Modeling the effect of invasive quagga mussels on the spring phytoplankton bloom in Lake Michigan

Abstract The disappearance of the spring phytoplankton bloom in Lake Michigan has been attributed in some studies to the direct effect of quagga mussel filter-feeding. We applied a biophysical model to test whether the observed reduction in the spring bloom can be explained by direct effects of quagga mussel grazing. We developed a 1-D column biological model that simulated light and temperature limitation on phytoplankton growth, vertical mixing, and grazing by zooplankton and quagga mussels. We applied the 3-D finite volume coastal ocean model (FVCOM) to provide vertical mixing, with two scenarios of atmospheric forcing: (a) North American Regional Reanalysis (NARR) and (b) station interpolation using the Natural Neighbor Method. Simulated development of the spring bloom and formation of the deep chlorophyll layer in the early summer stratified period were consistent with observations. Increased strength of winter stratification (surface

[1]  D. Schwab,et al.  Estimation of Overlake Wind Speed from Overland Wind Speed: A Comparison of Three Methods , 1984 .

[2]  Verifiable Evaporation Modeling on the Laurentian Great Lakes , 1989 .

[3]  S. Pothoven,et al.  Recent Changes in Density, Biomass, Recruitment, Size Structure, and Nutritional State of Dreissena Populations in Southern Lake Michigan , 2010 .

[4]  David J. Schwab,et al.  Modeling the 1998–2003 summer circulation and thermal structure in Lake Michigan , 2006 .

[5]  G. S. Miller,et al.  Modeling wind‐driven circulation during the March 1998 sediment resuspension event in Lake Michigan , 2003 .

[6]  Richard J. Geider,et al.  A dynamic regulatory model of phytoplanktonic acclimation to light, nutrients, and temperature , 1998 .

[7]  Oliver N. Ross,et al.  Modelling the effect of vertical mixing on bottle incubations for determining in situ phytoplankton dynamics. II. Primary production , 2011 .

[8]  A. Rosati,et al.  A Quasi-equilibrium Turbulent Energy Model for Geophysical Flows , 1988 .

[9]  Elizabeth A. Fulton,et al.  Mortality and predation in ecosystem models: is it important how these are expressed? , 2003 .

[10]  E. Berdalet,et al.  Modelling the effect of vertical mixing on bottle incubations for determining in situ phytoplankton dynamics. I. Growth rates , 2011 .

[11]  Gregory A. Lang,et al.  Dynamics of Lake Michigan Plankton: A Model Evaluation of Nutrient Loading, Competition, and Predation , 1988 .

[12]  Brent M. Lofgren,et al.  Temporal and Spatial Variability of Great Lakes Ice Cover, 1973–2010* , 2012 .

[13]  J. Simpson,et al.  Stratification and mixing in the Limfjorden in relation to mussel culture , 2006 .

[14]  T. Kana,et al.  Dynamic model of phytoplankton growth and acclimation: responses of the balanced growth rate and the chlorophyll a:carbon ratio to light, nutrient-limitation and temperature , 1997 .

[15]  G. Fahnenstiel,et al.  Photosynthetic Characteristics of Phytoplankton Communities in Lakes Huron and Michigan: P-I Parameters and End-Products , 1989 .

[16]  D. Bailey,et al.  Relationship between synoptic forcing and polynya formation in the Cosmonaut Sea: 2. Regional climate model simulations , 2004 .

[17]  W. Washington,et al.  A large-scale numerical model of sea ice , 1979 .

[18]  N. Hawley Response of the benthic nepheloid layer to near‐inertial internal waves in southern Lake Michigan , 2004 .

[19]  B. Lesht,et al.  Convergence of trophic state and the lower food web in Lakes Huron, Michigan and Superior , 2012 .

[20]  David D. Parrish,et al.  NORTH AMERICAN REGIONAL REANALYSIS , 2006 .

[21]  Nathaniel L. Jessee,et al.  A satellite-based multi-temporal assessment of the extent of nuisance Cladophora and related submerged aquatic vegetation for the Laurentian Great Lakes , 2015 .

[22]  A. Krause,et al.  The Structure of the Planktonic Food-Web in the St. Lawrence Great Lakes , 1998 .

[23]  Thomas F. Nalepa,et al.  Seasonal zooplankton dynamics in Lake Michigan: Disentangling impacts of resource limitation, ecosystem engineering, and predation during a critical ecosystem transition , 2012 .

[24]  S. Pothoven,et al.  Long-Term and Recent Changes in Southern Lake Michigan Water Quality with Implications for Present Trophic Status , 2010 .

[25]  Serghei A. Bocaniov,et al.  The nearshore shunt and the decline of the phytoplankton spring bloom in the Laurentian Great Lakes: insights from a three-dimensional lake model , 2013, Hydrobiologia.

