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Non-Nitrogen-Fixers or Nitrogen-Fixers? Factors Distinguishing the Dominance of Chroococcal and Diazotrophic Cyanobacterial Species

Global warming and eutrophication are the main factors driving the development of cyanobacterial dominance in aquatic ecosystems. We used a model linking water temperature, oxygen saturation, concentrations of PO(4)(3−), NO(3)(−), NH(4)(+), total dissolved iron (TDFe), and SO(4)(2−) to cyanobacteria...

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Autores principales: Wilk-Woźniak, Elżbieta, Szarek-Gwiazda, Ewa, Walusiak, Edward, Kosiba, Joanna, Krztoń, Wojciech
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9738033/
https://www.ncbi.nlm.nih.gov/pubmed/36498050
http://dx.doi.org/10.3390/ijerph192315980
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author Wilk-Woźniak, Elżbieta
Szarek-Gwiazda, Ewa
Walusiak, Edward
Kosiba, Joanna
Krztoń, Wojciech
author_facet Wilk-Woźniak, Elżbieta
Szarek-Gwiazda, Ewa
Walusiak, Edward
Kosiba, Joanna
Krztoń, Wojciech
author_sort Wilk-Woźniak, Elżbieta
collection PubMed
description Global warming and eutrophication are the main factors driving the development of cyanobacterial dominance in aquatic ecosystems. We used a model linking water temperature, oxygen saturation, concentrations of PO(4)(3−), NO(3)(−), NH(4)(+), total dissolved iron (TDFe), and SO(4)(2−) to cyanobacteria to test the turnover patterns of cyanobacterial dominance of non-nitrogen-fixing (chroococcal species) and nitrogen-fixing (filamentous diazotrophic) species. Statistical analysis was performed using decision trees. The dominance patterns of the two morphologically and ecologically distinct cyanobacterial species were associated with different environmental factors. However, SO(4)(2−) was the most important factor that explained whether non-nitrogen-fixing or nitrogen-fixing species would dominate. Other important factors were water temperature, phosphate concentration, and oxygen saturation. The model for dominance of non-nitrogen-fixing species used SO(4)(2−), PO(4)(3−), and water temperature (upper layers), and SO(4)(2−), the ratio of PO(4)(3−)/NH(4)(+), and oxygen saturation (bottom layers). In contrast, water temperature, SO(4)(2−), and NH(4)(+) in the upper layers and SO(4)(2−), NH(4)(+), and water temperature in the bottom layers were used for the dominance of nitrogen-fixing species. The dominance of Aphanizomenon flos-aquae was explained by different sets of variables, indicating the presence of different strains of this species. The other cyanobacteria species showed dominance patterns that could be explained by one set of variables. As cyanobacterial blooms proliferate due to climate change, it is important to know which factors, in addition to phosphorus and nitrogen, are crucial for the mass development of the various cyanobacterial species.
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spelling pubmed-97380332022-12-11 Non-Nitrogen-Fixers or Nitrogen-Fixers? Factors Distinguishing the Dominance of Chroococcal and Diazotrophic Cyanobacterial Species Wilk-Woźniak, Elżbieta Szarek-Gwiazda, Ewa Walusiak, Edward Kosiba, Joanna Krztoń, Wojciech Int J Environ Res Public Health Article Global warming and eutrophication are the main factors driving the development of cyanobacterial dominance in aquatic ecosystems. We used a model linking water temperature, oxygen saturation, concentrations of PO(4)(3−), NO(3)(−), NH(4)(+), total dissolved iron (TDFe), and SO(4)(2−) to cyanobacteria to test the turnover patterns of cyanobacterial dominance of non-nitrogen-fixing (chroococcal species) and nitrogen-fixing (filamentous diazotrophic) species. Statistical analysis was performed using decision trees. The dominance patterns of the two morphologically and ecologically distinct cyanobacterial species were associated with different environmental factors. However, SO(4)(2−) was the most important factor that explained whether non-nitrogen-fixing or nitrogen-fixing species would dominate. Other important factors were water temperature, phosphate concentration, and oxygen saturation. The model for dominance of non-nitrogen-fixing species used SO(4)(2−), PO(4)(3−), and water temperature (upper layers), and SO(4)(2−), the ratio of PO(4)(3−)/NH(4)(+), and oxygen saturation (bottom layers). In contrast, water temperature, SO(4)(2−), and NH(4)(+) in the upper layers and SO(4)(2−), NH(4)(+), and water temperature in the bottom layers were used for the dominance of nitrogen-fixing species. The dominance of Aphanizomenon flos-aquae was explained by different sets of variables, indicating the presence of different strains of this species. The other cyanobacteria species showed dominance patterns that could be explained by one set of variables. As cyanobacterial blooms proliferate due to climate change, it is important to know which factors, in addition to phosphorus and nitrogen, are crucial for the mass development of the various cyanobacterial species. MDPI 2022-11-30 /pmc/articles/PMC9738033/ /pubmed/36498050 http://dx.doi.org/10.3390/ijerph192315980 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wilk-Woźniak, Elżbieta
Szarek-Gwiazda, Ewa
Walusiak, Edward
Kosiba, Joanna
Krztoń, Wojciech
Non-Nitrogen-Fixers or Nitrogen-Fixers? Factors Distinguishing the Dominance of Chroococcal and Diazotrophic Cyanobacterial Species
title Non-Nitrogen-Fixers or Nitrogen-Fixers? Factors Distinguishing the Dominance of Chroococcal and Diazotrophic Cyanobacterial Species
title_full Non-Nitrogen-Fixers or Nitrogen-Fixers? Factors Distinguishing the Dominance of Chroococcal and Diazotrophic Cyanobacterial Species
title_fullStr Non-Nitrogen-Fixers or Nitrogen-Fixers? Factors Distinguishing the Dominance of Chroococcal and Diazotrophic Cyanobacterial Species
title_full_unstemmed Non-Nitrogen-Fixers or Nitrogen-Fixers? Factors Distinguishing the Dominance of Chroococcal and Diazotrophic Cyanobacterial Species
title_short Non-Nitrogen-Fixers or Nitrogen-Fixers? Factors Distinguishing the Dominance of Chroococcal and Diazotrophic Cyanobacterial Species
title_sort non-nitrogen-fixers or nitrogen-fixers? factors distinguishing the dominance of chroococcal and diazotrophic cyanobacterial species
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9738033/
https://www.ncbi.nlm.nih.gov/pubmed/36498050
http://dx.doi.org/10.3390/ijerph192315980
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