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Dreissena in the Great Lakes: what have we learned in 30 years of invasion

  • INVASIVE FRESHWATER MOLLUSCS
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Abstract

We summarized over 30 years of research on zebra and quagga mussels in the Laurentian Great Lakes and compared with data from European and North American inland lakes. Invasion dynamics, growth, and reproduction of dreissenids in the Great Lakes are governed by lake morphometry. At < 30 m mussels overshot their carrying capacity and declined within 13–15 years after first detection. At 30–90 m their densities increased more slowly and declined to a lesser extent, while at > 90 m populations continue to increase even after 30 years of invasion. After the proliferation of quagga mussels, benthic wet biomass (including molluscs shells) increased about two orders of magnitude and currently exceeds zooplankton biomass > 40-fold. Strong benthic/pelagic coupling redirects food and energy from the water column to the bottom causing an increase in Secchi depth, decline in phosphorus, chlorophyll, phytoplankton and zooplankton biomass. The abundance of commercially important fishes declined as a result of the dramatic decrease in their main food deep water amphipods Diporeia, which has been outcompeted by exotic mussels. However, the introduction of round goby into the Great Lakes in the 1990s provided an important link between dreissenids and commercially and recreationally valuable fish species, increasing their productivity.

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References

  • Ackerman, J. D., M. R. Loewen & P. F. Hamblin, 2001. Benthic-pelagic coupling over a zebra mussel reef in western Lake Erie. Limnology and Oceanography 46: 892–904.

    Article  Google Scholar 

  • Alimov, A. F., 1974. Patterns of the growth of freshwater bivalve molluscs. Zhurnal Obschei Biologii 35: 576–589 (in Russian).

    CAS  Google Scholar 

  • Allen, Y. C., B. A. Thompson & C. W. Ramcharan, 1999. Growth and mortality rates of the zebra mussel, Dreissena polymorpha, in the Lower Mississippi River. Canadian Journal of Fisheries and Aquatic Sciences 56: 748–759.

    Article  Google Scholar 

  • Baldwin, B. S., M. S. Mayer, J. Dayton, N. Pau, J. Mendilla, M. Sullivan, A. Moore, A. Ma & E. L. Mills, 2002. Comparative growth and feeding in zebra and quagga mussels (Dreissena polymorpha and Dreissena bugensis): implications for North American lakes. Canadian Journal of Fisheries and Aquatic Sciences 59: 680–694.

    Article  Google Scholar 

  • Balogh, C., A. Vláčilová & L. G.-Tóth & Z. Serfőző, 2018. Dreissenid colonization during the initial invasion of the quagga mussel in the largest Central European shallow lake, Lake Balaton, Hungary. Journal of Great Lakes Research 44: 114–125.

  • Barbiero, R. P. & M. L. Tuchman, 2004. Long-term dreissenid impacts on water clarity in Lake Erie. Journal of Great Lakes Research 30: 557–565.

    Article  Google Scholar 

  • Barbiero, R. P., D. C. Rockwell, G. J. Warren & M. L. Tuchman, 2006. Changes in spring phytoplankton communities and nutrient dynamics in the eastern basin of Lake Erie since the invasion of Dreissena spp. Canadian Journal of Fisheries and Aquatic Sciences 63: 1549–1563.

    Article  CAS  Google Scholar 

  • Barbiero, R. P., B. M. Lesht & G. J. Warren, 2011a. Evidence for bottom–up control of recent shifts in the pelagic food web of Lake Huron. Journal of Great Lakes Research 37: 78–85.

    Article  Google Scholar 

  • Barbiero, R. P., K. Schmude, B. M. Lesht, C. M. Riseng, G. J. Warren & M. L. Tuchman, 2011b. Trends in Diporeia populations across the Laurentian Great Lakes, 1997–2009. Journal of Great Lakes Research 37: 9–17.

    Article  Google Scholar 

  • Barbiero, R. P., B. M. Lesht & G. J. Warren, 2012. Convergence of trophic state and the lower food web in Lakes Huron, Michigan and Superior. Journal of Great Lakes Research 38: 368–380.

    Article  CAS  Google Scholar 

  • Barbiero, R. P., B. M. Lesht, G. J. Warren, L. G. Rudstam, J. M. Watkins, E. D. Reavie, K. E. Kovalenko & A. Y. Karatayev, 2018. A comparative examination of recent changes in nutrients and lower food web structure in Lake Michigan and Lake Huron. Journal of Great Lakes Research 44: 573–589.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Barbiero, R. P., L. G. Rudstam, J. M. Watkins & B. M. Lesht, 2019. A cross-lake comparison of crustacean zooplankton communities in the Laurentian Great Lakes, 1997–2016. Journal of Great Lakes Research 45: 672–690.

    Article  Google Scholar 

  • Barrett, K. B., J. M. Haynes & D. I. Warton, 2017. Thirty years of change in a benthic macroinvertebrate community of southwestern Lake Ontario after invasion by four Ponto-Caspian species. Freshwater Science 36(1): 90–102.

    Article  Google Scholar 

  • Barton, D. R., R. A. Johnson, L. Campbell, J. Petruniak & M. Patterson, 2005. Effects of round gobies (Neogobius melanostomus) on dreissenid mussels and other invertebrates in eastern Lake Erie, 2002–2004. Journal of Great Lakes Research 31: 252–261.

    Article  Google Scholar 

  • Bayba, S., L. E. Burlakova, A. Y. Karatayev & R. J. Warren II., 2022. Non-native Dreissena associated with increased native benthic community abundance with greater lake depth. Journal of Great Lakes Research 48: 734–745.

    Article  Google Scholar 

  • Beekey, M. A., D. J. McCabe & J. E. Marsden, 2004. Zebra mussels affect benthic predator foraging success and habitat choice on soft sediments. Oecologia 141: 164–170.

    Article  CAS  PubMed  Google Scholar 

  • Benson, A. J., 2014. Chronological history of zebra and quagga mussels (Dreissenidae) in North America, 1988–2010. In Nalepa, T. F. & D. W. Schloesser (eds), Quagga and Zebra Mussels: Biology, Impacts, and Control 2nd ed. CRC Press, Boca Raton, Florida, USA: 9–31.

    Google Scholar 

  • bij de Vaate, A., G. Van der Velde, R. S. E. W. Leuven & K. C. M. Heiler, 2014. Spread of the quagga mussel, Dreissena rostriformis bugensis, in Western Europe. In Nalepa, T. F. & D. W. Schloesser (eds), Quagga and Zebra Mussels: Biology, Impacts, and Control 2nd ed. CRC Press, Boca Raton, Florida, USA: 83–92.

    Google Scholar 

  • Bistolas, K. S. I., E. W. Jackson, J. M. Watkins, L. G. Rudstam & I. Hewson, 2017. Distribution of circular-stranded DNA viruses associated with benthic amphipods of genus Diporeia in the Laurentian Great Lakes. Freshwater Biology 62: 1220–1231.

    Article  CAS  Google Scholar 

  • Bitterman, A. M., R. D. Hunter & R. C. Haas, 1994. Allometry of shell growth of caged and uncaged zebra mussels (Dreissena polymorpha) in Lake St. Clair. American Malacological Bulletin 11(1): 41–49.

    Google Scholar 

  • Borcherding, J., M. Dolina, L. Heermann, P. Knutzen, S. Krüger, S. Matern, R. van Treeck & S. Gertzen, 2013. Feeding and niche differentiation in three invasive gobies in the Lower Rhine, Germany. Limnologica 43: 49–58.

    Article  Google Scholar 

  • Botts, P. S. & B. A. Patterson, 1996. Zebra mussel effects on benthic invertebrates: physical or biotic? Journal of the North American Benthological Society 15: 179–184.

    Article  Google Scholar 

  • Bruestle, E. L., C. Karboski, A. Hussey, A. T. Fisk, K. Mehler, C. Pennuto & D. Gorsky, 2019. Novel trophic interaction between lake sturgeon (Acipenser fulvescens) and non-native species in an altered food web. Canadian Journal of Fisheries and Aquatic Sciences 76(1): 6–14.

    Article  CAS  Google Scholar 

  • Brush, J. M., A. T. Fisk, N. E. Hussey & T. B. Johnson, 2012. Spatial and seasonal variability in the diet of round goby (Neogobius melanostomus): stable isotopes indicate that stomach contents overestimate the importance of dreissenids. Canadian Journal of Fisheries and Aquatic Sciences 69: 573–586.

    Article  CAS  Google Scholar 

  • Bunnell, D. B., T. B. Johnson & C. T. Knight, 2005. The impact of introduced round gobies (Neogobius melanostomus) on phosphorus cycling in central Lake Erie. Canadian Journal of Fisheries and Aquatic Sciences 62: 15–29.

    Article  CAS  Google Scholar 

  • Bunnell, D. B., R. P. Barbiero, S. A. Ludsin, C. P. Madenjian, G. J. Warren, D. M. Dolan, T. O. Brenden, R. Briland, O. T. Gorman, Ji. X. He, T. H. Johengen, B. F. Lantry, B. M. Lesht, T. F. Nalepa, S. C. Riley, C. M. Riseng, T. J. Treska, I. Tsehaye, M. G. Walsh, D. M. Warner & B. C. Weidel, 2014. Changing ecosystem dynamics in the Laurentian Great Lakes: bottom-up and top-down regulation. BioScience 64: 26–39.

