The large-scale impact of offshore wind farm structures on pelagic primary productivity in the southern North Sea

The increasing demand for renewable energy is projected to result in a 40-fold increase in offshore wind electricity in the European Union by 2030. Despite a great number of local impact studies for selected marine populations, the regional ecosystem impacts of offshore wind farm (OWF) structures are not yet well assessed nor understood. Our study investigates whether the accumulation of epifauna, dominated by the filter feeder Mytilus edulis (blue mussel), on turbine structures affects pelagic primary productivity and ecosystem functioning in the southern North Sea. We estimate the anthropogenically increased potential distribution based on the current projections of turbine locations and reported patterns of M. edulis settlement. This distribution is integrated through the Modular Coupling System for Shelves and Coasts to state-of-the-art hydrodynamic and ecosystem models. Our simulations reveal non-negligible potential changes in regional annual primary productivity of up to 8% within the OWF area, and induced maximal increases of the same magnitude in daily productivity also far from the wind farms. Our setup and modular coupling are effective tools for system scale studies of other environmental changes arising from large-scale offshore wind farming such as ocean physics and distributions of pelagic top predators.

[1]  P. Dolmer Feeding activity of mussels Mytilus edulis related to near-bed currents and phytoplankton biomass , 2000 .

[2]  J. Teilmann,et al.  Harbour seals at Horns Reef before, during and after construction of Horns Rev Offshore Wind Farm , 2006 .

[3]  T. Suchanek The ecology of Mytilus edulis L. in exposed rocky intertidal communities , 1978 .

[4]  Karline Soetaert,et al.  A model of early diagenetic processes from the shelf to abyssal depths , 1996 .

[5]  V. N. Jonge,et al.  The North Sea. , 1976, British medical journal.

[6]  A. Smaal,et al.  A review of the feedbacks between bivalve grazing and ecosystem processes , 1997, Aquatic Ecology.

[7]  Theunis Piersma,et al.  Distinctly variable mudscapes: Distribution gradients of intertidal macrofauna across the Dutch Wadden Sea☆ , 2013 .

[8]  Ryan P. Mulligan,et al.  Offshore wind farm impacts on surface waves and circulation in Eastern Lake Ontario , 2014 .

[9]  Hans Burchard,et al.  Second-order turbulence closure models for geophysical boundary layers. A review of recent work , 2005 .

[10]  John K. Kaldellis,et al.  Shifting towards offshore wind energy—Recent activity and future development , 2013 .

[11]  Bela H. Buck,et al.  Colonization of an artificial hard substrate by Mytilus edulis in the German Bight , 2008 .

[12]  A multi-decadal wind-wave hindcast for the North Sea 1949 – 2014: coastDat2 , 2017 .

[13]  Steven J. Phillips,et al.  Sample selection bias and presence-only distribution models: implications for background and pseudo-absence data. , 2009, Ecological applications : a publication of the Ecological Society of America.

[14]  A. Borges,et al.  Nitrogen and carbon cycling in the North Sea and exchange with the North Atlantic—A model study, Part II: Carbon budget and fluxes , 2008 .

[15]  Wenyan Zhang,et al.  Mutual Dependence Between Sedimentary Organic Carbon and Infaunal Macrobenthos Resolved by Mechanistic Modeling , 2017 .

[16]  B. Bayne,et al.  Growth and Production of Mussels Mytilus edulis from Two Populations , 1980 .

[17]  H. Burchard,et al.  Wind‐induced variability of estuarine circulation in a tidally energetic inlet with curvature , 2016 .

[18]  Timothy D. Jickells,et al.  Modelling the contribution of deep chlorophyll maxima to annual primary production in the North Sea , 2013, Biogeochemistry.

[19]  Nils Kautsky,et al.  Structural and functional effects of Mytilus edulis on diversity of associated species and ecosystem functioning , 2007 .

[20]  Simon K. Siedersleben,et al.  First in situ evidence of wakes in the far field behind offshore wind farms , 2018, Scientific Reports.

[21]  André W. Visser,et al.  Grazing effects of blue mussel Mytilus edulis on the pelagic food web under different turbulence conditions , 2007 .

[22]  H. U. Riisgård,et al.  Regulation of opening state and filtration rate in filter-feeding bivalves (Cardium edule, Mytilus edulis, Mya arenaria) in response to low algal concentration , 2003 .

[23]  A. Wehrmann,et al.  Beds of blue mussels and Pacific oysters , 2017 .

[24]  Zengo Furukawa,et al.  A General Framework for , 1991 .

[25]  Paul S. Bell,et al.  Marine Renewable Energy , 2021, Developing the Blue Economy.

[26]  M. J. Howarth North Sea Circulation , 2001 .

[27]  M. Schartau,et al.  Estuary-type circulation as a factor sustaining horizontal nutrient gradients in freshwater-influenced coastal systems , 2017, Geo-Marine Letters.

[28]  Paul J. Somerfield,et al.  Global analysis of response and recovery of benthic biota to fishing , 2006 .

