Large-scale demonstration of machine learning for the detection of volcanic deformation in Sentinel-1 satellite imagery

Radar (SAR) satellites systematically acquire imagery that can be used for volcano monitoring, characterising magmatic systems and potentially forecasting eruptions on a global scale. However, exploiting the large dataset is limited by the need for manual inspection, meaning timely dissemination of...

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Detalles Bibliográficos
Autores principales: Biggs, Juliet, Anantrasirichai, Nantheera, Albino, Fabien, Lazecky, Milan, Maghsoudi, Yasser
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9633547/
https://www.ncbi.nlm.nih.gov/pubmed/36345313
http://dx.doi.org/10.1007/s00445-022-01608-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9633547/
https://www.ncbi.nlm.nih.gov/pubmed/36345313
http://dx.doi.org/10.1007/s00445-022-01608-x

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