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Tsallis Entropy and Mutability to Characterize Seismic Sequences: The Case of 2007–2014 Northern Chile Earthquakes
Seismic data have improved in quality and quantity over the past few decades, enabling better statistical analysis. Statistical physics has proposed new ways to deal with these data to focus the attention on specific matters. The present paper combines these two progressions to find indicators that...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10606754/ https://www.ncbi.nlm.nih.gov/pubmed/37895538 http://dx.doi.org/10.3390/e25101417 |
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author | Pasten, Denisse Vogel, Eugenio E. Saravia, Gonzalo Posadas, Antonio Sotolongo, Oscar |
author_facet | Pasten, Denisse Vogel, Eugenio E. Saravia, Gonzalo Posadas, Antonio Sotolongo, Oscar |
author_sort | Pasten, Denisse |
collection | PubMed |
description | Seismic data have improved in quality and quantity over the past few decades, enabling better statistical analysis. Statistical physics has proposed new ways to deal with these data to focus the attention on specific matters. The present paper combines these two progressions to find indicators that can help in the definition of areas where seismic risk is developing. Our data comes from the IPOC catalog for 2007 to 2014. It covers the intense seismic activity near Iquique in Northern Chile during March/April 2014. Centered in these hypocenters we concentrate on the rectangle [Formula: see text] and [Formula: see text] and deepness between 5 and 70 km, where the major earthquakes originate. The analysis was performed using two complementary techniques: Tsallis entropy and mutability (dynamical entropy). Two possible forecasting indicators emerge: (1) Tsallis entropy (mutability) increases (decreases) broadly about two years before the main [Formula: see text] earthquake. (2) Tsallis entropy (mutability) sharply decreases (increases) a few weeks before the [Formula: see text] earthquake. The first one is about energy accumulation, and the second one is because of energy relaxation in the parallelepiped of interest. We discuss the implications of these behaviors and project them for possible future studies. |
format | Online Article Text |
id | pubmed-10606754 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-106067542023-10-28 Tsallis Entropy and Mutability to Characterize Seismic Sequences: The Case of 2007–2014 Northern Chile Earthquakes Pasten, Denisse Vogel, Eugenio E. Saravia, Gonzalo Posadas, Antonio Sotolongo, Oscar Entropy (Basel) Article Seismic data have improved in quality and quantity over the past few decades, enabling better statistical analysis. Statistical physics has proposed new ways to deal with these data to focus the attention on specific matters. The present paper combines these two progressions to find indicators that can help in the definition of areas where seismic risk is developing. Our data comes from the IPOC catalog for 2007 to 2014. It covers the intense seismic activity near Iquique in Northern Chile during March/April 2014. Centered in these hypocenters we concentrate on the rectangle [Formula: see text] and [Formula: see text] and deepness between 5 and 70 km, where the major earthquakes originate. The analysis was performed using two complementary techniques: Tsallis entropy and mutability (dynamical entropy). Two possible forecasting indicators emerge: (1) Tsallis entropy (mutability) increases (decreases) broadly about two years before the main [Formula: see text] earthquake. (2) Tsallis entropy (mutability) sharply decreases (increases) a few weeks before the [Formula: see text] earthquake. The first one is about energy accumulation, and the second one is because of energy relaxation in the parallelepiped of interest. We discuss the implications of these behaviors and project them for possible future studies. MDPI 2023-10-05 /pmc/articles/PMC10606754/ /pubmed/37895538 http://dx.doi.org/10.3390/e25101417 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Pasten, Denisse Vogel, Eugenio E. Saravia, Gonzalo Posadas, Antonio Sotolongo, Oscar Tsallis Entropy and Mutability to Characterize Seismic Sequences: The Case of 2007–2014 Northern Chile Earthquakes |
title | Tsallis Entropy and Mutability to Characterize Seismic Sequences: The Case of 2007–2014 Northern Chile Earthquakes |
title_full | Tsallis Entropy and Mutability to Characterize Seismic Sequences: The Case of 2007–2014 Northern Chile Earthquakes |
title_fullStr | Tsallis Entropy and Mutability to Characterize Seismic Sequences: The Case of 2007–2014 Northern Chile Earthquakes |
title_full_unstemmed | Tsallis Entropy and Mutability to Characterize Seismic Sequences: The Case of 2007–2014 Northern Chile Earthquakes |
title_short | Tsallis Entropy and Mutability to Characterize Seismic Sequences: The Case of 2007–2014 Northern Chile Earthquakes |
title_sort | tsallis entropy and mutability to characterize seismic sequences: the case of 2007–2014 northern chile earthquakes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10606754/ https://www.ncbi.nlm.nih.gov/pubmed/37895538 http://dx.doi.org/10.3390/e25101417 |
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