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Temporal variability in water quality parameters—a case study of drinking water reservoir in Florida, USA

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Our objective was to evaluate changes in water quality parameters during 1983–2007 in a subtropical drinking water reservoir (area: 7 km2) located in Lake Manatee Watershed (area: 338 km2) in Florida, USA. Most water quality parameters (color, turbidity, Secchi depth, pH, EC, dissolved oxygen, total alkalinity, cations, anions, and lead) were below the Florida potable water standards. Concentrations of copper exceeded the potable water standard of <30 μg l−1 in about half of the samples. About 75 % of total N in lake was organic N (0.93 mg l−1) with the remainder (25 %) as inorganic N (NH3-N: 0.19, NO3-N: 0.17 mg l−1), while 86 % of total P was orthophosphate. Mean total N/P was <6:1 indicating N limitation in the lake. Mean monthly concentration of chlorophyll-a was much lower than the EPA water quality threshold of 20 μg l−1. Concentrations of total N showed significant increase from 1983 to 1994 and a decrease from 1997 to 2007. Total P showed significant increase during 1983–2007. Mean concentrations of total N (n = 215; 1.24 mg l−1) were lower, and total P (n = 286; 0.26 mg l−1) was much higher than the EPA numeric criteria of 1.27 mg total N l−1 and 0.05 mg total P l−1 for Florida’s colored lakes, respectively. Seasonal trends were observed for many water quality parameters where concentrations were typically elevated during wet months (June–September). Results suggest that reducing transport of organic N may be one potential option to protect water quality in this drinking water reservoir.

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References

  • Alexander, R. B., Smith, R. A., & Schwarz, G. E. (2000). Effect of stream channel size on the delivery of nitrogen to the Gulf of Mexico. Nature, 403, 758–761.

    Article  CAS  Google Scholar 

  • Anderson, D. M., Hoagland, P., Karou, Y., & White, A. W. (2000). Estimated annual economic impacts resulting from harmful algal blooms (HABs) in the United States. Woods Hole Oceanographic Institution Technical Report WHOI 2000–11. Woods Hole, MA. Available at http://hdl.handle.net/1912/96.

  • Anderson, D. M., Glibert, P. M., & Burkholder, J. M. (2002). Harmful algal blooms and eutrophication: nutrient sources, composition, and consequences. Estuaries, 25, 704–726.

    Article  Google Scholar 

  • Boyer, E. W., Goodale, C. L., Jaworsk, N. A., & Howarth, R. W. (2002). Anthropogenic nitrogen sources and relationships to riverine nitrogen export in the northeastern USA. Biogeochemistry, 57, 137–169.

    Article  Google Scholar 

  • Brand, L. E., & Compton, A. (2007). Long-term increase in Karenia brevis abundance along the Southwest Florida Coast. Harmful Algae, 6, 232–252.

    Article  Google Scholar 

  • Canfield, D., & Hodgson, L. (1983). Prediction of Secchi disc depths in Florida lakes: impact of algal biomass and organic color. Hydrobiologia, 99, 51–60.

    Article  Google Scholar 

  • Canfield, D. E., & Hoyer, M. V. (1988). Influence of nutrient enrichment and light availability on the abundance of aquatic macrophytes in florida streams. Canadian Journal of Fisheries and Aquatic Sciences, 45, 1467–1472.

    Article  Google Scholar 

  • Canfield, D. E., Phlips, E. J., & Duarte, C. M. (1989). Factors influencing the abundance of blue-green algae in Florida lakes. Canadian Journal of Fisheries and Aquatic Sciences, 46, 1232–1237.

    Article  Google Scholar 

  • Chamberlain, R., & Hayward, D. (1996). Evaluation of water quality and monitoring in the St Lucie estuary, Florida. Water Resources Bulletin, 32, 681–696.

    Article  CAS  Google Scholar 

  • Cheng, X. Y., & Li, S. J. (2006). An analysis on the evolvement processes of lake eutrophication and their characteristics of the typical lakes in the middle and lower reaches of Yangtze River. Chinese Science Bulletin, 51, 1603–1613.

