, Gregory C.
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7415159/
https://ncbi.nlm.nih.gov/pubmed/32770023
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-020-17591-w
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