    Article  Google Scholar 

  • Burlakova, L. E., 1998. Ecology of Dreissena polymorpha (Pallas) and its role in the structure and function of aquatic ecosystems. Candidate Dissertation, Zoology Institute of the Academy of Science Republic Belarus, Minsk (Belarus): 167 pp. (in Russian).

  • Burlakova, L. E., A. Y. Karatayev & D. K. Padilla, 2006. Changes in the distribution and abundance of Dreissena polymorpha within lakes through time. Hydrobiologia 517: 133–146.

    Article  Google Scholar 

  • Burlakova, L. E., A. Y. Karatayev & V. A. Karatayev, 2012. Invasive mussels induce community changes by increasing habitat complexity. Hydrobiologia 685: 121–134.

    Article  Google Scholar 

  • Burlakova, L. E., B. L. Tulumello, A. Y. Karatayev, R. A. Krebs, D. W. Schloesser, D. T. Zanatta, W. L. Patterson, T. A. Griffith, M. W. Scott & T. Crail, 2014. Competitive replacement of invasive congeners may relax impact on native species: interactions among zebra, quagga, and native unionid mussels. PLoS ONE 9(12): E114926. https://doi.org/10.1371/journal.pone.0114926.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Burlakova, L. E., R. P. Barbiero, A. Y. Karatayev, S. E. Daniel, E. K. Hinchey & G. J. Warren, 2018. The benthic community of the Laurentian Great Lakes: analysis of spatial gradients and temporal trends from 1998–2014. Journal of Great Lakes Research 44: 600–617.

    Article  PubMed  PubMed Central  Google Scholar 

  • Burlakova, L. E., A. Y. Karatayev, A. R. Hrycik, S. E. Daniel, K. Mehler, L. G. Rudstam, J. M. Watkins, R. Dermott, J. Scharold, A. K. Elgin & T. F. Nalepa, 2022a. Six decades of Lake Ontario ecological history according to benthos. Journal of Great Lakes Research 48: 274–288.

    Article  PubMed  Google Scholar 

  • Burlakova, L. E., A. Y. Karatayev, D. Boltovskoy & N. M. Correa. 2022b. Ecosystem services provided by the exotic bivalves Dreissena polymorpha, D. rostriformis bugensis, and Limnoperna fortunei. Hydrobiologia. https://doi.org/10.1007/s10750-022-04935-4

  • Casper, A. F., L. E. Johnson & H. Glémet, 2014. In situ reciprocal transplants reveal species-specific growth pattern and geographic population differentiation among zebra and quagga mussels. Journal of Great Lakes Research 40: 705–711.

    Article  Google Scholar 

  • Chapra, S. C. & D. M. Dolan, 2012. Great Lakes total phosphorus revisited: 2. Mass balance modeling. Journal of Great Lakes Research 38: 741–754.

    Article  CAS  Google Scholar 

  • Charlebois, P. M., J. E. Marsden, R. G. Goettel, R. K. Wolfe, D. J. Jude & S. Rudnicka, 1997. The round goby, Neogobius melanostomus (Pallas), a review of European and North American literature, Illinois Natural History Survey Special Publications, No:, 20.

    Google Scholar 

  • Chase, M. E. & R. C. Bailey, 1999. The ecology of the zebra mussels (Dreissena polymorpha) in the lower Great Lakes of North America: I. Population dynamics and growth. Journal of Great Lakes Research 25: 107–124.

    Article  Google Scholar 

  • Claxton, W. T. & G. L. Mackie, 1998. Seasonal and depth variations in gametogenesis and spawning of Dreissena polymorpha and Dreissena bugensis in eastern Lake Erie. Canadian Journal of Zoology 76: 2010–2019.

    Article  Google Scholar 

  • Crane, D. P. & D. W. Einhouse, 2016. Changes in growth and diet of smallmouth bass following invasion of Lake Erie by the round goby. Journal of Great Lakes Research 42: 405–412.

    Article  Google Scholar 

  • Dall, P. C. & K. Hamburger, 1996. Recruitment and growth of Dreissena polymorpha in Lake Esrom, Denmark. Limnologica 26(1): 27–37.

    Google Scholar 

  • Dermott, R., 1994. Benthic invertebrate fauna of Lake Erie 1979: distribution, abundance and biomass. Canadian Technical Report of Fisheries and Aquatic Sciences 2018: 82 pp.

  • Dermott, R., 2001. Sudden disappearance of the amphipod Diporeia from eastern Lake Ontario. Journal of Great Lakes Research 27: 423–433.

    Article  Google Scholar 

  • Dermott, R. & M. Munawar, 1993. Invasion of Lake Erie offshore sediments by Dreissena, and its ecological implications. Canadian Journal of Fisheries and Aquatic Sciences 50: 2298–2304.

    Article  Google Scholar 

  • Dermott, R. & D. Kerec, 1997. Changes to the deep water benthos of eastern Lake Erie since the invasion of Dreissena: 1979–1993. Canadian Journal of Fisheries and Aquatic Sciences 54: 922–930.

    Article  Google Scholar 

  • Dermott, R. & M. Geminiuc, 2003. Changes in the benthic fauna of Lake Ontario 1990–1995, with local trends after 1981. In Munawar, M. (ed), State of Lake Ontario (SOLO)-Past, present, and future Ecovision World Monograph Series, Backhaus Publishers, Leiden, The Netherlands: 323–345.

    Google Scholar 

  • Dietrich, J. P., B. J. Morrison & J. A. Hoyle, 2006. Alternative ecological pathways in the eastern Lake Ontario food web—round goby in the diet of lake trout. Journal of Great Lakes Research 32: 395–400.

    Article  Google Scholar 

  • Diggins, T. P., 2001. A seasonal comparison of suspended sediment filtration by quagga (Dreissena bugensis) and zebra (D. polymorpha) mussels. Journal of Great Lakes Research 27: 457–466.

    Article  Google Scholar 

  • Dobiesz, N. E. & P. L. Negel, 2009. Changes in mid-summer water temperature and clarity across the Great Lakes between 1968 and 2002. Journal of Great Lakes Research 35: 371–384.

    Article  Google Scholar 

  • Dorgelo, J., 1993. Growth and population structure of the zebra mussel (Dreissena polymorpha) in Dutch lakes different in trophic state. In Nalepa, T. F. & D. W. Schloesser (ed), Zebra Mussels. Biology, Impacts, and Control. Lewis Publishers, Ann Arbor, Michigan, USA: 79–94.

  • Dove, A., 2009. Long-term trends in major ions and nutrients in Lake Ontario. Aquatic Ecosystem Health & Management 12: 281–295.

    Article  CAS  Google Scholar 

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

    Article  Google Scholar 

  • Edlund, M. B., D. J. Jude & T. F. Nalepa, 2021. Diets of the benthic amphipod Diporeia in southern Lake Michigan before and after the dreissenid invasion. Journal of Great Lakes Research 47: 447–462.

    Article  Google Scholar 

  • Edwards, W. J., C. R. Rehmann, E. McDonald & D. A. Culver, 2005. The impact of a benthic filter feeder: limitations imposed by physical transport of algae to the benthos. Canadian Journal of Fisheries and Aquatic Sciences 62: 205–214.

    Article  Google Scholar 

  • Elgin, A. K., P. W. Glyshaw & B. C. Weidel, 2022. Depth drives growth dynamics of dreissenid mussels in Lake Ontario. Journal of Great Lakes Research 48: 289-299.

  • Evans, M. A., G. Fahnenstiel & D. Scavia, 2011. Incidental oligotrophication of North American Great Lakes. Environmental Science and Technology 45: 3297–3303.

    Article  CAS  PubMed  Google Scholar 

  • Fahnenstiel, G. L., G. A. Lang, T. F. Nalepa & T. H., Johengen, 1995. Effects of zebra mussel (Dreissena polymorpha) colonization on water quality parameters in Saginaw Bay, Lake Huron. Journal of Great Lakes Research 21: 435–448.

    Article  CAS  Google Scholar 

  • Fahnenstiel, G. L., S. A. Pothoven, T. F. Nalepa, H. A. Vanderploeg, D. M. Klarer & D. Scavia, 2010. Recent changes in primary production and phytoplankton in the offshore region of southeastern Lake Michigan. Journal of Great Lakes Research 36: 20–29.

    Article  Google Scholar 

  • Fleischer, G. W., T. J. Desorcie & J. D. Holuszko, 2001. Lake-wide distribution of Dreissena in Lake Michigan, 1999. Journal of Great Lakes Research 27: 252–257.

    Article  Google Scholar 

  • Foley, C. J., S. R. Andree, S. A. Pothoven, T. F. Nalepa & T. O. Höök, 2017. Quantifying the predatory effect of round goby on Saginaw Bay dreissenids. Journal of Great Lakes Research 43: 121–131.

    Article  Google Scholar 

  • Franchini, D. A., 1978. Vertical distribution of Dreissena polymorpha (Pallas) in Garda Lake. Bollettino Di Zoologia 45: 257–260.

