Abstract
Ensuring food security is a vital challenge. To meet food and, especially, protein demand in the next few decades, the aquaculture industry needs to expand. This could be achieved by expanding marine aquaculture at sea. Moving aquaculture plots further offshore has gained interest due to its increased space availability and more stable conditions compared to coastal areas, while also mitigating the effects of climate change extremes inshore. Spatial multi-criteria evaluation allowed for the identification of regions in offshore European waters that, under present-day conditions, were both feasible and suitable for mussel cultivation (Mytilus edulis L.). Future climate models were also used and showed a latitudinal trend, making Northern European waters more suitable in the future, while the Southern part of Europe became too warm. However, the future impact of extreme events, such as marine heatwaves, is difficult to predict. In addition, the study identified offshore wind farms with potential for co-location with mussel cultivation, which could help concentrate human uses at sea and reduce the extent of marine areas subject to anthropogenic pressure. With the offshore wind industry expanding rapidly in the future, even more co-location options will become possible.
Similar content being viewed by others
Data availability
The datasets analysed and generated during this study, as well as the codes developed, are available in the GitHub repository: https://github.com/EnoLec/smce_mussel_osw_europe.
References
FAO. The state of world fisheries and aquaculture 2022. Towards blue transformation ISBN: 978-92-5-136364-5 (Food and Agriculture Organization of the United Nations, Rome, 2022).
Fukase, E. & Martin, W. Economic growth, convergence, and world food demand and supply. World Dev 132, 104954 (2020).
Costello, C. et al. The future of food from the sea. Nature 588, 95–100 (2020).
Golden, C. D. et al. Aquatic foods to nourish nations. Nature 598, 315–320 (2021).
Azra, M. N., Okomoda, V. T., Tabatabaei, M., Hassan, M. & Ikhwanuddin, M. The contributions of shellfish aquaculture to global food security: assessing its characteristics from a future food perspective. Front. Mar. Sci. 8, 654897 (2021).
FAO. The State of World Fisheries and Aquaculture 2024 – Blue Transformation in action ISBN: 978-92-5-138763-4 (Food and Agriculture Organization of the United Nations, Rome, 2024).
Rasenberg, M., Stuiver, M., van den Burg, S. & Veenstra, F., MERMAID: innovative multipurpose offshore platforms: planning, design and operation https://edepot.wur.nl/260789 (2013).
Smaal, A. C. European mussel cultivation along the Atlantic coast: production status, problems and perspectives. Hydrobiologia 484, 89–98 (2002).
Smaal, A. The ecology and cultivation of mussels: new advances. Aquaculture 94, 245–261 (1991).
Barange, M. et al. Impacts of climate change on fisheries and aquaculture. UN Food Agric. Organ. 12, 628–635 (2018).
Lattos, A. et al. Are marine heatwaves responsible for mortalities of farmed Mytilus galloprovincialis? A pathophysiological analysis of Marteilia infected mussels from Thermaikos Gulf, Greece. Animals 12, 18 (2022).
Raymond, W. W. et al. Assessment of the impacts of an unprecedented heatwave on intertidal shellfish of the Salish Sea. Ecology 103, 7 (2022).
Kamermans, P. & Saurel, C. Interacting climate change effects on mussels (Mytilus edulis and M. galloprovincialis) and oysters (Crassostrea gigas and Ostrea edulis): experiments for bivalve individual growth models. Aquat. Living Resour. 35, 16 (2022).
Brenner, M. Site selection criteria and technical requirements for the offshore cultivation of Blue mussels (Mytilus edulis L.) PhD thesis, Jacobs University Bremen, Germany, (2009).
Brenner, M., Buchholz, C., Heemken, O., Buck, B. H. & Koehler, A. Health and growth performance of the blue mussel (Mytilus edulis L.) from two hanging cultivation sites in the German Bight: a nearshore - offshore comparison. Aquac. Int. 20, 751–778 (2012).
Pogoda, B., Jungblut, S., Buck, B. H. & Hagen, W. Infestation of oysters and mussels by mytilicolid copepods: differences between natural coastal habitats and two offshore cultivation sites in the German Bight. J. Appl. Ichthyol. 28, 756–765 (2012).
