Variation in turbidity with precipitation and flow in a regulated river system – river Göta Älv, SW Sweden

The turbidity variation in time and space is investigated in the downstream stretch of the river Gota Alv in Sweden. The river is heavily regulated and carries the discharge from the largest fresh water lake in Sweden, Lake Vanern, to the outflow point in Goteborg Harbour on the Swedish west coast. The river is an important waterway and serves as a fresh-water supply for 700 000 users. Turbidity is utilised as a water quality indicator to ensure sufficient quality of the intake water to the treatment plant. The overall objective of the study was to investigate the influence of rainfall, surface runoff, and river water flow on the temporal and spatial variability of the turbidity in the regulated river system by employing statistical analysis of an extensive data set. A six year long time series of daily mean values on precipitation, discharge, and turbidity from six stations along the river were examined primarily through linear correlation and regression analysis, combined with nonparametric tests and analysis of variance. The analyses were performed on annual, monthly, and daily bases, establishing temporal patterns and dependences, including; seasonal changes, impacts from extreme events, influences from tributaries, and the spatial variation along the river. The results showed that there is no simple relationship between discharge, precipitation, and turbidity, mainly due to the complexity of the runoff process, the regulation of the river, and the effects of Lake Vanern and its large catchment area. For the river Gota Alv, significant, positive correlations between turbidity, discharge, and precipitation could only be found during periods with high flow combined with heavy rainfall. Local precipitation does not seem to have any significant impact on the discharge in the main river, which is primarily governed by precipitation at catchment scale. The discharge from Lake Vanern determines the base level for the turbidity in the river, whereas local surface runoff and tributary discharge induced by rainfall govern the temporal variability in turbidity. Autocorrelation analysis indicates a temporal persistence in turbidity of about 10 days. The results also show that erosion along the main river, from the river bed and banks, is not a dominant contributor to the suspended sediment transport in the river under normal conditions. Further studies on the correlation between turbidity and suspended sediment transport and its relation to erosion processes are suggested.

[1]  Charles G. Crawford,et al.  Estimation of Suspended‐Sediment Concentration From Total Suspended Solids and Turbidity Data for Kentucky, 1978‐1995 1 , 2011 .

[2]  Philippe Maillard,et al.  A spatial-statistical approach for modeling the effect of non-point source pollution on different water quality parameters in the Velhas river watershed--Brazil. , 2008, Journal of environmental management.

[3]  R. Hodgkins Controls on suspended-sediment transfer at a High-Arctic glacier, determined from statistical modelling , 1999 .

[4]  Alessandro Bigi,et al.  A new indirect method to estimate suspended sediment concentration in a river monitoring programme , 2005 .

[5]  T. Stenström,et al.  Identification and management of microbial contaminations in a surface drinking water source. , 2007, Journal of water and health.

[6]  W. Winston,et al.  Geochemical variations during flash flooding, Meramec River basin, May 2000 , 2002 .

[7]  Jonas Althage Ship-Induced Waves and Sediment Transport in Göta River, Sweden , 2010 .

[8]  R. Sternberg,et al.  Measurements of high concentration suspended sediments using the optical backscatterance sensor , 1992 .

[9]  N. Hawley A Comparison of Suspended Sediment Concentrations Measured by Acoustic and Optical Sensors , 2004 .

[10]  A. Schmidt,et al.  Determination of suspended particulate matter concentration from turbidity measurements: particle size effects and calibration procedures , 2003 .

[11]  Z. Shi,et al.  Acoustic backscatter measurements of estuarine suspended cohesive sediment concentration profiles , 1998 .

[12]  Zhongyuan Chen,et al.  Sediment rating parameters and their implications: Yangtze River, China , 2007 .

[13]  D. Vericat,et al.  Suspended sediment dynamics in a large regulated river over a 10-year period (the lower Ebro, NE Iberian Peninsula) , 2011 .

[14]  I. Luffman,et al.  Precipitation, Pathogens, and Turbidity Trends in the Little River, Tennessee , 2009 .

[15]  M. Provansal,et al.  Suspended sediment and 137Cs fluxes during the exceptional December 2003 flood in the Rhone River, southeast France , 2008 .

[16]  Alessandro Bigi,et al.  Indirect Methods to Estimate Suspended Sediment Concentration: Reliability and Relationship of Turbidity and Settleable Solids , 2005 .

