Global inland-water nitrogen cycling has accelerated in the anthropocene

Global inland-water nitrogen cycling has accelerated in the anthropocene

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ABSTRACT Inland waters are an important component of the global nitrogen (N) cycle, functioning not only as land-to-sea transporters but also as active biogeochemical reactors. However, the


latter role is not well understood regarding mechanisms, quantities or on a global scale. It remains unclear whether, when, how and why global inland-water biogeochemical N cycling has


changed. Here we analyse the dynamic global inland-water N cycling processes in the Anthropocene by quantifying the long-term changes in different N forms, including their inputs to inland


waters, transformation pathways, retention within inland waters, and river export to oceans. Using a spatially explicit, mechanistic, coupled hydrology and biogeochemistry model, we show


that, during 1900–2010, the increase in total nitrogen (TN) river loading (from 27 to 68 Tg yr−1) resulted in an increase in TN export to oceans (from 20 to 42 Tg yr−1), despite an increase


in inland-water retention (from 25% to 39%) primarily due to gaseous loss and burial. Moreover, the relative contributions of ammonium (NH4+), nitrate/nitrite (NO_x_−) and organic nitrogen


(ON) changed because of threefold increases in global inland-water mineralization (transforming ON to NH4+) and N burial in sediments, a fourfold increase in nitrification (transforming NH4+


to NO_x_−) and a sixfold increase in denitrification (transforming NO_x_− to mainly N2). Access through your institution Buy or subscribe This is a preview of subscription content, access


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WARMING ON SEDIMENT DENITRIFICATION AND ASSOCIATED NITROUS OXIDE PRODUCTION Article Open access 10 April 2024 THE LAND-TO-OCEAN LOOPS OF THE GLOBAL CARBON CYCLE Article 16 March 2022


FLUVIAL ORGANIC CARBON CYCLING REGULATED BY SEDIMENT TRANSIT TIME AND MINERAL PROTECTION Article Open access 28 October 2021 DATA AVAILABILITY Source data are archived on figshare at


https://doi.org/10.6084/m9.figshare.24975111 (ref. 105). CODE AVAILABILITY The code of IMAGE–DGNM framework was written in open-source Python (v.3.x) and was previously published; set-up of


N cycling module is available at figshare archive alongside the paper. Descriptions of the code mechanics were given in previous publications (as mentioned in the manuscript). REFERENCES *


Seitzinger, S. P. Denitrification in freshwater and coastal marine ecosystems: ecological and geochemical significance. _Limnol. Oceanogr._ 33, 702–724 (1988). CAS  Google Scholar  *


Wollheim, W. et al. Global N removal by freshwater aquatic systems using a spatially distributed, within-basin approach. _Global Biogeochem. Cycles_ https://doi.org/10.1029/2007GB002963


(2008). * Bouwman, A. F. et al. Nutrient dynamics, transfer and retention along the aquatic continuum from land to ocean: towards integration of ecological and biogeochemical models.


_Biogeosciences_ 10, 1–22 (2013). Google Scholar  * Galloway, J. N. et al. Nitrogen cycles: past, present, and future. _Biogeochemistry_ 70, 153–226 (2004). CAS  Google Scholar  *


Seitzinger, S. P. et al. Global patterns of dissolved inorganic and particulate nitrogen inputs to coastal systems: recent conditions and future projections. _Estuaries_ 25, 640–655 (2002).


CAS  Google Scholar  * 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_ 13, 2441–2451 (2016). CAS  Google Scholar  * Seitzinger, S. P. et al. Global river nutrient export: a


scenario analysis of past and future trends. _Global Biogeochem. Cycles_ https://doi.org/10.1029/2009gb003587 (2010). * Lehner, B. et al. High-resolution mapping of the world’s reservoirs


and dams for sustainable river-flow management. _Front. Ecol. Environ._ 9, 494–502 (2011). Google Scholar  * Vörösmarty, C. J. et al. The storage and aging of continental runoff in large


reservoir systems of the world. _Ambio_ 26, 210–219 (1997). Google Scholar  * Maavara, T. et al. River dam impacts on biogeochemical cycling. _Nat. Rev. Earth Environ._ 1, 103–116 (2020).


