Earth System Science Data
Earth System Science Data
Earth System Science Data
Articles | Volume 18, issue 1
Articles | Volume 18, issue 1
https://doi.org/10.5194/essd-18-1-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-18-1-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 18, issue 1
Data description article
 | 
05 Jan 2026
Data description article |  | 05 Jan 2026

Seismicity catalogue of the entire Chilean margin (18 to 56° S) from an automated approach

Martin Riedel-Hornig, Christian Sippl, Andrés Tassara, Sergio Ruiz, Bertrand Potin, and Jorge Puente

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Latest update: 17 Oct 2026
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Short summary
Seismic networks produce large volumes of data, that are hard to process through traditional methods. Here we create an automatic workflow using machine and deep learning techniques to process five years of data in the western coast of South America. This allows us to detect smaller earthquakes than before, creating a catalogue of seismicity that contains far more events than other regional catalogues.
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