[29]  Chad L. Hewitt,et al.  Nonindigenous biota on artificial structures: could habitat creation facilitate biological invasions? , 2007 .

[30]  A. Cockcroft Nitrogen excretion by the surf zone bivalves , 2006 .

[31]  P. Cranford,et al.  Seasonal variation in food utilization by the suspension-feeding bivalve molluscs Mytilus edulis and Placopecten magellanicus , 1999 .

[32]  A multi-decadal wind-wave hindcast for the North Sea 1949–2014: coastDat2 , 2017 .

[33]  K. Reise,et al.  The American slipper limpet Crepidula fornicata (L.) in the northern Wadden Sea 70 years after its introduction , 2003, Helgoland Marine Research.

[34]  Andy Liaw,et al.  Classification and Regression by randomForest , 2007 .

[35]  S. Degraer,et al.  A comparison of the first stages of biofouling in two offshore wind farms in the Belgian part of the North Sea , 2012 .

[36]  Kai W. Wirtz,et al.  The acclimative biogeochemical model of the southern North Sea , 2017 .

[37]  P. White,et al.  The Ecology of Natural Disturbance and Patch Dynamics , 1986 .

[38]  Kai W. Wirtz,et al.  Modular System for Shelves and Coasts (MOSSCO v1.0) – a flexible and multi-component framework for coupled coastal ocean ecosystem modelling , 2017, 1706.04224.

[39]  Marc L. Imhoff,et al.  Global patterns in human consumption of net primary production , 2004, Nature.

[40]  A. Ricciardi,et al.  Weight-to-weight conversion factors for marine benthic macroinvertebrates , 1998 .

[41]  O. Kerimoglu,et al.  Autotrophic Stoichiometry Emerging from Optimality and Variable Co-limitation , 2016, Front. Ecol. Evol..

[42]  Sergio M. Savaresi,et al.  Control of the wave induced vibrations in Air Cushion Catamarans , 1997, Proceedings of the 1997 IEEE International Conference on Control Applications.

[43]  A. Smaal,et al.  Nutrient regeneration by mussel Mytilus edulis spat assemblages in a macrotidal system , 2014 .

[44]  K. Reise,et al.  Macrobenthic turnover in the subtidal Wadden Sea: The Norderaue revisited after 60 years , 1987, Helgoländer Meeresuntersuchungen.

[45]  O. Kerimoglu,et al.  A novel acclimative biogeochemical model and its implementation tothe southern North Sea , 2017 .

[46]  David L. Strayer,et al.  Mollusks as ecosystem engineers: the role of shell production in aquatic habitats , 2003 .

[47]  A. Cockcroft Nitrogen excretion by the surf zone bivalves Donax serra and D. sordidus , 1990 .

[48]  Helen Bailey,et al.  Assessing environmental impacts of offshore wind farms: lessons learned and recommendations for the future , 2014, Aquatic biosystems.

[49]  Tanja J Joschko,et al.  Epifauna dynamics at an offshore foundation--implications of future wind power farming in the North Sea. , 2013, Marine environmental research.

[50]  L. Merckelbach,et al.  Potential Impacts of Offshore Wind Farms on North Sea Stratification , 2016, PloS one.

[51]  Cecelia DeLuca,et al.  The architecture of the Earth System Modeling Framework , 2003, Computing in Science & Engineering.

[52]  Dorian Krause,et al.  JURECA: General-purpose supercomputer at Jülich Supercomputing Centre , 2016 .

[53]  M. Witt,et al.  Marine renewable energy: potential benefits to biodiversity? An urgent call for research , 2009 .

[54]  J. Zimmerman,et al.  Review of the physical oceanography of the North Sea , 1990 .

[55]  Raymond B. Seed,et al.  Population and community ecol-ogy of Mytilus , 1992 .

[56]  E. Zorita,et al.  The North Sea — A shelf sea in the Anthropocene , 2015 .

[57]  D. Ford,et al.  Observing and modelling phytoplankton community structure in the North Sea , 2017 .

[58]  J. Cloern PHYTOPLANKTON BLOOM DYNAMICS IN COASTAL ECOSYSTEMS' A REVIEW WITH SOME GENERAL LESSONS FROM SUSTAINED INVESTIGATION OF SAN FRANCISCO , 1996 .

[59]  J. Widdows,et al.  Relationships between seston, available food and feeding activity in the common mussel Mytilus edulis , 1979 .

[60]  W. Courtens,et al.  Offshore wind farms in the Belgian part of the North Sea: Heading for an understanding of environmental impacts , 2012 .

[61]  Beate Geyer,et al.  High-resolution atmospheric reconstruction for Europe 1948–2012: coastDat2 , 2013 .

[62]  Karsten Bolding,et al.  A general framework for aquatic biogeochemical models , 2014, Environ. Model. Softw..

[63]  Freire,et al.  Feeding ecology of the velvet swimming crab Necora puber in mussel raft areas of the Ría de Arousa (Galicia, NW Spain) , 1995 .

[64]  Detlev Machoczek,et al.  Looking beyond stratification: a model-based analysis of the biological drivers of oxygen deficiency in the North Sea , 2015 .

