HOTSPOTS OF NUTRIENT LOSSES TO AIR AND WATER: AN INTEGRATED MODELING APPROACH FOR EUROPEAN RIVER BASINS

Aslıhan URAL-JANSSEN, Carolien KROEZE, Jan Peter LESSCHEN, Erik MEERS, Peter J.T.M. VAN PUIJENBROEK, Maryna STROKAL

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Front. Agr. Sci. Eng. ›› 2023, Vol. 10 ›› Issue (4) : 579-592. DOI: 10.15302/J-FASE-2023526
RESEARCH ARTICLE
RESEARCH ARTICLE

HOTSPOTS OF NUTRIENT LOSSES TO AIR AND WATER: AN INTEGRATED MODELING APPROACH FOR EUROPEAN RIVER BASINS

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Highlights

● A new MARINA-Nutrients model was developed to assess air and water pollution in Europe.

● Agriculture is responsible for 55% of N and sewage for 67% of P in rivers.

● Almost two-fifths of reactive N emissions to air are from animal housing and storage.

● Nearly a third of the basin area produces over half of N emissions to air and nutrients in rivers.

● Over 25% of river export of N ends up in the Atlantic Ocean and P in the Mediterranean Sea.

Abstract

Nutrient pollution of air and water is a persistent problem in Europe. However, the pollution sources are often analyzed separately, preventing the formulation of integrative solutions. This study aimed to quantify the contribution of agriculture to air, river and coastal water pollution by nutrients. A new MARINA-Nutrients model was developed for Europe to calculate inputs of nitrogen (N) and phosphorus (P) to land and rivers, N emissions to air, and nutrient export to seas by river basins. Under current practice, inputs of N and P to land were 34.4 and 1.8 Tg·yr–1, respectively. However, only 12% of N and 3% of P reached the rivers. Agriculture was responsible for 55% of N and sewage for 67% of P in rivers. Reactive N emissions to air from agriculture were calculated at 4.0 Tg·yr–1. Almost two-fifths of N emissions to air were from animal housing and storage. Nearly a third of the basin area was considered as pollution hotspots and generated over half of N emissions to air and nutrient pollution in rivers. Over 25% of river export of N ended up in the Atlantic Ocean and of P in the Mediterranean Sea. These results could support environmental policies to reduce both air and water pollution simultaneously, and avoid pollution swapping.

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Keywords

agriculture / air-water modeling / European rivers / nutrient pollution / sewage systems / source attribution

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Aslıhan URAL-JANSSEN, Carolien KROEZE, Jan Peter LESSCHEN, Erik MEERS, Peter J.T.M. VAN PUIJENBROEK, Maryna STROKAL. HOTSPOTS OF NUTRIENT LOSSES TO AIR AND WATER: AN INTEGRATED MODELING APPROACH FOR EUROPEAN RIVER BASINS. Front. Agr. Sci. Eng., 2023, 10(4): 579‒592 https://doi.org/10.15302/J-FASE-2023526