Google Scholar  * Akbarzadeh, Z., Maavara, T., Slowinski, S. & Van Cappellen, P. Effects of damming on river nitrogen fluxes: a global analysis. _Global Biogeochem. Cycles_ 33, 1339–1357


(2019). CAS  Google Scholar  * Billen, G., Lancelot, C. & Meybeck, M. in _Ocean Margin Processes in Global Change_ (eds Mantoura, R. F. C. et al.) 19–44 (Wiley, 1991). * Söderlund, R.


& Svensson, B. H. in _Nitrogen, Phosphorous and Sulphur_—_Global Cycles. SCOPE_ Vol. 7 (eds Svensson, B. H. & Soderlund, R.) 23–73 (Wiley, 1976). * van Bennekom, A. J. &


Salomons, W. in _River Input to the Ocean System_ (eds Martin, J. M. et al.) 33–51 (UNESCO–UNEP, 1981). * Meybeck, M. Carbon, nitrogen, and phosphorus transport by world rivers. _Am. J.


Sci._ 282, 401–450 (1982). CAS  Google Scholar  * Meybeck, M. in _Interactions of C, N, P and S Biogeochemical Cycles and Global Change_ (eds Wollast, R. et al.) 163–193 (Springer, 1993). *


Turner, R. E., Rabalais, N. N., Justic, D. & Dortch, Q. Global patterns of dissolved N, P and Si in large rivers. _Biogeochemistry_ 64, 297–317 (2003). CAS  Google Scholar  * Ittekkot,


V. & Zhang, S. Pattern of particulate nitrogen transport in world rivers. _Global Biogeochem. Cycles_ 3, 383–391 (1989). CAS  Google Scholar  * Delwiche, C. C. & Likens, G. E. in


_Global Chemical Cycles and their Alterations by Man_ (ed. Stumm, E.) 73–88 (Dahlem Konferenzen, 1977). * Galloway, J. N., Schlesinger, W. H., Levy, H. III, Michaels, A. & Schnoor, J. L.


Nitrogen fixation: anthropogenic enhancement-environmental response. _Global Biogeochem. Cycles_ 9, 235–252 (1995). CAS  Google Scholar  * Mackenzie, F. T., Ver, L. M. & Lerman, A.


Century-scale nitrogen and phosphorous controls of the carbon cycle. _Chem. Geol._ 190, 13–32 (2002). CAS  Google Scholar  * Ver, L. M. B., Mackenzie, F. T. & Lerman, A. Biogeochemical


responses of the carbon cycle to natural and human perturbations; past, present, and future. _Am. J. Sci._ 299, 762–801 (1999). CAS  Google Scholar  * Ayres, R. U. Integrated assessment of


the grand nutrient cycles. _Environ. Model. Assess._ 2, 107–128 (1997). Google Scholar  * Seitzinger, S. P. & Kroeze, C. Global distribution of nitrous oxide production and N inputs in


freshwater and coastal marine ecosystems. _Global Biogeochem. Cycles_ 12, 93–113 (1998). CAS  Google Scholar  * Seitzinger, S. P., Harrison, J. A., Dumont, E., Beusen, A. H. W. &


Bouwman, A. F. Sources and delivery of carbon, nitrogen, and phosphorus to the coastal zone: an overview of global nutrient export from watersheds (NEWS) models and their application.


_Global Biogeochem. Cycles_ 19, GB4S01 (2005). Google Scholar  * Dumont, E., Harrison, J. A., Kroeze, C., Bakker, E. J. & Seitzinger, S. P. Global distribution and sources of dissolved


inorganic nitrogen export to the coastal zone: results from a spatially explicit, global model. _Global Biogeochem. Cycles_ 19, GB4S02 (2005). Google Scholar  * Mayorga, E. et al. Global


nutrient export from watersheds 2 (NEWS 2): model development and implementation. _Environ. Model. Softw._ 25, 837–853 (2010). Google Scholar  * Green, P. et al. Pre-industrial and


contemporary fluxes of nitrogen through rivers: a global assessment based on typology. _Biogeochemistry_ 68, 71–105 (2004). CAS  Google Scholar  * Caraco, N. F. & Cole, J. J. Human


impact on nitrate export: an analysis using major world rivers. _Ambio_ 28, 167–170 (1999). Google Scholar  * Boyer, E. W. et al. Riverine nitrogen export from the continents to the coasts.


