Interannual Variability of Cyanobacterial Blooms in Lake Erie
Authors/Creators
- 1. National Oceanic and Atmospheric Administration (NOAA)
- 2. National Center for Water Quality Research
Description
ABSTRACT
After a 20-year absence, severe cyanobacterial blooms have returned to Lake Erie in the last decade, in spite of negligible change in the annual load of total phosphorus (TP). Medium-spectral Resolution Imaging Spectrometer (MERIS) imagery was used to quantify intensity of the cyanobacterial bloom for each year from 2002 to 2011. The blooms peaked in August or later, yet correlate to discharge (Q) and TP loads only for March through June. The influence of the spring TP load appears to have started in the late 1990s, after Dreissenid mussels colonized the lake, as hindcasts prior to 1998 are inconsistent with the observed blooms. The total spring Q or TP load appears sufficient to predict bloom magnitude, permitting a seasonal forecast prior to the start of the bloom.
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References
- US Environmental Protection Agency (1986) A Phosphorus diet for the lower lakes, Executive summary of the US Task Force Plans for the Phosphorus Load Reduction to Lake Erie, Lake Ontario and Saginaw Bay. Chicago, US Environmental Protection Agency. 20 p.
- Culver DA, Baker DB, Richards RP, Beeton AM, Johengen TH, et al. (1999) Toxicity, ecological impact, monitoring, causes and public awareness of Microcystis blooms in Lake Erie: Final Report to the Lake Erie Commission. Columbus: Ohio State University. 146 p.
- Makarewicz JC, Bertram P (1991) Evidence for the restoration of the Lake Erie ecosystem. BioScience 41: 216–223.
- Millie DF, Fahnenstiel GL, Dyble-Bressie J, Pigg R, Rediske R, et al. (2009) Late-summer phytoplankton in western Lake Erie (Laurentian Great Lakes): Bloom distributions, toxicity, and environmental influences. Aquat Ecol 43: 915–934.
- Rinta-Kanto J M, Ouellette AJA, Boyer GL, Twiss MR, Bridgeman TB, et al. (2005) Quantification of Toxic Microcystis spp. during the 2003 and 2004 blooms in western Lake Erie using quantitative real-time PCR. Environ Sci Technol 39: 4198–4205.
- Joosse PJ, Baker DB (2011) Context for re-evaluating agricultural source phosphorus loadings to the Great Lakes. Can J Soil Sci 91: 317–327.
- Budd JW, Drummer TD, Nalepa TF, Fahnenstiel GL (2001) Remote sensing of biotic effects: Zebra mussels (Dreissena polymorpha) influence on water clarity in Saginaw Bay, Lake Huron. Limnol Oceanogr 46: 213–223.
- Vanderploeg HA, Nalepa TF, Jude DJ, Mills EL, Holeck KT, et al. (2002) Dispersal and emerging ecological impacts of Ponto-Caspian species in the Laurentian Great Lakes. Can J Fish Aquat Sci 59: 1209–1228.
- Conroy JD, Kane DD, Dolan DM, Edwards WJ, Charlton MN, et al. (2005) Temporal trends in Lake Erie plankton biomass: roles of external phosphorus loading and Dreissenid mussels. J. Great Lakes Res 31: 89–110.
- Richards RP, Calhoun FG, Matisoff G (2002) The Lake Erie agricultural systems for environmental quality project: An introduction. J Environ Qual 31: 6–16.
- Carmichael WW (2008) A world overview one-hundred, twenty-seven years of research on toxic cyanobacteria–where do we go from here? Adv Exp Med Biol 619: 105–125.
- Graham JL, Loftin KA, Meyer MT, Ziegler AC (2010) Cyanotoxin mixtures and taste-and-odor compounds in cyanobacterial blooms from the Midwestern United States. Environ Sci Technol 44: 7361–7368.
- Paerl HW, Huisman J (2008) Blooms like it hot. Science 320: 57–58.
- Kahru M, Horstmann U, Rud O (1994) Satellite detection of increased cyanobacteria blooms in the Baltic Sea: Natural fluctuation or ecosystem change? Ambio 23: 469–472.
- Wynne TT, Stumpf RP, Tomlinson MC, Dyble J (2010) Characterizing a cyanobacterial bloom in western Lake Erie using satellite imagery and metrological data. Limnol Oceanogr 55: 2025–2036.
- Binding CE, Greenberg TA, Bukata RP (2011) Time series of algal blooms in Lake of the Woods using the MERIS maximum chlorophyll index. J Plankton Res 33: 1847–1852.
- Ruiz-Verdú A, Simis SGH, de Hoyos C, Gons HJ, Peña-Martínez R (2008) An evaluation of algorithms for the remote sensing of cyanobacterial biomass. Remote Sens of Environ 112: 3996–4008.
- Hunter PD, Tyler AN, Willby NJ, Gilvear DJ (2008) The spatial dynamics of vertical migration by Microcystis aeruginosa in a eutrophic shallow lake: A case study using high spatial resolution time-series airborne remote sensing. Limnol Oceanogr 53: 2391–2406.
