Global Nuclear Explosion Discrimination Using a Convolutional Neural Network

Abstract Using P‐wave seismograms, we trained a seismic source classifier using a Convolutional Neural Network. We trained for three classes: earthquake P‐wave, underground nuclear explosion (UNE) P‐wave, and noise. With the current absence of nuclear testing by countries that have signed the Compre...

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Bibliographic Details
Main Authors: Louisa Barama, Jesse Williams, Andrew V. Newman, Zhigang Peng
Format: Article
Language:English
Published: Wiley 2023-09-01
Series:Geophysical Research Letters
Subjects:
Online Access:https://doi.org/10.1029/2022GL101528