Pernet, F. et al. Determination of risk factors for herpesvirus outbreak in oysters using a broad-scale spatial epidemiology framework. Sci. Rep. 8, 10869 (2018).
MMO, Identification of areas of aquaculture potential in English waters (MMO 1184) https://assets.publishing.service.gov.uk/media/5dfb8f9840f0b6665e801834/MMO1184_AquaPotential_forPub_191210.pdf (2019).
Buck, B. H. & Langan, R. Aquaculture perspective of multi-use sites in the open ocean: The untapped potential for marine resources in the Anthropocene ISBN: 978-3-319-51157-3 (Springer Nature, 2017).
Stevens, C., Plew, D., Hartstein, N. & Fredriksson, D. The physics of open-water shellfish aquaculture. Aquac. Eng. 38, 145–160 (2008).
Heasman, K. G. et al. Utilisation of the site assessment energy indices for aquaculture in exposed waters: biology, technology, operations and maintenance. Front. Aquac. 3, 1427168 (2024).
Buck, B. H. Experimental trials on the feasibility of offshore seed production of the mussel Mytilus edulis in the German Bight: installation, technical requirements and environmental conditions. Helgol. Mar. Res. 61, 87–101 (2007).
Buck, B. H., Ebeling, M. W. & Michler-Cieluch, T. Mussel cultivation as a co-use in offshore wind farms: potential and economic feasibility. Aquac. Econ. Manag. 14, 255–281 (2010).
Hassan, G. G., A guide to UK offshore wind operations and maintenance https://questfwe.com/wp-content/uploads/2018/02/Wind-farm-operations-and-maintenance-GLGarrad-Hassan.pdf (2013).
Dinwoodie, I., Catterson, V. & McMillan, D. Wave height forecasting to improve off-shore access and maintenance scheduling. In IEEE Power & Energy Society General Meeting 11, 1–5 (IEEE, 2013).
Taylor, J. W. & Jeon, J. Probabilistic forecasting of wave height for offshore wind turbine maintenance. Eur. J. Oper. Res. 267, 877–890 (2018).
Kapetsky, J., Aguilar-Manjarrez, J. & Jenness, J., A global assessment of offshore mariculture potential from a spatial perspective https://www.fao.org/4/i3100e/i3100e00.htm (2013).
Buck, B. et al. in Aquaculture Perspective of Multi-Use Sites in the Open Ocean (eds Buck, B. H. & R., L.) 253–354 (Springer Nature, 2017).
Waldman, S., Munro, P. & Forster, R. Plausible 2050 offshore wind locations in the North Sea (Version 2) 10.5281/zenodo.7109882 [Data set]. In MASTS Annual Science Meeting (MASTS ASM), (Glasgow, 2023).
Pettersen, S. et al. Offshore wind in the race for ocean space: a forecast to 2050. J. Phys. Conf. Ser. 2507, 012005 (2023).
Gee, K. & Mikkelsen, E. Understanding different types of conflicts and coexistence in marine spatial planning (MSP) https://ices-library.figshare.com/articles/report/Understanding_different_types_of_conflicts_and_coexistence_in_marine_ spatial_planning_MSP_/24598734?file=43441218 (2023).
Schupp, M. F. et al. Toward a common understanding of ocean multi-use. Front. Mar. Sci. 6, 12 (2019).
O’Shea, R. et al. Managing offshore multi-use settings: use of conceptual mapping to reduce uncertainty of co-locating seaweed aquaculture and wind farms. J. Environ. Manag. 358, 120696 (2024).
Papandroulakis, N., Thomsen, C., Mintenbeck, K., Mayorga, P. & Hernández-Brito, J. in Aquaculture Perspective of Multi-Use Sites in the Open Ocean: The Untapped Potential for Marine Resources in the Anthropocene (eds Buck, B. H. & R., L.) 355–374 (Springer Nature, 2017).
Przedrzymirska, J. et al. Multi-use concept in European Sea basins https://musesproject.com/wp-content/uploads/sites/70/2018/06/D2-6-Final-Report.pdf (2018).
