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Fluctuations of water quality time series in rivers follow superstatistics

Superstatistics is a general method from nonequilibrium statistical physics which has been applied to a variety of complex systems, ranging from hydrodynamic turbulence to traffic delays and air pollution dynamics. Here, we investigate water quality time series (such as dissolved oxygen concentratio...

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Detalles Bibliográficos
Autores principales: Schäfer, Benjamin, Heppell, Catherine M., Rhys, Hefin, Beck, Christian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8348929/
https://www.ncbi.nlm.nih.gov/pubmed/34401665
http://dx.doi.org/10.1016/j.isci.2021.102881
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author Schäfer, Benjamin
Heppell, Catherine M.
Rhys, Hefin
Beck, Christian
author_facet Schäfer, Benjamin
Heppell, Catherine M.
Rhys, Hefin
Beck, Christian
author_sort Schäfer, Benjamin
collection PubMed
description Superstatistics is a general method from nonequilibrium statistical physics which has been applied to a variety of complex systems, ranging from hydrodynamic turbulence to traffic delays and air pollution dynamics. Here, we investigate water quality time series (such as dissolved oxygen concentrations and electrical conductivity) as measured in rivers and provide evidence that they exhibit superstatistical behavior. Our main example is time series as recorded in the River Chess in South East England. Specifically, we use seasonal detrending and empirical mode decomposition to separate trends from fluctuations for the measured data. With either detrending method, we observe heavy-tailed fluctuation distributions, which are well described by log-normal superstatistics for dissolved oxygen. Contrarily, we find a double peaked non-standard superstatistics for the electrical conductivity data, which we model using two combined [Formula: see text]-distributions.
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spelling pubmed-83489292021-08-15 Fluctuations of water quality time series in rivers follow superstatistics Schäfer, Benjamin Heppell, Catherine M. Rhys, Hefin Beck, Christian iScience Article Superstatistics is a general method from nonequilibrium statistical physics which has been applied to a variety of complex systems, ranging from hydrodynamic turbulence to traffic delays and air pollution dynamics. Here, we investigate water quality time series (such as dissolved oxygen concentrations and electrical conductivity) as measured in rivers and provide evidence that they exhibit superstatistical behavior. Our main example is time series as recorded in the River Chess in South East England. Specifically, we use seasonal detrending and empirical mode decomposition to separate trends from fluctuations for the measured data. With either detrending method, we observe heavy-tailed fluctuation distributions, which are well described by log-normal superstatistics for dissolved oxygen. Contrarily, we find a double peaked non-standard superstatistics for the electrical conductivity data, which we model using two combined [Formula: see text]-distributions. Elsevier 2021-07-21 /pmc/articles/PMC8348929/ /pubmed/34401665 http://dx.doi.org/10.1016/j.isci.2021.102881 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Schäfer, Benjamin
Heppell, Catherine M.
Rhys, Hefin
Beck, Christian
Fluctuations of water quality time series in rivers follow superstatistics
title Fluctuations of water quality time series in rivers follow superstatistics
title_full Fluctuations of water quality time series in rivers follow superstatistics
title_fullStr Fluctuations of water quality time series in rivers follow superstatistics
title_full_unstemmed Fluctuations of water quality time series in rivers follow superstatistics
title_short Fluctuations of water quality time series in rivers follow superstatistics
title_sort fluctuations of water quality time series in rivers follow superstatistics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8348929/
https://www.ncbi.nlm.nih.gov/pubmed/34401665
http://dx.doi.org/10.1016/j.isci.2021.102881
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