Automatic precursor recognition and real-time forecasting of sudden explosive volcanic eruptions at Whakaari, New Zealand

In this study, the authors investigate the predictability of sudden eruptions, motivated by the 2019 eruption at Whakaari (White Island), New Zealand. The paper proposes a machine learning approach that is able to identify eruption precursors in data streaming from a single seismic station at Whakaa...

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Bibliographic Details
Published in:Nature Communications
Main Authors: D. E. Dempsey, S. J. Cronin, S. Mei, A. W. Kempa-Liehr
Format: Article in Journal/Newspaper
Language:English
Published: Nature Portfolio 2020
Subjects:
Science
Q
New Zealand
White Island
Online Access:https://doi.org/10.1038/s41467-020-17375-2
https://doaj.org/article/9a10873129be47a1b81e8531c5177be5
Description
Summary:In this study, the authors investigate the predictability of sudden eruptions, motivated by the 2019 eruption at Whakaari (White Island), New Zealand. The paper proposes a machine learning approach that is able to identify eruption precursors in data streaming from a single seismic station at Whakaari.

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