Przedrzymirska, J. et al. Multi-use of the sea: from research to practice in GLOBMAR 2018 - Global Maritime Conference 58, 9 (SHS Web of Conferences, 2018).
Rockmann, C. et al. Multi-use platform solutions in the North Sea, Baltic Sea, Atlantic and Adriatic Sea: MERMAID https://edepot.wur.nl/368332 (2015).
Kafas, A., MUSES Project - Case study 1A offshore wind and commercial fisheries in the East Coast of Scotland. MUSES deliverable: D3.3: Case study implementation – ANNEX 1 https://sites.dundee.ac.uk/muses/wp-content/uploads/sites/70/2018/02/ANNEX1-CASE-STUDY-1A.pdf (2017).
Przedrzymirska, J. et al. Multi-use of the sea as a sustainable development instrument in five EU sea basins. Sustainability 13, 16 (2021).
Maar, M. et al. Multi-use of offshore wind farms with low-trophic aquaculture can help achieve global sustainability goals. Commun Earth Environ. 4, 447 (2023).
van den Burg, S. W. K. et al. Business case for mussel aquaculture in offshore wind farms in the North Sea. Mar. Policy 85, 1–7 (2017).
Jansen, H. M. et al. The feasibility of offshore aquaculture and its potential for multi-use in the North Sea. Aquac. Int. 24, 735–756 (2016).
Barillé, L. et al. Biological, socio-economic, and administrative opportunities and challenges to moving aquaculture offshore for small French oyster-farming companies. Aquaculture 521, 735045 (2020).
Benassai, G., Mariani, P., Stenberg, C. & Christoffersen, M. A Sustainability Index of potential co-location of offshore wind farms and open water aquaculture. Ocean Coast. Manag. 95, 213–218 (2014).
Gimpel, A. et al. A GIS modelling framework to evaluate marine spatial planning scenarios: co-location of offshore wind farms and aquaculture in the German EEZ. Mar. Policy 55, 102–115 (2015).
Brigolin, D. et al. Space allocation for coastal aquaculture in North Africa: Data constraints, industry requirements and conservation issues. Ocean Coast. Manag. 116, 89–97 (2015).
Longdill, P. C., Healy, T. R. & Black, K. P. An integrated GIS approach for sustainable aquaculture management area site selection. Ocean Coast. Manag. 51, 612–624 (2008).
Dapueto, G. et al. A spatial multi-criteria evaluation for site selection of offshore marine fish farm in the Ligurian Sea, Italy. Ocean Coast. Manag. 116, 64–77 (2015).
Radiarta, I. N., Saitoh, S.-I. & Miyazono, A. GIS-based multi-criteria evaluation models for identifying suitable sites for Japanese scallop (Mizuhopecten yessoensis) aquaculture in Funka Bay, southwestern Hokkaido, Japan. Aquaculture 284, 127–135 (2008).
Silva, C. et al. Site selection for shellfish aquaculture by means of GIS and farm-scale models, with an emphasis on data-poor environments. Aquaculture 318, 444–457 (2011).
Yakubu, S. O., Falconer, L. & Telfer, T. C. Use of scenarios with multi-criteria evaluation to better inform the selection of aquaculture zones. Aquaculture 595, 741670 (2025).
Lester, S. E. et al. Marine spatial planning makes room for offshore aquaculture in crowded coastal waters. Nat. Commun. 9, 945 (2018).
Medina-Madariaga, G. P. et al. Site selection for off-shore macroalgae aquaculture on the French Atlantic coast. Aquac. Eng. 111, 102581(2025).
Snyder, J. et al. Oyster aquaculture site selection using Landsat 8-derived sea surface temperature, turbidity, and chlorophyll a. Front. Mar. Sci. 4, 190 (2017).
Malczewski, J. GIS-based multicriteria decision analysis: a survey of the literature. Int. J. Environ. Sci. Dev. 20, 703–726 (2006).
Voogd, J. Multicriteria evaluation for urban and regional planning. Eindhoven University of Technology. PhD thesis (1982).
Eastman, J. Multi-criteria evaluation and GIS. Geogr. Inf. 1, 493–502 (1999).
