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Using Turbidity Measurements to Estimate Total Phosphorus and Sediment Flux in a Great Lakes Coastal Wetland

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Abstract

Coastal wetlands around the Laurentian Great Lakes in North America have the potential to intercept surface water coming off of the landscape and reduce the amount of nutrients and sediment entering the lakes. However, extensive coastal wetland areas have been isolated behind dikes and thus have limited interaction with nutrient-rich waters that contribute to harmful algal blooms and other water-quality issues. In this study, we developed a method to use high-frequency measurements of discharge and turbidity to estimate sediment and total phosphorus retention in a hydrologically reconnected coastal wetland. We found sediment and total phosphorus retention to be episodic and highly related to fluctuations in water level. Low water levels in Lake Erie in late 2012 resulted in low retention in the wetland, but sediment and total phosphorus retention increased as water levels rose in the first half of 2013. Overall, the reconnected wetland was a sink for both total phosphorus and suspended sediment and locally reduced phosphorus loading rates to Lake Erie. Additional wetland reconnection projects have the potential to further reduce phosphorus and sediment loading rates, which could improve local water quality and ecosystem health.

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References

  • Baker DB, Richards RP (2002) Phosphorus budgets and riverine phosphorus export in northwestern Ohio watersheds. Journal of Environmental Quality 31:96–108

    Article  CAS  Google Scholar 

  • Blanco-Canqui H, Gantzer CJ, Anderson SH, Alberts EE, Thompson AL (2004) Grass barrier and vegetative filter strip effectiveness in reducing runoff sediment, nitrogen, and phosphorus loss. Soil Science Society of America Journal 68:1670–1678

    Article  CAS  Google Scholar 

  • Bookhout TA, Bednarik KE, Kroll RL (1989) The Great Lakes marshes. In: Smith LM, Pederson RL, Kamittski RM (eds) Habitat Management for Migrating and Wintering Waterfowl in North America. Texas Tech University Press, Lubbock, TX, USA, pp 131–156

    Google Scholar 

  • Brasington J, Richards K (2000) Turbidity and suspended sediment dynamics in small catchments in the Nepal Middle Hills. Hydrological Processes 14:2559–2574

    Article  Google Scholar 

  • Chaffin JD, Bridgeman TB, Heckathorn SA, Mishra S (2011) Assessment of Microcystis growth rate potential and nutrient status across a trophic gradient in western Lake Erie. Journal of Great Lakes Research 37:92–100

    Article  CAS  Google Scholar 

  • Chow-Fraser P (2005) Ecosystem response to changes in water level of Lake Ontario marshes: lessons from the restoration of Cootes paradise marsh. Hydrobiologia 539:189–204

    Article  Google Scholar 

  • Dieberg FE, DeBuskT A, Jackson SD, Chimney MJ, Pietro K (2002) Submerged aquatic vegetation-based treatment wetlands for removing phosphorus from agricultural runoff: response to hydraulic and nutrient loading. Water Research 36:1409–1422

    Article  Google Scholar 

  • Dolan DM, Chapra SC (2012) Great Lakes total phosphorus revisited: 1. Loading analysis and update (1994-2008). Journal of Great Lakes Research 38:730–740

    Article  CAS  Google Scholar 

  • Dove A, Chapra SC (2015) Long-term trends of nutrients and trophic response variables for the Great Lakes. Limnology and Oceanography 60:696–721

    Article  CAS  Google Scholar 

  • Driver PD, Closs GP, Koen T (2005) The effects of size and density of carp (Cyprinus carpio L.) on water quality in an experimental pond. Archiv für Hydrobiologie 163:117–131

    Article  Google Scholar 

  • Gippel CJ (1995) Potential of turbidity monitoring for measuring the transport of suspended solids in streams. Hydrological Processes 9:83–97

    Article  Google Scholar 

  • Gottgens JF, Swartz BP, Kroll RW, Eboch M (1998) Long-term GIS-based records of habitat changes in a Lake Erie coastal marsh. Wetlands Ecology and Management 6:5–17

    Article  Google Scholar 

  • Grayson RB, Finlayson BL, Gippel CJ, Hart BT (1996) The potential of field turbidity measurements for the computation of total phosphorus and suspended solids loads. Journal of Environmental Management 47:257–267

