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Water Level Decline in a Reservoir: Implications for Water Quality Variation and Pollution Source Identification
Continuous water-level decline makes the changes of water quality in reservoirs more complicated. This paper uses trend analyses, wavelet analysis and principal component analysis-multiple linear regression to explore the changes and pollution sources affecting water quality during a period of conti...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7177727/ https://www.ncbi.nlm.nih.gov/pubmed/32244699 http://dx.doi.org/10.3390/ijerph17072400 |
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author | Wang, Zixiong Wang, Tianxiang Liu, Xiaoli Hu, Suduan Ma, Lingxiao Sun, Xinguo |
author_facet | Wang, Zixiong Wang, Tianxiang Liu, Xiaoli Hu, Suduan Ma, Lingxiao Sun, Xinguo |
author_sort | Wang, Zixiong |
collection | PubMed |
description | Continuous water-level decline makes the changes of water quality in reservoirs more complicated. This paper uses trend analyses, wavelet analysis and principal component analysis-multiple linear regression to explore the changes and pollution sources affecting water quality during a period of continuous reservoir water level decline (from 65.37 m to 54.15 m), taking the Biliuhe reservoir as an example. The results showed that the change of water level of Biliuhe reservoir has a significant 13-year periodicity. The unusual water quality changes during the low water level period were as follows: total nitrogen continued to decrease. And iron was lower than its historical level. pH, total phosphorus, and ammonia nitrogen were higher than historical levels and fluctuated seasonally. Permanganate index increased as water level decreased after initial fluctuations. Dissolved oxygen was characterized by high content in winter and relatively low content in summer. The pollutant sources of non-point source pollution (PC1), sediment and groundwater pollution (PC2), atmospheric and production & domestic sewage (PC3), other sources of pollution (PC4) were identified. The main source of DO, pH, TP, TN, NH(4)-N, Fe and COD(Mn) were respectively PC3 (42.13%), PC1 (47.67%), PC3 (47.62%), PC1 (29.75%), PC2 (47.01%), PC1 (56.97%) and PC2 (50%). It is concluded that the continuous decline of water level has a significant impact on the changes and pollution sources affecting water quality. Detailed experiments focusing on sediment pollution release flux, and biological action will be explored next. |
format | Online Article Text |
id | pubmed-7177727 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-71777272020-04-28 Water Level Decline in a Reservoir: Implications for Water Quality Variation and Pollution Source Identification Wang, Zixiong Wang, Tianxiang Liu, Xiaoli Hu, Suduan Ma, Lingxiao Sun, Xinguo Int J Environ Res Public Health Article Continuous water-level decline makes the changes of water quality in reservoirs more complicated. This paper uses trend analyses, wavelet analysis and principal component analysis-multiple linear regression to explore the changes and pollution sources affecting water quality during a period of continuous reservoir water level decline (from 65.37 m to 54.15 m), taking the Biliuhe reservoir as an example. The results showed that the change of water level of Biliuhe reservoir has a significant 13-year periodicity. The unusual water quality changes during the low water level period were as follows: total nitrogen continued to decrease. And iron was lower than its historical level. pH, total phosphorus, and ammonia nitrogen were higher than historical levels and fluctuated seasonally. Permanganate index increased as water level decreased after initial fluctuations. Dissolved oxygen was characterized by high content in winter and relatively low content in summer. The pollutant sources of non-point source pollution (PC1), sediment and groundwater pollution (PC2), atmospheric and production & domestic sewage (PC3), other sources of pollution (PC4) were identified. The main source of DO, pH, TP, TN, NH(4)-N, Fe and COD(Mn) were respectively PC3 (42.13%), PC1 (47.67%), PC3 (47.62%), PC1 (29.75%), PC2 (47.01%), PC1 (56.97%) and PC2 (50%). It is concluded that the continuous decline of water level has a significant impact on the changes and pollution sources affecting water quality. Detailed experiments focusing on sediment pollution release flux, and biological action will be explored next. MDPI 2020-04-01 2020-04 /pmc/articles/PMC7177727/ /pubmed/32244699 http://dx.doi.org/10.3390/ijerph17072400 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wang, Zixiong Wang, Tianxiang Liu, Xiaoli Hu, Suduan Ma, Lingxiao Sun, Xinguo Water Level Decline in a Reservoir: Implications for Water Quality Variation and Pollution Source Identification |
title | Water Level Decline in a Reservoir: Implications for Water Quality Variation and Pollution Source Identification |
title_full | Water Level Decline in a Reservoir: Implications for Water Quality Variation and Pollution Source Identification |
title_fullStr | Water Level Decline in a Reservoir: Implications for Water Quality Variation and Pollution Source Identification |
title_full_unstemmed | Water Level Decline in a Reservoir: Implications for Water Quality Variation and Pollution Source Identification |
title_short | Water Level Decline in a Reservoir: Implications for Water Quality Variation and Pollution Source Identification |
title_sort | water level decline in a reservoir: implications for water quality variation and pollution source identification |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7177727/ https://www.ncbi.nlm.nih.gov/pubmed/32244699 http://dx.doi.org/10.3390/ijerph17072400 |
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