References

[1]
Sutton M, Reis S. The Nitrogen Cycle and Its Influence on the European Greenhouse Gas Balance. Edinburgh, UK: Centre for Ecology & Hydrology, 2011
[2]
Sutton M A, Howard C M, Erisman J W, Billen G, Bleeker A, Grennfelt P, Grinsven H V, Grizzetti B. The European Nitrogen Assessment: Sources, Effects and Policy Perspectives. Cambridge: Cambridge University Press, 2011
[3]
Statistics Division of the Food and Agriculture Organization of the United Nations (FAOSTAT). FAOSTAT Statistics Database. FAOSTAT, 2022. Available at FAO website on October 31, 2023
[4]
Leip A, Britz W, Weiss F, De Vries W. Farm, land, and soil nitrogen budgets for agriculture in Europe calculated with CAPRI. Environmental Pollution, 2011, 159(11): 3243–3253
CrossRef Google scholar
[5]
Van Dijk K C, Lesschen J P, Oenema O. Phosphorus flows and balances of the European Union Member States. Science of the Total Environment, 2016, 542 (Part B): 1078–1093
[6]
Giannakis E, Kushta J, Bruggeman A, Lelieveld J. Costs and benefits of agricultural ammonia emission abatement options for compliance with European air quality regulations. Environmental Sciences Europe, 2019, 31(1): 93
CrossRef Google scholar
[7]
Westhoek H, Lesschen J P, Leip A, Rood T, Wagner S, De Marco A, Murphy-Bokern D, Pallière C, Howard C M, Oenema O, Sutton M A. Nitrogen on the Table: The Influence of Food Choices on Nitrogen Emissions and the European Environment. In: European Nitrogen Assessment Special Report on Nitrogen and Food. Edinburgh, UK: Centre for Ecology & Hydrology, 2015
[8]
Xu R, Tian H, Pan S, Prior S A, Feng Y, Batchelor W D, Chen J, Yang J. Global ammonia emissions from synthetic nitrogen fertilizer applications in agricultural systems: empirical and process-based estimates and uncertainty. Global Change Biology, 2019, 25(1): 314–326
CrossRef Google scholar
[9]
De Vries W, Schulte-Uebbing L. Required Changes in Nitrogen Inputs and Nitrogen Use Efficiencies to Reconcile Agricultural Productivity with Water and Air Quality Objectives in the EU-27. Colchester: International Fertiliser Society, 2020
[10]
De Vries W, Kros J, Voogd J C, Ros G H. Integrated assessment of agricultural practices on large scale losses of ammonia, greenhouse gases, nutrients and heavy metals to air and water. Science of the Total Environment, 2023, 857(Part 1): 159220
[11]
Wolfram J, Stehle S, Bub S, Petschick L L, Schulz R. Water quality and ecological risks in European surface waters—Monitoring improves while water quality decreases. Environment International, 2021, 152: 106479
CrossRef Google scholar
[12]
Grizzetti B, Vigiak O, Udias A, Aloe A, Zanni M, Bouraoui F, Pistocchi A, Dorati C, Friedland R, De Roo A, Benitez Sanz C, Leip A, Bielza M. How EU policies could reduce nutrient pollution in European inland and coastal waters. Global Environmental Change, 2021, 69: 102281
CrossRef Google scholar
[13]
De Vries W, Leip A, Reinds G J, Kros J, Lesschen J P, Bouwman A F. Comparison of land nitrogen budgets for European agriculture by various modeling approaches. Environmental Pollution, 2011, 159(11): 3254–3268
CrossRef Google scholar
[14]
Velthof G L, Lesschen J P, Webb J, Pietrzak S, Miatkowski Z, Pinto M, Kros J, Oenema O. The impact of the Nitrates Directive on nitrogen emissions from agriculture in the EU-27 during 2000–2008. Science of the Total Environment, 2014, 468−469: 1225−1233
[15]
Beusen A H W, Bouwman A F, Van Beek L P H, Mogollón J M, Middelburg J J. Global riverine N and P transport to ocean increased during the 20th century despite increased retention along the aquatic continuum. Biogeosciences, 2016, 13(8): 2441–2451
CrossRef Google scholar
[16]
Mayorga E, Seitzinger S P, Harrison J A, Dumont E, Beusen A H W, Bouwman A F, Fekete B M, Kroeze C, Van Drecht G. Global Nutrient Export from WaterSheds 2 (NEWS 2): model development and implementation. Environmental Modelling & Software, 2010, 25(7): 837–853
CrossRef Google scholar
[17]
European Commission. Directive (EU) 2016/2284 of the European Parliament and of the Council of 14 December 2016 on the Reduction of National Emissions of Certain Atmospheric Pollutants, Amending Directive 2003/35/EC and Repealing Directive 2001/81/EC. Official Journal of the European Union, 2016
[18]
European Commission. Directive 2000/60/EC of the European Parliament and of the Council of 23rd October 2000 Establishing a Framework for Community Action in the Field of Water Policy. Official Journal of the European Union, 2000
[19]
Strokal M, Kroeze C, Wang M, Bai Z, Ma L. The MARINA model (Model to Assess River Inputs of Nutrients to seAs): Model description and results for China. Science of the Total Environment, 2016, 562: 869–888
CrossRef Google scholar
[20]
Chen X, Strokal M, Van Vliet M T H, Fu X, Wang M, Ma L, Kroeze C. In-stream surface water quality in China: a spatially-explicit modelling approach for nutrients. Journal of Cleaner Production, 2022, 334: 130208
CrossRef Google scholar
[21]
Li A, Strokal M, Bai Z, Kroeze C, Ma L. How to avoid coastal eutrophication—A back-casting study for the North China Plain. Science of the Total Environment, 2019, 692(20): 676–690
CrossRef Google scholar
[22]
Wang M, Janssen A B G, Bazin J, Strokal M, Ma L, Kroeze C. Accounting for interactions between Sustainable Development Goals is essential for water pollution control in China. Nature Communications, 2022, 13(1): 730
CrossRef Google scholar
[23]
Li Y, Wang M, Chen X, Cui S, Hofstra N, Kroeze C, Ma L, Xu W, Zhang Q, Zhang F, Strokal M. Multi-pollutant assessment of river pollution from livestock production worldwide. Water Research, 2022, 209: 117906
CrossRef Google scholar
[24]
Strokal M, Bai Z, Franssen W, Hofstra N, Koelmans A A, Ludwig F, Ma L, Van Puijenbroek P, Spanier J E, Vermeulen L C, Van Vliet M T H, Van Wijnen J, Kroeze C. Urbanization: an increasing source of multiple pollutants to rivers in the 21st century. npj Urban Sustainability, 2021, 1: 24
[25]
Wang M, Kroeze C, Strokal M, Vliet M T H, Ma L. Global Change Can Make Coastal Eutrophication Control in China More Difficult. Earth’s Future, 2020, 8(4): e2019EF001280
[26]
Velthof G L, Oudendag D, Witzke H P, Asman W A H, Klimont Z, Oenema O. Integrated assessment of nitrogen losses from agriculture in EU-27 using MITERRA-EUROPE. Journal of Environmental Quality, 2009, 38(2): 402–417
CrossRef Google scholar
