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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...

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Autores principales: Pasten, Denisse, Vogel, Eugenio E., Saravia, Gonzalo, Posadas, Antonio, Sotolongo, Oscar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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