Clustering earthquake signals and background noises in continuous seismic data with unsupervised deep learning

• Published in: Nature Communications
• Main Authors: Seydoux, Léonard, Balestriero, Randall, Poli, Piero, Hoop, Maarten de, Campillo, Michel, Baraniuk, Richard
• Language: unknown
• Published: 2023
• Subjects: 59 BASIC BIOLOGICAL SCIENCES; Greenland; Nuugaatsiaq
• Online Access: http://www.osti.gov/servlets/purl/1845148; https://www.osti.gov/biblio/1845148; https://doi.org/10.1038/s41467-020-17841-x

<jats:title>Abstract</jats:title><jats:p>The continuously growing amount of seismic data collected worldwide is outpacing our abilities for analysis, since to date, such datasets have been analyzed in a human-expert-intensive, supervised fashion. Moreover, analyses that are conduct...