[27]
Oenema O, Witzke H P, Klimont Z, Lesschen J P, Velthof G L. Integrated assessment of promising measures to decrease nitrogen losses from agriculture in EU-27. Agriculture, Ecosystems & Environment, 2009, 133(3–4): 280–288
CrossRef Google scholar
[28]
Eurostat. Statistical regions in the European Union and Partner Countries—NUTS and Statistical Regions 2021, 2020 ed. Luxembourg: Publications Office of the European Union, 2020
[29]
Duan Y-F, Bruun S, Jensen L S, Gerven L V, Hendriks C, Stokkermans L, Groenendijk P, Lesschen J P, Prado J, Fangueiro D. Mapping and characterization of CNP flows and their stoichiometry in main farming systems in Europe. Nutri2Cycle-Nurturing the Circular Economy, 2021
[30]
Beusen A H W, Doelman J C, Van Beek L P H, Van Puijenbroek P J T M, Mogollón J M, Van Grinsven H J M, Stehfest E, Van Vuuren D P, Bouwman A F. Exploring river nitrogen and phosphorus loading and export to global coastal waters in the Shared Socio-economic pathways. Global Environmental Change, 2022, 72: 102426
CrossRef Google scholar
[31]
Messager M L, Lehner B, Grill G, Nedeva I, Schmitt O. Estimating the volume and age of water stored in global lakes using a geo-statistical approach. Nature Communications, 2016, 7(1): 13603
CrossRef Google scholar
[32]
Wang M, Ma L, Strokal M, Ma W, Liu X, Kroeze C. Hotspots for nitrogen and phosphorus losses from food production in China: a county-scale analysis. Environmental Science & Technology, 2018, 52(10): 5782–5791
CrossRef Google scholar
[33]
UN Environment Programme (UNEP). GEMStat Water Quality Data at Station, Country or Catchment Level. UNEP, 2022. Available at GEMStat website on April 4, 2022
[34]
Hesse C, Krysanova V. Modeling climate and management change impacts on water quality and in-stream processes in the Elbe River Basin. Water, 2016, 8(2): 40
CrossRef Google scholar
[35]
Cozzi S, Ibáñez C, Lazar L, Raimbault P, Giani M. Flow regime and nutrient-loading trends from the largest South European watersheds: implications for the productivity of Mediterranean and Black Sea’s coastal areas. Water, 2019, 11(1): 1
CrossRef Google scholar
[36]
Friedland R, Schernewski G, Gräwe U, Greipsland I, Palazzo D, Pastuszak M. Managing eutrophication in the Szczecin (Oder) Lagoon—Development, present state and future perspectives. Frontiers in Marine Science, 2019, 5: 521
CrossRef Google scholar
[37]
Räike A, Brynska W, Ennet P, Frank-Kamenetsky D, Gustafsson B, Haapaniemi J, Koch D, Kokorite I, Larsen S E, Oblomkova N, Plunge S, Sonesten L, Svendsen L M. Input of Nutrients by the Seven Biggest Rivers in the Baltic Sea region. In: Baltic Sea Environment Proceedings No.161. Finland: Helsinki Commission, 2018. Available at HELCOM website on May 5, 2022
[38]
Räike A, Taskinen A, Knuuttila S. Nutrient export from Finnish rivers into the Baltic Sea has not decreased despite water protection measures. Ambio, 2020, 49(2): 460–474
CrossRef Google scholar
[39]
Vybernaite-Lubiene I, Zilius M, Saltyte-Vaisiauske L, Bartoli M. Recent trends (2012–2016) of N, Si, and P export from the Nemunas River watershed: loads, unbalanced stoichiometry, and threats for downstream aquatic ecosystems. Water, 2018, 10(9): 1178
CrossRef Google scholar
[40]
Ylöstalo P, Seppälä J, Kaitala S, Maunula P, Simis S. Loadings of dissolved organic matter and nutrients from the Neva River into the Gulf of Finland—Biogeochemical composition and spatial distribution within the salinity gradient. Marine Chemistry, 2016, 186: 58–71
CrossRef Google scholar
[41]
Beusen A H W, Dekkers A L M, Bouwman A F, Ludwig W, Harrison J. Estimation of global river transport of sediments and associated particulate C, N, and P. Global Biogeochemical Cycles, 2005, 19(4): 2005GB002453
CrossRef Google scholar
[42]
Beusen A H W, Van Beek L P H, Bouwman A F, Mogollón J M, Middelburg J J. Coupling global models for hydrology and nutrient loading to simulate nitrogen and phosphorus retention in surface water—Description of IMAGE–GNM and analysis of performance. Geoscientific Model Development, 2015, 8(12): 4045–4067
CrossRef Google scholar
[43]
Strokal M, Kroeze C. Nitrous oxide (N2O) emissions from human waste in 1970–2050. Current Opinion in Environmental Sustainability, 2014, 9−10: 108−121
[44]
Seitzinger S P, Kroeze C. Global distribution of nitrous oxide production and N inputs in freshwater and coastal marine ecosystems. Global Biogeochemical Cycles, 1998, 12(1): 93–113
CrossRef Google scholar
[45]
Seitzinger S P, Kroeze C, Renee V S. Global distribution of N2O emissions from aquatic systems: natural emissions and anthropogenic effects. Chemosphere. Global Change Science, 2000, 2(3–4): 267–279
CrossRef Google scholar
[46]
Moriasi D N, Arnold J G, Liew M W V, Bingner R L, Harmel R D, Veith T L. Model evaluation guidelines for systematic quantification of accuracy in watershed simulations. Transactions of the ASABE, 2007, 50(3): 885–900
CrossRef Google scholar
[47]
Moriasi D N, Gitau M W, Pai N, Daggupati P. Hydrologic and water quality models: performance measures and evaluation criteria. American Society of Agricultural and Biological Engineers, 2015, 58(6): 1763–1785
[48]
De Vries W, Schulte-Uebbing L, Kros H, Voogd J C, Louwagie G. Spatially explicit boundaries for agricultural nitrogen inputs in the European Union to meet air and water quality targets. Science of the Total Environment, 2021, 786: 147283
CrossRef Google scholar
[49]
Kros J, Heuvelink G B M, Reinds G J, Lesschen J P, Ioannidi V, De Vries W. Uncertainties in model predictions of nitrogen fluxes from agro-ecosystems in Europe. Biogeosciences, 2012, 9(11): 4573–4588
CrossRef Google scholar
[50]
Bouwman A F, Kram T, Goldewijk K K. Integrated modelling of global environmental change: an overview of IMAGE 2.4. Bilthoven, the Netherlands: Netherlands Environmental Assessment Agency (MNP), 2006
[51]
De Vries W, Lesschen J P, Oudendag D A, Kros J, Voogd J C, Stehfest E, Bouwman A F. Impacts of model structure and data aggregation on European wide predictions of nitrogen and greenhouse gas fluxes in response to changes in livestock, land cover, and land management. Journal of Integrative Environmental Sciences, 2010, 7(suppl): 145–157
[52]
Grizzetti B, Bouraoui F, Aloe A. Changes of nitrogen and phosphorus loads to European seas. Global Change Biology, 2012, 18(2): 769–782
CrossRef Google scholar

