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Regional Seismic Information Entropy to Detect Earthquake Activation Precursors

A method is presented to detect earthquake precursors from time series data on earthquakes in a target region. The Regional Entropy of Seismic Information (RESI) is an index that represents the average influence of an earthquake in a target region on the diversity of clusters to which earthquake foc...

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Autor principal: Ohsawa, Yukio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512422/
https://www.ncbi.nlm.nih.gov/pubmed/33266585
http://dx.doi.org/10.3390/e20110861
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author Ohsawa, Yukio
author_facet Ohsawa, Yukio
author_sort Ohsawa, Yukio
collection PubMed
description A method is presented to detect earthquake precursors from time series data on earthquakes in a target region. The Regional Entropy of Seismic Information (RESI) is an index that represents the average influence of an earthquake in a target region on the diversity of clusters to which earthquake foci are distributed. Based on a simple qualitative model of the dynamics of land crust, it is hypothesized that the saturation that occurs after an increase in RESI precedes the activation of earthquakes. This hypothesis is validated by the earthquake catalog. This temporal change was found to correlate with the activation of earthquakes in Japanese regions one to two years ahead of the real activation, more reliably than the compared baseline methods.
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spelling pubmed-75124222020-11-09 Regional Seismic Information Entropy to Detect Earthquake Activation Precursors Ohsawa, Yukio Entropy (Basel) Article A method is presented to detect earthquake precursors from time series data on earthquakes in a target region. The Regional Entropy of Seismic Information (RESI) is an index that represents the average influence of an earthquake in a target region on the diversity of clusters to which earthquake foci are distributed. Based on a simple qualitative model of the dynamics of land crust, it is hypothesized that the saturation that occurs after an increase in RESI precedes the activation of earthquakes. This hypothesis is validated by the earthquake catalog. This temporal change was found to correlate with the activation of earthquakes in Japanese regions one to two years ahead of the real activation, more reliably than the compared baseline methods. MDPI 2018-11-08 /pmc/articles/PMC7512422/ /pubmed/33266585 http://dx.doi.org/10.3390/e20110861 Text en © 2018 by the author. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ohsawa, Yukio
Regional Seismic Information Entropy to Detect Earthquake Activation Precursors
title Regional Seismic Information Entropy to Detect Earthquake Activation Precursors
title_full Regional Seismic Information Entropy to Detect Earthquake Activation Precursors
title_fullStr Regional Seismic Information Entropy to Detect Earthquake Activation Precursors
title_full_unstemmed Regional Seismic Information Entropy to Detect Earthquake Activation Precursors
title_short Regional Seismic Information Entropy to Detect Earthquake Activation Precursors
title_sort regional seismic information entropy to detect earthquake activation precursors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512422/
https://www.ncbi.nlm.nih.gov/pubmed/33266585
http://dx.doi.org/10.3390/e20110861
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