Elaalem, M. Land suitability evaluation for sorghum based on boolean and fuzzy-multi-criteria decision analysis methods. Int. J. Environ. Sci. Dev. 3, 357–361 (2012).
Falconer, L., Middelboe, A. L., Kaas, H., Ross, L. G. & Telfer, T. C. Use of geographic information systems for aquaculture and recommendations for development of spatial tools. Rev. Aquac. 12, 664–677 (2019).
Nunes, P. R., Brotas, V., Nolasco, R., Dubert, J. & Oliveira, P. B. Satellite-based evidence of upwelling separation off NW Iberia. Cont. Shelf Res. 284, 105356 (2025).
Kerckhof, F., Rumes, B. & Degraer, S. in MEMOIRS on the Marine Environment (eds Degraer, S., Brabant, R., Rumes, B. & Vigin, L.) 73–84 (Royal Belgian Institute of Natural Sciences (RBINS), 2019).
Joschko, T. J., Buck, B. H., Gutow, L. & &Schröder, A. Colonization of an artificial hard substrate by Mytilus edulis in the German Bight. Mar. Biol. Res 4, 350–360 (2008).
Coolen, J. W. P. et al. Marine stepping-stones: connectivity of Mytilus edulis populations between offshore energy installations. Mol. Ecol. 29, 686–703 (2020).
Decurey, B., Schoefs, F., Barillé, A.-L. & Soulard, T. Model of bio-colonisation on mooring lines: updating strategy based on a static qualifying sea state for floating wind turbines. J. Mar. Sci. Eng. 8, 108 (2020).
Wilhelmsson, D. & Malm, T. Fouling assemblages on offshore wind power plants and adjacent substrata. Estuar. Coast Shelf Sci. 79, 459–466 (2008).
Cubillo, A. M. et al. Direct effects of climate change on productivity of European aquaculture. Aquac. Int. 29, 1561–1590 (2021).
Thomas, Y., Razafimahefa, N. R., Ménesguen, A. & Bacher, C. Multi-scale interaction processes modulate the population response of a benthic species to global warming. Ecol. Model 436, 109295 (2020).
Thomas, Y. & Bacher, C. Assessing the sensitivity of bivalve populations to global warming using an individual-based modelling approach. Glob. Chang Biol. 24, 4581–4597 (2018).
Sunday, J. M., Bates, A. E. & Dulvy, N. K. Thermal tolerance and the global redistribution of animals. Nat. Clim. Change 2, 686–690 (2012).
Lauzon-Guay, J. S., Barbeau, M. A., Watmough, J. & Hamilton, D. J. Model for growth and survival of mussels Mytilus edulis reared in Prince Edward Island. Mar. Ecol. Prog. Ser. 323, 171–183 (2006).
Montalto, V. et al. A mechanistic approach reveals non linear effects of climate warming on mussels throughout the Mediterranean sea. Clim. Change 139, 293–306 (2016).
Steeves, L. E., Filgueira, R., Guyondet, T., Chassé, J. & Comeau, L. Past, present, and future: performance of two bivalve species under changing environmental conditions. Front. Mar. Sci. 5, 14 (2018).
Clark, H. R. & Gobler, C. J. Diurnal fluctuations in CO2 and dissolved oxygen concentrations do not provide a refuge from hypoxia and acidification for early-life-stage bivalves. Mar. Ecol. Prog. Ser. 558, 1–14 (2016).
Leung, J. Y. S., Zhang, S. & Connell, S. D. Is ocean acidification really a threat to marine calcifiers? A systematic review and meta-analysis of 980+ studies spanning two decades. Small 18, e2107407 (2022).
Laing, I. & Spencer, B. E., Bivalve cultivation: criteria for selecting a site www.cefas.co.uk/publications/techrep/techrep136.pdf (2006).
Hobday, A. J. et al. A hierarchical approach to defining marine heatwaves. Prog. Oceanogr. 141, 227–238 (2016).
von Schuckmann, K. et al. (Eds.): 8th edition of the Copernicus Ocean State Report (OSR8), Copernicus Publications, State Planet, 4-osr8, https://doi.org/10.5194/sp-4-osr8 (2024).