    Article  Google Scholar 

  • French, J. R. P., III., J. S. Schaeffer, E. F. Roseman, C. S. Kiley & A. Fouilleroux, 2009. Abundance and distribution of benthic invertebrates in offshore soft sediments in Western Lake Huron, 2001–2007. Journal of Great Lakes Research 35: 120–127.

    Article  Google Scholar 

  • Garton, D. V. & L. E. Johnson, 2000. Variation in growth rates of the zebra mussel, Dreissena polymorpha, within Lake Wawasee. Freshwater Biology 45: 443–451.

    Article  Google Scholar 

  • Gerstenberger, S. L., A. A. Mueting & W. H. Wong, 2011. Veligers of invasive quagga mussels (Dreissena rostriformis bugensis, Andrusov 1897) in Lake Mead, Nevada-Arizona. Journal of Shellfish Research 30: 933–938.

    Article  Google Scholar 

  • Ginn, B. K., R. Bolton, D. Coulombe, T. Fleischaker & G. Yerex, 2018. Quantifying a shift in benthic dominance from zebra (Dreissena polymorpha) to quagga (Dreissena rostriformis bugensis) mussels in a large, inland lake. Journal of Great Lakes Research 44: 271–282.

    Article  Google Scholar 

  • Glyshaw, P. W., C. M. Riseng, T. F. Nalepa & S. A. Pothoven, 2015. Temporal trends in condition and reproduction of quagga mussels (Dreissena rostriformis bugensis) in southern Lake Michigan. Journal of Great Lakes Research 41: 16–26.

    Article  Google Scholar 

  • Goedkoop, W., R. Naddafi & U. Grandin, 2011. Retention of N and P by zebra mussels (Dreissena polymorpha Pallas) and its quantitative role in the nutrient budget of eutrophic Lake Ekoln, Sweden. Biological Invasions 13: 1077–1086.

    Article  Google Scholar 

  • Griffiths, R. W., D. W. Schloesser, J. H. Leach & W. P. Kovalak, 1991. Distribution and dispersal of the zebra mussel (Dreissena polymorpha) in the Great Lakes region. Canadian Journal of Fisheries and Aquatic Sciences 48: 1381–1388.

    Article  Google Scholar 

  • Grim, J., 1971. Tiefenverteilung der Dreikantmuschel Dreissena polymorpha (Pallas) im Bodensee. Gas Wasserfach Wasser Abwasser 112: 437–441 (in German).

    Google Scholar 

  • Gutierrez, J. L., C. G. Jones, D. L. Strayer & O. O. Iribarne, 2003. Mollusks as ecosystem engineers: the role of shell production in aquatic habitats. Oikos 101: 79–90.

    Article  Google Scholar 

  • Hahm, J., J. B. Manchester-Neesvig, D. DeBord & W. C. Sonzogni, 2009. Polybrominated diphenyl ethers (PBDEs) in Lake Michigan forage fish. Journal of Great Lakes Research 35: 154–158.

    Article  CAS  Google Scholar 

  • Haynes, J. M., T. W. Stewart & G. E. Cook, 1999. Benthic macroinvertebrate communities in southwestern Lake Ontario: continuing change. Journal of Great Lakes Research 25: 828–838.

    Article  Google Scholar 

  • Hecky, R. E., R. E. H. Smith, D. R. Barton, S. J. Guildford, W. D. Taylor, M. N. Charlton & E. T. Howell, 2004. The near shore phosphorus shunt: A consequence of ecosystem engineering by dreissenids in the Laurentian Great Lakes. Canadian Journal of Fisheries and Aquatic Sciences 61: 1285–1293.

    Article  CAS  Google Scholar 

  • Heiler, K. & A. bij de Vaate, K. Ekschmitt, P. von Oheimb, C. Albrecht & T. Wilke, 2013. Reconstruction of the early invasion history of the quagga mussel (Dreissena rostriformis bugensis) in Western Europe. Aquatic Invasions 8: 53–57.

    Article  Google Scholar 

  • Hetherington, A., L. G. Rudstam, R. L. Schneider, K. T. Holeck, C. W. Hotaling, J. E. Cooper & J. R. Jackson, 2019. Invader invaded: population dynamics of zebra mussels (Dreissena polymorpha) and quagga mussels (Dreissena rostriformis bugensis) in polymictic Oneida Lake, NY, USA (1992–2013). Biological Invasions 21: 1529–1544.

    Article  Google Scholar 

  • Hewson, I., J. B. Eaglesham, T. O. Hook, B. A. LaBarre, M. S. Sepulveda, P. D. Thompson, J. M. Watkins & L. G. Rudstam, 2013. Investigation of viruses in Diporeia spp. from the Laurentian Great Lakes and Owasco Lake as potential stressors of declining populations. Journal of Great Lakes Research 39: 499–506.

    Article  Google Scholar 

  • Higgins, S. N. & M. J. Vander Zanden, 2010. What a difference a species makes: A meta-analysis of dreissenid mussel impacts on freshwater ecosystems. Ecological Monographs 80: 179–196.

    Article  Google Scholar 

  • Horvath, T. G. & G. A. Lamberti, 1999. Recruitment and growth of zebra mussels (Dreissena polymorpha) in a coupled lake-stream system. Archiv Für Hydrobiologie 145: 197–217.

    Article  Google Scholar 

  • Hoyle, J. A., J. N. Bowlby & B. J. Morrison, 2008. Lake whitefish and walleye population responses to dreissenid mussel invasion in eastern Lake Ontario. Aquatic Ecosystem Health and Management 11: 403–411.

    Article  Google Scholar 

  • Hunter, R. G. & K. A. Simons, 2004. Dreissenids in Lake St. Clair in 2001: Evidence for population regulation. Journal of Great Lakes Research 30: 528–537.

    Article  Google Scholar 

  • Ibelings, B. W., R. Portielje, E. H. R. R. Lammens, R. Noordhuis, M. S. van den Berg, W. Joosse & M. L. Meijer, 2007. Resilience of alternative stable states during the recovery of shallow lakes from eutrophication: Lake Veluwe as a case study. Ecosystems 10: 4–16.

    Article  CAS  Google Scholar 

  • Jackson, J. R., A. J. VanDeValk, T. E. Brooking, K. T. Holeck, C. Hotaling & L. G. Rudstam, 2020. The fisheries and limnology of Oneida Lake 2019, New York State Department of Environmental Conservation, Albany, NY, USA:, 125.

    Google Scholar 

  • Jacobs, G. R., E. L. Bruestle, A. Hussey, D. Gorsky & A. T. Fisk, 2017. Invasive species alter ontogenetic shifts in the trophic ecology of Lake Sturgeon (Acipenser fulvescens) in the Niagara River and Lake Ontario. Biological Invasions 19: 1533–1546.

    Article  Google Scholar 

  • Jantz, B. & D. Neumann, 1992. Shell growth and population dynamics of Dreissena polymorpha in the River Rhine. In Neumann, D. & H. A. Jenner (eds), The Zebra Mussel Dreissena polymorpha: Ecology, Biological Monitoring and First Applications in the Water Quality Management Gustav Fisher, Stuttgart: 49–66.

    Google Scholar 

  • Jarvis, P., J. Dow, R. Dermott, & R. Bonnell, 2000. Zebra (Dreissena polymorpha) and quagga mussel (Dreissena bugensis) distribution and density in Lake Erie, 1992–1998. Fisheries and Oceans Canada. Canadian Technical Report of Fisheries and Aquatic Sciences 2304: 45 pp.

  • Johengen, T. H., T. F. Nalepa, G. L. Fahnenstiel & G. Goudy, 1995. Nutrient changes in Saginaw Bay, Lake Huron after the establishment of the zebra mussel Dreissena polymorpha. Journal of Great Lakes Research 21: 449–464.

    Article  CAS  Google Scholar 

  • Johnson, L. E. & J. T. Carlton, 1996. Post-establishment spread in large-scale invasions: dispersal mechanisms of the zebra mussel Dreissena polymorpha. Ecology 77: 1686–1690.

    Article  Google Scholar 

  • Johnson, T. B., D. B. Bunnell & C. T. Knight, 2005. A potential new energy pathway in Central Lake Erie: the round goby connection. Journal of Great Lakes Research 31(Suppl. 2): 238–251.

    Article  Google Scholar 

  • Jude, D. J., R. H. Reider & G. R. Smith, 1992. Establishment of Gobiidae in the Great Lakes basin. Great Lakes Research Review 3: 27–34.

    Google Scholar 

  • Karatayev, A. Y., 1983. Ecology of Dreissena polymorpha Pallas and its effects on macrozoobenthos of the thermal power plant’s cooling reservoir. Candidate Dissertation, Zoology Institute of Academy of Science Belorussian SSR, Minsk, Belarus: 153 pp. (in Russian).

  • Karatayev, A. Y. & V. P. Lyakhnovich, 1990. Effect of Dreissena polymorpha Pallas on benthic crustaceans (Gammarus lacustris Sars, Pallasea quadrispinosa Sars and Asellus aquaticus L.) in Lukomskoe lake. In Khmeleva, N. N., et al., (eds), Species within their range: biology, ecology, and productivity of aquatic invertebrates Navuka i Tekhnika Press, Minsk, Belarus: 123–125. (in Russian).