_Global Biogeochem. Cycles_ 20, GB1S91 (2006). Google Scholar  * Mekonnen, M. M. & Hoekstra, A. Y. Global gray water footprint and water pollution levels related to anthropogenic


nitrogen loads to fresh water. _Environ. Sci. Technol._ 49, 12860–12868 (2015). CAS  PubMed  Google Scholar  * Smith, S. V. et al. Humans, hydrology, and the distribution of inorganic


nutrient loading to the ocean. _Bioscience_ 53, 235–245 (2003). Google Scholar  * 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 Biogeochem. Cycles_ https://doi.org/10.1029/2005GB002453 (2005). * Marzadri, A. et al. Global riverine nitrous


oxide emissions: the role of small streams and large rivers. _Sci. Total Environ._ 776, 145148 (2021). CAS  PubMed  Google Scholar  * Sheikholeslami, R. & Hall, J. W. Global patterns and


key drivers of stream nitrogen concentration: a machine learning approach. _Sci. Total Environ._ 868, 161623 (2023). CAS  PubMed  PubMed Central  Google Scholar  * Filoso, S., Vallino, J.,


Hopkinson, C., Rastetter, E. & Claessens, L. Modeling nitrogen transport in the Ipswich River basin, Massachusetts, using a hydrological simulation program in fORTRAN (HSPF). _JAWRA_ 40,


1365–1384 (2004). CAS  Google Scholar  * Garnier, J., Billen, G. & Cébron, A. Modelling nitrogen transformations in the lower Seine River and estuary (France): impact of wastewater


release on oxygenation and N2O emission. _Hydrobiologia_ 588, 291–302 (2007). CAS  Google Scholar  * Liu, S. et al. Effects of anthropogenic nitrogen discharge on dissolved inorganic


nitrogen transport in global rivers. _Glob. Change Biol._ 25, 1493–1513 (2019). Google Scholar  * Gallo, E. L., Meixner, T., Aoubid, H., Lohse, K. A. & Brooks, P. D. Combined impact of


catchment size, land cover, and precipitation on streamflow and total dissolved nitrogen: a global comparative analysis. _Global Biogeochem. Cycles_ 29, 1109–1121 (2015). CAS  Google Scholar


  * Pan, S. et al. Impacts of multiple environmental changes on long-term nitrogen loading from the Chesapeake Bay watershed. _J. Geophys. Res. Biogeosci._ 126, e2020JG005826 (2021). CAS 


Google Scholar  * Lu, C. et al. Increased extreme precipitation challenges nitrogen load management to the Gulf of Mexico. _Commun. Earth Environ._ 1, 21 (2020). Google Scholar  * Billen,


G., Garnier, J. & Hanset, P. Modelling phytoplankton development in whole drainage networks: the RIVERSTRAHLER model applied to the Seine River system. _Hydrobiologia_ 289, 119–137


(1994). Google Scholar  * Lotta, A., Jörgen, R., Pers, B. C., Jonas, O. & Berit, A. Estimating catchment nutrient flow with the HBV–NP model: sensitivity to input data. _Ambio_ 34,


521–532 (2005). Google Scholar  * Maavara, T. et al. Nitrous oxide emissions from inland waters: are IPCC estimates too high? _Glob. Change Biol._ 25, 473–488 (2019). Google Scholar  *


Seitzinger, S. P. et al. Denitrification across landscapes and waterscapes: a synthesis. _Ecol. Appl._ 16, 2064–2090 (2006). CAS  PubMed  Google Scholar  * Wang, J. et al. The dominant role


of the water column in nitrogen removal and N2O emissions in large rivers. _Geophys. Res. Lett._ 49, e2022GL098955 (2022). CAS  Google Scholar  * Vilmin, L., Mogollón, J. M., Beusen, A. H.


