Fluctuation spectra of large random dynamical systems reveal hidden structure in ecological networks

Fluctuations in ecosystems and other large dynamical systems are driven by intrinsic and extrinsic noise and contain hidden information which is difficult to extract. Here, the authors derive analytical characterizations of fluctuations in random interacting systems, allowing inference of network pr...

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Autores principales: Yvonne Krumbeck, Qian Yang, George W. A. Constable, Tim Rogers
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Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/fbd2d6935c5f459d8bc988882f543876
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spelling oai:doaj.org-article:fbd2d6935c5f459d8bc988882f5438762021-12-02T16:04:12ZFluctuation spectra of large random dynamical systems reveal hidden structure in ecological networks10.1038/s41467-021-23757-x2041-1723https://doaj.org/article/fbd2d6935c5f459d8bc988882f5438762021-06-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-23757-xhttps://doaj.org/toc/2041-1723Fluctuations in ecosystems and other large dynamical systems are driven by intrinsic and extrinsic noise and contain hidden information which is difficult to extract. Here, the authors derive analytical characterizations of fluctuations in random interacting systems, allowing inference of network properties from time series data.Yvonne KrumbeckQian YangGeorge W. A. ConstableTim RogersNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-14 (2021)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Yvonne Krumbeck
Qian Yang
George W. A. Constable
Tim Rogers
Fluctuation spectra of large random dynamical systems reveal hidden structure in ecological networks
description Fluctuations in ecosystems and other large dynamical systems are driven by intrinsic and extrinsic noise and contain hidden information which is difficult to extract. Here, the authors derive analytical characterizations of fluctuations in random interacting systems, allowing inference of network properties from time series data.
format article
author Yvonne Krumbeck
Qian Yang
George W. A. Constable
Tim Rogers
author_facet Yvonne Krumbeck
Qian Yang
George W. A. Constable
Tim Rogers
author_sort Yvonne Krumbeck
title Fluctuation spectra of large random dynamical systems reveal hidden structure in ecological networks
title_short Fluctuation spectra of large random dynamical systems reveal hidden structure in ecological networks
title_full Fluctuation spectra of large random dynamical systems reveal hidden structure in ecological networks
title_fullStr Fluctuation spectra of large random dynamical systems reveal hidden structure in ecological networks
title_full_unstemmed Fluctuation spectra of large random dynamical systems reveal hidden structure in ecological networks
title_sort fluctuation spectra of large random dynamical systems reveal hidden structure in ecological networks
publisher Nature Portfolio
publishDate 2021
url https://doaj.org/article/fbd2d6935c5f459d8bc988882f543876
work_keys_str_mv AT yvonnekrumbeck fluctuationspectraoflargerandomdynamicalsystemsrevealhiddenstructureinecologicalnetworks
AT qianyang fluctuationspectraoflargerandomdynamicalsystemsrevealhiddenstructureinecologicalnetworks
AT georgewaconstable fluctuationspectraoflargerandomdynamicalsystemsrevealhiddenstructureinecologicalnetworks
AT timrogers fluctuationspectraoflargerandomdynamicalsystemsrevealhiddenstructureinecologicalnetworks
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