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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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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. |
format | Online Article Text |
id | pubmed-8348929 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT schaferbenjamin fluctuationsofwaterqualitytimeseriesinriversfollowsuperstatistics AT heppellcatherinem fluctuationsofwaterqualitytimeseriesinriversfollowsuperstatistics AT rhyshefin fluctuationsofwaterqualitytimeseriesinriversfollowsuperstatistics AT beckchristian fluctuationsofwaterqualitytimeseriesinriversfollowsuperstatistics |