W. & Bouwman, A. F. Forms and subannual variability of nitrogen and phosphorus loading to global river networks over the 20th century. _Glob. Planet. Change_ 163, 67–85 (2018). Google


Scholar  * Vilmin, L. et al. Modeling process‐based biogeochemical dynamics in surface fresh waters of large watersheds with the IMAGE–DGNM framework. _J. Adv. Model. Earth Syst._ 12,


e2019MS001796 (2020). Google Scholar  * van Hoek, W. J. et al. Exploring spatially explicit changes in carbon budgets of global river basins during the 20th century. _Environ. Sci. Technol._


55, 16757–16769 (2021). PubMed  PubMed Central  Google Scholar  * Liu, X. et al. Exploring long-term changes in silicon biogeochemistry along the river continuum of the Rhine and Yangtze


(Changjiang). _Environ. Sci. Technol._ 54, 11940–11950 (2020). CAS  PubMed  PubMed Central  Google Scholar  * Wang, J. et al. Inland waters increasingly produce and emit nitrous oxide.


_Environ. Sci. Technol._ 57, 13506–13519 (2023). CAS  PubMed  PubMed Central  Google Scholar  * Stehfest, E., Van Vuuren, D. P., Kram, T. & Bouwman, A. F. _Integrated Assessment of


Global Environmental Change with IMAGE 3.0. Model Description and Policy Applications_ (PBL Netherlands Environmental Assessment Agency, 2014). * Van Beek, L. P. H., Wada, Y. & Bierkens,


M. F. P. Global monthly water stress: 1. Water balance and water availability. _Water Resour. Res_. https://doi.org/10.1029/2010wr009791 (2011). * Van Drecht, G., Bouwman, A. F., Knoop, J.


M., Beusen, A. H. W. & Meinardi, C. R. Global modeling of the fate of nitrogen from point and nonpoint sources in soils, groundwater and surface water. _Global Biogeochem. Cycles_ 17,


1115 (2003). Google Scholar  * Bouwman, A. F., Van Drecht, G., Knoop, J. M., Beusen, A. H. W. & Meinardi, C. R. Exploring changes in river nitrogen export the the world’s oceans. _Global


Biogeochem. Cycles_ 19, GB1002 (2005). Google Scholar  * Billen, G., Garnier, J. & Lassaletta, L. The nitrogen cascade from agricultural soils to the sea: modelling nitrogen transfers


at regional watershed and global scales. _Philos. Trans. R. Soc. B_ 368, 20130123 (2013). Google Scholar  * Beusen, A. H. W. et al. Exploring river nitrogen and phosphorus loading and export


to global coastal waters in the Shared Socio-economic pathways. _Glob. Environ. Change_ 72, 102426 (2022). Google Scholar  * Van Drecht, G., Bouwman, A. F., Knoop, J. M., Meinardi, C. &


Beusen, A. Global pollution of surface waters from point and nonpoint sources of nitrogen. _Sci. World J._ 1, 632–641 (2001). Google Scholar  * Fowler, D. et al. The global nitrogen cycle


in the twenty-first century. _Philos. Trans. R Soc. Lond. B Biol. Sci._ 368, 20130164 (2013). PubMed  PubMed Central  Google Scholar  * Berner, E. K. & Berner, R. A. in _Global


Environment: Water, Air, and Geochemical Cycles_ Ch. 5 (Prentice Hall, 1996). * 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. _Geosci. Model Dev._ 8,


4045–4067 (2015). CAS  Google Scholar  * Regnier, P. et al. Anthropogenic perturbation of the carbon fluxes from land to ocean. _Nat. Geosci._ 6, 597–607 (2013). CAS  Google Scholar  *


Anderson, N. J., Heathcote, A. J., Engstrom, D. R. & Globocarb Data Contributors. Anthropogenic alteration of nutrient supply increases the global freshwater carbon sink. _Sci. Adv._ 6,


eaaw2145 (2020). * Liu, Z., Yan, H. & Zeng, S. Increasing autochthonous production in inland waters as a contributor to the missing carbon sink. _Front. Earth Sci._ 9, 620513 (2021).


Google Scholar  * Jia, J. et al. Inland water metabolic carbon processes and associated biological mechanisms that drive carbon source–sink instability. _Innov. Geosci._ 1, 100035 (2023).


Google Scholar  * Hou, X. et al. Global mapping reveals increase in lacustrine algal blooms over the past decade. _Nat. Geosci._ 15, 130–134 (2022). CAS  Google Scholar  * Song, K. et al.


