2021
DOI: 10.1002/essoar.10508897.1
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Pumice Raft Detection Using Machine-Learning on Multispectral Satellite Imagery

Abstract: Most of Earth's volcanic eruptions occur underwater, and these submarine eruptions can significantly impact large-scale Earth systems (e.g., enhancing local primary production by phytoplankton). However, detecting submarine eruptions is challenging due to their remote locations, short eruption durations, lack of sea surface signature (if eruptions do not breach the surface), and the transient nature of the surface manifestations of an eruption (e.g., floating pumice clasts, hydrothermal fluids). We can utilize… Show more

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