Wilson, R. J. et al. Seafloor marine heatwaves outpace surface events in the future on the northwestern European shelf. Ocean Sci. 21, 1255–1270 (2025).
Oliver, E. C. J. et al. Projected marine heatwaves in the 21st Century and the potential for ecological impact. Front. Mar. Sci. 6, 12 (2019).
Smale, D. A. et al. Marine heatwaves threaten global biodiversity and the provision of ecosystem services. Nat. Clim. Change 9, 306–312 (2019).
Oliver, E. C. J. et al. The unprecedented 2015/16 Tasman Sea marine heatwave. Nat. Commun. 8, 16101 (2017).
von Thenen, M., Maar, M., Hansen, H. S., Friedland, R. & Schiele, K. S. Applying a combined geospatial and farm scale model to identify suitable locations for mussel farming. Mar. Pollut. Bull. 156, 111254 (2020).
IPCC, 2023: Sections. In: Climate Change: Synthesis Report. Contribution of Working Groups I, II and III to the Sixth AssessmentReport of the Intergovernmental Panel on Climate Change [Core Writing Team, H. Lee and J. Romero (eds.)]. IPCC, Geneva, Switzerland,pp. 35-115, https://doi.org/10.59327/IPCC/AR6-9789291691647 (2023).
Falconer, L. et al. The importance of calibrating climate change projections to local conditions at aquaculture sites. Aquaculture 514, 734487 (2020).
Benetti, D., Benetti, G., Rivera, J., Sardenberg, B. & O’Hanlon, B. Site selection criteria for open ocean aquaculture. Mar. Technol. Soc. J. 44, 22–35 (2010).
Giomi, F. et al. The importance of thermal history: costs and benefits of heat exposure in a tropical, rocky shore oyster. J. Exp. Biol. 219, 686–694 (2016).
De Luca Peña, L. V., Bas, B., Dewulf, J., van den Burg, S. W. K. & Taelman, S. E. Environmental life cycle assessment of multi-use of marine space: a comparative analysis of offshore wind energy and mussel farming in the Belgian Continental Shelf with terrestrial alternatives. J. Clean. Prod. 470, 143271 (2024).
Belivermis, M. et al. Physiological and gene expression responses of the mussel Mytilus galloprovincialis to low pH and low dissolved oxygen. Mar. Pollut. Bull. 187, 114602 (2023).
Filgueira, R., Guyondet, T., Comeau, L. A. & Tremblay, R. Bivalve aquaculture-environment interactions in the context of climate change. Glob. Chang Biol. 22, 3901–3913 (2016).
Michalek, K., Ventura, A. & Sanders, T. Mytilus hybridisation and impact on aquaculture: a minireview. Mar. Genom. 27, 3–7 (2016).
Byron, C. J. et al. Indicators for ecological carrying capacity of bivalve and seaweed aquaculture. Rev. Aquac. 16, 2010–2022 (2024).
Floeter, J. et al. Pelagic effects of offshore wind farm foundations in the stratified North Sea. Prog. Oceanogr. 156, 154–173 (2017).
Degraer, S. et al. Offshore wind farm artificial reefs affect ecosystem structure and functioning: a synthesis. Oceanography 33, 48–57 (2020).
Vanhellemont, Q. & Ruddick, K. Turbid wakes associated with offshore wind turbines observed with Landsat 8. Remote Sens. Environ. 145, 105–115 (2014).
Lecordier, E. M., Gernez, P., Mazik, K., York, K. & Forster, R. M. Quantification of turbid wakes in offshore wind farms using satellite remote sensing. Sci. Total Environ. 967, 178814 (2025).
Ebeling, A. et al. Investigation of potential metal emissions from galvanic anodes in offshore wind farms into North Sea sediments. Mar. Pollut. Bull. 194, 115396 (2023).
Ndugwa, M., Alter, K., De Witte, B., Bervoets, L. & De Boeck, G. Scope for growth in the blue mussel Mytilus edulis: effect of paint leachates from offshore wind farms in SETAC Europe 34th Annual Meeting. https://www.interregnorthsea.eu/anemoi/conferences#setac-eu-2024 (Seville, 2024).