- Wynne TT, Stumpf RP, Tomlinson MC, Warner RA, Tester PA, et al. (2008) Relating spectral shape to cyanobacterial blooms in the Laurentian Great Lakes. Int J Remote Sens 29: 3665–3672.
- Gower JFR, Doerffer R, Borstad GA (1999) Interpretation of the 685 nm peak in water-leaving radiance spectra in terms of fluorescence, absorption and scattering, and its observation by MERIS. Int J Remote Sens 20: 1771–1786.
- Gower JFR, King S, Borstad GA, Brown L (2005) Detection of intense plankton blooms using the 709 nm band of the MERIS imaging spectrometer. Int J Remote Sens 26: 2005–2012.
- European Space Agency (2012) MERIS Products and algorithms. Available: http://envisat.esa.int/handbooks/meris/CNTR2.htm. Accessed: 2012 March 01.
- Graham JL, Loftin KA, Kamman N (2009) Monitoring recreational freshwaters. Lakelines 29: 18–24.
- NOAA (2012) Harmful Algal Blooms in Lake Erie – Experimental HAB Bulletin. Available: http://www.glerl.noaa.gov/res/Centers/HABS/lake_erie_ hab/lake_erie_hab.htm. Accessed: 2012 March 01.
- Kutser T (2004) Quantitative detection of chlorophyll in cyanobacterial blooms by satellite remote sensing. Limnol Oceanogr 49: 2179–2189.
- NASA (2012) Giovanni Goddard Earth Sciences, Data & Information Services Center. Available: http://disc.sci.gsfc.nasa.gov/giovanni/overview/index.html. Accessed: 2012 May 01.
- USGS (2012) http://waterwatch.usgs.gov/.Accessed: 2012 May 01.
- NCWQR (2012) National Center for Water Quality Research. Available: http://www.heidelberg.edu/NCWQR. Accessed: 2012 March 01.
- O'Dell J (1993) Determination of phosphorus by semi-automated colorimetry. Method 365.1. EPA 600/R-93/100: Environmental Monitoring Systems Laboratory, Office of Research and Development. Cincinnati: US Environmental Protection Agency. 17 p.
- Richards RP, Baker DB, Crumrine JP, Stearns AM (2010) Unusually large loads in 2007 from the Maumee and Sandusky Rivers, tributaries to Lake Erie. J Soil Water Conserv 65: 450–462.
- R Development Core Team (2011) R: A language and environment for statistical computing. Vienna: R Foundation for Statistical Computing. ISBN 3– 900051–07–0. 1706 p.
- 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. J Great Lakes Res 37: 92–100.
- Long BM, Jones GJ, Orr PT (2001) Cellular microcystin content in N-limited Microcystis aeruginosa can be predicted from growth rate. Appl Environ Microbiol 67: 278–283.
- Brookes JD, Carey CC (2011) Resilience to blooms. Science 334: 46–47.
- Bridgeman TB, Chaffin JD, Kane DD, Conroy JD, Panek SE, et al. (2012) J Great Lakes Res 38: 90–97.
- Kutovaya OA, McKay RML, Beall BFN, Wilhelm SW, Kane DD, et al. (2012) Harmful Algae 15: 71–77.
- Budd JW, Beeton AM, Stumpf RP, Culver DA, Kerfoot WC (2001) Satellite observations of Microcystis blooms in western Lake Erie. Verh Internat Verein Limnol. 27: 3787–3793.
- Nalepa TF, Fahnenstiel GL (1995) Dreissena polymorpha in the Saginaw Bay, Lake Huron ecosystem: overview and perspective. J Great Lakes Res 21: 411–416.
- Wang J, Bai Z, Hu H, Clites A, Colton M, et al. (2012) Temporal and spatial variability of Great Lakes ice cover, 1973–2010. J Clim 25: 1318–1329.
- Twiss MR, McKay RML, Bourbonniere RA, Bullerjahn GS, Carrick HJ, et al. (2012) Diatoms abound in ice-covered Lake Erie: An investigation of offshore winter limnology in Lake Erie over the period 2007 to 2010. J Great Lakes Res 38: 18–30.
- Binding CE, Greenberg TA, Bukata RP, Smith DE, Twiss MR (2012) The MERIS MCI and its potential for satellite detection of winter diatom blooms on partially ice-covered Lake Erie. J Plankton Res 34: 569–573.
- McGillicuddy DJ, Townsend DW, He R, Keafer BA, Kleindinst JL, et al. (2011) Suppression of the 2010 Alexandrium fundyense bloom by changes in physical, biological, and chemical properties of the Gulf of Maine. Limnol Oceanogr 56: 2411–2426.
- Evans MA, Scavia D (2010) Forecasting hypoxia in the Chesapeake Bay and Gulf of Mexico: Model accuracy, precision, and sensitivity to ecosystem change. Environ Res Lett 6: 1–11.