TECHNICAL PAPERS
Jun 1, 2008

Spatial-Dynamic Modeling of Algal Biomass in Lake Erie: Relative Impacts of Dreissenid Mussels and Nutrient Loads

Publication: Journal of Environmental Engineering
Volume 134, Issue 6

Abstract

Over the past several decades, reductions in phytoplankton stocks and increased water clarity in Lake Erie have resulted from phosphorus load abatement and the introduction of zebra (Dreissena polymorpha) and quagga mussels (D. bugensis). The relative impacts of these developments and their implications for lake management have remained difficult to delineate. To address this issue, we numerically model the complex biophysical interactions occurring in Lake Erie using a two-dimensional hydrodynamic and water quality model that is extended to include dreissenid mussel and zooplankton algorithms. The model reasonably simulates longitudinal trends in water quality as well as the dynamics of central basin hypoxia. Phosphorus is the limiting nutrient through the euphotic zone and its control decreases the algal growth rate and biomass (5560%) . Filter feeding by dreissenid mussels also decreases algal biomass (2530%) , simultaneously stimulating increased net algae growth through enhanced algal consumption and subsequent phosphorus recycling. Effective recycling implies that algae stocks are ultimately regulated by external phosphorus loads. Returning phosphorus loads to pre-abatement 1960s levels, in the presence of dreissenid mussels, results in a western basin algae concentration of 0.7mgdryweightL1 with a potential for nuisance algae growth.

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Acknowledgments

The first and second writers were at the Department of Mechanical and Industrial Engineering, University of Toronto, during the development of the dreissenid mussel and zooplankton algorithms. They thank J. D. Conroy for discussions on Lake Erie ecology and T. M. Cole from the USACE for providing the original W2 source code and helping with its application to Lake Erie. This project was primarily funded by the Ohio Sea Grant College Program Grant No. NA86RG0053 (Project No. R/EM-20) to the third author and by the Ohio State University. The writers acknowledge numerous agencies and individuals for supplying input and calibration data, including: J. D. Ackerman (Univ. Guelph, Guelph, Ont., Canada), F. M. Boyce and E. S. Millard (NWRI), P. Richards (Heidelberg College, Tiffin, Ohio), and D. Dolan (Univ. Wisconsin-Green Bay).

