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Source time functions of earthquakes based on a stochastic differential equation
Source time functions are essential observable quantities in seismology; they have been investigated via kinematic inversion analyses and compiled into databases. Given the numerous available results, some empirical laws on source time functions have been established, even though they are complicate...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8913777/ https://www.ncbi.nlm.nih.gov/pubmed/35273254 http://dx.doi.org/10.1038/s41598-022-07873-2 |
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author | Hirano, Shiro |
author_facet | Hirano, Shiro |
author_sort | Hirano, Shiro |
collection | PubMed |
description | Source time functions are essential observable quantities in seismology; they have been investigated via kinematic inversion analyses and compiled into databases. Given the numerous available results, some empirical laws on source time functions have been established, even though they are complicated and fluctuated time series. Theoretically, stochastic differential equations, including a random variable and white noise, are suitable for modeling complicated phenomena. In this study, we model source time functions as the convolution of two stochastic processes (known as Bessel processes). We mathematically and numerically demonstrate that this convolution satisfies some of the empirical laws of source time functions, including non-negativity, finite duration, unimodality, a growth rate proportional to [Formula: see text] , [Formula: see text] -type spectra, and frequency distribution (i.e., the Gutenberg–Richter law). We interpret this convolution and speculate that the stress drop rate and fault impedance follow the same Bessel process. |
format | Online Article Text |
id | pubmed-8913777 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-89137772022-03-14 Source time functions of earthquakes based on a stochastic differential equation Hirano, Shiro Sci Rep Article Source time functions are essential observable quantities in seismology; they have been investigated via kinematic inversion analyses and compiled into databases. Given the numerous available results, some empirical laws on source time functions have been established, even though they are complicated and fluctuated time series. Theoretically, stochastic differential equations, including a random variable and white noise, are suitable for modeling complicated phenomena. In this study, we model source time functions as the convolution of two stochastic processes (known as Bessel processes). We mathematically and numerically demonstrate that this convolution satisfies some of the empirical laws of source time functions, including non-negativity, finite duration, unimodality, a growth rate proportional to [Formula: see text] , [Formula: see text] -type spectra, and frequency distribution (i.e., the Gutenberg–Richter law). We interpret this convolution and speculate that the stress drop rate and fault impedance follow the same Bessel process. Nature Publishing Group UK 2022-03-10 /pmc/articles/PMC8913777/ /pubmed/35273254 http://dx.doi.org/10.1038/s41598-022-07873-2 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Hirano, Shiro Source time functions of earthquakes based on a stochastic differential equation |
title | Source time functions of earthquakes based on a stochastic differential equation |
title_full | Source time functions of earthquakes based on a stochastic differential equation |
title_fullStr | Source time functions of earthquakes based on a stochastic differential equation |
title_full_unstemmed | Source time functions of earthquakes based on a stochastic differential equation |
title_short | Source time functions of earthquakes based on a stochastic differential equation |
title_sort | source time functions of earthquakes based on a stochastic differential equation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8913777/ https://www.ncbi.nlm.nih.gov/pubmed/35273254 http://dx.doi.org/10.1038/s41598-022-07873-2 |
work_keys_str_mv | AT hiranoshiro sourcetimefunctionsofearthquakesbasedonastochasticdifferentialequation |