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Chaos theory discloses triggers and drivers of plankton dynamics in stable environment
Despite the enticing discoveries of chaos in nature, triggers and drivers of this phenomenon remain a classical enigma which needs irrefutable empirical evidence. Here we analyze results of the yearlong replicated mesocosm experiment with multi-species plankton community that allowed revealing signs...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6937249/ https://www.ncbi.nlm.nih.gov/pubmed/31889119 http://dx.doi.org/10.1038/s41598-019-56851-8 |
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author | Telesh, Irena V. Schubert, Hendrik Joehnk, Klaus D. Heerkloss, Reinhard Schumann, Rhena Feike, Martin Schoor, Arne Skarlato, Sergei O. |
author_facet | Telesh, Irena V. Schubert, Hendrik Joehnk, Klaus D. Heerkloss, Reinhard Schumann, Rhena Feike, Martin Schoor, Arne Skarlato, Sergei O. |
author_sort | Telesh, Irena V. |
collection | PubMed |
description | Despite the enticing discoveries of chaos in nature, triggers and drivers of this phenomenon remain a classical enigma which needs irrefutable empirical evidence. Here we analyze results of the yearlong replicated mesocosm experiment with multi-species plankton community that allowed revealing signs of chaos at different trophic levels in strictly controlled abiotic environment. In mesocosms without external stressors, we observed the “paradox of chaos” when biotic interactions (internal drivers) were acting as generators of internal abiotic triggers of complex plankton dynamics. Chaos was registered as episodes that vanished unpredictably or were substituted by complex behaviour of other candidates when longer time series were considered. Remarkably, episodes of chaos were detected even in the most abiotically stable conditions. We developed the Integral Chaos Indicator to validate the results of the Lyapunov exponent analysis. These findings are essential for modelling and forecasting behaviour of a variety of natural and other global systems. |
format | Online Article Text |
id | pubmed-6937249 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-69372492020-01-06 Chaos theory discloses triggers and drivers of plankton dynamics in stable environment Telesh, Irena V. Schubert, Hendrik Joehnk, Klaus D. Heerkloss, Reinhard Schumann, Rhena Feike, Martin Schoor, Arne Skarlato, Sergei O. Sci Rep Article Despite the enticing discoveries of chaos in nature, triggers and drivers of this phenomenon remain a classical enigma which needs irrefutable empirical evidence. Here we analyze results of the yearlong replicated mesocosm experiment with multi-species plankton community that allowed revealing signs of chaos at different trophic levels in strictly controlled abiotic environment. In mesocosms without external stressors, we observed the “paradox of chaos” when biotic interactions (internal drivers) were acting as generators of internal abiotic triggers of complex plankton dynamics. Chaos was registered as episodes that vanished unpredictably or were substituted by complex behaviour of other candidates when longer time series were considered. Remarkably, episodes of chaos were detected even in the most abiotically stable conditions. We developed the Integral Chaos Indicator to validate the results of the Lyapunov exponent analysis. These findings are essential for modelling and forecasting behaviour of a variety of natural and other global systems. Nature Publishing Group UK 2019-12-30 /pmc/articles/PMC6937249/ /pubmed/31889119 http://dx.doi.org/10.1038/s41598-019-56851-8 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Telesh, Irena V. Schubert, Hendrik Joehnk, Klaus D. Heerkloss, Reinhard Schumann, Rhena Feike, Martin Schoor, Arne Skarlato, Sergei O. Chaos theory discloses triggers and drivers of plankton dynamics in stable environment |
title | Chaos theory discloses triggers and drivers of plankton dynamics in stable environment |
title_full | Chaos theory discloses triggers and drivers of plankton dynamics in stable environment |
title_fullStr | Chaos theory discloses triggers and drivers of plankton dynamics in stable environment |
title_full_unstemmed | Chaos theory discloses triggers and drivers of plankton dynamics in stable environment |
title_short | Chaos theory discloses triggers and drivers of plankton dynamics in stable environment |
title_sort | chaos theory discloses triggers and drivers of plankton dynamics in stable environment |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6937249/ https://www.ncbi.nlm.nih.gov/pubmed/31889119 http://dx.doi.org/10.1038/s41598-019-56851-8 |
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