Supplementary materials

The online version of this article at https://doi.org/10.15302/J-FASE-2023526 contains supplementary materials (Texts 1–2; Fig. S1; Tables S1–S13). In addition, the main model results supporting Fig.2–Fig.6 generated in this study have been deposited in the DANS Easy Repository under the Digital Object Identifier: 10.17026/dans-zg6-7wz4.

Acknowledgements

This study has been developed within the framework of the European Union Horizon 2020 Research and Innovation Programme under Marie Sklodowska-Curie Grant Agreement No. 860127 (FertiCycle project). The authors acknowledge funding from the Nutri2Cycle project from the European Union Horizon 2020 Framework Programme for Research and Innovation under Grant Agreement No. 773682. In particular, the authors would like to thank Mengru Wang for providing data on the MARINA-Nutrients (Global, version 1.0 with MAgPIE data) model results for the year 2010. The authors would also like to thank the anonymous reviewers for their comments and suggestions on how to improve this paper.

Compliance with ethics guidelines

Aslıhan Ural-Janssen, Carolien Kroeze, Jan Peter Lesschen, Erik Meers, Peter J.T.M. van Puijenbroek, and Maryna Strokal declare that they have no conflicts of interest or financial conflicts to disclose. This article does not contain any studies with human or animal subjects performed by any of the authors.

RIGHTS & PERMISSIONS

The Author(s) 2023. Published by Higher Education Press. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0)
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