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Updated: Aug 25, 2025

Data Processing Methods for 3D Seismic Imaging of Subsurface Volcanoes: Applications to the Tarim Flood Basalt
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AI-Based Unmixing of Medium and Source Signatures From Seismograms: Ground Freezing Patterns

René Steinmann1, Léonard Seydoux1,2, Michel Campillo1

  • 1ISTerre Équipe Ondes et Structures Université Grenoble-Alpes UMR CNRS 5375 Gières France.

Geophysical Research Letters
|October 17, 2022
PubMed
Summary

Artificial intelligence (AI) helps detect ground frost effects on seismic data. This method tracks continuous medium changes using seismograms, revealing hidden patterns in noisy urban environments.

Keywords:
artificial intellegenceblind source separationseismologytime series analysisunsupervised learning

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