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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Auteurs principaux:	Yvonne Krumbeck, Qian Yang, George W. A. Constable, Tim Rogers
Format:	article
Langue:	EN
Publié:	Nature Portfolio 2021
Sujets:	Science Q
Accès en ligne:	https://doaj.org/article/fbd2d6935c5f459d8bc988882f543876
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id	oai: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
_version_	1718385308137947136

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

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