van Leeuwen et al.
Maritime and Fisheries Fund. Deltares and IFREMER were partly
supported by the Jerico-S3 project, funded by the European Union’s
Horizon 2020 research and innovation programme under grant
agreement No 871153. RBINS received financial support from
BELSPO through the project ReCAP, which is part of the Belgian
research program FED-tWIN.
Acknowledgments
We like to thank Thomas Neumann (IOW) and Stiig Markager
‚Aarhus University) for their contribution to derive pre-eutrophic
Joundary condition for the Baltic Sea outflow. A very special thanks
:©o Hjalte Parmer for providing the ICES data that are used within
ıhe COMPEAT tool. We thank the members of ICG-Eut and TG-
COMP for the fruitful discussions, as well as OSPAR for
commissioning this work. Part of the maps in this manuscript
were made using the free package M_Map: Pawlowicz, R., 2020.
“M_Map: A mapping package for MATLAB”, version 1.4m,
[Computer software], available online at www.eoas.ubc.ca/-rich/
map.html. Computing facilities for Deltares were provided by the
DECI resource Cartesius based in The Netherlands at SURFsara
with support from PRACE. The support of Maxime Moge from
SURFsara, The Netherlands is gratefully acknowledged. UK riverine
data was processed from raw data provided by the Environment
Agency, the Scottish Environment Protection Agency, the Rivers
Agency (Northern Ireland) and the National River Flow Archive.
French water quality data was provided by Agence de l’eau Loire-
Bretagne, Agence de l’eau Seine-Normandie and IFREMER, while
low data was provided by Banque Hydro. German and Dutch
riverine data was provided by the University of Hamburg (Johannes
Paetsch, Hermann Lenhart), with some additional German river
data supplied by IOW (Ulf Graewe). Irish flow data was provided by
Hydrodata and the Environment Protection Agency (Hydronet),
while water quality data was obtained from OSPAR RID reports.
Norwegian flow data was supplied by NVE’s Anne Fleig (afl@
10.3389/fmars.2023.1129951
nve.no), water quality data was obtained from NIVA (www.niva.no)
and Tore Hegäsen (tore.hogaasen@niva.no). Danish water quality
data was provided by the National Environmental Research
Institute (NERI). Water quality data for Baltic rivers was
provided by the University of Stockholm and the Baltic Nest
(www.balticnest.org/bed). Spanish data was provided by Dr. Luz
Garcia (while at Cefas, UK). Portuguese data was obtained from Dr.
Amelia Araujo (Cefas, UK). Dr. S. M. van Leeuwen, NIOZ,
Lansdiep 4, ‘t Horntje, Texel, the Netherlands, pers. comm.
Conflict of interest
The authors declare that the research was conducted in the
absence of any commercial or financial relationships that could be
construed as a potential conflict of interest.
The reviewer JB declared a shared affıliation Helmholtz Centre
for Materials and Coastal Research with the author CS to the
handling editor.
7ublisher’s note
All claims expressed in this article are solely those of the authors
and do not necessarily represent those of their affiliated
organizations, or those of the publisher, the editors and the
teviewers. Any product that may be evaluated in this article, or
claim that may be made by its manufacturer, is not guaranteed or
endorsed by the publisher.
Supplementary maz:eria!
The Supplementary Material for this article can be found online
at: https://www.frontiersin.org/articles/10.3389/fmars.2023.1129951/
‚ull#supplementary-material
Referenc2s
Almroth, E., and Skogen, M. D. (2010). A north Sea and Baltic Sea model ensemble
autrophication assessment. Ambio 39 (1), 59-69. doi: 10.1007/s13280-009-0006-7
Arabi, B., Salama, M. S., Pitarch, J., and Verhoef, W. (2020). Integration of in-situ
and multi-sensor satellite observations for long-term water quality monitoring in
coastal areas. Remote Sens. Environ. 239, 111632. doi: 10.1016/j.rse.2020.111637
Berdalet, E., Fleming, L. E., Gowen, R., Davidson, K., Hess, P., Backer, L. C., et al.
(2016). Marine harmful algal blooms, human health and wellbeing: challenges and
opportunities in the 21st century. Mar. Biol. Assoc. 96 (1), 61-91.
Billen, G., and Garnier, J. (1997). The phison river plume: coastal eutrophication in
response to changes in land use and water management in the watershed. Aquat.
nicrobial Ecol. (Cambridge, UK: Cambridge University Press) 13 (1), 3-17. doi:
10.3354/ame013003
Billen, G., Garnier, J., Deligne, C., and Billen, C. (1999). Estimates of early-industrial
inputs of nutrients to river systems: implication for coastal eutrophication. Sci. Total
Anviron. 243, 43-52.
Billen, G., Silvestre, M., Grizzetti, B., Leip, A., Garnier, J., Voss, M., et al. (2011).
“Nitrogen flows from European watersheds to coastal marine waters,” in The European
nitrogen assessment: sources, effects, and policy perspectives. Ed. M. A. Sutton
(Cambridge, UK: Cambridge University Press), 271-297. Available at: https://
"rontiers in Marine 1cience
:entaur.reading.ac.uk/28381/1/Chapter%2013%20EN A%20Billen%20et%20a1%
202011.pdf.
Brockmann, U., and Topcu, D. H. (2002). Nutrient atlas of the central and northern
North Sea.
Burkholder, J. M., Tomasko, D. A., and Touchette, B. W. (2007). Seagrasses and
utrophication. /. Exp. Mar. Biol. Ecol. 350 (1-2), 46-72.
Ciavatta, 5., Brewin, R. J. W., Skakala, J., Polimene, L., de Mora, L., Artioli, Y., et al.
2018). Assimilation of ocean-color plankton functional types to improve marine
2cosystem simulations. j. Geophys. Res. C Oceans 123 (2), 834-854. doi: 10.1002/
20177C013490
Claussen, U., Zevenboom, W., Brockmann, U., Topcu, D., and Bot, P. (2009).
"Assessment of the eutrophication status of transitional, coastal and marine waters
within OSPAR,” in Eutrophication in coastal ecosystems (Dordrecht: Springer), 49-58.
Cloern, J. E. (2001). Our evolving conceptual model of the coastal eutrophication
»roblem. Mar. Ecol. Prog. Ser. 210, 223-253. doi: 10.3354/meps210223
Conley, D. J., Paerl, H. W., Howarth, R. W., Boesch, D. F., Seitzinger, S. P., Havens,
K. E., et al. (2009). Controlling eutrophication: nitrogen and phosphorus. Science 323
‚5917), 1014-1015. Available at: https://citeseerx.ist.psu.edu/document?repid=
'ep1&type=pdf&doi=89c56da0503c6d284fee938932e1c20112e6197e.
frontiersin.org