  • Karatayev, A. Y. & L. E. Burlakova, 1995. Present and further patterns in Dreissena polymorpha (Pallas) population development in the Narochanskaya lakes system. Vestsi Akademii Navuk Belarusi. Seriya Biyalagichnikh Navuk 3: 95–99 (in Belarusian).

  • Karatayev, A. Y., G. M. Tishchikov & I. V. Karatayeva, 1983. Dreissena polymorpha Pallas as a specific community of benthic animals. Biologiya Vnutrennikh Vod. Informatsionnyi Byulleten 61: 18–21 (in Russian).

  • Karatayev, A. Y., V. P. Lyakhnovich, S. A. Afanasiev, L. E. Burlakova, V. P. Zakutskiy, S. M. Lyakhov, M. P. Miroshnichenko, T. G. Moroz, M. Y. Nekrasova, S. P. Nechvalenko, I. A. Skalskaya, T. G. Kharchenko, & A. A. Protasov, 1994. The place of species in ecosystem. In Starobogatov, J. I. (ed), Freshwater zebra mussel Dreissena polymorpha (Pall.) (Bivalvia, Dreissenidae). Systematics, ecology, practical meaning. Nauka Press, Moscow, USSR: 180–195 (in Russian).

  • Karatayev, A. Y., L. E. Burlakova & D. K. Padilla, 1997. The effects of Dreissena polymorpha (Pallas) invasion on aquatic communities in eastern Europe. Journal of Shellfish Research 16: 187–203.

    Google Scholar 

  • Karatayev, A. Y., L. E. Burlakova & D. K. Padilla, 1998. Physical factors that limit the distribution and abundance of Dreissena polymorpha (Pall.). Journal of Shellfish Research 17: 1219–1235.

    Google Scholar 

  • Karatayev, A. Y., L. E. Burlakova & D. K. Padilla, 2002. Impacts of zebra mussels on aquatic communities and their role as ecosystem engineers. In Leppakoski, E., S. Gollach & S. Olenin (eds), Invasive Aquatic Species of Europe: Distribution, Impacts and Management Kluwer Academic Publishers, Dordreicht, The Netherlands: 433–446.

    Chapter  Google Scholar 

  • Karatayev, A. Y., L. E. Burlakova & D. K. Padilla, 2003. Patterns of spread of the zebra mussel (Dreissena polymorpha (Pallas)): the continuing invasion of Belarussian lakes. Biological Invasions 5: 213–221.

    Article  Google Scholar 

  • Karatayev, A. Y., L. E. Burlakova & D. K. Padilla, 2006. Growth rate and longevity of Dreissena polymorpha (Pallas): a review and recommendations for future study. Journal of Shellfish Research 25: 23–32.

    Article  Google Scholar 

  • Karatayev, A. Y., D. Boltovskoy, D. K. Padilla & L. E. Burlakova, 2007a. The invasive bivalves Dreissena polymorpha and Limnoperna fortunei: parallels, contrasts, potential spread and invasion impacts. Journal of Shellfish Research 26: 205–213.

    Article  Google Scholar 

  • Karatayev, A. Y., D. K. Padilla, D. Minchin, D. Boltovskoy & L. E. Burlakova, 2007b. Changes in global economies and trade: the potential spread of exotic freshwater bivalves. Biological Invasions 9: 161–180.

    Article  Google Scholar 

  • Karatayev, A. Y., L. E. Burlakova, S. E. Mastitsky & S. Olenin, 2008. Past, current, and future of the Central European Corridor for aquatic invasions in Belarus. Biological Invasions 10: 215–232.

    Article  Google Scholar 

  • Karatayev, A. Y., L. E. Burlakova, S. E. Mastitsky, D. K. Padilla & E. L. Mills, 2011a. Contrasting rates of spread of two congeners, Dreissena polymorpha and Dreissena rostriformis bugensis, at different spatial scales. Journal of Shellfish Research 30: 923–931.

    Article  Google Scholar 

  • Karatayev, A. Y., S. E. Mastitsky, D. K. Padilla, L. E. Burlakova & M. M. Hajduk, 2011b. Differences in growth and survivorship of zebra and quagga mussels: size matters. Hydrobiologia 668: 183–194.

    Article  CAS  Google Scholar 

  • Karatayev, V. A., A. Y. Karatayev, L. E. Burlakova & D. K. Padilla, 2013. Lakewide dominance does not predict the potential for spread of dreissenids. Journal of Great Lakes Research 39: 622–629.

    Article  Google Scholar 

  • Karatayev, A. Y., L. E. Burlakova, C. Pennuto, J. Ciborowski, V. A. Karatayev, P. Juette & M. Clapsadl, 2014a. Twenty five years of changes in Dreissena spp. populations in Lake Erie. Journal of Great Lakes Research 40: 550–559.

    Article  Google Scholar 

  • Karatayev, A. Y., L. E. Burlakova & D. K. Padilla, 2014b. General overview of zebra and quagga mussels what we do and do not know. In Nalepa, T. F. & D. W. Schloesser (eds), Quagga and Zebra Mussels: Biology, Impacts, and Control 2nd ed. CRC Press, Boca Raton, Florida, USA: 695–703.

    Google Scholar 

  • Karatayev, V. A., A. Y. Karatayev, L. E. Burlakova & L. D. Rudstam, 2014c. Eutrophication and Dreissena invasion as drivers of biodiversity: a century of change in the mollusc community of Oneida Lake. PLoS One 9(7): e101388. https://doi.org/10.1371/journal.pone.0101388.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Karatayev, A. Y., L. E. Burlakova & D. K. Padilla, 2015a. Zebra versus quagga mussels: a review of their spread, population dynamics, and ecosystem impacts. Hydrobiologia 746: 97–112.

    Article  CAS  Google Scholar 

  • Karatayev, A., D. Boltovskoy, L. Burlakova, D. Padilla, 2015b. Parallels and contrasts between Limnoperna fortunei and Dreissena species. In: Boltovskoy, D. (ed) Limnoperna fortunei, Invading Nature – Springer Series in Invasion Ecology: 261–297.

  • Karatayev, A. Y., L. E. Burlakova, K. Mehler, E. K. Hinchey & G. Warren, 2018a. Benthic video image analysis facilitates monitoring of Dreissena populations across spatial scales. Journal of Great Lakes Research 44: 629–638.

    Article  PubMed  PubMed Central  Google Scholar 

  • Karatayev, A. Y., V. A. Karatayev, L. E. Burlakova, M. D. Rowe, K. Mehler & M. D. Clapsadl, 2018b. Food depletion regulates the demography of invasive dreissenid mussels in a stratified lake. Limnology and Oceanography 63: 2065–2079.

    Article  Google Scholar 

  • Karatayev, A. Y., L. E. Burlakova, K. Mehler, S. A. Bocaniov, P. D. Collingsworth, G. Warren, R. T. Kraus & E. K. Hinchey, 2018c. Biomonitoring using invasive species in a large lake: Dreissena distribution maps hypoxic zones. Journal of Great Lakes Research 44: 639–649.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Karatayev, A. Y., L. E. Burlakova, K. Mehler, R. P. Barbiero, E. K. Hinchey & P. D. Collingsworth K. E. Kovalenko & G. Warren, 2018d. Life after Dreissena: The decline of exotic suspension feeder may have significant impacts on lake ecosystems. Journal of Great Lakes Research 44: 650–659.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Karatayev, A. Y., L. E. Burlakova, K. Mehler, S. E. Daniel, A. K. Elgin, & T. F. Nalepa, 2020. Lake Huron Benthos Survey Cooperative Science and Monitoring Initiative 2017. Technical Report. USEPA-GLRI GL00E02254. Great Lakes Center, SUNY Buffalo State, Buffalo, New York, USA: 59 pp. Available at: http://greatlakescenter.buffalostate.edu/sites/greatlakescenter.buffalostate.edu/files/uploads/Documents/Publications/LakeHuronBenthosSurveyCSMI2017FinalReport.pdf.

  • Karatayev, A. Y., V. A. Karatayev, L. E. Burlakova, K. Mehler, M. D. Rowe, A. K. Elgin & T. F. Nalepa, 2021a. Lake morphometry determines Dreissena invasion dynamics. Biological Invasions 23: 2489–2514.

    Article  Google Scholar 

  • Karatayev, A. Y., L. E. Burlakova, K. Mehler, S. E. Daniel & A. R. Hrycik, 2021b. Lake Ontario Benthos Survey Cooperative Science and Monitoring Initiative 2018. Technical Report. USEPA-GLRI GL00E02254. Great Lakes Center, SUNY Buffalo State, Buffalo, New York, USA: 37 pp. Available at: https://greatlakescenter.buffalostate.edu/sites/greatlakescenter.buffalostate.edu/files/uploads/Documents/Publications/LakeOntarioBenthosSurveyCSMI2018FinalReport.pdf .

  • Karatayev, A. Y., L. E. Burlakova, K. Mehler, E. K. Hinchey, M. Wick, M. Bakowska & N. Mrozinska, 2021c. Rapid assessment of Dreissena population in Lake Erie using underwater videography. Hydrobiologia 848: 2421–2436. https://doi.org/10.1007/s10750-020-04481-x.

