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Signatures of geostrophic turbulence in power spectra and third-order structure function of offshore wind speed fluctuations

We analyze offshore wind speeds with a time resolution of one second over a long period of 20 months for different heights above the sea level. Energy spectra extending over more than seven decades give a comprehensive picture of wind fluctuations, including intermittency effects at small length sca...

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Autores principales: Sim, So-Kumneth, Peinke, Joachim, Maass, Philipp
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10435564/
https://www.ncbi.nlm.nih.gov/pubmed/37592006
http://dx.doi.org/10.1038/s41598-023-40450-9
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author Sim, So-Kumneth
Peinke, Joachim
Maass, Philipp
author_facet Sim, So-Kumneth
Peinke, Joachim
Maass, Philipp
author_sort Sim, So-Kumneth
collection PubMed
description We analyze offshore wind speeds with a time resolution of one second over a long period of 20 months for different heights above the sea level. Energy spectra extending over more than seven decades give a comprehensive picture of wind fluctuations, including intermittency effects at small length scales and synoptic weather phenomena at large scales. The spectra S(f) show a scaling behavior consistent with three-dimensional turbulence at high frequencies f, followed by a regime at lower frequencies, where fS(f) varies weakly. Lowering the frequency below a crossover frequency [Formula: see text] , a rapid rise of fS(f) occurs. An analysis of the third-order structure function [Formula: see text] of wind speed differences for a given time lag [Formula: see text] shows a rapid change from negative to positive values of [Formula: see text] at [Formula: see text] . Remarkably, after applying Taylor’s hypothesis locally, we find the third-order structure function to exhibit a behavior very similar to that obtained previously from aircraft measurements at much higher altitudes in the atmosphere. In particular, the third-order structure function grows linearly with the separation distance for negative [Formula: see text] , and with the third power for positive [Formula: see text] . This allows us to estimate energy and enstrophy dissipation rates for offshore wind. The crossover from negative to positive values occurs at about the same separation distance of 400 km as found from the aircraft measurements, suggesting that this length is independent of the altitude in the atmosphere.
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spelling pubmed-104355642023-08-19 Signatures of geostrophic turbulence in power spectra and third-order structure function of offshore wind speed fluctuations Sim, So-Kumneth Peinke, Joachim Maass, Philipp Sci Rep Article We analyze offshore wind speeds with a time resolution of one second over a long period of 20 months for different heights above the sea level. Energy spectra extending over more than seven decades give a comprehensive picture of wind fluctuations, including intermittency effects at small length scales and synoptic weather phenomena at large scales. The spectra S(f) show a scaling behavior consistent with three-dimensional turbulence at high frequencies f, followed by a regime at lower frequencies, where fS(f) varies weakly. Lowering the frequency below a crossover frequency [Formula: see text] , a rapid rise of fS(f) occurs. An analysis of the third-order structure function [Formula: see text] of wind speed differences for a given time lag [Formula: see text] shows a rapid change from negative to positive values of [Formula: see text] at [Formula: see text] . Remarkably, after applying Taylor’s hypothesis locally, we find the third-order structure function to exhibit a behavior very similar to that obtained previously from aircraft measurements at much higher altitudes in the atmosphere. In particular, the third-order structure function grows linearly with the separation distance for negative [Formula: see text] , and with the third power for positive [Formula: see text] . This allows us to estimate energy and enstrophy dissipation rates for offshore wind. The crossover from negative to positive values occurs at about the same separation distance of 400 km as found from the aircraft measurements, suggesting that this length is independent of the altitude in the atmosphere. Nature Publishing Group UK 2023-08-17 /pmc/articles/PMC10435564/ /pubmed/37592006 http://dx.doi.org/10.1038/s41598-023-40450-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Sim, So-Kumneth
Peinke, Joachim
Maass, Philipp
Signatures of geostrophic turbulence in power spectra and third-order structure function of offshore wind speed fluctuations
title Signatures of geostrophic turbulence in power spectra and third-order structure function of offshore wind speed fluctuations
title_full Signatures of geostrophic turbulence in power spectra and third-order structure function of offshore wind speed fluctuations
title_fullStr Signatures of geostrophic turbulence in power spectra and third-order structure function of offshore wind speed fluctuations
title_full_unstemmed Signatures of geostrophic turbulence in power spectra and third-order structure function of offshore wind speed fluctuations
title_short Signatures of geostrophic turbulence in power spectra and third-order structure function of offshore wind speed fluctuations
title_sort signatures of geostrophic turbulence in power spectra and third-order structure function of offshore wind speed fluctuations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10435564/
https://www.ncbi.nlm.nih.gov/pubmed/37592006
http://dx.doi.org/10.1038/s41598-023-40450-9
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