    Article  CAS  Google Scholar 

  • Conley, D. J., Paerl, H. W., Howarth, R. W., Boesch, D. F., Seitzinger, S. P., Havens, K. E., et al. (2009). Controlling eutrophication: nitrogen and phosphorus. Science, 323, 1014–1015.

    Article  CAS  Google Scholar 

  • Dillon, P. J., & Rigler, F. H. (1974). Phosphorus–chlorophyll relationship in lakes. Limnology and Oceanography, 19, 767–773.

    Article  CAS  Google Scholar 

  • EPA (2010). Technical support document for U.S. EPA’s final rule for numeric criteria for nitrogen/phosphorus pollution in Florida’s inland surface fresh waters. Available at http://water.epa.gov/lawsregs/rulesregs/upload/floridatsd1.pdf.

  • FDEP (1996). Water quality assessment for the state of Florida. Bureau of Water Resources Protection, Division of Water Facilities. Florida Department of Environmental Protection, Tallahassee, FL.

  • FDEP (2010). Surface water quality standards. Chapter 62–302. Florida Department of Environmental Protection. Available online at http://www.dep.state.fl.us/secretary/events/designateduse/62_302_classifications_021510.pdf. Florida Department of Environmental Protection.

  • Forsberg, C., & Ryding, S. O. (1980). Eutrophication parameters and trophic state indices in 30 swedish waste-receiving lakes. Archives of Hydrobiology, 89, 189–207.

    CAS  Google Scholar 

  • French, T. D., & Petticrew, E. L. (2007). Chlorophyll a seasonality in four shallow eutrophic lakes (northern British Columbia, Canada) and the critical roles of internal phosphorus loading and temperature. Hydrobiologia, 575, 285–299.

    Article  CAS  Google Scholar 

  • Graneli, E., Weberg, M., & Salomon, P. S. (2008). Harmful algal blooms of allelopathic microalgal species: the role of eutrophication. Harmful Algae, 8, 94–102.

    Article  CAS  Google Scholar 

  • Havens, K. E., James, R. T., East, T. L., & Smith, V. H. (2003). N:P ratios, light limitation, and cyanobacterial dominance in a subtropical lake impacted by non-point source nutrient pollution. Environmental Pollution, 122, 379–390.

    Article  CAS  Google Scholar 

  • Havens, K. E., Jin, K. R., Iricanin, N., & James, R. T. (2007). Phosphorus dynamics at multiple time scales in the pelagic zone of a large shallow lake in Florida, USA. Hydrobiologia, 581, 25–42.

    Article  CAS  Google Scholar 

  • Hoagland, P., Anderson, D. M., Kaoru, Y., & White, A. W. (2002). Average annual economic impacts of harmful algal blooms in the United States: some preliminary estimates. Estuaries, 25, 677–695.

    Article  Google Scholar 

  • Howarth, R. W., Boyer, E. W., Pabich, W. J., & Galloway, J. N. (2002). Nitrogen use in the United States from 1961–2000 and potential future trends. Ambio, 31, 88–96.

    Google Scholar 

  • Huszar, V. L. M., Caraco, N. F., Roland, F., & Cole, J. (2006). Nutrient–chlorophyll relationships in tropical subtropical lakes: do temperate models fit? Biogeochemistry, 79, 239–250.

    Article  CAS  Google Scholar 

  • Jones, R., Kelso, D., & Schaeffer, E. (2008). Spatial and seasonal patterns in water quality in an embayment-mainstem reach of the tidal freshwater Potomac River, USA: a multiyear study. Environmental Monitoring and Assessment, 147, 351–375.

    Article  CAS  Google Scholar 

  • Kaushal, S. S., Groffman, P. M., Band, L. E., Shields, C. A., Morgan, R. P., Palmer, M. A., et al. (2008). Interaction between urbanization and climate variability amplifies watershed nitrate export in Maryland. Environmental Science & Technology, 42, 5872–5878.

    Article  CAS  Google Scholar 

  • Kraft, G., Browne, B., DeVita, W., & Mechenich, D. (2008). Agricultural pollutant penetration and steady state in thick aquifers. Groundwater, 46, 41–50.

