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New forms of structure in ecosystems revealed with the Kuramoto model

Ecological systems, as is often noted, are complex. Equally notable is the generalization that complex systems tend to be oscillatory, whether Huygens' simple patterns of pendulum entrainment or the twisted chaotic orbits of Lorenz’ convection rolls. The analytics of oscillators may thus provid...

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Autores principales: Vandermeer, John, Hajian-Forooshani, Zachary, Medina, Nicholas, Perfecto, Ivette
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8074911/
https://www.ncbi.nlm.nih.gov/pubmed/33959373
http://dx.doi.org/10.1098/rsos.210122
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author Vandermeer, John
Hajian-Forooshani, Zachary
Medina, Nicholas
Perfecto, Ivette
author_facet Vandermeer, John
Hajian-Forooshani, Zachary
Medina, Nicholas
Perfecto, Ivette
author_sort Vandermeer, John
collection PubMed
description Ecological systems, as is often noted, are complex. Equally notable is the generalization that complex systems tend to be oscillatory, whether Huygens' simple patterns of pendulum entrainment or the twisted chaotic orbits of Lorenz’ convection rolls. The analytics of oscillators may thus provide insight into the structure of ecological systems. One of the most popular analytical tools for such study is the Kuramoto model of coupled oscillators. We apply this model as a stylized vision of the dynamics of a well-studied system of pests and their enemies, to ask whether its actual natural history is reflected in the dynamics of the qualitatively instantiated Kuramoto model. Emerging from the model is a series of synchrony groups generally corresponding to subnetworks of the natural system, with an overlying chimeric structure, depending on the strength of the inter-oscillator coupling. We conclude that the Kuramoto model presents a novel window through which interesting questions about the structure of ecological systems may emerge.
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spelling pubmed-80749112021-05-05 New forms of structure in ecosystems revealed with the Kuramoto model Vandermeer, John Hajian-Forooshani, Zachary Medina, Nicholas Perfecto, Ivette R Soc Open Sci Ecology, Conservation, and Global Change Biology Ecological systems, as is often noted, are complex. Equally notable is the generalization that complex systems tend to be oscillatory, whether Huygens' simple patterns of pendulum entrainment or the twisted chaotic orbits of Lorenz’ convection rolls. The analytics of oscillators may thus provide insight into the structure of ecological systems. One of the most popular analytical tools for such study is the Kuramoto model of coupled oscillators. We apply this model as a stylized vision of the dynamics of a well-studied system of pests and their enemies, to ask whether its actual natural history is reflected in the dynamics of the qualitatively instantiated Kuramoto model. Emerging from the model is a series of synchrony groups generally corresponding to subnetworks of the natural system, with an overlying chimeric structure, depending on the strength of the inter-oscillator coupling. We conclude that the Kuramoto model presents a novel window through which interesting questions about the structure of ecological systems may emerge. The Royal Society 2021-03-10 /pmc/articles/PMC8074911/ /pubmed/33959373 http://dx.doi.org/10.1098/rsos.210122 Text en © 2021 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited.
spellingShingle Ecology, Conservation, and Global Change Biology
Vandermeer, John
Hajian-Forooshani, Zachary
Medina, Nicholas
Perfecto, Ivette
New forms of structure in ecosystems revealed with the Kuramoto model
title New forms of structure in ecosystems revealed with the Kuramoto model
title_full New forms of structure in ecosystems revealed with the Kuramoto model
title_fullStr New forms of structure in ecosystems revealed with the Kuramoto model
title_full_unstemmed New forms of structure in ecosystems revealed with the Kuramoto model
title_short New forms of structure in ecosystems revealed with the Kuramoto model
title_sort new forms of structure in ecosystems revealed with the kuramoto model
topic Ecology, Conservation, and Global Change Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8074911/
https://www.ncbi.nlm.nih.gov/pubmed/33959373
http://dx.doi.org/10.1098/rsos.210122
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