Volcanic Ash Classification Through Machine Learning

Volcanic Ash Classification Through Machine Learning

Abstract Volcanic ash provides information that can help understanding the evolution of volcanic activity during the early stages of a crisis and possible transitions toward different eruptive styles. Ash consists of particles from a range of origins within the volcanic system and its analysis can b...

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Bibliographic Details
Main Authors: Damià Benet, Fidel Costa, Christina Widiwijayanti
Format: Article
Language:English
Published: Wiley 2024-03-01
Series:Geochemistry, Geophysics, Geosystems
Subjects:
volcanic ash classification
machine learning
XGBoost
vision transformer
interpretable AI
SHAP
Online Access:https://doi.org/10.1029/2023GC011224

Internet

https://doi.org/10.1029/2023GC011224

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