    CAS  Google Scholar 

  • Mazumder, A., & Havens, K. E. (1998). Nutrient–chlorophyll–secchi relationships under contrasting grazer communities of temperate versus subtropical lakes. Canadian Journal of Fisheries and Aquatic Sciences, 55, 1652–1662.

    Article  CAS  Google Scholar 

  • Miller, J. A. (1990). Groundwater atlas of the United States, Segment 6, Alabama, Florida, Georgia, and South Carolina. U.S. Geological Survey Hydrologic Investigation Atlas.

  • Nurnberg, G. K. (1996). Trophic state of clear and colored, soft- and hardwater lakes with special consideration of nutrients, anoxia, phytoplankton and fish. Lake and Reservoir Management, 12, 432–447.

    Article  CAS  Google Scholar 

  • Olsen, S. M., Maynard, D. N., Hochmuth, G. J., Vavrina, C. S., Stall, W. M., Kucharek, T. A., et al. (2004). Tomato production in Florida. In S. M. Olsen & E. H. Simonne (Eds.), Vegetable production guide for Florida (pp. 301–316). Gainesville: University of Florida.

    Google Scholar 

  • Paerl, H. W. (2009). Controlling eutrophication along the freshwater–marine continuum: dual nutrient (N and P) reductions are essential. Estuaries & Coasts, 32, 593–601.

    Article  CAS  Google Scholar 

  • Pant, M. C., Sharma, A. P., & Sharma, P. C. (1980). Evidence for the increased eutrophication of lake nainital as a result of human interference. Environmental Pollution Series B, Chemical and Physical, 1, 149–161.

    Article  CAS  Google Scholar 

  • Pascoal, C., Marvanova, L., & Cassio, F. (2005). Aquatic hyphomycete diversity in streams of Northwest Portugal. Fungal Diversity, 19, 109–128.

    Google Scholar 

  • Perry, W. B. (2008). Everglades restoration and water quality challenges in south Florida. Ecotoxicology, 17, 569–578.

    Article  Google Scholar 

  • Peterson, L. (1990). Manatee River. In F. L. Sarasota, D. Marth and M. Marth (Eds.), The rivers of Florida (1st ed.). Saratosa: Pineapple Press.

  • Piehler, M. F., Dyble, J., Moisander, P. H., Chapman, A. D., Hendrickson, J., & Paerl, H. W. (2009). Interactions between nitrogen dynamics and the phytoplankton community in Lake George, Florida, USA. Lake and Reservoir Management, 25, 1–14.

    Article  Google Scholar 

  • Qian, Y., Migliaccio, K., Wan, Y., & Li, Y. (2007). Trend analysis of nutrient concentrations and loads in selected canals of the Southern Indian River Lagoon, Florida. Water, Air, and Soil Pollution, 186, 195–208.

    Article  CAS  Google Scholar 

  • Rampenthal, S. W., & Ferraro, B. A. (1987). Water quality in central Florida’s phosphate mineralized region. Final Report. Pub. No. 03-046-052. Florida Institute of Phosphate Research, Bartow, FL.

  • Redfield, A. C. (1934). On the proportions of organic derivatives in a sea water and their relation to the composition of plankton. In R. J. Daniel (Ed.), James Johnstone memorial volume (pp. 177–192). Liverpool: University Press of Liverpool.

    Google Scholar 

  • Robertson, D. M., & Schladow, S. G. (2008). Response in the water quality of the Salton Sea, California, to changes in phosphorus loading: an empirical modeling approach. Hydrobiologia, 604, 5–19.

    Article  CAS  Google Scholar 

  • Robertson, D., Schladow, S., & Holdren, G. (2008). Long-term changes in the phosphorus loading to and trophic state of the Salton Sea, California. Hydrobiologia, 604, 21–36.

    Article  CAS  Google Scholar 

  • Saini, R. K., Swain, S., Patra, A., Khanday, G. J., Gupta, H., Purushothaman, P., et al. (2008). Water chemistry of three Himalayan Lakes: Dal (Jammu & Kashmir), Khajjiar (Himachal Pradesh) and Nainital (Uttarakhand). Himalayan Geology, 29, 63–72.