Climatic versus anthropogenic controls of decadal trends (1983–2017) in algal blooms in lakes and reservoirs across China. _Environ. Sci. Technol._ 55, 2929–2938 (2021). CAS  PubMed  Google


Scholar  * Maavara, T., Lauerwald, R., Regnier, P. & Van Cappellen, P. Global perturbation of organic carbon cycling by river damming. _Nat. Commun._ 8, 15347 (2017). CAS  PubMed  PubMed


Central  Google Scholar  * Mulholland, P. J. & Elwood, J. W. The role of lake and reservoir sediments as sinks in the perturbed global carbon cycle. _Tellus_ 34, 490–499 (1982). CAS 


Google Scholar  * Mendonça, R. et al. Hydroelectric carbon sequestration. _Nat. Geosci._ 5, 838–840 (2012). Google Scholar  * Wang, H. et al. Damming alters the particulate organic carbon


sources, burial, export and estuarine biogeochemistry of rivers. _J. Hydrol._ 607, 127525 (2022). CAS  Google Scholar  * Wang, J. et al. Accelerated nitrogen cycle in global river basins in


the Anthropocene. In _AGU Fall Meeting_ (eds Dente, E. & Tseng, H.) (American Geophysical Union, 2022). * Larsen, V. Nitrogen transformation in lakes. In _Proc. Conference on Nitrogen as


a Water Pollutant_ Vol. 8 (ed Jenkins, S. H.) 419–431 (Pergamon Press, 1977). * Middelburg, J. J., Soetaert, K. & Herman, P. M. J. Evaluation of the nitrogen isotope-pairing method for


measuring benthic denitrification: a simulation analysis. _Limnol. Oceanogr._ 41, 1839–1844 (1996). CAS  Google Scholar  * Howarth, R. et al. Regional nitrogen budgets and riverine N and P


fluxes for the drainages to the North Atlantic Ocean: natural and human influences. _Biogeochemistry_ 35, 75–139 (1996). CAS  Google Scholar  * Billen, G. & Garnier, J. Nitrogen


transfers through the Seine drainage network: a budget based on the application of the ‘Riverstrahler’ model. _Hydrobiologia_ 410, 139–150 (2000). Google Scholar  * Christensen, P. B.,


Nielsen, L. P., Sorensen, J. & Revsbech, N. P. Denitrification in nitrate-rich streams: diurnal and seasonal variation ralated to benthic oxygen metabolism. _Limnol. Oceanogr._ 35,


640–651 (1990). CAS  Google Scholar  * Smith, L. K., Voytek, M. A., Böhlke, J. K. & Harvey, J. W. Denitrification in nitrate-rich streams: application of N2:Ar and 15N-tracer methods in


intact cores. _Ecol. Appl._ 16, 2191–2207 (2006). PubMed  Google Scholar  * Mengis, M., Gächter, R., Wehrli, B. & Bernasconi, S. Nitrogen elimination in two deep eutrophic lakes.


_Limnol. Oceanogr._ 42, 1530–1543 (1997). CAS  Google Scholar  * Grant, S. B., Azizian, M., Cook, P., Boano, F. & Rippy, M. A. Factoring stream turbulence into global assessments of


nitrogen pollution. _Science_ 359, 1266–1269 (2018). CAS  PubMed  Google Scholar  * Clarke, S. J. Vegetation growth in rivers: influences upon sediment and nutrient dynamics. _Prog. Phys.


Geo. Earth Environ._ 26, 159–172 (2002). Google Scholar  * Saunders, D. L. & Kalff, J. Nitrogen retention in wetlands, lakes and rivers. _Hydrobiologia_ 443, 205–212 (2001). CAS  Google


Scholar  * Vilmin, L., Bouwman, A. F., Beusen, A. H. W., van Hoek, W. J. & Mogollón, J. M. Past anthropogenic activities offset dissolved inorganic phosphorus retention in the


Mississippi River basin. _Biogeochemistry_ 161, 157–169 (2022). CAS  Google Scholar  * Sutanudjaja, E. H. et al. PCR-GLOBWB 2: a 5 arcmin global hydrological and water resources model.


