A1 Refereed original research article in a scientific journal

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




AuthorsKhalighi Moein, Sommeria-Klein Guilhem, Gonze Didier, Faust Karoline, Lahti Leo

PublisherPublic Library of Science

Publication year2022

JournalPLoS Computational Biology

Journal name in sourcePLoS computational biology

Journal acronymPLoS Comput Biol

Article numbere1009396

Volume18

Issue6

eISSN1553-734X

DOIhttps://doi.org/10.1371/journal.pcbi.1009396

Web address https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1009396

Self-archived copy’s web addresshttps://research.utu.fi/converis/portal/detail/Publication/175521817


Abstract

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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Last updated on 2024-26-11 at 17:06