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Steinmann, René, Seydoux, Léonard, Beaucé, Éric, Campillo, Michel (2022) Hierarchical Exploration of Continuous Seismograms With Unsupervised Learning. Journal of Geophysical Research: Solid Earth, 127 (1) doi:10.1029/2021jb022455

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Reference TypeJournal (article/letter/editorial)
TitleHierarchical Exploration of Continuous Seismograms With Unsupervised Learning
JournalJournal of Geophysical Research: Solid Earth
AuthorsSteinmann, RenéAuthor
Seydoux, LéonardAuthor
Beaucé, ÉricAuthor
Campillo, MichelAuthor
Year2022 (January)Volume127
Issue1
PublisherAmerican Geophysical Union (AGU)
DOIdoi:10.1029/2021jb022455Search in ResearchGate
Generate Citation Formats
Mindat Ref. ID13858086Long-form Identifiermindat:1:5:13858086:7
GUID0
Full ReferenceSteinmann, René, Seydoux, Léonard, Beaucé, Éric, Campillo, Michel (2022) Hierarchical Exploration of Continuous Seismograms With Unsupervised Learning. Journal of Geophysical Research: Solid Earth, 127 (1) doi:10.1029/2021jb022455
Plain TextSteinmann, René, Seydoux, Léonard, Beaucé, Éric, Campillo, Michel (2022) Hierarchical Exploration of Continuous Seismograms With Unsupervised Learning. Journal of Geophysical Research: Solid Earth, 127 (1) doi:10.1029/2021jb022455
In(2022, January) Journal of Geophysical Research: Solid Earth Vol. 127 (1) American Geophysical Union (AGU)

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Steinmann, René, Seydoux, Léonard, Journeau, Cyril, Shapiro, Nikolai M., Campillo, Michel (2024) Machine Learning Analysis of Seismograms Reveals a Continuous Plumbing System Evolution Beneath the Klyuchevskoy Volcano in Kamchatka, Russia. Journal of Geophysical Research: Solid Earth, 129 (3) doi:10.1029/2023jb027167
Steinmann, René, Seydoux, Léonard, Campillo, Michel (2022) AI‐Based Unmixing of Medium and Source Signatures From Seismograms: Ground Freezing Patterns. Geophysical Research Letters, 49 (15) doi:10.1029/2022gl098854
Shi, Peidong, Seydoux, Léonard, Poli, Piero (2021) Unsupervised Learning of Seismic Wavefield Features: Clustering Continuous Array Seismic Data During the 2009 L'Aquila Earthquake. Journal of Geophysical Research: Solid Earth, 126 (1) doi:10.1029/2020jb020506
Beaucé, Eric, van der Hilst, Robert D., Campillo, Michel (2022) Microseismic Constraints on the Mechanical State of the North Anatolian Fault Zone 13 Years After the 1999 M7.4 Izmit Earthquake. Journal of Geophysical Research: Solid Earth, 127 (9) doi:10.1029/2022jb024416
Beaucé, Eric, Frank, William B., Paul, Anne, Campillo, Michel, Hilst, Robert D. (2019) Systematic Detection of Clustered Seismicity Beneath the Southwestern Alps. Journal of Geophysical Research: Solid Earth, 124 (11) 11531-11548 doi:10.1029/2019jb018110
Campillo, Michel, Paul, Anne (1992) Influence of the lower crustal structure on the early coda of regional seismograms. Journal of Geophysical Research: Solid Earth, 97. 3405-3416 doi:10.1029/91jb02714
Beaucé, Eric, Frank, William B., Seydoux, Léonard, Poli, Piero, Groebner, Nathan, van der Hilst, Robert D., Campillo, Michel (2024) BPMF: A Backprojection and Matched-Filtering Workflow for Automated Earthquake Detection and Location. Seismological Research Letters, 95 (2) 1030-1042 doi:10.1785/0220230230
Giammarinaro, Bruno, Tsarsitalidou, Christina, Hillers, Gregor, de Rosny, Julien, Seydoux, Léonard, Catheline, Stefan, Campillo, Michel, Roux, Philippe (2022) Seismic surface wave focal spot imaging: numerical resolution experiments. Geophysical Journal International, 232 (1) 201-222 doi:10.1093/gji/ggac247
Aden‐Antoniów, F., Frank, W. B., Seydoux, L. (2022) An Adaptable Random Forest Model for the Declustering of Earthquake Catalogs. Journal of Geophysical Research: Solid Earth, 127 (2) doi:10.1029/2021jb023254
Campillo, Michel, Feignier, Bruno, Bouchon, Michel, Béthoux, Nicole (1993) Attenuation of crustal waves across the Alpine Range. Journal of Geophysical Research: Solid Earth, 98. 1987-1996 doi:10.1029/92jb02357
Moreau, Ludovic, Seydoux, Léonard, Weiss, Jérôme, Campillo, Michel (2023) Analysis of microseismicity in sea ice with deep learning and Bayesian inference: application to high-resolution thickness monitoring. The Cryosphere, 17 (3) 1327-1341 doi:10.5194/tc-17-1327-2023
 
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