_Geosci. Model Dev._ 11, 2429–2453 (2018). Google Scholar  * Water quality samples for the nation. _United States Geological Survey_ http://waterdata.usgs.gov/nwis/qwdata (2022). *


Historische waterkwantiteit‐en waterkwaliteitsgegevens. _Rijkswaterstaat_ https://www.rijkswaterstaat.nl/water/waterdata-en-waterberichtgeving/waterdata (2022). * _China River Sediment


Bulletin 2002_ (Ministry of Water Resources of the People’s Republic of China, 2003). * _Hydrological Yearbook, National Water and Rainfall Information (in Chinese)_ (Ministry of Water


Resources of the People’s Republic of China, 2015). * Hartmann, J., Lauerwald, R. & Moosdorf, N. GLORICH—global river chemistry database [dataset]. _PANGAEA_


https://doi.org/10.1594/PANGAEA.902360 (2019). * Lauerwald, R. et al. Natural lakes are a minor global source of N2O to the atmosphere. _Global Biogeochem. Cycles_ 33, 1564–1581 (2019). CAS


  Google Scholar  * Lee, M., Stock, C. A., Dunne, J. P. & Shevliakova, E. Linking global terrestrial and ocean biogeochemistry with process-based, coupled freshwater algae-nutrient-solid


dynamics in LM3-FANSY v1.0. _Geosci. Model Dev. Discuss._ 2023, 5191–5224 (2024). Google Scholar  * Harrison, J. A. et al. The regional and global significance of nitrogen removal in lakes


and reservoirs. _Biogeochemistry_ 93, 143–157 (2009). CAS  Google Scholar  * Saltelli, A., Tarantola, S., Campolongo, F. & Ratto, M. _Sensitivity Analysis in Practice. A Guide To


Assessing Scientific Models_ (Wiley, 2004). * McCrackin, M. L., Harrison, J. A. & Compton, J. E. Factors influencing export of dissolved inorganic nitrogen by major rivers: a new,


seasonal, spatially explicit, global model. _Global Biogeochem. Cycles_ 28, 269–285 (2014). CAS  Google Scholar  * Huang, Y., Tokuda, D., Zhou, X. & Oki, T. Global integrated modeling


framework of riverine dissolved inorganic nitrogen with seasonal variation. _Hydrol. Res. Lett._ 15, 50–57 (2021). Google Scholar  * Chen, X. et al. Seasonality in river export of nitrogen:


a modelling approach for the Yangtze River. _Sci. Total Environ._ 671, 1282–1292 (2019). CAS  Google Scholar  * Neville, J. A., Emanuel, R. E., Nichols, E. G. & Vose, J. Extreme flooding


and nitrogen dynamics of a Blackwater River. _Water Resour. Res._ 57, e2020WR029106 (2021). CAS  Google Scholar  * Lake, S., Bond, N. & Reich, P. Floods down rivers: from damaging to


replenishing forces. _Adv. Ecol. Res._ 39, 41–62 (2006). Google Scholar  * Romero, E. et al. Large-scale patterns of river inputs in southwestern Europe: seasonal and interannual variations


and potential eutrophication effects at the coastal zone. _Biogeochemistry_ 113, 481–505 (2013). Google Scholar  * Li, H., Tang, H., Shi, X., Zhang, C. & Wang, X. Increased nutrient


loads from the Changjiang (Yangtze) River have led to increased harmful algal blooms. _Harmful Algae_ 39, 92–101 (2014). Google Scholar  * Su, Y. et al. Identifying key drivers of harmful


algal blooms in a tributary of the Three Gorges Reservoir between different seasons: causality based on data-driven methods. _Environ. Pollut._ 297, 118759 (2022). CAS  PubMed  Google


Scholar  * Zhang, H., Fennel, K., Laurent, A. & Bian, C. A numerical model study of the main factors contributing to hypoxia and its interannual and short-term variability in the East


China Sea. _Biogeosciences_ 17, 5745–5761 (2020). Google Scholar  * Jiang, X. et al. Denitrification and dissimilatory nitrate reduction to ammonium in freshwater lakes of the Eastern Plain,


