Cargando…

Enhancement of extreme events through the Allee effect and its mitigation through noise in a three species system

We consider the dynamics of a three-species system incorporating the Allee Effect, focussing on its influence on the emergence of extreme events in the system. First we find that under Allee effect the regular periodic dynamics changes to chaotic. Further, we find that the system exhibits unbounded...

Descripción completa

Detalles Bibliográficos
Autores principales: Sen, Deeptajyoti, Sinha, Sudeshna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8536769/
https://www.ncbi.nlm.nih.gov/pubmed/34686706
http://dx.doi.org/10.1038/s41598-021-00174-0
_version_ 1784588093056090112
author Sen, Deeptajyoti
Sinha, Sudeshna
author_facet Sen, Deeptajyoti
Sinha, Sudeshna
author_sort Sen, Deeptajyoti
collection PubMed
description We consider the dynamics of a three-species system incorporating the Allee Effect, focussing on its influence on the emergence of extreme events in the system. First we find that under Allee effect the regular periodic dynamics changes to chaotic. Further, we find that the system exhibits unbounded growth in the vegetation population after a critical value of the Allee parameter. The most significant finding is the observation of a critical Allee parameter beyond which the probability of obtaining extreme events becomes non-zero for all three population densities. Though the emergence of extreme events in the predator population is not affected much by the Allee effect, the prey population shows a sharp increase in the probability of obtaining extreme events after a threshold value of the Allee parameter, and the vegetation population also yields extreme events for sufficiently strong Allee effect. Lastly we consider the influence of additive noise on extreme events. First, we find that noise tames the unbounded vegetation growth induced by Allee effect. More interestingly, we demonstrate that stochasticity drastically diminishes the probability of extreme events in all three populations. In fact for sufficiently high noise, we do not observe any more extreme events in the system. This suggests that noise can mitigate extreme events, and has potentially important bearing on the observability of extreme events in naturally occurring systems.
format Online
Article
Text
id pubmed-8536769
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-85367692021-10-25 Enhancement of extreme events through the Allee effect and its mitigation through noise in a three species system Sen, Deeptajyoti Sinha, Sudeshna Sci Rep Article We consider the dynamics of a three-species system incorporating the Allee Effect, focussing on its influence on the emergence of extreme events in the system. First we find that under Allee effect the regular periodic dynamics changes to chaotic. Further, we find that the system exhibits unbounded growth in the vegetation population after a critical value of the Allee parameter. The most significant finding is the observation of a critical Allee parameter beyond which the probability of obtaining extreme events becomes non-zero for all three population densities. Though the emergence of extreme events in the predator population is not affected much by the Allee effect, the prey population shows a sharp increase in the probability of obtaining extreme events after a threshold value of the Allee parameter, and the vegetation population also yields extreme events for sufficiently strong Allee effect. Lastly we consider the influence of additive noise on extreme events. First, we find that noise tames the unbounded vegetation growth induced by Allee effect. More interestingly, we demonstrate that stochasticity drastically diminishes the probability of extreme events in all three populations. In fact for sufficiently high noise, we do not observe any more extreme events in the system. This suggests that noise can mitigate extreme events, and has potentially important bearing on the observability of extreme events in naturally occurring systems. Nature Publishing Group UK 2021-10-22 /pmc/articles/PMC8536769/ /pubmed/34686706 http://dx.doi.org/10.1038/s41598-021-00174-0 Text en © The Author(s) 2021 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
Sen, Deeptajyoti
Sinha, Sudeshna
Enhancement of extreme events through the Allee effect and its mitigation through noise in a three species system
title Enhancement of extreme events through the Allee effect and its mitigation through noise in a three species system
title_full Enhancement of extreme events through the Allee effect and its mitigation through noise in a three species system
title_fullStr Enhancement of extreme events through the Allee effect and its mitigation through noise in a three species system
title_full_unstemmed Enhancement of extreme events through the Allee effect and its mitigation through noise in a three species system
title_short Enhancement of extreme events through the Allee effect and its mitigation through noise in a three species system
title_sort enhancement of extreme events through the allee effect and its mitigation through noise in a three species system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8536769/
https://www.ncbi.nlm.nih.gov/pubmed/34686706
http://dx.doi.org/10.1038/s41598-021-00174-0
work_keys_str_mv AT sendeeptajyoti enhancementofextremeeventsthroughthealleeeffectanditsmitigationthroughnoiseinathreespeciessystem
AT sinhasudeshna enhancementofextremeeventsthroughthealleeeffectanditsmitigationthroughnoiseinathreespeciessystem