Zonderman, A. et al. Analyzing the metal body burden of turbine-colonizing mussels from North Sea offshore wind farms. Mar. Pollut. Bull. 218, 118216 (2025).
Watson, G. J., Banfield, G., Watson, S. C. L., Beaumont, N. J. & Hodkin, A. Offshore wind energy: assessing trace element inputs and the risks for co-location of aquaculture. NPJ Ocean Sustain 4, 1 (2025).
Kamermans, P. & Capelle, J. J. in Goods and services of marine bivalves (eds Smaal, A. C., Ferreira, J. G., Grant, J., Petersen, J. K. & Strand, Ø.) 27–49 (Springer, 2019).
GéoLittoral, Le portail de la planification de la mer et du littoral. Portail Aquaculture https://www.geolittoral.developpement-durable.gouv.fr/portail-aquaculture-a1286.html (2024).
EMODnet, EMODnet Human Activities, Energy, Wind Farms https://emodnet.ec.europa.eu/en/human-activities (2024).
Bartelings, H. et al. Combining offshore wind energy and large-scale mussel farming: background & technical, ecological and economic considerations https://edepot.wur.nl/318329 (2014).
Tyberghein, L. et al. Bio-ORACLE: a global environmental dataset for marine species distribution modelling. Glob. Ecol. Biogeogr. 21, 272–281 (2011).
Buck, B. H. et al. Resolving the term “offshore aquaculture” by decoupling “exposed” and “distance from the coast. Front. Aquac. 3, 13 (2024).
Saaty, T. L. How to make a decision: The analytic hierarchy process. Eur. J. Oper. Res. 41, 1073–1076 (1990).
Boroushaki, S. & Malczewski, J. Implementing an extension of the analytical hierarchy process using ordered weighted averaging operators with fuzzy quantifiers in ArcGIS. Comput. Geosci. 34, 399–410 (2008).
Saaty, T. L. How to make a decision: the analytic hierarchy process. Interfaces 24, 19–43 (1994).
Maar, M., Saurel, C., Landes, A., Dolmer, P. & Petersen, J. K. Growth potential of blue mussels (M. edulis) exposed to different salinities evaluated by a Dynamic Energy Budget model. J. Mar. Syst. 148, 48–55 (2015).
R Core Team, R: A language and environment for statistical computing (R Foundation for Statistical Computing, Vienna, Austria, 2024). https://www.R-project.org/.
Kiørboe, T., Mølenberg, F. & Nøhr, O. Feeding, particle selection and carbon absorption in Mytilus edulis in different mixtures of algae and resuspended bottom material. Ophelia 19, 193–205 (1980).
Filgueira, R., Rosland, R. & Grant, J. A comparison of scope for growth (SFG) and dynamic energy budget (DEB) models applied to the blue mussel (Mytilus edulis). J. Sea Res. 66, 403–410 (2011).
Acknowledgements
This work was conducted under the Aura CDT programme, funded by the Engineering and Physical Sciences Research Council (EPSRC), and Natural Environment Research Council (NERC), grant number EP/S023763/1 and project reference 2610351, and the project eSWEETS: Enabling Sustainable Wind Energy Expansion in Seasonable Seas, NERC, grant number NE/X004953/1. This research was sponsored by Offshore Renewable Energy Catapult (OREC). The work was made possible due to the financial assistance of the organisation and the technical expertise offered by Marie Kelly (OREC).
Author information
Authors and Affiliations
Contributions
EML developed the study, collected, processed and analysed the data, and was responsible for the first draft of the manuscript. PG, KM, and RMF were involved in the development of the method, supervised, and validated the results. EC was involved in the development of the method. All authors were involved in the conception of the manuscript. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Competing interests
The authors declare no financial or non-financial competing interests.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Lecordier, E.M., Gernez, P., Mazik, K. et al. Identifying suitable mussel cultivation sites in European offshore waters—an assessment for co-location with the wind industry. npj Ocean Sustain (2026). https://doi.org/10.1038/s44183-026-00187-0
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s44183-026-00187-0