    Article  Google Scholar 

  • Great Lakes Coastal Wetland Restoration Assessment (2018) https://glcwra.wim.usgs.gov/ Accessed 3 January 2017

  • Han H, Allan JD, Bosch SN (2012) Historical patterns of phosphorus loading to Lake Erie watersheds. Journal of Great Lakes Research 38:289–298

    Article  CAS  Google Scholar 

  • Heath RT (1992) Nutrient dynamics in Great Lakes coastal wetlands: future directions. Journal of Great Lakes Research 18:590–602

    Article  CAS  Google Scholar 

  • International Joint Commission (IJC) (1972) United States and Canada Great Lakes water quality agreement. Windsor, ON, Canada

    Google Scholar 

  • Johnson DL, Lynch WE Jr, Morrison TW (1997) Fish communities in a diked Lake Erie wetland and an adjacent undiked area. Wetlands 17:43–54

    Article  Google Scholar 

  • Johnson LT, Baker DB, Confesor RB Jr, Krieger KA, Richards RP (2014) Research to help Lake Erie: proceedings of the “phosphorus along the land–river–lake continuum” research planning and coordination workshop. Journal of Great Lakes Research 40(3):574–577

    Article  Google Scholar 

  • Jones AS, Stevens DK, Horsburgh JS, Mesner NO (2011) Surrogate measures for providing high frequency estimates of total suspended solids and total phosphorus concentrations. Journal of the American Water Resources Association 47:239–253

    Article  CAS  Google Scholar 

  • Kasat RJ (2006) Nutrient dynamics in a small agricultural Lake Erie tributary. Thesis, University of Michigan, 63pp

  • Kowalski KP, Wiley MJ, Wilcox DA (2014a) Fish assemblages, connectivity, and habitat rehabilitation in a diked Great Lakes coastal wetland complex. Transactions of the American Fisheries Society 143:1130–1142

    Article  Google Scholar 

  • Kowalski KP, Wiley MJ, Wilcox DA, Carlson Mazur ML, Czayka A, Dominguez A, Doty S, Eggleston M, Green S, Sweetman A (2014b) 2011 Summary: coastal wetland restoration research. Cooperator Report to the U.S. Fish and Wildlife Service. U.S. Geological Survey–Great Lakes Science Center, Ann Arbor, MI

  • Lannergård E (2016) Potential for using high frequency turbidity as a proxy for total phosphorus in Sävjaån. Masters thesis, Swedish University of Agricultural Sciences, Department of aquatic sciences and assessment

  • Lenters JD (2001) Long-term trends in the seasonal cycle of Great Lakes water levels. Journal of Great Lakes Research 27:342–353

    Article  Google Scholar 

  • Maccoux MJ, Dove A, Backus SM, Dolan DM (2016) Total and soluble reactive phosphorus loadings to Lake Erie: a detailed accounting by year, basin, county, and tributary. Journal of Great Lakes Research 42:1151–1165

    Article  CAS  Google Scholar 

  • Mitsch WJ, Reeder BC (1992) Nutrient and hydrologic budgets of a Great Lakes coastal freshwater wetland during a drought year. Wetlands Ecology and Management 1:211–222

    Article  Google Scholar 

  • Mitsch WJ, Wang N (2000) Large-scale coastal wetland restoration on the Laurentian Great Lakes: determining the potential for water quality improvement. Ecological Engineering 15:267–282

    Article  Google Scholar 

  • Moffett MF, Dufour RL, Simon TP (2006) An inventory and classification of coastal wetlands of the Laurentian Great Lakes. In: Simon TP, Stewart PM (eds) Coastal wetlands of the Laurentian Great Lakes: health, habitat, and indicators. Author House, Bloomington, IN, USA, pp 17–99

    Google Scholar 

  • Morgan-King TL, Schoellhamer DH (2013) Suspended-sediment flux and retention in a backwater tidal slough complex near the landward boundary of an estuary. Estuaries and Coasts 36:300–318

