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In search of COVID-19 transmission through an infected prey
This paper considers a nonlinear dynamical model of an ecosystem, which has been established through combining the classical Lotka–Volterra model with the classic SIR model. This nonlinear system consists of a generalist predator that subsists on two prey species in which disease is becoming endemic...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8926106/ https://www.ncbi.nlm.nih.gov/pubmed/35313623 http://dx.doi.org/10.1140/epjs/s11734-022-00429-5 |
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author | Natiq, Hayder Saha, Asit |
author_facet | Natiq, Hayder Saha, Asit |
author_sort | Natiq, Hayder |
collection | PubMed |
description | This paper considers a nonlinear dynamical model of an ecosystem, which has been established through combining the classical Lotka–Volterra model with the classic SIR model. This nonlinear system consists of a generalist predator that subsists on two prey species in which disease is becoming endemic in one of them. The dynamical analysis methods prove that the system has a chaotic attractor and extreme multistability behavior, where there are infinitely many attractors that coexist under certain conditions. The occurrence of extreme multistability demonstrates the high sensitivity of the system for the initial conditions, which means that tiny changes in the original prey species could enlarge and be widespread, and that could confirm through studying the complexity of the time series of the system’s variables. Simulation results of the sample entropy algorithm show that the changes in the system’s variables expand over time. It is reasonable now to consider the endemic in the prey species of the system could evolve to be pandemic such as COVID-19. Consequently, our results could provide a foresight about the unpredictability of the COVID-19 outbreak in its original host species as well as after the transmission to other species such as humans. |
format | Online Article Text |
id | pubmed-8926106 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-89261062022-03-17 In search of COVID-19 transmission through an infected prey Natiq, Hayder Saha, Asit Eur Phys J Spec Top Regular Article This paper considers a nonlinear dynamical model of an ecosystem, which has been established through combining the classical Lotka–Volterra model with the classic SIR model. This nonlinear system consists of a generalist predator that subsists on two prey species in which disease is becoming endemic in one of them. The dynamical analysis methods prove that the system has a chaotic attractor and extreme multistability behavior, where there are infinitely many attractors that coexist under certain conditions. The occurrence of extreme multistability demonstrates the high sensitivity of the system for the initial conditions, which means that tiny changes in the original prey species could enlarge and be widespread, and that could confirm through studying the complexity of the time series of the system’s variables. Simulation results of the sample entropy algorithm show that the changes in the system’s variables expand over time. It is reasonable now to consider the endemic in the prey species of the system could evolve to be pandemic such as COVID-19. Consequently, our results could provide a foresight about the unpredictability of the COVID-19 outbreak in its original host species as well as after the transmission to other species such as humans. Springer Berlin Heidelberg 2022-03-16 2022 /pmc/articles/PMC8926106/ /pubmed/35313623 http://dx.doi.org/10.1140/epjs/s11734-022-00429-5 Text en © The Author(s), under exclusive licence to EDP Sciences, Springer-Verlag GmbH Germany, part of Springer Nature 2022 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Regular Article Natiq, Hayder Saha, Asit In search of COVID-19 transmission through an infected prey |
title | In search of COVID-19 transmission through an infected prey |
title_full | In search of COVID-19 transmission through an infected prey |
title_fullStr | In search of COVID-19 transmission through an infected prey |
title_full_unstemmed | In search of COVID-19 transmission through an infected prey |
title_short | In search of COVID-19 transmission through an infected prey |
title_sort | in search of covid-19 transmission through an infected prey |
topic | Regular Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8926106/ https://www.ncbi.nlm.nih.gov/pubmed/35313623 http://dx.doi.org/10.1140/epjs/s11734-022-00429-5 |
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