    Article  Google Scholar 

  • Karatayev, V. A., L. G Rudstam, A. Y. Karatayev, L. E. Burlakova, B. V. Adamovich, H. A Zhukava, K. T. Holeck, A. L. Hetherington, J. R. Jackson, C. W. Hotaling, T. V. Zhukova, T. M. Mikheyeva, R. Z. Kovalevskaya, O. A. Makarevich & D. V. Kruk, 2021d. Serial invasions can disrupt the time course of ecosystem recovery. bioRxiv preprint doi: https://doi.org/10.1101/2021.10.29.466526

  • Karatayev, A. Y., L. E. Burlakova, K. Mehler, L. G. Rudstam, J. M. Watkins & M. Wick, 2022. Dreissena in Lake Ontario 30 years post-invasion. Journal of Great Lakes Research. 48: 264–273.

    Article  PubMed  Google Scholar 

  • Karatayev, A. Y., L. E. Burlakova, A. R. Hrycik, S. E. Daniel, K. Mehler, E. K. Hinchey, R. Dermott, G. W. Kennedy & R. Griffiths, In review. Long-term dynamics of Lake Erie benthos: One lake, three distinct communities. Journal of Great Lakes Research.

  • Kelly, D. W., L.-M. Herborg & H. J. MacIsaak, 2010. Ecosystem changes associated with Dreissena invasions: recent developments and emerging issues. In van der Velde, G., S. Rajagopal & A. bij de Vaate (eds), The Zebra Mussel in Europe. Backhuys Publishers, Leiden, The Netherlands: 199–209.

  • Kerfoot, W. C., F. Yousef, S. A. Green, J. W. Budd, D. J. Schwab & H. A. Vanderploeg, 2010. Approaching storm: disappearing winter bloom in Lake Michigan. Journal of Great Lakes Research 36(Suppl. 3): 30–41.

    Article  Google Scholar 

  • Kerney, M. P. & B. S. Morton, 1970. The distribution of Dreissena polymorpha (Pallas) in Britain. Journal of Conchology 27: 97–100.

    Google Scholar 

  • Kinzelbach, R., 1992. The main features of the phylogeny and dispersal of the zebra mussel Dreissena polymorpha. In Neumann, D. & H. A. Jenner (eds), The Zebra Mussel Dreissena polymorpha: Ecology, Biological Monitoring and First Applications in the Water Quality Management. Gustav Fisher, Stuttgart, Germany: 5–17.

  • Kornis, M. S., N. Mercado-Silva & M. J. Vander Zanden, 2012. Twenty years of invasion: a review of round goby Neogobius melanostomus biology, spread and ecological implications. Journal of Fish Biology 80: 235–285. https://doi.org/10.1111/j.1095-8649.2011.03157.x.

    Article  CAS  PubMed  Google Scholar 

  • Li, J., V. Ianaiev, A. Huff, J. Zalusky, T. Ozersky & S. Katsev, 2021. Benthic invaders control the phosphorus cycle in the world’s largest freshwater ecosystem. Proceedings of the National Academy of Sciences of the United States of America 118(6): e2008223118. https://doi.org/10.1073/pnas.2008223118.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Lozano, S. J. & T. F. Nalepa, 2003. Disruption of the benthic community in Lake Ontario. In Munawar, M. (ed), State of Lake Ontario. Michigan State University Press: 305–322.

  • Lozano, S. J., J. V. Scharold & T. F. Nalepa, 2001. Recent declines in benthic macroinvertebrate densities in Lake Ontario. Canadian Journal of Fisheries and Aquatic Sciences 58: 518–529.

    Article  Google Scholar 

  • Lvova, A. A., 1980. Ecology of Dreissena (Dreissena polymorpha polymorpha (Pall.)). Trudy Vsesouznogo Gidrobiologicheskogo Obschestva 23: 101–119 (in Russian).

  • Lyakhnovich, V. P., A. Y. Karatayev, N. I. Andreev, S. I. Andreeva, S. A. Afanasiev, A. K. Dyga, V. P. Zakutskiy, V. I. Zolotareva, A. A. Lvova, M. Y. Nekrasova, V. F. Osadchikh, Y. V. Pligin, A. A. Protasov & G. M. Tischikov, 1994. Living conditions. In Starobogatov, J. I. (ed), Freshwater zebra mussel Dreissena polymorpha (Pall.) (Bivalvia, Dreissenidae). Systematics, ecology, practical meaning. Nauka Press, Moscow, USSR: 109–119 (in Russian).

  • MacIsaac, H. J., 1994. Comparative growth and survival of Dreissena polymorpha and Dreissena bugensis, exotic molluscs introduced to the Great Lakes. Journal of Great Lakes Research 20(4): 783–790.

    Article  Google Scholar 

  • MacIsaac, H. J., W. G. Sprules, O. E. Johannsson & J. H. Leach, 1992. Filtering impacts of larval and sessile zebra mussels (Dreissena polymorpha) in western Lake Erie. Oecologia 92: 30–39.

    Article  PubMed  Google Scholar 

  • Mackie, G. L., 1991. Biology of the exotic zebra mussel, Dreissena polymorpha, in relation to native bivalves and its potential impact in Lake St. Clair. Hydrobiologia 219: 251–268.

    Article  Google Scholar 

  • Madenjian, C. P., S. A. Pothoven, P. J. Schneeberger, M. P. Ebener, L. C. Mohr, T. F. Nalepa & J. R. Bence, 2010. Dreissenid mussels are not a ‘“dead end”’ in Great Lakes food webs. Journal of Great Lakes Research 36: 73–77.

    Article  Google Scholar 

  • Madenjian, C. P., M. A. Stapanian, L. D. Witzel, S. A. Pothoven, D. W. Einhouse & H. L. Whitford, 2011. Evidence for predatory control of the invasive Round Goby. Biological Invasions 13: 987–1002.

    Article  Google Scholar 

  • Madenjian, C. P., D. B. Bunnell, D. M. Warner, S. A. Pothoven, G. L. Fahnenstiel, T. F. Nalepa, H. A. Vanderploeg, I. Tsehaye, R. M. Claramunt & R. D. Clark Jr., 2015. Changes in the Lake Michigan food web following dreissenid mussel invasions: a synthesis. Journal of Great Lakes Research 41(Supplement 3): 217–231.

    Article  Google Scholar 

  • Makarewicz, J. C., 1993. A lakewide comparison of zooplankton biomass and its species composition in Lake Erie, 1983–87. Journal of Great Lakes Research 19: 275–290.

    Article  Google Scholar 

  • Makarewicz. J. C., T. W. Lewis & P. Bertram, 1995a. Epilimnetic phytoplankton and zooplankton biomass and species composition in Lake Ontario, 1986 to 1992. Technical Reports. 12. https://digitalcommons.brockport.edu/tech_rep/12.

  • Makarewicz, J. C., P. Bertram, T. Lewis & E. H. Brown Jr., 1995b. A decade of predatory control of zooplankton species composition of Lake Michigan. Journal of Great Lakes Research 21: 620–640.

    Article  Google Scholar 

  • Makarewicz, J. C., P. Bertram & T. D. Lewis, 2000. Chemistry of the offshore surface waters of Lake Erie: pre- and post-Dreissena introduction (1983–1993). Journal of Great Lakes Research 26: 82–93.

    Article  CAS  Google Scholar 

  • Marescaux, J., P. Boets, J. Lorquet, R. Sablon, K. Van Doninck & J.-N. Beise, 2015. Sympatric Dreissena species in the Meuse River: towards a dominance shift from zebra to quagga mussels. Aquatic Invasions 10(3): 287–298.

    Article  Google Scholar 

  • Marsden, J. E., N. Trudeau & T. Keniry, 1993. Zebra mussel study of Lake Michigan. Illinois Natural History Survey, Aquatic Ecology Technical Report 93/14: 35 pp.

  • Mayer, C. M., R. A. Keats, L. G. Rudstam & E. L. Mills, 2002. Scale-dependent effects of zebra mussels on benthic invertebrates in a large eutrophic lake. Journal of the North American Benthological Society 21: 616–633.

    Article  Google Scholar 

  • Mayer, C. M., L. E. Burlakova, P. Eklöv, D. Fitzgerald, A. Y. Karatayev, S. A. Ludsin, S. Millard, E. L. Mills, A. P. Ostapenya, L. G. Rudstam, B. Zhu & T. V. Zhukova, 2014. The benthification of freshwater lakes: exotic mussels turning ecosystems upside down. In Nalepa, T. F. & D. W. Schloesser (eds), Quagga and Zebra Mussels: Biology, Impacts, and Control 2nd ed. CRC Press, Boca Raton, Florida, USA: 575–586.

    Google Scholar 

  • Mehler, K., L. E. Burlakova, A. Y. Karatayev, A. K. Elgin, T. F. Nalepa, C. P. Madenjian & E. Hinchey, 2020. Long-term trends of Lake Michigan benthos with emphasis on the southern basin. Journal of Great Lakes Research 46: 528–537.

    Article  CAS  Google Scholar 

  • Metz, O., A. Temmen, K. C. M. von Oheimb, C. Albrecht, P. Schubert & T. Wilke, 2018. Invader vs. invader: intra- and interspecific competition mechanisms in zebra and quagga mussels. Aquatic Invasions 13(4): 473–480.