[26]  S. Pothoven,et al.  Dreissena and the Disappearance of the Spring Phytoplankton Bloom in Lake Michigan , 2010 .

[27]  Jia Wang,et al.  Inertial Stability and Phase Error of Time Integration Schemes in Ocean General Circulation Models , 1997 .

[28]  D. Schwab,et al.  Approaching Storm: Disappearing Winter Bloom in Lake Michigan , 2010 .

[29]  A. Goodwell,et al.  Cross‐shelf thermal variability in southern Lake Michigan during the stratified periods , 2012 .

[30]  Hongyan Zhang,et al.  Dreissenids in Lake Erie: an algal filter or a fertilizer? , 2011 .

[31]  Changsheng Chen,et al.  An Unstructured Grid, Finite-Volume, Three-Dimensional, Primitive Equations Ocean Model: Application to Coastal Ocean and Estuaries , 2003 .

[32]  G. Fahnenstiel,et al.  Dynamics of Lake Michigan Phytoplankton: the Deep Chlorophyll Layer , 1987 .

[33]  S. Higgins Meta-Analysis of Dreissenid Effects on Freshwater Ecosystems , 2013 .

[34]  R. G. Kreis,et al.  The Lake Michigan Eutrophication Model, LM3‐Eutro: Model Development and Calibration , 2008, Water environment research : a research publication of the Water Environment Federation.

[35]  J. V. Revadekar,et al.  Global observed changes in daily climate extremes of temperature and precipitation , 2006 .

[36]  D. Beletsky,et al.  Modeling circulation and thermal structure in Lake Michigan: Annual cycle and interannual variability , 2001 .

[37]  D. Beletsky,et al.  Impacts of suspended sediment on the ecosystem in Lake Michigan: A comparison between the 1998 and 1999 plume events , 2004 .

[38]  Carl F. Cerco,et al.  Process-based primary production modeling in Chesapeake Bay , 2004 .

[39]  G. S. Miller,et al.  Anatomy of the recurrent coastal sediment plume in Lake Michigan and its impacts on light climate, nutrients, and plankton , 2007 .

[40]  David J. Schwab,et al.  Modeling 1993–2008 climatology of seasonal general circulation and thermal structure in the Great Lakes using FVCOM , 2013 .

[41]  John H. Simpson,et al.  Models of stratification and frontal movement in shelf seas , 1981 .

[42]  Thomas F. Nalepa,et al.  Recent Changes in Primary Production and Phytoplankton in the Offshore Region of Southeastern Lake Michigan☆ , 2010 .

[43]  B. Osborne,et al.  Respiration and microalgal growth: a review of the quantitative relationship between dark respiration and growth , 1989 .

[44]  D. Beletsky,et al.  Lake Michigan Mass Balance Study : hydrodynamic modeling project , 1998 .

[45]  K. Matsumoto,et al.  A three-dimensional model of Lake Superior with ice and biogeochemistry , 2012 .

[46]  D. Schwab,et al.  Simulating the 1998 spring bloom in Lake Michigan using a coupled physical‐biological model , 2012 .

[47]  E. F. Bradley,et al.  Bulk parameterization of air‐sea fluxes for Tropical Ocean‐Global Atmosphere Coupled‐Ocean Atmosphere Response Experiment , 1996 .

[48]  G. Fahnenstiel,et al.  Spring isothermal mixing in the Great Lakes: evidence of nutrient limitation and nutrient-light interactions in a suboptimal light environment , 2000 .

[49]  S. Chapra,et al.  Great Lakes total phosphorus revisited: 1. Loading analysis and update (1994–2008) , 2012 .

[50]  G. Lang,et al.  Transformation of the offshore benthic community in Lake Michigan: recent shift from the native amphipod Diporeia spp. to the invasive mussel Dreissena rostriformis bugensis , 2009 .

[51]  R. Shuchman,et al.  Bio-optical properties and primary production of Lake Michigan: Insights from 13-years of SeaWiFS imagery , 2014 .

[52]  Tarang Khangaonkar,et al.  An offline unstructured biogeochemical model (UBM) for complex estuarine and coastal environments , 2012, Environ. Model. Softw..

[53]  S. Pothoven,et al.  Recent change in summer chlorophyll a dynamics of southeastern Lake Michigan , 2013 .

[54]  G. Lang,et al.  Great Lakes Primary Production Model : methodology and use , 1996 .

[55]  F. Schanz,et al.  Light climate as the key factor controlling the spring dynamics of phytoplankton in Lake Zürich , 1997, Aquatic Sciences.

[56]  D. Schwab Numerical Simulation of Low-Frequency Current Fluctuations in Lake Michigan , 1983 .