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A comparative approach to stabilizing mechanisms between discrete- and continuous-time consumer-resource models
There is rich literature on using continuous-time and discrete-time models for studying population dynamics of consumer-resource interactions. A key focus of this contribution is to systematically compare between the two modeling formalisms the stabilizing/destabilizing impacts of diverse ecological...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Public Library of Science
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9004756/ https://www.ncbi.nlm.nih.gov/pubmed/35413067 http://dx.doi.org/10.1371/journal.pone.0265825 |
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author | Singh, Abhyudai |
author_facet | Singh, Abhyudai |
author_sort | Singh, Abhyudai |
collection | PubMed |
description | There is rich literature on using continuous-time and discrete-time models for studying population dynamics of consumer-resource interactions. A key focus of this contribution is to systematically compare between the two modeling formalisms the stabilizing/destabilizing impacts of diverse ecological processes that result in a density-dependent consumer attack rate. Inspired by the Nicholson-Bailey/Lotka-Volterra models in discrete-time/continuous-time, respectively, we consider host-parasitoid interactions with an arbitrary parasitoid attack rate that is a function of both the host/parasitoid population densities. Our analysis shows that a Type II functional response is stabilizing in both modeling frameworks only when combined with other mechanisms, such as mutual interference between parasitoids. A Type III functional response is by itself stabilizing, but the extent of attack-rate acceleration needed is much higher in the discrete-time framework, and its stability regime expands with increasing host reproduction. Finally, our results show that while mutual parasitoid interference can stabilize population dynamics, cooperation between parasitoids to handle hosts is destabilizing in both frameworks. In summary, our comparative analysis systematically characterizes diverse ecological processes driving stable population dynamics in discrete-time and continuous-time consumer-resource models. |
format | Online Article Text |
id | pubmed-9004756 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-90047562022-04-13 A comparative approach to stabilizing mechanisms between discrete- and continuous-time consumer-resource models Singh, Abhyudai PLoS One Research Article There is rich literature on using continuous-time and discrete-time models for studying population dynamics of consumer-resource interactions. A key focus of this contribution is to systematically compare between the two modeling formalisms the stabilizing/destabilizing impacts of diverse ecological processes that result in a density-dependent consumer attack rate. Inspired by the Nicholson-Bailey/Lotka-Volterra models in discrete-time/continuous-time, respectively, we consider host-parasitoid interactions with an arbitrary parasitoid attack rate that is a function of both the host/parasitoid population densities. Our analysis shows that a Type II functional response is stabilizing in both modeling frameworks only when combined with other mechanisms, such as mutual interference between parasitoids. A Type III functional response is by itself stabilizing, but the extent of attack-rate acceleration needed is much higher in the discrete-time framework, and its stability regime expands with increasing host reproduction. Finally, our results show that while mutual parasitoid interference can stabilize population dynamics, cooperation between parasitoids to handle hosts is destabilizing in both frameworks. In summary, our comparative analysis systematically characterizes diverse ecological processes driving stable population dynamics in discrete-time and continuous-time consumer-resource models. Public Library of Science 2022-04-12 /pmc/articles/PMC9004756/ /pubmed/35413067 http://dx.doi.org/10.1371/journal.pone.0265825 Text en © 2022 Abhyudai Singh https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Singh, Abhyudai A comparative approach to stabilizing mechanisms between discrete- and continuous-time consumer-resource models |
title | A comparative approach to stabilizing mechanisms between discrete- and continuous-time consumer-resource models |
title_full | A comparative approach to stabilizing mechanisms between discrete- and continuous-time consumer-resource models |
title_fullStr | A comparative approach to stabilizing mechanisms between discrete- and continuous-time consumer-resource models |
title_full_unstemmed | A comparative approach to stabilizing mechanisms between discrete- and continuous-time consumer-resource models |
title_short | A comparative approach to stabilizing mechanisms between discrete- and continuous-time consumer-resource models |
title_sort | comparative approach to stabilizing mechanisms between discrete- and continuous-time consumer-resource models |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9004756/ https://www.ncbi.nlm.nih.gov/pubmed/35413067 http://dx.doi.org/10.1371/journal.pone.0265825 |
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