References

Ackerman, J. D., Loewen, M. R., and Hamblin, P. F. (2001). “Benthic-pelagic coupling over a zebra mussel reef in western Lake Erie.” Limnol. Oceanogr., 46(4), 892–904.
Arnott, D. L., and Vanni, M. J. (1996). “Nitrogen and phosphorus recycling by the zebra mussel (Dreissena polymorpha) in the western basin of Lake Erie.” Can. J. Fish. Aquat. Sci., 53(3), 646–659.
Bierman, V. J., Jr., Kaur, J., DePinto, J. V., Feist, T. J., and Dilks, D. W. (2005). “Modeling the role of zebra mussels in the proliferation of blue-green algae in Saginaw Bay, Lake Huron.” J. Great Lakes Res., 31(1), 32–55.
Boegman, L. (1999). “Application of a two-dimensional hydrodynamic and water-quality model to Lake Erie.” MASc thesis, Univ. of Toronto, Toronto.
Boegman, L. (2006). “A model of the stratification and hypoxia in central Lake Erie.” Proc., 6th Int. Symp. on Stratified Flows, IAHR, Univ. of Western Australia, Perth, Wash., 608–613.
Boegman, L., Loewen, M. R., Hamblin, P. F., and Culver, D. A. (2001). “Application of a two-dimensional hydrodynamic reservoir model to Lake Erie.” Can. J. Fish. Aquat. Sci., 58(5), 858–869.
Boegman, L., Loewen, M. R., Hamblin, P. F., and Culver, D. A. (2008). “Vertical mixing and weak stratification over zebra mussel colonies in western Lake Erie.” Limnol. Oceanogr., 53(3), 1093–1110.
Boyce, F. M., Charlton, M. N., Rathke, D., Mortimer, C. H., and Bennett, J., eds. (1987). “Lake Erie binational study 1979–1980.” J. Great Lakes Res., 13(4), 405–840.
Brandt, S. B. (2007). “The Great Lakes ecosystem: Can we forecast the future?” Proc., 50th IAGLR Conf. on Great Lakes Research, IAGLR, Penn State Univ., University Park, Pa.
Burns, N. M. (1976). “Nutrient budgets for Lake Erie, 1970.” J. Fish. Res. Board Can., 33, 520–536.
Burns, N. M., and Ross, C., eds. (1972). “Project Hypo.” Technical Rep. No. TS-05-71-208-24, Paper No. 6, Canada Centre for Inland Waters, Burlington, Ont.
Chapra, S. C. (1977). “Total phosphorus model for the Great Lakes.” J. Envir. Engrg. Div., 103(2), 147–161.
Charlton, M. N. (1994). “The case for research on the effects of zebra mussels in Lake Erie: Visualization of information from August and September 1993.” J. Biol. Syst., 2(4), 467–480.
Charlton, M. N., LeSage, R., and Milne, J. E. (1999). “Lake Erie in transition: The 1990’s.” State of Lake Erie (SOLE)—Past, present and future, M. Munawar, T. Edsall, and I. F. Munawar eds., Ecovision World Monograph Series. Backhuys Publishers, Leiden, The Netherlands, 91–113.
Cole, T. M., and Buchak, E. M. (1995). “CE-QUAL-W2: A two-dimensional, laterally averaged, hydrodynamic and water-quality model, version 2.0: User manual.” Instruction Rep. EL-95-1, U.S. Army Engineer Waterways Experiment Station, Vicksburg, Miss.
Conroy, J. D., Edwards, W. J., Pontius, R. A., Kane, D. D., Zhang, H., Shea, J. F., Richey, J. N., and Culver, D. A. (2005a). “Soluble nitrogen and phosphorus excretion of exotic freshwater mussels (Dreissena spp.): Potential impacts for nutrient remineralisation in western Lake Erie.” Freshwater Biol., 50(7), 1146–1162.
Conroy, J. D., Kane, D. D., Dolan, D. M., Edwards, W. J., Charlton, M. N., and Culver, D. A. (2005b). “Temporal trends in Lake Erie plankton biomass: Roles of external phosphorus loading and dreissenid mussels.” J. Great Lakes Res., 31(Suppl. 2), 89–110.
Culver, D. A., Boucherle, M. M., Bean, D. J., and Fletcher, J. W. (1985). “Biomass of freshwater crustacean zooplankton from length-weight regressions.” Can. J. Fish. Aquat. Sci., 42(8), 1380–1390.
Dolan, D. M. (1993). “Point source loadings of phosphorus to Lake Erie: 1986–1990.” J. Great Lakes Res., 19(2), 212–223.
Dolan, D. M., Yui, A. K., and Feist, R. D. (1981). “Evaluation of river load estimation methods for total phosphorus.” J. Great Lakes Res., 7(3), 207–214.
