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Quantifying the impact of ecological memory on the dynamics of interacting communities

Ecological memory refers to the influence of past events on the response of an ecosystem to exogenous or endogenous changes. Memory has been widely recognized as a key contributor to the dynamics of ecosystems and other complex systems, yet quantitative community models often ignore memory and its i...

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Autores principales: Khalighi, Moein, Sommeria-Klein, Guilhem, Gonze, Didier, Faust, Karoline, Lahti, Leo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9200327/
https://www.ncbi.nlm.nih.gov/pubmed/35658019
http://dx.doi.org/10.1371/journal.pcbi.1009396
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author Khalighi, Moein
Sommeria-Klein, Guilhem
Gonze, Didier
Faust, Karoline
Lahti, Leo
author_facet Khalighi, Moein
Sommeria-Klein, Guilhem
Gonze, Didier
Faust, Karoline
Lahti, Leo
author_sort Khalighi, Moein
collection PubMed
description Ecological memory refers to the influence of past events on the response of an ecosystem to exogenous or endogenous changes. Memory has been widely recognized as a key contributor to the dynamics of ecosystems and other complex systems, yet quantitative community models often ignore memory and its implications. Recent modeling studies have shown how interactions between community members can lead to the emergence of resilience and multistability under environmental perturbations. We demonstrate how memory can be introduced in such models using the framework of fractional calculus. We study how the dynamics of a well-characterized interaction model is affected by gradual increases in ecological memory under varying initial conditions, perturbations, and stochasticity. Our results highlight the implications of memory on several key aspects of community dynamics. In general, memory introduces inertia into the dynamics. This favors species coexistence under perturbation, enhances system resistance to state shifts, mitigates hysteresis, and can affect system resilience both ways depending on the time scale considered. Memory also promotes long transient dynamics, such as long-standing oscillations and delayed regime shifts, and contributes to the emergence and persistence of alternative stable states. Our study highlights the fundamental role of memory in communities, and provides quantitative tools to introduce it in ecological models and analyse its impact under varying conditions.
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spelling pubmed-92003272022-06-16 Quantifying the impact of ecological memory on the dynamics of interacting communities Khalighi, Moein Sommeria-Klein, Guilhem Gonze, Didier Faust, Karoline Lahti, Leo PLoS Comput Biol Research Article Ecological memory refers to the influence of past events on the response of an ecosystem to exogenous or endogenous changes. Memory has been widely recognized as a key contributor to the dynamics of ecosystems and other complex systems, yet quantitative community models often ignore memory and its implications. Recent modeling studies have shown how interactions between community members can lead to the emergence of resilience and multistability under environmental perturbations. We demonstrate how memory can be introduced in such models using the framework of fractional calculus. We study how the dynamics of a well-characterized interaction model is affected by gradual increases in ecological memory under varying initial conditions, perturbations, and stochasticity. Our results highlight the implications of memory on several key aspects of community dynamics. In general, memory introduces inertia into the dynamics. This favors species coexistence under perturbation, enhances system resistance to state shifts, mitigates hysteresis, and can affect system resilience both ways depending on the time scale considered. Memory also promotes long transient dynamics, such as long-standing oscillations and delayed regime shifts, and contributes to the emergence and persistence of alternative stable states. Our study highlights the fundamental role of memory in communities, and provides quantitative tools to introduce it in ecological models and analyse its impact under varying conditions. Public Library of Science 2022-06-03 /pmc/articles/PMC9200327/ /pubmed/35658019 http://dx.doi.org/10.1371/journal.pcbi.1009396 Text en © 2022 Khalighi et al 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
Khalighi, Moein
Sommeria-Klein, Guilhem
Gonze, Didier
Faust, Karoline
Lahti, Leo
Quantifying the impact of ecological memory on the dynamics of interacting communities
title Quantifying the impact of ecological memory on the dynamics of interacting communities
title_full Quantifying the impact of ecological memory on the dynamics of interacting communities
title_fullStr Quantifying the impact of ecological memory on the dynamics of interacting communities
title_full_unstemmed Quantifying the impact of ecological memory on the dynamics of interacting communities
title_short Quantifying the impact of ecological memory on the dynamics of interacting communities
title_sort quantifying the impact of ecological memory on the dynamics of interacting communities
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9200327/
https://www.ncbi.nlm.nih.gov/pubmed/35658019
http://dx.doi.org/10.1371/journal.pcbi.1009396
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