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Determining suspended solids and total phosphorus from turbidity: comparison of high-frequency sampling with conventional monitoring methods
Suspended solids (SS) are important carriers of pollutants such as phosphorus (P) in streams, but the sampling frequency in monitoring programs is usually insufficiently frequent to capture episodic SS and total P (TP) peaks. The suitability of turbidity and conductivity as a surrogate for SS and TP...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6726675/ https://www.ncbi.nlm.nih.gov/pubmed/31485827 http://dx.doi.org/10.1007/s10661-019-7775-7 |
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author | Villa, Ana Fölster, Jens Kyllmar, Katarina |
author_facet | Villa, Ana Fölster, Jens Kyllmar, Katarina |
author_sort | Villa, Ana |
collection | PubMed |
description | Suspended solids (SS) are important carriers of pollutants such as phosphorus (P) in streams, but the sampling frequency in monitoring programs is usually insufficiently frequent to capture episodic SS and total P (TP) peaks. The suitability of turbidity and conductivity as a surrogate for SS and TP was studied using 108 monitoring stations located in catchments of different sizes, land uses, and pollution levels. The use of high-frequency turbidity measurements to estimate SS and TP loads was compared with the use of two sampling methods (grab, flow-proportional sampling) in a case study. When all samples were considered, turbidity was a good predictor of SS (r(2) = 0.76) and TP (r(2) = 0.75). For single sites, there was a large range in how well turbidity could predict the two variables. The site-specific turbidity-SS relationship was significant at 87% of sites (mean r(2) = 0.72). The site turbidity and conductivity-TP relationship was significant at 78% of sites (mean r(2) = 0.62). A stronger turbidity-SS relationship was found in catchments with a higher percentage of agricultural land. The turbidity and conductivity-TP relationship was stronger when the TP concentration was high. In the case study, TP loads were smallest when estimated with grab sampling, which missed several discharge peaks. Loads estimated with high-frequency turbidity measurements were 19–51% smaller than with flow-proportional sampling, probably due to differences in sampling points. High-frequency turbidity measurements can be a viable alternative to conventional sampling methods in studies on concentration dynamics and load estimates. |
format | Online Article Text |
id | pubmed-6726675 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-67266752019-09-17 Determining suspended solids and total phosphorus from turbidity: comparison of high-frequency sampling with conventional monitoring methods Villa, Ana Fölster, Jens Kyllmar, Katarina Environ Monit Assess Article Suspended solids (SS) are important carriers of pollutants such as phosphorus (P) in streams, but the sampling frequency in monitoring programs is usually insufficiently frequent to capture episodic SS and total P (TP) peaks. The suitability of turbidity and conductivity as a surrogate for SS and TP was studied using 108 monitoring stations located in catchments of different sizes, land uses, and pollution levels. The use of high-frequency turbidity measurements to estimate SS and TP loads was compared with the use of two sampling methods (grab, flow-proportional sampling) in a case study. When all samples were considered, turbidity was a good predictor of SS (r(2) = 0.76) and TP (r(2) = 0.75). For single sites, there was a large range in how well turbidity could predict the two variables. The site-specific turbidity-SS relationship was significant at 87% of sites (mean r(2) = 0.72). The site turbidity and conductivity-TP relationship was significant at 78% of sites (mean r(2) = 0.62). A stronger turbidity-SS relationship was found in catchments with a higher percentage of agricultural land. The turbidity and conductivity-TP relationship was stronger when the TP concentration was high. In the case study, TP loads were smallest when estimated with grab sampling, which missed several discharge peaks. Loads estimated with high-frequency turbidity measurements were 19–51% smaller than with flow-proportional sampling, probably due to differences in sampling points. High-frequency turbidity measurements can be a viable alternative to conventional sampling methods in studies on concentration dynamics and load estimates. Springer International Publishing 2019-09-04 2019 /pmc/articles/PMC6726675/ /pubmed/31485827 http://dx.doi.org/10.1007/s10661-019-7775-7 Text en © The Author(s) 2019 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Article Villa, Ana Fölster, Jens Kyllmar, Katarina Determining suspended solids and total phosphorus from turbidity: comparison of high-frequency sampling with conventional monitoring methods |
title | Determining suspended solids and total phosphorus from turbidity: comparison of high-frequency sampling with conventional monitoring methods |
title_full | Determining suspended solids and total phosphorus from turbidity: comparison of high-frequency sampling with conventional monitoring methods |
title_fullStr | Determining suspended solids and total phosphorus from turbidity: comparison of high-frequency sampling with conventional monitoring methods |
title_full_unstemmed | Determining suspended solids and total phosphorus from turbidity: comparison of high-frequency sampling with conventional monitoring methods |
title_short | Determining suspended solids and total phosphorus from turbidity: comparison of high-frequency sampling with conventional monitoring methods |
title_sort | determining suspended solids and total phosphorus from turbidity: comparison of high-frequency sampling with conventional monitoring methods |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6726675/ https://www.ncbi.nlm.nih.gov/pubmed/31485827 http://dx.doi.org/10.1007/s10661-019-7775-7 |
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