  • Mida, J. L., D. Scavia, G. L. Fahnenstiel, S. A. Pothoven, H. A. Vanderploeg & D. M. Dolan, 2010. Long–term and recent changes in southern Lake Michigan water quality with implications for present trophic status. Journal of Great Lakes Research 36(S3): 42–49.

    Article  CAS  Google Scholar 

  • Mills, E. L., R. M. Dermott, E. F. Roseman, D. Dustin, E. Mellina, D. B. Corm & A. P. Spidle, 1993. Colonization, ecology, and population structure of the “quagga” mussel (Bivalvia: Dreissenidae) in the lower Great Lakes. Canadian Journal of Fisheries and Aquatic Sciences 50: 2305–2314.

    Article  Google Scholar 

  • Mills, E. L., J. R. Chrisman, B. Baldwin, R. W. Owens, R. O’Gorman, T. Howell, E. Roseman & M. K. Raths, 1999. Changes in the dressenid community in the lower Great Lakes with emphasis on southern Lake Ontario. Journal of Great Lakes Research 25: 187–197.

    Article  Google Scholar 

  • Molloy, D. P., A. Y. Karatayev, L. E. Burlakova, D. P. Kurandina & F. Laruelle, 1997. Natural enemies of zebra mussels: predators, parasites and ecological competitors. Reviews in Fisheries Science 5: 27–97.

    Article  Google Scholar 

  • Morton, B., 1969a. Studies on the biology of Dreissena polymorpha Pall. III. Population dynamics. Proceedings of the Malacological Society of London 38: 471–481.

    Google Scholar 

  • Morton, B., 1969b. Studies on the biology of Dreissena polymorpha Pall. II. Correlation of the rhythms of adductor activity, feeding, digestion and excretion. Proceedings of the Malacological Society of London 38: 401–414.

    Google Scholar 

  • Naddafi, R. & L. G. Rudstam, 2014. Predator-induced morphological defences in two invasive dreissenid mussels: implications for species replacement. Freshwater Biology 59: 703–713.

    Article  Google Scholar 

  • Nalepa, T. F., 2010. An overview of the spread, distribution, and ecological impacts of the quagga mussel, Dreissena rostriformis bugensis, with possible implications to the Colorado River system. Proceedings, Colorado River Basin Science and Resource Management Symposium. Publications, Agencies and Staff of the U.S. Department of Commerce, 412: 121 pp. Available at https://digitalcommons.unl.edu/usdeptcommercepub/412.

  • Nalepa, T. F. & D. W. Schloesser, 1993. Zebra Mussels Biology, Impacts, and Control, Lewis Publishers, Ann Arbor, Michigan, USA: 810 pp.

  • Nalepa, T. F. & D. W. Schloesser, 2014. Quagga and Zebra Mussels: Biology, Impacts, and Control, 2nd ed. CRC Press, Boca Raton, Florida, USA: 775 pp.

  • Nalepa, T. F., J. A. Wojcik, D. L. Fanslow & G. A. Lang, 1995. Initial colonization of the zebra mussel (Dreissena polymorpha) in Saginaw Bay, Lake Huron: population recruitment, density and size structure. Journal of Great Lakes Research 21: 417–434.

    Article  Google Scholar 

  • Nalepa, T. F., D. J. Hartson, G. W. Gostenik, D. L. Fanslow & G. A. Lang, 1996. Changes in the freshwater mussel community of Lake St. Clair: from Unionidae to Dreissena polymorpha in eight years. Journal of Great Lakes Research 22: 354–369.

    Article  Google Scholar 

  • Nalepa, T. F., D. J. Hartson, D. L. Fanslow & G. L. Lang, 2001. Recent population changes in freshwater mussels (Dreissena polymorpha) in Lake St. Clair, U.S.A. American Malacological Bulletin 16: 141–145.

    Google Scholar 

  • Nalepa, T. F., D. L. Fanslow, M. B. Lansing, G. A. Lang, M. Ford, G. Gostenick & D. J. Hartson, 2002. Abundance, biomass, and species composition of benthic macroinvertebrate populations in Saginaw Bay, Lake Huron, 1987–96. NOAA Technical Memorandum GLERL-122: 31 pp.

  • Nalepa, T. F., D. L. Fanslow, M. B. Lansing & G. A. Lang, 2003. Trends in the benthic macroinvertebrate community of Saginaw Bay, Lake Huron, 1987 to 1996: Responses to phosphorus abatement and the zebra mussel, Dreissena polymorpha. Journal of Great Lakes Research 29: 14–33.

  • Nalepa, T. F., D. L. Fanslow & G. Messick, 2005. Characteristics and potential causes of declining Diporeia spp. populations in southern Lake Michigan and Saginaw Bay, Lake Huron. In Proceedings of a Workshop on the Dynamics of Lake Whitefish (Coregonus clupeaformis) and the amphipod Diporeia spp. in the Great Lakes. In Mohr, L. C. & T. F. Nalepa (eds), Great Lakes Fishery Commission, Technical Report 66 Ann Arbor, Michigan, USA: 157–188.

    Google Scholar 

  • Nalepa, T. F., D. L. Fanslow, A. J. Foley III., G. A. Lang, B. J. Eadie & M. A. Quigley, 2006. Continued disappearance of the benthic amphipod Diporeia spp. in Lake Michigan: is there evidence for food limitation? Canadian Journal of Fisheries and Aquatic Sciences 63: 872–890.

    Article  CAS  Google Scholar 

  • Nalepa, T. F., D. L. Fanslow, S. A. Pothoven, A. J. Foiley III. & G. A. Lang, 2007. Long-term trends in benthic macroinvertebrate populations in Lake Huron over the past four decades. Journal of Great Lakes Research 33: 42–436.

    Article  Google Scholar 

  • Nalepa, T. F., D. L. Fanslow & G. A. Lang, 2009a. Transformation of the offshore benthic community in Lake Michigan: recent shift from the native amphipod Diporeia spp. to invasive mussel Dreissena rostriformis bugensis. Freshwater Biology 54: 466–479.

    Article  Google Scholar 

  • Nalepa, T. F., S. A. Pothoven & D. L. Fanslow, 2009b. Recent changes in benthic macroinvertebrate populations in Lake Huron and impact on the diet of lake whitefish (Coregonus clupeaformus). Aquatic Ecosystem Health and Management 12: 2–10.

    Article  Google Scholar 

  • Nalepa, T. F., D. L. Fanslow & S. A. Pothoven, 2010. Recent changes in density, biomass, recruitment, size structure, and nutritional state of Dreissena populations in southern Lake Michigan. Journal of Great Lakes Research 36: 5–19.

    Article  CAS  Google Scholar 

  • Nalepa, T. F., D. L. Fanslow, G. A. Lang, K. Mabrey & M. Rowe, 2014. Lake-wide benthic surveys in Lake Michigan in 1994–95, 2000, 2005, and 2010: Abundances of the amphipod Diporea spp. and abundances and biomass of the mussels Dreissena polymorpha and Dreissena rostriformis bugensis. NOAA Technical Memorandum GLERL-164: 20 pp.

  • Nalepa, T. F., L. E. Burlakova, A. K. Elgin, A. Y. Karatayev, G. A. Lang & K. Mehler, 2020. NOAA Tech Memo GLERL-175. Abundance and Biomass of Benthic Macroinvertebrates in Lake Michigan in 2015, With a Summary of Temporal Trends. Tech. Memo, NOAA Great Lakes Environmental Research Laboratory, NOAA Great Lakes environmental Research Laboratory, Ann Arbor Michigan, USA: 41 pp.

  • Nekrasova, M. Y. & I. F. Kovtun, 1975. Annual fluctuations in the abundance of the round goby, Gobius melanostomus, in relation to natural variations in its food supply in the Azov Sea. Journal of Ichthyology 15: 331–336.

    Google Scholar 

  • Noordhuis, R., B. G. van Zuidam, E. T. H. M. Peeters & G. J. van Geestet, 2016. Further improvements in water quality of the Dutch Border lakes: two types of clear states at different nutrient Levels. Aquatic Ecology 50: 521–539.

    Article  CAS  Google Scholar 

  • Orlova, M. I., J. R. Muirhead, P. I. Antonov, G. K. Shcherbina, Y. I. Starobogatov, G. I. Biochino, T. W. Therriault & H. J. MacIsaac, 2004. Range expansion of quagga mussels Dreissena rostriformis bugensis in the Volga River and Caspian Sea basin. Aquatic Ecology 38: 561–573.

    Article  Google Scholar 

  • Orlova, M. I., T. W. Therriault, P. I. Antonov & G. K. Shcherbina, 2005. Invasion ecology of quagga mussels (Dreissena rostriformis bugensis): a review of evolutionary and phylogenetic impacts. Aquatic Ecology 39: 401–418.

    Article  CAS  Google Scholar 

  • Ozersky, T., D. R. Barton & D. O. Evans, 2011. Fourteen years of dreissenid presence in the rocky littoral zone of a large lake: effects on macroinvertebrate abundance and diversity. Journal of the North American Benthological Society 30: 913–922.

    Article  Google Scholar 

  • Patterson, M. W. R., J. J. H. Ciborowski & D. R. Barton, 2005. The distribution and abundance of Dreissena species (Dreissenidae) in Lake Erie, 2002. Journal of Great Lakes Research 31(Supplement 2): 223–237.