[17]  D. Schoellhamer,et al.  Suspended sediment and sediment-associated contaminants in San Francisco Bay. , 2007, Environmental research.

[18]  K. Brooks,et al.  Spatial and temporal variation in suspended sediment, organic matter, and turbidity in a Minnesota prairie river: implications for TMDLs , 2010, Environmental monitoring and assessment.

[19]  Michael L. Meyer,et al.  Turbidity as an Indicator of Water Quality in Diverse Watersheds of the Upper Pecos River Basin , 2010 .

[20]  D. Bendz,et al.  Combining landslide and contaminant risk: a preliminary assessment , 2009 .

[21]  M. Claps,et al.  Planktonic and physico–chemical dynamics of a markedly fluctuating backwater pond associated with a lowland river (Salado River, Buenos Aires, Argentina) , 2001 .

[22]  H. Kvarnäs Morphometry and Hydrology of the Four Large Lakes of Sweden , 2001, Ambio.

[23]  D. Vericat,et al.  Sediment transport in a highly regulated fluvial system during two consecutive floods (lower Ebro River, NE Iberian Peninsula) , 2005 .

[24]  K. Kashiwaya,et al.  Measurement of suspended sediment for model experiments using general-purpose optical sensors , 2010 .

[25]  Hubert Chanson,et al.  Using turbidity and acoustic backscatter intensity as surrogate measures of suspended sediment concentration in a small subtropical estuary. , 2008, Journal of environmental management.

[26]  Graham J.L. Leeks,et al.  Monitoring and preliminary interpretation of in-river turbidity and remote sensed imagery for suspended sediment transport studies in the Humber catchment , 1997 .

[27]  Luca Zaggia,et al.  The effect of floods on the transport of suspended sediments and contaminants: a case study from the estuary of the Dese River (Venice Lagoon, Italy). , 2005, Environment international.

[28]  Jie Huo,et al.  Modeling sediment transport in river networks , 2008 .

[29]  W. Lick,et al.  Sediment and Contaminant Transport in Surface Waters , 2008 .

[30]  A. Pagliarani,et al.  SW—Soil and Water: Monitoring Water Flow, Turbidity and Suspended Sediment Load, from an Apennine Catchment Basin, Italy , 2002 .

[31]  D. R. Khanna,et al.  Ecological study of river Suswa: modeling DO and BOD , 2007, Environmental monitoring and assessment.

[32]  N. Gratiot,et al.  Sub-daily variability of suspended sediment fluxes in small mountainous catchments - Implications for community-based river monitoring , 2010 .

[33]  F. Napolitano,et al.  Sediment transport time series in the Tiber River , 2006 .

[34]  David Morche,et al.  Sediment output and effective discharge in two small high mountain catchments in the Bavarian Alps, Germany , 2006 .

[35]  G. Petts,et al.  Turbidity dynamics during spring storm events in an urban headwater river system: the Upper Tame, West Midlands, UK. , 2006, The Science of the total environment.

[36]  Damià Vericat,et al.  Suspended sediment transport in a highly erodible catchment: the River Isábena (Southern Pyrenees). , 2009 .

[37]  Benoit Barbeau,et al.  Impact of raw water turbidity fluctuations on drinking water quality in a distribution system , 2003 .

[38]  Robert B. Thomas,et al.  An evaluation of flow-stratified sampling for estimating suspended sediment loads , 1995 .

[39]  Cécile Picouet,et al.  Empirical and conceptual modelling of the suspended sediment dynamics in a large tropical African river: the Upper Niger river basin , 2001 .

[40]  J. Laronne,et al.  Intra-event and inter-seasonal behaviour of suspended sediment in flash floods of the semi-arid northern Negev, Israel , 2007 .

[41]  W. Wallender,et al.  Estimating suspended sediment concentration using turbidity in an irrigation-dominated Southeastern California watershed , 2008 .

[42]  L. Bonadonna,et al.  Occurrence of Giardia and Cryptosporidium in Italian water supplies , 2009, Environmental monitoring and assessment.

[43]  A. Townsend‐Small,et al.  Suspended sediments and organic matter in mountain headwaters of the Amazon River: Results from a 1-year time series study in the central Peruvian Andes , 2008 .

[44]  A. Zabaleta,et al.  Factors controlling suspended sediment yield during runoff events in small headwater catchments of the Basque Country , 2007 .