A generalized deep learning model to detect and classify volcano seismicity

A generalized deep learning model to detect and classify volcano seismicity

Volcano seismicity is often detected and classified based on its spectral properties. However, the wide variety of volcano seismic signals and increasing amounts of data make accurate, consistent, and efficient detection and classification challenging. Machine learning (ML) has proven very effective...

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Bibliographic Details
Main Authors: David Fee, Darren Tan, John Lyons, Mariangela Sciotto, Andrea Cannata, Alicia Hotovec-Ellis, Társilo Girona, Aaron Wech, Diana Roman, Matthew Haney, Silvio De Angelis
Format: Article
Language:English
Published: Volcanica 2025-06-01
Series:Volcanica
Subjects:
volcano seismicity
machine learning
tremor
explosion
Online Access:https://jvolcanica.org/ojs/index.php/volcanica/article/view/349
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