    CAS  Google Scholar 

  • Shaver, E., Horner, R., Skupien, J., May, C., & Ridley, G. (2007). Fundamentals of urban runoff management. Madison: North American Lake Management Society.

    Google Scholar 

  • Sigua, G. C., Williams, M. J., Coleman, S. W., & Starks, R. (2006). Nitrogen and phosphorus status of soils and trophic state of lakes associated with forage-based beef cattle operations in Florida. Journal of Environmental Quality, 35, 240–252.

    Article  CAS  Google Scholar 

  • Steidinger, K. A., Landsberg, J. H., Tomas, C. R., & Burns, J. W. (1999). Harmful algal blooms in Florida. Submitted to Florida’s Harmful Algal Bloom Task Force by the Harmful Algal Bloom Task Force Technical Advisory Group. St. Petersburg: Florida Marine Research Institute.

    Google Scholar 

  • Steinman, A. D., & Ogdahl, M. (2008). Ecological effects after an alum treatment in Spring Lake, Michigan. Journal of Environmental Quality, 37, 22–29.

    Article  CAS  Google Scholar 

  • Stepenuck, K. F., Crunkilton, R. L., & Wang, L. Z. (2002). Impacts of urban landuse on macroinvertebrate communities in southeastern Wisconsin streams. Journal of the American Water Resources Association, 38, 1041–1051.

    Article  Google Scholar 

  • Swanson, N. L., Liss, W. J., Ziller, J. S., Wade, M. G., & Gresswell, R. E. (2000). Growth and diet of fish in Waldo Lake, Oregon. Lake and Reservoir Management, 16, 133–143.

    Article  Google Scholar 

  • SWFWMD. (2000). Water management lands trust fund—save our rivers/preservation 2000. Five-year plan. Brooksville: Southwest Florida Water Management District.

    Google Scholar 

  • Trevisan, G. V., & Forsberg, B. R. (2007). Relationships among nitrogen and total phosphorus, algal biomass and zooplankton density in the central Amazonia lakes. Hydrobiologia, 586, 357–365.

    Article  CAS  Google Scholar 

  • Vieira, L. R., Gravato, C., Soares, A. M. V. M., Morgado, F., & Guilhermino, L. (2009). Acute effects of copper and mercury on the estuarine fish Pomatoschistus microps: linking biomarkers to behaviour. Chemosphere, 76, 1416–1427.

    Article  CAS  Google Scholar 

  • Vitousek, P. M., Aber, J. D., Howarth, R. W., Likens, G. E., Matson, P. A., Schindler, D. W., et al. (1997). Human alteration of the global nitrogen cycle: sources and consequences. Ecological Applications, 7, 737–750.

    Google Scholar 

  • Weston, N. B., Hollibaugh, J. T., & Joye, S. B. (2009). Population growth away from the coastal zone: thirty years of land use change and nutrient export in the Altamaha River, GA. Science of the Total Environment, 407, 3347–3356.

    Article  CAS  Google Scholar 

  • Wetzel, R. G. (2001). Limnology: Lake and river ecosystems. 3rd ed. San Diego: Academic Press, p. 1006.

  • Yamada, T., Inoue, T., Fukuhara, H., Nakahare, O., Izuta, T., Suda, R., et al. (2007). Long-term trends in surface water quality of five lakes in Japan. Water, Air, & Soil Pollution: Focus, 7, 259–266.

    Article  CAS  Google Scholar 

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Acknowledgments

We are thankful to Bruce MacLeod and Mark Simpson of Utility Operations Department, Manatee County Government, Florida, United States, for providing access to water quality data.

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Correspondence to Gurpal S. Toor.

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Toor, G.S., Han, L. & Stanley, C.D. Temporal variability in water quality parameters—a case study of drinking water reservoir in Florida, USA. Environ Monit Assess 185, 4305–4320 (2013). https://doi.org/10.1007/s10661-012-2870-z

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