Comparing in situ turbidity sensor measurements as a proxy for suspended sediments in North-Western European streams
[Display omitted] •Turbidity measured by sensors and suspended sediment concentration were compared.•Correlations varied considerably between streams.•Best correlations in agricultural catchments with high levels of turbidity and SSC.•External characteristics uncorrelated with variations in calibrat...
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Published in | Catena (Giessen) Vol. 225; p. 107006 |
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Main Authors | , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
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Elsevier B.V
15.05.2023
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Abstract | [Display omitted]
•Turbidity measured by sensors and suspended sediment concentration were compared.•Correlations varied considerably between streams.•Best correlations in agricultural catchments with high levels of turbidity and SSC.•External characteristics uncorrelated with variations in calibration curve slopes.•Monitoring and quality assessment procedures need harmonisation.
Climate change in combination with land use alterations may lead to significant changes in soil erosion and sediment fluxes in streams. Optical turbidity sensors can monitor with high frequency and can be used as a proxy for suspended sediment concentration (SSC) provided there is an acceptable calibration curve for turbidity measured by sensors and SSC from water samples. This study used such calibration data from 31 streams in 11 different research projects or monitoring programmes in six Northern European countries. The aim was to find patterns in the turbidity-SSC correlations based on stream characteristics such as mean and maximum turbidity and SSC, catchment area, land use, hydrology, soil type, topography, and the number and representativeness of the data that are used for the calibration. There were large variations, but the best correlations between turbidity and SSC were found in streams with a mean and maximum SSC of >30–200 mg/l, and a mean and maximum turbidity above 60–200 NTU/FNU, respectively. Streams draining agricultural areas with fine-grained soils had better correlations than forested streams draining more coarse-grained soils. However, the study also revealed considerable differences in methodological approaches, including analytical methods to determine SSC, water sampling strategies, quality control procedures, and the use of sensors based on different measuring principles. Relatively few national monitoring programmes in the six countries involved in the study included optical turbidity sensors, which may partly explain this lack of methodological harmonisation. Given the risk of future changes in soil erosion and sediment fluxes, increased harmonisation is highly recommended, so that turbidity data from optical sensors can be better evaluated and intercalibrated across streams in comparable geographical regions. |
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AbstractList | [Display omitted]
•Turbidity measured by sensors and suspended sediment concentration were compared.•Correlations varied considerably between streams.•Best correlations in agricultural catchments with high levels of turbidity and SSC.•External characteristics uncorrelated with variations in calibration curve slopes.•Monitoring and quality assessment procedures need harmonisation.
Climate change in combination with land use alterations may lead to significant changes in soil erosion and sediment fluxes in streams. Optical turbidity sensors can monitor with high frequency and can be used as a proxy for suspended sediment concentration (SSC) provided there is an acceptable calibration curve for turbidity measured by sensors and SSC from water samples. This study used such calibration data from 31 streams in 11 different research projects or monitoring programmes in six Northern European countries. The aim was to find patterns in the turbidity-SSC correlations based on stream characteristics such as mean and maximum turbidity and SSC, catchment area, land use, hydrology, soil type, topography, and the number and representativeness of the data that are used for the calibration. There were large variations, but the best correlations between turbidity and SSC were found in streams with a mean and maximum