Analyzing seismic data in a timely manner is essential for potential eruption forecasting and early warning in volcanology. Here, we demonstrate that unsupervised machine learning methods can automatically uncover hidden details from the continuous ...
Zahra Zali +4 more
doaj +2 more sources
Forecasting Volcanic Eruptions: Beyond the Failure Forecast Method [PDF]
Volcano-tectonic seismicity and ground movement are the most reliable precursors to eruptions after extended intervals of repose, as well as to flank eruptions from frequently active volcanoes. Their behavior is consistent with elastic-brittle failure of the crust before a new pathway is opened to allow magma ascent.
Christopher R. J. Kilburn
openalex +4 more sources
Real‐time eruption forecasting using the material Failure Forecast Method with a Bayesian approach
A. Boué +4 more
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Probabilistic eruption forecasting and the call for an evacuation [PDF]
One of the most critical practical actions to reduce volcanic risk is the evacuation of people from threatened areas during volcanic unrest. Despite its importance, this decision is usually arrived at subjectively by a few individuals, with little quantitative decision support.
Warner Marzocchi, Gordon Woo
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The flare likelihood and region eruption forecasting (FLARECAST) project: flare forecasting in the big data & machine learning era [PDF]
The European Union funded the FLARECAST project, that ran from January 2015 until February 2018. FLARECAST had a research-to-operations (R2O) focus, and accordingly introduced several innovations into the discipline of solar flare forecasting.
M. Georgoulis +27 more
semanticscholar +1 more source
Coronary Imaging Modalities for Forecasting the “Eruption of the Volcano”
Nobuaki Suzuki, Ken Kozuma
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A Dynamic Extreme Value Model with Application to Volcanic Eruption Forecasting [PDF]
Extreme events such as natural and economic disasters leave lasting impacts on society and motivate the analysis of extremes from data. While classical statistical tools based on Gaussian distributions focus on average behaviour and can lead to ...
Michele Nguyen +4 more
semanticscholar +1 more source
Volcanic soil gas 4He/CO2 ratio: a useful geochemical tool for real-time eruption forecasting. [PDF]
Pérez NM +8 more
europepmc +3 more sources
FORMALIZED TECHNIQUE OF BEZYMIANNY VOLCANO (KAMCHATKA) ERUPTION FORECASTING BASED ON THE STATISTICAL ESTIMATION OF SEISMICITY LEVEL [PDF]
V. Saltykov
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Evaluation of short-term probabilistic eruption forecasting at Whakaari, New Zealand
Phreatic explosions at volcanoes are difficult to forecast but can be locally devastating, as illustrated by the deadly 2019 Whakaari (New Zealand) eruption.
D. Dempsey +7 more
semanticscholar +1 more source