    Article  Google Scholar 

  • Perez-Fuentetaja, A., S. A. Mackintosh, L. R. Zimmerman, M. D. Clapsadl, M. Alaee & D. S. Aga, 2015. Trophic transfer of flame retardants (PBDEs) in the food web of Lake Erie. Canadian Journal of Fisheries and Aquatic Sciences 72: 1886–1896.

    Article  CAS  Google Scholar 

  • Peterson, C. H. & B. F. Beal, 1989. Bivalve growth and higher order interactions: importance of density, site, and time. Ecology 70(5): 1390–1404.

    Article  Google Scholar 

  • Peyer, S. M., A. J. McCarthy & C. E. Lee, 2009. Zebra mussels anchor byssal threads faster and tighter than quagga mussels in flow. Journal of Experimental Biology 212: 2026–2035.

    Article  Google Scholar 

  • Peyer, S. M., J. C. Hermanson & C. E. Lee, 2010. Developmental plasticity of shell morphology of quagga mussels from shallow and deep-water habitats of the Great Lakes. Journal of Experimental Biology 213: 2602–2609.

    Article  PubMed  Google Scholar 

  • Pollux, B. J. A., G. van der Velde & A. bij de Vaate, 2010. A perspective on global spread of Dreissena polymorpha: a review on possibilities and limitations. In van der Velde, G., S. Rajagopal & A. bij de Vaate (eds), The Zebra Mussel in Europe. Backhuys Publishers, Leiden, The Netherlands: 45–58.

  • Pothoven, S. A. & G. L. Fahnenstiel, 2013. Recent change in summer chlorophyll a dynamics of southeastern Lake Michigan. Journal of Great Lakes Research 39: 287–294.

  • Pothoven, S. A. & G. L. Fahnenstiel, 2014. Lake Michigan after dreissenid mussel invasion. In Nalepa, T. F. & D. W. Schloesser (eds), Quagga and Zebra Mussels: Biology, Impacts, and Control 2nd ed. CRC Press, Boca Raton, Florida, USA: 545–553.

    Google Scholar 

  • Pothoven, S. A. & H. A. Vanderploeg, 2020. Seasonal patterns for Secchi depth, chlorophyll a, total phosphorus, and nutrient limitation differ between nearshore and offshore in Lake Michigan. Journal of Great Lakes Research 46: 519–527.

    Article  CAS  Google Scholar 

  • Pothoven, S. A., T. Nalepa, P. Schneeberger & S. Brandt, 2001. Changes in diet and body condition of lake whitefish in southern Lake Michigan associated with changes in benthos. North American Journal of Fisheries Management 21: 876–883.

    Article  Google Scholar 

  • Pothoven, S. A., C. P. Madenjian & T. O. Hook, 2017. Feeding ecology of the walleye (Percidae, Sander vitreus), a resurgent piscivore in Lake Huron (Laurentian Great Lakes) after shifts in the prey community. Ecology of Freshwater Fish 26: 676–685.

    Article  Google Scholar 

  • Pryanichnikova, E. G., 2012. Structure and function of dreissenid populations in Rybinsk Reservoir. Abstract of the candidate dissertation, Papanin Institute for Biology of Inland Waters. Russian Academy of Sciences, Russia: 20 pp. (in Russian).

  • Ramcharan, C. W., D. K. Padilla & S. I. Dodson, 1992. Models to predict potential occurrence and density of the zebra mussel, Dreissena polymorpha. Canadian Journal of Fisheries and Aquatic Sciences 49: 2611–2620.

    Article  Google Scholar 

  • Ratti, C. & D. R. Barton, 2003. Decline in diversity of benthic invertebrates in the wave-zone of eastern Lake Erie, 1974–2001. Journal of Great Lakes Research 29: 608–615.

    Article  Google Scholar 

  • Reed-Andersen, T., S. R. Carpenter, D. K. Padilla & R. C. Lathrop, 2000. Predicted impact of zebra mussel (Dreissena polymorpha) invasion on water clarity in Lake Mendota. Canadian Journal of Fisheries and Aquatic Sciences 57: 1617–1626.

    Article  CAS  Google Scholar 

  • Reid, N. J., M. A. Anderson & W. D. Taylor, 2010. Distribution of quagga mussel veligers, Dreissena bugensis, in the reservoirs of the Colorado River Aqueduct. Lake and Reservoir Management 26: 328–335.

    Article  Google Scholar 

  • Rennie, M. D., W. G. Sprules & T. B. Johnson, 2009. Resource switching in fish following a major food web disruption. Oecologia 159: 789–802.

    Article  PubMed  Google Scholar 

  • Roe, S. L. & H. J. MacIsaac, 1997. Deepwater population structure and reproductive state of quagga mussels (Dreissena bugensis) in Lake Erie. Canadian Journal of Fisheries and Aquatic Sciences 54: 2428–2433.

    Article  Google Scholar 

  • Rowe, M. D., D. R. Obenour, T. F. Nalepa, H. A. Vanderploeg, F. Yousef & W. C. Kerfoot, 2015. Mapping the spatial distribution of the biomass and filter-feeding effect of invasive dreissenid mussels on the winter-spring phytoplankton bloom in Lake Michigan. Freshwater Biology 60: 2270–2285.

    Article  CAS  Google Scholar 

  • Rudstam, L. G. & C. J. Gandino, 2020. Zebra or quagga mussel dominance depends on trade-offs between growth and defense - Field support from Onondaga Lake. NY. Plos One 15: e0235387.

  • Ryan, D. J., M. S. Sepulveda, T. F. Nalepa & T. O. Hook, 2012. Spatial variation in RNA:DNA ratios of Diporeia spp. in the Great Lakes region. Journal of Great Lakes Research 38: 187–195.

    Article  Google Scholar 

  • Schloesser, D. W. & C. Schmuckal, 2012. Bibliography of Dreissena polymorpha (zebra mussels) and Dreissena rostriformis bugensis (quagga mussels): 1989 to 2011. Journal of Shellfish Research 31: 1205–1263.

    Article  Google Scholar 

  • Skubinna, J. P., T. G. Coon & T. R. Batters, 1995. Increased abundance and depth of submersed macrophytes in response to decreased turbidity in Saginaw Bay, Lake Huron. Journal of Great Lakes Research 21: 476–478.

    Article  Google Scholar 

  • Smit, H. & A. bij de Vaate & A. Fioole, 1992. Shell growth of the zebra mussel Dreissena polymorpha Pallas in relation to selected physiochemical parameters in the Lower Rhine and some associated lakes. Archiv Für Hydrobiologie 124(3): 257–280.

    Article  Google Scholar 

  • Smit, H., A. bij de Vaate, E. H. Van Nes & R. Noordhuis, 1993. Colonization, ecology, and positive aspects of zebra mussels (Dreissena polymorpha) in the Netherlands. In Nalepa, T. F. & D. W. Schloesser (ed), Zebra Mussels. Biology, Impacts, and Control. Lewis Publishers, Ann Arbor, Michigan, USA: 55–77.

  • Sprung, M., 1991. Costs of reproduction: a study on metabolic requirements of the gonads and fecundity of the bivalve Dreissena polymorpha. Malacologia 33: 63–70.

    Google Scholar 

  • Sprung, M., 1992. Observation on shell growth and mortality of Dreissena polymorpha in lakes. In Neumann, D. & H. A. Jenner (ed), The Zebra Mussel Dreissena polymorpha: Ecology, Biological Monitoring and First Applications in the Water Quality Management. Gustav Fisher, Stuttgart, Germany: 19–28.

  • Sprung, M., 1995. Physiological energetics of the zebra mussel Dreissena polymorpha in lakes. I. Growth and Reproductive Effort. Hydrobiologia 304: 117–132.

    Google Scholar 

  • Stewart, T. W. & J. M. Haynes, 1994. Benthic macroinvertebrate communities of southwestern Lake Ontario following invasion of Dreissena. Journal of Great Lakes Research 20: 479–493.

    Article  Google Scholar 

  • Stewart, T. W., J. G. Miner & R. L. Lowe, 1998a. Quantifying mechanisms for zebra mussel effects on benthic macroinvertebrates: Organic matter production and shell-generated habitat. Journal of the North American Benthological Society 17: 81–94.

    Article  Google Scholar 

  • Stewart, T. W., J. G. Miner & R. L. Lowe, 1998b. An experimental analysis of crayfish (Orconectes rusticus) effects on a Dreissena-dominated benthic macroinvertebrate community in western Lake Erie. Canadian Journal of Fisheries and Aquatic Sciences 55: 1043–1050.

    Article  Google Scholar 

  • Stewart, T. W., J. C. Gafford, J. G. Miner & R. L. Lowe, 1999. Dreissena-shell habitat and antipredator behavior: combined effects on survivorship of snails co-occurring with molluscivorous fish. Journal of the North American Benthological Society 18: 274–283.

    Article  Google Scholar 

  • Stoeckmann, A., 2003. Physiological energetics of Lake Erie dreissenid mussels: a basis for the displacement of Dreissena polymorpha by Dreissena bugensis. Canadian Journal of Fisheries and Aquatic Sciences 60: 126–134.

    Article  Google Scholar 

  • Stoeckman, A. & D. Garton, 1997. A seasonal energy budget for zebra mussels (Dreissena polymorpha) in western Lake Erie. Canadian Journal of Fisheries and Aquatic Sciences 54: 2743–2751.