SSC of >30–200 mg/l, and a mean and maximum turbidity above 60–200 NTU/FNU, respectively. Streams draining agricultural areas with fine-grained soils had better correlations than forested streams draining more coarse-grained soils. However, the study also revealed considerable differences in methodological approaches, including analytical methods to determine SSC, water sampling strategies, quality control procedures, and the use of sensors based on different measuring principles. Relatively few national monitoring programmes in the six countries involved in the study included optical turbidity sensors, which may partly explain this lack of methodological harmonisation. Given the risk of future changes in soil erosion and sediment fluxes, increased harmonisation is highly recommended, so that turbidity data from optical sensors can be better evaluated and intercalibrated across streams in comparable geographical regions. |
ArticleNumber | 107006 |
Author | Lannergård, Emma E. Fölster, Jens Skarbøvik, Eva Kaste, Øyvind Atcheson, Kevin Marttila, Hannu Kämäri, Maria Mellander, Per-Erik Bieroza, Magdalena Wenng, Hannah Gyritia Madsen van't Veen, Sofie Lepistö, Ahti Jordan, Philip Stutter, Marc Kronvang, Brian |
Author_xml | – sequence: 1 givenname: Eva surname: Skarbøvik fullname: Skarbøvik, Eva email: eva.skarbovik@nibio.no organization: Norwegian Institute of Bioeconomy Research (NIBIO), Division of Environment and Natural Resources, P.O. Box 115, 1431 As, Norway – sequence: 2 givenname: Sofie surname: Gyritia Madsen van't Veen fullname: Gyritia Madsen van't Veen, Sofie organization: Aarhus University, Department of Ecoscience, C.F. Møllers Allé, DK-8000 Aarhus C, Denmark and Envidan A/S, Vejlsøvej, 23, DK-8600 Silkeborg, Denmark – sequence: 3 givenname: Emma E. surname: Lannergård fullname: Lannergård, Emma E. organization: Swedish University of Agricultural Sciences, Department of Aquatic Sciences and Assessment, PO Box 7050, 750 07 Uppsala, Sweden – sequence: 4 givenname: Hannah surname: Wenng fullname: Wenng, Hannah organization: Technische Universität München, TUM School of Social Science and Technology, Arcisstraße 21, 80333 München, and Norwegian Institute of Bioeconomy Research (NIBIO), Division of Environment and Natural Resources, P.O. Box 115, 1431 Ås, Norway – sequence: 5 givenname: Marc surname: Stutter fullname: Stutter, Marc organization: Environmental and Biochemical Sciences Dept., James Hutton Institute, Aberdeen, UK – sequence: 6 givenname: Magdalena surname: Bieroza fullname: Bieroza, Magdalena organization: Swedish University of Agricultural Sciences, Department of Soil and Environment, Box 7014, 750 07 Uppsala, Sweden – sequence: 7 givenname: Kevin surname: Atcheson fullname: Atcheson, Kevin organization: School of Geography and Environmental Sciences, Ulster University, Coleraine, UK – sequence: 8 givenname: Philip surname: Jordan fullname: Jordan, Philip organization: School of Geography and Environmental Sciences, Ulster University, Coleraine, UK – sequence: 9 givenname: Jens surname: Fölster fullname: Fölster, Jens organization: Swedish University of Agricultural Sciences, Department of Aquatic Sciences and Assessment, PO Box 7050, 750 07 Uppsala, Sweden – sequence: 10 givenname: Per-Erik surname: Mellander fullname: Mellander, Per-Erik organization: Teagasc, Agricultural Catchments Programme, Department of Environment, Soils and Landuse, Johnstown Castle, Wexford, Ireland – sequence: 11 givenname: Brian surname: Kronvang fullname: Kronvang, Brian organization: Aarhus University, Department of Ecoscience, C.F. Møllers Allé, DK-8000 Aarhus C, Denmark – sequence: 12 givenname: Hannu surname: Marttila fullname: Marttila, Hannu organization: University of Oulu, Water, Energy and Environmental Engineering Research Unit, FI-90014 Oulu, Finland – sequence: 13 givenname: Øyvind surname: Kaste fullname: Kaste, Øyvind organization: Norwegian Institute for Water Research (NIVA), Økernveien 94, 0579 Oslo, Norway – sequence: 14 givenname: Ahti surname: Lepistö fullname: Lepistö, Ahti organization: Finnish Environment Institute (SYKE), Freshwater Centre, Latokartanonkaari, 11, FI-00790 Helsinki, Finland – sequence: 15 givenname: Maria surname: Kämäri fullname: Kämäri, Maria organization: Finnish Environment Institute (SYKE), Freshwater Centre, Latokartanonkaari, 11, FI-00790 Helsinki, Finland |
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