    Article  Google Scholar 

  • Nixon SW, Granger SL, Nowicki BL (1995) An assessment of the annual mass balance of carbon, nitrogen, and phosphorus in Narragansett Bay. Biogeochemistry 31:15–61

    Article  Google Scholar 

  • NOAA (2017) Great Lakes water level dashboard. https://wwwglerlnoaagov//data/dashboard/GLWLDhtml Accessed 8 March 2017

  • Pettersson K, Bostrom B, Jacobsen O (1988) Phosphorus in sediments - speciation and analysis. Hydrobiologia 170:91–101

    Article  CAS  Google Scholar 

  • Richardson CJ, Qian SS (1999) Long-term phosphorus assimilative capacity in freshwater wetlands: a new paradigm for sustaining ecosystem structure and function. Environmental Science and Technology 33:1545–1551

    Article  CAS  Google Scholar 

  • Richardson CJ, King RS, Qian SS, Vaithiyanathan P, Qualls RG, Stow CA (2007) Estimating ecological thresholds for phosphorus in the Everglades. Environmental Science and Technology 41:8084–8091

    Article  CAS  Google Scholar 

  • Ruzycki EM, Axler RP, Host GE, Henneck JR, Will NR (2014) Estimating sediment and nutrient loads in four western lake superior streams. JAWRA Journal of the American Water Resources Association 50(5):1138–1154

    Article  Google Scholar 

  • Stubblefield AP, Reuter JE, Dahlgren RA, Goldman CR (2007) Use of turbidometry to characterize suspended sediment and phosphorus fluxes in the Lake Tahoe basin, California, USA. Hydrological Processes 21:281–291

    Article  Google Scholar 

  • Tomlinson LM, Auer MT, Bootsma HA, Owens EM (2010) The Great Lakes Cladophora model: development, testing, and application to Lake Michigan. Journal of Great Lakes Research 36:287–297

    Article  CAS  Google Scholar 

  • Trebitz AS (2006) Characterizing seiche and tide-driven daily water level fluctuations affecting coastal ecosystems of the Great Lakes. Journal of Great Lakes Research 32:102–116

    Article  Google Scholar 

  • Viviano G, Salerno F, Manfredi EC, Polesello S, Valsecchi S, Tartari G (2014) Surrogate measures for providing high frequency estimates of total phosphorus concentrations in urban watersheds. Water Research 64:265–277

    Article  CAS  Google Scholar 

  • Wilcox DA, Whillans TH (1999) Techniques for restoration of disturbed coastal wetlands of the Great Lakes. Wetlands 19:835–857

    Article  Google Scholar 

  • Williams JDH, Syers JK, Shukla SS, Harris RF (1971) Levels of inorganic and total phosphorus in lake sediments as related to other sediment parameters. Environmental Science and Technology 5:1113–1120

    Article  CAS  Google Scholar 

  • Yang SL (1999) Sedimentation on a growing intertidal island in the Yangtze River mouth. Estuarine, Coastal and Shelf Science 49:401–410

    Article  Google Scholar 

  • Zhou Y, Obenour DR, Scavia D, Johengen TH, Michalak AM (2013) Spatial and temporal trends in Lake Erie hypoxia, 1987-2007. Environmental Science and Technology 47:899–905

    Article  CAS  Google Scholar 

Download references

Acknowledgments

Financial support from the U.S. Geological Survey and the Great Lakes Restoration Initiative allowed the research team to complete this project. We thank USFWS ONWR manager Jason Lewis for permission to access refuge property during this project and staff for assistance with field data collection. We appreciated the help of USGS staff and contractors, including Sean Green and Michael Eggleston who assisted with installation and maintenance of instrumentation. We also thank Justin Saarinen (New College of Florida) for his contributions to the Great Lakes Coastal Wetland Restoration Assessment and input on this manuscript. Any use of trade, firm, or product names is for descriptive proposes only and does not imply endorsement by the U. S. Government.

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Correspondence to Joseph J. Baustian.

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Baustian, J.J., Kowalski, K.P. & Czayka, A. Using Turbidity Measurements to Estimate Total Phosphorus and Sediment Flux in a Great Lakes Coastal Wetland. Wetlands 38, 1059–1065 (2018). https://doi.org/10.1007/s13157-018-1044-3

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