Unsupervised Anomaly Detection for Volcanic Deformation in InSAR Imagery

Unsupervised Anomaly Detection for Volcanic Deformation in InSAR Imagery

Abstract Satellite‐based Interferometric Synthetic Aperture Radar (InSAR) images have the potential to detect volcanic deformation prior to eruptions, but while a vast number of images are routinely acquired, only a small percentage contain volcanic deformation events. Manual inspection could miss t...

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Bibliographic Details
Main Authors: Robert Popescu, Nantheera Anantrasirichai, Juliet Biggs
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2025-06-01
Series:Earth and Space Science
Subjects:
InSAR
anomaly detection
unsupervised learning
ground deformation
Online Access:https://doi.org/10.1029/2024EA003892
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