Cargando…
Impact of environmental colored noise in single-species population dynamics
Variability on external conditions has important consequences for the dynamics and the organization of biological systems. In many cases, the characteristic timescale of environmental changes as well as their correlations play a fundamental role in the way living systems adapt and respond to it. A p...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Physical Society
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7217512/ https://www.ncbi.nlm.nih.gov/pubmed/29347568 http://dx.doi.org/10.1103/PhysRevE.96.042301 |
_version_ | 1783532614517260288 |
---|---|
author | Spanio, Tommaso Hidalgo, Jorge Muñoz, Miguel A. |
author_facet | Spanio, Tommaso Hidalgo, Jorge Muñoz, Miguel A. |
author_sort | Spanio, Tommaso |
collection | PubMed |
description | Variability on external conditions has important consequences for the dynamics and the organization of biological systems. In many cases, the characteristic timescale of environmental changes as well as their correlations play a fundamental role in the way living systems adapt and respond to it. A proper mathematical approach to understand population dynamics, thus, requires approaches more refined than, e.g., simple white-noise approximations. To shed further light onto this problem, in this paper we propose a unifying framework based on different analytical and numerical tools available to deal with “colored” environmental noise. In particular, we employ a “unified colored noise approximation” to map the original problem into an effective one with white noise, and then we apply a standard path integral approach to gain analytical understanding. For the sake of specificity, we present our approach using as a guideline a variation of the contact process—which can also be seen as a birth-death process of the Malthus-Verhulst class—where the propagation or birth rate varies stochastically in time. Our approach allows us to tackle in a systematic manner some of the relevant questions concerning population dynamics under environmental variability, such as determining the stationary population density, establishing the conditions under which a population may become extinct, and estimating extinction times. We focus on the emerging phase diagram and its possible phase transitions, underlying how these are affected by the presence of environmental noise time-correlations. |
format | Online Article Text |
id | pubmed-7217512 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | American Physical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-72175122020-05-13 Impact of environmental colored noise in single-species population dynamics Spanio, Tommaso Hidalgo, Jorge Muñoz, Miguel A. Phys Rev E Articles Variability on external conditions has important consequences for the dynamics and the organization of biological systems. In many cases, the characteristic timescale of environmental changes as well as their correlations play a fundamental role in the way living systems adapt and respond to it. A proper mathematical approach to understand population dynamics, thus, requires approaches more refined than, e.g., simple white-noise approximations. To shed further light onto this problem, in this paper we propose a unifying framework based on different analytical and numerical tools available to deal with “colored” environmental noise. In particular, we employ a “unified colored noise approximation” to map the original problem into an effective one with white noise, and then we apply a standard path integral approach to gain analytical understanding. For the sake of specificity, we present our approach using as a guideline a variation of the contact process—which can also be seen as a birth-death process of the Malthus-Verhulst class—where the propagation or birth rate varies stochastically in time. Our approach allows us to tackle in a systematic manner some of the relevant questions concerning population dynamics under environmental variability, such as determining the stationary population density, establishing the conditions under which a population may become extinct, and estimating extinction times. We focus on the emerging phase diagram and its possible phase transitions, underlying how these are affected by the presence of environmental noise time-correlations. American Physical Society 2017-10 2017-10-02 /pmc/articles/PMC7217512/ /pubmed/29347568 http://dx.doi.org/10.1103/PhysRevE.96.042301 Text en ©2017 American Physical Society This article is made available via the PMC Open Access Subset for unrestricted re-use and analyses in any form or by any means with acknowledgement of the original source. |
spellingShingle | Articles Spanio, Tommaso Hidalgo, Jorge Muñoz, Miguel A. Impact of environmental colored noise in single-species population dynamics |
title | Impact of environmental colored noise in single-species population dynamics |
title_full | Impact of environmental colored noise in single-species population dynamics |
title_fullStr | Impact of environmental colored noise in single-species population dynamics |
title_full_unstemmed | Impact of environmental colored noise in single-species population dynamics |
title_short | Impact of environmental colored noise in single-species population dynamics |
title_sort | impact of environmental colored noise in single-species population dynamics |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7217512/ https://www.ncbi.nlm.nih.gov/pubmed/29347568 http://dx.doi.org/10.1103/PhysRevE.96.042301 |
work_keys_str_mv | AT spaniotommaso impactofenvironmentalcolorednoiseinsinglespeciespopulationdynamics AT hidalgojorge impactofenvironmentalcolorednoiseinsinglespeciespopulationdynamics AT munozmiguela impactofenvironmentalcolorednoiseinsinglespeciespopulationdynamics |