Modelling survival and connectivity of Mnemiopsis leidyi in the south-western North Sea and Scheldt estuaries

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Abstract

Three different models were applied to study the reproduction, survival and dispersal of Mnemiopsis leidyi in the Scheldt estuaries and the southern North Sea: a high-resolution particle tracking model with passive particles, a low-resolution particle tracking model with a reproduction model coupled to a biogeochemical model, and a dynamic energy budget (DEB) model. The results of the models, each with its strengths and weaknesses, suggest the following conceptual situation: (i) the estuaries possess enough retention capability to keep an overwintering population, and enough exchange with coastal waters of the North Sea to seed offshore populations; (ii) M. leidyi can survive in the North Sea, and be transported over considerable distances, thus facilitating connectivity between coastal embayments; (iii) under current climatic conditions, M. leidyi may not be able to reproduce in large numbers in coastal and offshore waters of the North Sea, but this may change with global warming; however, this result is subject to substantial uncertainty. Further quantitative observational work is needed on the effects of temperature, salinity and food availability on reproduction and on mortality at different life stages to improve models such as used here.

Figures

  • Figure 1. Model grid of the Delft model in blue and definition of the areas in red. (a) eastern Scheldt estuary, (b) western Scheldt estuary, (c) eastern Scheldt mouth, (d) western Scheldt mouth, (e) Zeebrugge harbour area and (f) southern North Sea.
  • Figure 2. Energy flux scheme of the standard DEB model. Boxes: variables. Arrows: energy fluxes in Jday−1. The equations for each flux can be found below. Grey circle: metabolic switch associated with puberty: the individual stops allocating towards maturation and starts allocating towards puberty. EX: food (J ), EP: faeces (J ), E: reserve (J ), V : volume of structure (cm3), EH: cumulated energy invested in maturation, andER: cumulated energy invested in reproduction. The energy fluxes are functions of the model parameters which can be found in Table 1.
  • Table 1. DEB model parameters used in the simulations. The parameter values are taken from Augustine et al. (2014); ∗ denotes parameters which increase by a factor 8.6 during metabolic acceleration (i.e. EsH <EH <E j H). The values are given at a reference temperature of 20 ◦C. We refer the reader to Fig. 2 and to the original study (Augustine et al., 2014) for the physiological interpretation of the parameters.
  • Figure 3. (a) Final concentration of particles (N m−3) relative to an assumed initial concentration of 1.0 (N m−3) for the eastern Scheldt July simulation, Delft model; (b) similar for the western Scheldt.
  • Table 2. Percentage of particles from the eastern Scheldt estuary per area after 30 days.
  • Figure 4. Observed density M. leidyi (individualsm−3), realistic runs for 2011. (a) and (c) initial density based on field observations (circles) for western and eastern Scheldt, respectively. (b) and (d) final simulated density and field observations (circles) for western and eastern Scheldt, respectively.
  • Table 3. Percentage of particles from the western Scheldt estuary per area after 30 days.
  • Figure 5. Density of particles on the model grid (number of particles per grid cell). (a) on day 1 of the simulation (1 June 2008); (b) on day 61 (31 July 2008); (c) on day 121 (29 September 2008); (d) on day 240 (25 January 2009).

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CITATION STYLE

APA

Van Der Molen, J., Van Beek, J., Augustine, S., Vansteenbrugge, L., Van Walraven, L., Langenberg, V., … Robbens, J. (2015). Modelling survival and connectivity of Mnemiopsis leidyi in the south-western North Sea and Scheldt estuaries. Ocean Science, 11(3), 405–424. https://doi.org/10.5194/os-11-405-2015

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