Drynan, W. R., and Davis, M. J. (1978). “Application of the universal soil loss equation to the estimation of nonpoint sources of pollutant loadings to the great lakes.” Technical Rep., to the International Reference Group on Great Lakes Pollution from Land Use Activities of the International Joint Commission, Windsor, Ontario.
Edwards, W. J., Rehmann, C. R., McDonald, E., and Culver, D. A. (2005). “The impact of a benthic filter feeder: Limitations imposed by physical transport of algae to the benthos.” Can. J. Fish. Aquat. Sci., 62(1), 205–214.
Effler, S. W., and Siegfried, C. (1994). “Zebra mussel (Dreissena polymorpha) populations in the Seneca River, New York: Impact on oxygen resources.” Environ. Sci. Technol., 28(12), 2216–2221.
Fraser, A. S. (1987). “Tributary and point source total phosphorus loading to Lake Erie.” J. Great Lakes Res., 13(4), 659–666.
Frost, P. C., and Culver, D. A. (2001). “Spatial and temporal variability of phytoplankton and zooplankton in western Lake Erie.” J. Freshwater Ecology, 16(33), 435–443.
Haltuch, M. A., Berkman, P. A., and Garton, D. W. (2000). “Geographic information system (GIS) analysis of ecosystem invasion: Exotic mussels in Lake Erie.” Limnol. Oceanogr., 45(8), 1778–1787.
Hamblin, P. F. (1987). “Meteorological forcing and water level fluctuations on Lake Erie.” J. Great Lakes Res., 13(4), 436–453.
Hecky, R. E., Smith, R. E. H., Barton, D. R., Guildford, S. J., Taylor, W. D., Charlton, M. N., and Howell, T. T. (1994). “The nearshore phosphorus shunt: A consequence of ecosystem engineering by dreissenids in the Laurentian Great Lakes.” Can. J. Fish. Aquat. Sci., 61(7), 1285–1293.
Ivey, G. N., and Patterson, J. C. (1984). “A model of the vertical mixing in Lake Erie in summer.” Limnol. Oceanogr., 29(3), 553–563.
James, W. F., Barko, J. W., Davis, M., Eakin, H. L., Rogala, J. T., and Miller, A. C. (2002). “Filtration and excretion by zebra mussels: Implications for water quality impacts in Lake Pepin, Upper Mississippi River.” J. Freshwater Ecology, 15(4), 429–437.
Knoechel, R., and Holtby, L. B. (1986). “Construction and validation of a body-length-based model for the prediction of cladoceran community filtering rates.” Limnol. Oceanogr., 31(1), 1–16.
Koseff, J. R., Holen, J. K., Monismith, S. G., and Cloern, J. E. (1993). “Coupled effects of vertical mixing and benthic grazing on phytoplankton populations in shallow, turbid estuaries.” J. Mar. Res., 51(4), 843–868.
Lam, D. C. L., Schertzer, W. M., and Fraser, A. S. (1983). “Simulation of Lake Erie water-quality responses to loading and weather variations.” Scientific Series No. 134, National Water Research Institute, Inland Waters Directorate, Canada Centre for Inland Waters, Burlington, Canada.
Lam, D. C. L., Schertzer, W. M., and Fraser, A. S. (1987). “A post-audit analysis of the NWRI nine-box water-quality model for Lake Erie.” J. Great Lakes Res., 13(4), 782–800.
León, L. F., Imberger, J., Smith, R., Hecky, R., Lam, D. C., and Schertzer, W. (2005). “Modeling as a tool for nutrient management in Lake Erie: A hydrodynamics study.” J. Great Lakes Res., 31(Suppl. 2), 309–318.
Ludsin, S. A., Kershner, M. W., Blocksom, K. A., Knight, R. L., and Stein, R. A. (2001). “Life after death in Lake Erie: Nutrient controls drive fish species richness, rehabilitation.” Ecol. Appl., 11(3), 731–746.
MacIsaac, H. J., Sprules, W. G., and Johannsson, O. E., and Leach, J. H. (1992). “Filtering impacts of larval and sessile zebra mussels (Dreissena polymorpha) in western Lake Erie.” Oecologia, 92(1), 30–39.
Madenjian, C. P. (1995). “Removal of algae by the zebra mussel (Driessena polymorpha) population in western Lake Erie—A bioenergetics approach.” Can. J. Fish. Aquat. Sci., 52(2), 381–390.
