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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2021
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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. |
format | Online Article Text |
id | pubmed-8074911 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
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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