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Numerical analysis of the relationship between mixing regime, nutrient status, and climatic variables in Lake Biwa
As awareness of climate-related freshwater quality problems increases, more research is needed to better understand how climate impacts water quality. Climate has significant impacts on the mixing regime and nutrient status of lakes. However, the relationship between climatic variables, mixing regim...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9668906/ https://www.ncbi.nlm.nih.gov/pubmed/36385273 http://dx.doi.org/10.1038/s41598-022-22124-0 |
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author | Zhou, Jinxin Yoshida, Takero Kitazawa, Daisuke |
author_facet | Zhou, Jinxin Yoshida, Takero Kitazawa, Daisuke |
author_sort | Zhou, Jinxin |
collection | PubMed |
description | As awareness of climate-related freshwater quality problems increases, more research is needed to better understand how climate impacts water quality. Climate has significant impacts on the mixing regime and nutrient status of lakes. However, the relationship between climatic variables, mixing regime, and nutrient status in large monomictic lakes requires further study. Here we applied a three-dimensional ecosystem model to the large monomictic Lake Biwa, where hypoxia had recurred over the past 60 years. The model was validated using monitoring data, and the relationships among mixing regime, nutrient status, and climatic variables have been investigated. The turnover timing, which represented the mixing regime, varied by 36 days and depended most on wind speed but least on air temperature. In the early period prior to waste-water treatment there was a strong linear relationship between phosphorus and deep-water dissolved oxygen (DO) concentrations. Following this period, the relationship weakened but remained significant. In addition, we find a weak relationship between turnover timing and deep-water DO concentrations. We suggest that later turnover timing may favor lower deep-water DO concentrations, which in turn may favor release of legacy nutrients from sediments. Although waste-water treatment has improved conditions in the lake, climate change induced alteration of turnover timing may adversely influence water quality. Maintaining water quality under continued warming may require more rigorous controls on phosphorus loading to the lake. |
format | Online Article Text |
id | pubmed-9668906 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-96689062022-11-18 Numerical analysis of the relationship between mixing regime, nutrient status, and climatic variables in Lake Biwa Zhou, Jinxin Yoshida, Takero Kitazawa, Daisuke Sci Rep Article As awareness of climate-related freshwater quality problems increases, more research is needed to better understand how climate impacts water quality. Climate has significant impacts on the mixing regime and nutrient status of lakes. However, the relationship between climatic variables, mixing regime, and nutrient status in large monomictic lakes requires further study. Here we applied a three-dimensional ecosystem model to the large monomictic Lake Biwa, where hypoxia had recurred over the past 60 years. The model was validated using monitoring data, and the relationships among mixing regime, nutrient status, and climatic variables have been investigated. The turnover timing, which represented the mixing regime, varied by 36 days and depended most on wind speed but least on air temperature. In the early period prior to waste-water treatment there was a strong linear relationship between phosphorus and deep-water dissolved oxygen (DO) concentrations. Following this period, the relationship weakened but remained significant. In addition, we find a weak relationship between turnover timing and deep-water DO concentrations. We suggest that later turnover timing may favor lower deep-water DO concentrations, which in turn may favor release of legacy nutrients from sediments. Although waste-water treatment has improved conditions in the lake, climate change induced alteration of turnover timing may adversely influence water quality. Maintaining water quality under continued warming may require more rigorous controls on phosphorus loading to the lake. Nature Publishing Group UK 2022-11-16 /pmc/articles/PMC9668906/ /pubmed/36385273 http://dx.doi.org/10.1038/s41598-022-22124-0 Text en © The Author(s) 2022 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 Zhou, Jinxin Yoshida, Takero Kitazawa, Daisuke Numerical analysis of the relationship between mixing regime, nutrient status, and climatic variables in Lake Biwa |
title | Numerical analysis of the relationship between mixing regime, nutrient status, and climatic variables in Lake Biwa |
title_full | Numerical analysis of the relationship between mixing regime, nutrient status, and climatic variables in Lake Biwa |
title_fullStr | Numerical analysis of the relationship between mixing regime, nutrient status, and climatic variables in Lake Biwa |
title_full_unstemmed | Numerical analysis of the relationship between mixing regime, nutrient status, and climatic variables in Lake Biwa |
title_short | Numerical analysis of the relationship between mixing regime, nutrient status, and climatic variables in Lake Biwa |
title_sort | numerical analysis of the relationship between mixing regime, nutrient status, and climatic variables in lake biwa |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9668906/ https://www.ncbi.nlm.nih.gov/pubmed/36385273 http://dx.doi.org/10.1038/s41598-022-22124-0 |
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