Spectral analysis of climate dynamics with operator-theoretic approaches

The Earth’s climate system is highly complex, however it exhibits certain persistent cyclic patterns like the El Niño Southern Oscillation. The authors apply the spectral theory of dynamical systems and data science techniques to extract such coherent modes of climate variability from high-dimension...

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Autores principales:	Gary Froyland, Dimitrios Giannakis, Benjamin R. Lintner, Maxwell Pike, Joanna Slawinska
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/210f160cfecf41488299802784a62d5f
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id	oai:doaj.org-article:210f160cfecf41488299802784a62d5f
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spelling	oai:doaj.org-article:210f160cfecf41488299802784a62d5f2021-11-14T12:35:06ZSpectral analysis of climate dynamics with operator-theoretic approaches10.1038/s41467-021-26357-x2041-1723https://doaj.org/article/210f160cfecf41488299802784a62d5f2021-11-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-26357-xhttps://doaj.org/toc/2041-1723The Earth’s climate system is highly complex, however it exhibits certain persistent cyclic patterns like the El Niño Southern Oscillation. The authors apply the spectral theory of dynamical systems and data science techniques to extract such coherent modes of climate variability from high-dimensional observational data.Gary FroylandDimitrios GiannakisBenjamin R. LintnerMaxwell PikeJoanna SlawinskaNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-21 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Gary Froyland Dimitrios Giannakis Benjamin R. Lintner Maxwell Pike Joanna Slawinska Spectral analysis of climate dynamics with operator-theoretic approaches
description	The Earth’s climate system is highly complex, however it exhibits certain persistent cyclic patterns like the El Niño Southern Oscillation. The authors apply the spectral theory of dynamical systems and data science techniques to extract such coherent modes of climate variability from high-dimensional observational data.
format	article
author	Gary Froyland Dimitrios Giannakis Benjamin R. Lintner Maxwell Pike Joanna Slawinska
author_facet	Gary Froyland Dimitrios Giannakis Benjamin R. Lintner Maxwell Pike Joanna Slawinska
author_sort	Gary Froyland
title	Spectral analysis of climate dynamics with operator-theoretic approaches
title_short	Spectral analysis of climate dynamics with operator-theoretic approaches
title_full	Spectral analysis of climate dynamics with operator-theoretic approaches
title_fullStr	Spectral analysis of climate dynamics with operator-theoretic approaches
title_full_unstemmed	Spectral analysis of climate dynamics with operator-theoretic approaches
title_sort	spectral analysis of climate dynamics with operator-theoretic approaches
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/210f160cfecf41488299802784a62d5f
work_keys_str_mv	AT garyfroyland spectralanalysisofclimatedynamicswithoperatortheoreticapproaches AT dimitriosgiannakis spectralanalysisofclimatedynamicswithoperatortheoreticapproaches AT benjaminrlintner spectralanalysisofclimatedynamicswithoperatortheoreticapproaches AT maxwellpike spectralanalysisofclimatedynamicswithoperatortheoreticapproaches AT joannaslawinska spectralanalysisofclimatedynamicswithoperatortheoreticapproaches
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Spectral analysis of climate dynamics with operator-theoretic approaches

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