Mortimer, C. H. (1987). “Fifty years of physical investigations and related limnological studies on Lake Erie, 1928–1977.” J. Great Lakes Res., 13(4), 407–435.
Mourelatos, S., Rougier, C., and Pourriot, R. (1989). “Diel patterns of zooplankton grazing in a shallow lake.” J. Plankton Res., 11(5), 1021–1035.
Noonburg, E. G., Shuter, B. J., and Abrams, P. A. (2003). “Indirect effects of zebra mussels (Dreissena polymorpha) on the planktonic food web.” Can. J. Fish. Aquat. Sci., 60, 1353–1368.
O’Riordan, C. A., Monismith, S. G., and Koseff, J. R. (1995). “The effect of bivalve excurrent jet dynamics on mass transfer in a benthic boundary layer.” Limnol. Oceanogr., 40(2), 330–344.
Schertzer, W. M. (1987). “Heat balance and heat storage estimates for Lake Erie, 1967 to 1982.” J. Great Lakes Res., 13(4), 454–467.
Schladow, S. G., and Hamilton, D. P. (1997). “Prediction of water-quality in lakes and reservoirs: Part II—Model calibration, sensitivity analysis and application.” Ecol. Modell., 96(1–3), 111–123.
Steiner, C. F. (2003). “Keystone predator effects and grazer control of planktonic primary production.” Oikos, 101(3), 569–577.
Task Group III. (1978). Fifth year review of Canada–U.S. Great Lakes water quality agreement, IJC-Regional Office, Windsor, Ont., Canada.
Vanni, M. J. (2002). “Nutrient cycling by animals in freshwater ecosystems.” Annu. Rev. Ecol. Syst., 33, 341–70.
Vaughan, R. D., and Harlow, G. L. (1965). “Pollution of the Detroit River, Michigan waters of Lake Erie and their tributaries.” Rep., U.S. Department of Health, Education, and Welfare. Public Health Service, Division of Water Supply and Pollution Control, Grosse Ile, Mich.
Weisgerber, K. M. (1999). “Lower trophic level dynamics in western basin, Lake Erie: Changes in biomass, clearance and nutrient excretion rates in crustacean zooplankton versus zebra mussels.” MSc thesis, Ohio State Univ., Columbus, Ohio.
Wen, Y. H., and Peters, R. H. (1994). “Empirical models of phosphorus and nitrogen excretion rates by zooplankton.” Limnol. Oceanogr., 39(7), 1669–1679.
Wu, L., and Culver, D. A. (1991). “Zooplankton grazing and phytoplankton abundance an assessment before and after invasion of Dreissena polymorpha.” J. Great Lakes Res., 17(4), 425–436.
Yaksich, S. M., Melfi, D. A., Baker, D. B., and Kramer, J. W. (1985). “Lake Erie nutrient loads, 1970–1980.” J. Great Lakes Res., 11(2), 117–131.
Yu, N., and Culver, D. A. (1999). “Estimating the effective clearance rate and refiltration by zebra mussels, Dreissena polymorpha, in a stratified reservoir.” Freshwater Biol., 41(3), 481–492.
Zhang, H. (2006). “Ecological modelling of the lower trophic levels of Lake Erie.” Ph.D. thesis, Ohio State Univ., Columbus, Ohio.

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Published In

Go to Journal of Environmental Engineering
Journal of Environmental Engineering
Volume 134Issue 6June 2008
Pages: 456 - 468

History

Received: Jan 4, 2007
Accepted: Dec 10, 2007
Published online: Jun 1, 2008
Published in print: Jun 2008

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Authors

Affiliations

Leon Boegman [email protected]
Assistant Professor, Dept. of Civil Engineering, Queen’s Univ., Kingston ON, Canada K7L 3N6. E-mail: [email protected]
Mark R. Loewen
Professor, Dept. of Civil and Environmental Engineering, Univ. of Alberta, Edmonton AB, Canada T6G 2W2.
David A. Culver
Professor, Dept. of Evolution, Ecology and Organismal Biology, The Ohio State Univ., Columbus, OH 43210.
Paul F. Hamblin
Retired, National Water Research Institute, Environment Canada, Burlington ON, Canada L7R 4A6.
Murray N. Charlton
Retired, National Water Research Institute, Environment Canada, Burlington ON, Canada L7R 4A6.

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