[65]  Bruno Eckhardt,et al.  Effective variables in ecosystem models with an application to phytoplankton succession , 1996 .

[66]  M. Dowd,et al.  Influence of mussel aquaculture on nitrogen dynamics in a nutrient enriched coastal embayment , 2007 .

[67]  K. Bolding,et al.  Microstructure of turbulence in the northern North Sea: a comparative study of observations and model simulations , 2002 .

[68]  Shinichi Morishita,et al.  On Classification and Regression , 1998, Discovery Science.

[69]  Danièle Revel,et al.  Renewable energy technologies: cost analysis series , 2012 .

[70]  C. Buschbaum,et al.  Mass occurrence of an introduced crustacean (Caprella cf. mutica) in the south-eastern North Sea , 2005, Helgoland Marine Research.

[71]  Jens Engström,et al.  Artificial reef effect and fouling impacts on offshore wave power foundations and buoys - a pilot study , 2009 .

[72]  M. H. Nasermoaddeli,et al.  A model study on the large-scale effect of macrofauna on the suspended sediment concentration in a shallow shelf sea , 2017, Estuarine, Coastal and Shelf Science.

[73]  D. Eisma,et al.  Distribution, organic content and particle size of suspended matter in the north sea , 1987 .

[74]  Knut Klingbeil,et al.  Implementation of a direct nonhydrostatic pressure gradient discretisation into a layered ocean model , 2013 .

[75]  Karen Timmermann,et al.  Local effects of blue mussels around turbine foundations in an ecosystem model of Nysted off-shore wind farm, Denmark , 2009 .

[76]  H. Asmus,et al.  Mussel beds: limiting or promoting phytoplankton? , 1991 .

[77]  S. Dirksen,et al.  Short-term ecological effects of an offshore wind farm in the Dutch coastal zone; a compilation , 2011 .

[78]  P. White,et al.  The Ecology of Natural Disturbance and Patch Dynamics , 1986 .

[79]  Christopher Winship,et al.  Sample Selection Bias , 2000 .

[80]  T. Gerkema,et al.  A numerical model for the entire Wadden Sea: Skill assessment and analysis of hydrodynamics , 2016 .

[81]  T. Nielsen,et al.  Effects of a blue mussel Mytilus edulis bed on vertical distribution and composition of the pelagic food web , 2007 .

[82]  D. Wilhelmsson,et al.  Fouling assemblages on offshore wind power plants and adjacent substrata , 2008 .

[83]  K. Reise,et al.  Introduced Pacific oysters (Crassostrea gigas) in the northern Wadden Sea: invasion accelerated by warm summers? , 2005, Helgoland Marine Research.

[84]  Fabio Bulleri,et al.  Artificial marine structures facilitate the spread of a non‐indigenous green alga, Codium fragile ssp. tomentosoides, in the north Adriatic Sea , 2005 .

[85]  Michael Elliott,et al.  The Habitat-Creation Potential of Offshore Wind Farms , 2009, Renewable Energy.

[86]  A. Carranza,et al.  Mussels as ecosystem engineers: Their contribution to species richness in a rocky littoral community , 2007 .

[87]  Feeding Ecology , 2020, The Kestrel.

[88]  P. Ruardij,et al.  The European regional seas ecosystem model, a complex marine ecosystem model , 1995 .

[89]  E. C. Pielou Population and Community Ecology. , 1976 .

[90]  D. Mills,et al.  Primary production in the deep chlorophyll maximum of the central North Sea , 2005 .

[91]  Susan Dumps,et al.  A model study. , 1988, Nursing standard (Royal College of Nursing (Great Britain) : 1987).

[92]  P. White Chapter 1 – Natural Disturbance and Patch Dynamics: An Introduction , 1985 .

[93]  H. U. Riisgård,et al.  Growth, filtration and respiration in the mussel Mytilus edulis:no evidence for physiological regulation of the filter-pump to nutritional needs , 1996 .

[94]  Roland Krone Offshore Wind Power Reef Effects and Reef Fauna Roles , 2012 .

[95]  J. Lützen Styela clava Herdman (Urochordata, Ascidiacea), a successful immigrant to North West Europe: ecology, propagation and chronology of spread , 1998, Helgoländer Meeresuntersuchungen.

[96]  S. Brasseur,et al.  Habitat preferences of harbour seals in the Dutch coastal area: analysis and estimate of effects of offshore wind farms , 2010 .

[97]  Michel J. Kaiser,et al.  Chronic bottom trawling alters the functional composition of benthic invertebrate communities on a sea-basin scale , 2006 .

[98]  B. Bayne,et al.  Feeding behaviour of the mussel, Mytilus edulis: responses to variations in quantity and organic content of the seston , 1993, Journal of the Marine Biological Association of the United Kingdom.

[99]  O. Edenhofer Renewable Energy Sources and Climate Change Mitigation , 2011 .

[100]  M. Vincx,et al.  Aggregation and feeding behaviour of pouting (Trisopterus luscus) at wind turbines in the Belgian part of the North Sea , 2011 .