    Article  Google Scholar 

  • Strayer, D. L., 1991. Projected distribution of zebra mussel, Dreissena polymorpha in North America. Canadian Journal of Fisheries and Aquatic Sciences 48: 1389–1395.

    Article  Google Scholar 

  • Strayer, D. L. & L. C. Smith, 1993. Distribution of zebra mussel (Dreissena polymorpha) in estuaries and brackish waters. In Nalepa, T. F. & D. W. Schloesser (ed), Zebra Mussels. Biology, Impacts, and Control. Lewis Publishers, Ann Arbor, Michigan, USA: 715–727.

  • Strayer, D. L., B. V. Adamovich, R. Adrian, D. C. Aldridge, C. Balogh, L. E. Burlakova, H. Fried-Petersen, L. G.-Tóth, A. L. Hetherington, T. S. Jones, A. Y. Karatayev, J. B. Madill, O. A. Makarevich, J. E. Marsden, A. L. Martel, D. Minchin, T. F. Nalepa, R. Noordhuis, T. J. Robinson, L. G. Rudstam, A. N. Schwalb, D. R. Smith, A. D. Steinman & J. M. Jeschke, 2019. Long-term population dynamics of dreissenid mussels (Dreissena polymorpha and D. rostriformis): a cross-system analysis. Ecosphere, https://doi.org/10.1002/ecs2.2701.

  • van der Velde, G., S. Rajagopal & A. bij de Vaate, 2010. The Zebra Mussel in Europe, Backhuys Publishers, Leiden, The Netherlands: 490 pp.

  • van der Velde, G., S. Rajagopal & A. bij de Vaate, 2010b. From zebra mussels to quagga mussels: an introduction to the Dreissenidae. In van der Velde, G., S. Rajagopal & A. bij de Vaate (eds). The Zebra Mussel in Europe. Backhuys Publishers, Leiden, The Netherlands: 1–10.

  • Vanderploeg, H. A., T. F. Nalepa, D. J. Jude, E. L. Mills, K. T. Holeck, J. R. Liebig, I. A. Grigorovich & H. Ojaveer, 2002. Dispersal and emerging ecological impacts of Ponto-Caspian species in the Laurentian Great Lakes. Canadian Journal of Fisheries and Aquatic Sciences 59: 1209–1228.

    Article  Google Scholar 

  • Vanderploeg, H. A., J. R. Liebig, T. F. Nalepa, G. L. Fahnenstiel & A. Pothoven, 2010. Dreissena and the disappearance of the spring phytoplankton bloom in Lake Michigan. Journal of Great Lakes Research 36: 50–59.

    Article  Google Scholar 

  • Walsh, G., D. E. Dittman & R. O’Gorman, 2007. Occurrence and food habits of the round goby in the profundal zone of southwestern Lake Ontario. Journal of Great Lakes Research 33: 83–92.

  • Walz, N., 1973. Untersuchungen zur Biologie von Dreissena polymorpha Pallas im Bodensee. Archiv für Hydrobiologie – Supplements 42: 452–482.

  • Walz, N., 1978a. The energy balance of the freshwater mussel Dreissena polymorpha Pallas in laboratory experiments and in Lake Constance. II Reproduction. Archiv für Hydrobiologie – Supplements 55: 106–119.

  • Walz, N., 1978b. The energy balance of the freshwater mussel Dreissena polymopha Pallas in laboratory experiments and in Lake Constance. IV. Growth in Lake Constance. Archiv für Hydrobiologie –Supplements 55: 142–156.

  • Watkins, J. M., R. Dermott, S. J. Lozano, E. L. Mills, L. G. Rudstam & J. V. Scharold, 2007. Evidence for remote effects of dreissenids mussels on the amphipod Diporeia: analysis of Lake Ontario benthic surveys, 1997–2003. Journal of Great Lakes Research 33: 642–657.

    Article  Google Scholar 

  • Watkins, J. M., L. G. Rudstam, E. L. Mills & M. A. Teece, 2012. Coexistence of the native benthic amphipod Diporeia spp. and exotic dreissenid mussels in the New York Finger Lakes. Journal of Great Lakes Research 38: 226–235.

    Article  Google Scholar 

  • Watkins, J. M., L. G. Rudstam, D. L. Crabtree & M. G. Walsh, 2013. Is reduced benthic flux related to the Diporeia decline? Analysis of spring blooms and whiting events in Lake Ontario. Journal of Great Lakes Research 39: 395–403.

    Article  Google Scholar 

  • Weber, M. J., J. M. Dettmers, D. H. Wahl & S. J. Czesny, 2011. Size preferences and behaviors of native yellow perch foraging on invasive round gobies. Journal of Great Lakes Research 37: 584–587.

    Article  Google Scholar 

  • Wegner, B., A. L. Kronsbein, M. Gillefalk, K. van de Weyer, J. Köhler, E. Funke, M. T. Monaghan & S. Hilt, 2019. Mutual facilitation among invading nuttall’s waterweed and quagga mussels. Frontiers in Plant Science 10. https://doi.org/10.3389/fpls.2019.00789.

  • Weidel, B. C., M. J. Connerton & J. P. Holden, 2019. Bottom trawl assessment of Lake Ontario prey fishes. New York State Department of Environmental Conservation Lake Ontario Unit 2018 Annual Report Section 12: 24 pp.

  • Wilson, K. A., E. T. Howell & D. A. Jackson, 2006. Replacement of zebra mussels by quagga mussels in the Canadian nearshore of Lake Ontario: the importance of substrate, round goby abundance, and upwelling frequency. Journal of Great Lakes Research 32: 11–28.

    Article  Google Scholar 

  • Winters, A. D., S. Fitzgerald, T. O. Brenden, T. Nalepa & M. Faisal, 2014. Spatio-temporal dynamics of parasites infecting Diporeia spp. (Amphipoda, Gammaridae) in southern Lake Michigan (USA). Journal of Invertebrate Pathology 121: 37–45.

    Article  PubMed  Google Scholar 

  • Winters, A. D., T. L. Marsh, T. O. Brenden & M. Faisal, 2015. Analysis of bacterial communities associated with the benthic amphipod Diporeia in the Laurentian Great Lakes Basin. Canadian Journal of Microbiology 61: 72–81.

    Article  CAS  PubMed  Google Scholar 

  • Wong, W. H., S. Gerstenberger, W. Baldwin & B. Moore, 2012. Settlement and growth of quagga mussels (Dreissena rostriformis bugensis Andrusov, 1897) in Lake Mead, Nevada-Arizona, USA. Aquatic Invasions 7(1): 7–19.

    Article  Google Scholar 

  • Yu, N. & D. A. Culver, 1999. In situ survival and growth of zebra mussels (Dreissena polymorpha) under chronic hypoxia in a stratified lake. Hydrobiologia 392: 205–215.

    Article  Google Scholar 

  • Zhu, B., D. G. Fitzgerald, C. M. Mayer, L. G. Rudstam & E. L. Mills, 2006. Alteration of ecosystem function by zebra mussels in Oneida Lake: Impacts on submerged macrophytes. Ecosystems 9: 1017–1028.

    Article  Google Scholar 

  • Zhulidov, A. V., D. F. Pavlov, T. F. Nalepa, G. H. Scherbina, D. A. Zhulidov & T. Yu. Gurtovaya, 2004. Relative distributions of Dreissena bugensis and Dreissena polymorpha in the lower Don River system, Russia. International Review of Hydrobiology 89: 326–333.

  • Zhulidov, A. V., A. V. Kozhara, G. H. Scherbina, T. F. Nalepa, A. Protasov, S. A. Afanasiev, E. G. Pryanichnikova, D. A. Zhulidov, T. Yu. Gurtovaya & D. F. Pavlov, 2010. Invasion history, distribution, and relative abundances of Dreissena bugensis in the Old World: a synthesis of data. Biological Invasions 12: 1923–1940.

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Acknowledgements

This research was supported by an agreement  with Cornell University, under Prime Agreement Award GL 00E02259-2 from the U.S. EPA (PI L. Rudstam, Co-PIs Burlakova & Karatayev). Any opinions, findings, and conclusions or recommendations expressed in this publication are those of the authors and do not necessarily reflect the views of Cornell University nor those of the U.S. EPA. The authors would like to thank V. Karatayev (The University of Kansas, Lawrence) for help with data analysis, Administrative Assistant S. Dickinson (GLC) for proofreading the manuscript, and two anonymous reviewers for helpful comments.

Funding

This research supported by a cooperative agreement with Cornell University, Department of Natural Resources under Prime Agreement Award GL 00E02259-2 from the U.S. EPA “Great Lakes Long-Term Biological Monitoring Program 2017–2022” (PI L. Rudstam, Co-PIs Burlakova & Karatayev). The authors declare that there is no conflict of interest and no competing interests to declare regarding the publication of this article, as well as no relevant financial or non-financial interests to disclose. The authors have no financial or proprietary interests in any material discussed in this article.

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Karatayev, A.Y., Burlakova, L.E. Dreissena in the Great Lakes: what have we learned in 30 years of invasion. Hydrobiologia (2022). https://doi.org/10.1007/s10750-022-04990-x

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