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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2018
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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. |
format | Online Article Text |
id | pubmed-7512422 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT ohsawayukio regionalseismicinformationentropytodetectearthquakeactivationprecursors |