China: influences of organic carbon and algal bloom. _Sci. Total Environ._ 710, 136303 (2020). CAS  PubMed  Google Scholar  * Burgin, A. J. & Hamilton, S. K. Have we overemphasized the


role of denitrification in aquatic ecosystems? A review of nitrate removal pathways. _Front. Ecol. Environ._ 5, 89–96 (2007). Google Scholar  * Wang, J. et al. Data of “Global inland-water


nitrogen cycling has accelerated in the Anthropocene” in _Nature Water_. _figshare_ https://doi.org/10.6084/m9.figshare.24975111 (2024). Download references ACKNOWLEDGEMENTS This work was


supported by the Dutch Ministry of Education, Culture and Science through the Netherlands Earth System Science Center (J.W. and J.J.M.), the Earth and life sciences (ALW) Open Programme 2016


project no. ALWOP.230 financed by the Netherlands Organization for Scientific Research (J.W. and L.V.), PBL Netherlands Environmental Assessment Agency through in-kind contributions to The


New Delta 2014 ALW projects nos. 869.15.015 and 869.15.014 (A.F.B. and A.H.W.B.) and World Resources Institute and UNESCO project nos 4500462526 and WE.461001.1-P1 (A.F.B. and X.L.). We


acknowledge UU GEO-ICT colleague E. Jens for computer engineering help. AUTHOR INFORMATION AUTHORS AND AFFILIATIONS * Department of Earth Sciences, Utrecht University, Utrecht, The


Netherlands Junjie Wang, Alexander F. Bouwman, Lauriane Vilmin, Arthur H. W. Beusen, Wim J. van Hoek, Xiaochen Liu & Jack J. Middelburg * Department of Data Science and Water Quality,


Unit of Marine and Coastal Systems, Deltares, Delft, The Netherlands Lauriane Vilmin & Xiaochen Liu * PBL Netherlands Environmental Assessment Agency, The Hague, The Netherlands Arthur


H. W. Beusen Authors * Junjie Wang View author publications You can also search for this author inPubMed Google Scholar * Alexander F. Bouwman View author publications You can also search


for this author inPubMed Google Scholar * Lauriane Vilmin View author publications You can also search for this author inPubMed Google Scholar * Arthur H. W. Beusen View author publications


You can also search for this author inPubMed Google Scholar * Wim J. van Hoek View author publications You can also search for this author inPubMed Google Scholar * Xiaochen Liu View author


publications You can also search for this author inPubMed Google Scholar * Jack J. Middelburg View author publications You can also search for this author inPubMed Google Scholar


CONTRIBUTIONS J.W., J.J.M. and A.F.B. conceptualized the study. J.W. and L.V. developed the DISC–NITROGEN module. A.H.W.B. and L.V. developed the DISC framework. J.W. ran the model


simulations and conducted data analysis. X.L. and W.J.v.H. contributed to important model components. J.W., J.J.M. and A.F.B. prepared the manuscript. All co-authors reviewed the manuscript.


CORRESPONDING AUTHORS Correspondence to Junjie Wang or Xiaochen Liu. ETHICS DECLARATIONS COMPETING INTERESTS The authors declare no competing interests. PEER REVIEW PEER REVIEW INFORMATION


_Nature Water_ thanks Steve Frolking and the other, anonymous, reviewer(s) for their contribution to the peer review of this work. ADDITIONAL INFORMATION PUBLISHER’S NOTE Springer Nature


remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. EXTENDED DATA EXTENDED DATA FIG. 1 SCHEME OF N FLOWS AND PROCESSES ACROSS TERRESTRIAL


AND INLAND-WATER SYSTEMS IN THE IMAGE-DGNM MODEL. The N flows and processes and water fluxes link various landscape components (soils, aquifers, riparian zones, streams, rivers, wetlands,


floodplains, lakes, and reservoirs) at the 0.5 by 0.5-degree grid scale in IMAGE-DGNM model. EXTENDED DATA FIG. 2 MODULE SCHEME FOR THE DYNAMIC INLAND-WATER BIOGEOCHEMICAL N CYCLING


(DISC-NITROGEN) IN IMAGE-DGNM. Processes marked with (O2 +) and (O2 -) indicate the coupled production and consumption of oxygen during these processes, respectively. The green arrows marked


with ‘primary production’ in the water column and sediment layer represent gross primary production for pelagic and benthic algae, respectively. Detailed descriptions of the inland-water


biogeochemical processes in Extended Data Fig. 2 can be found in refs. 48,51, together with full lists of associated equations and parameter values, units and reference sources for each


process. SUPPLEMENTARY INFORMATION SUPPLEMENTARY INFORMATION Supplementary Texts 1–3, Figs. 1–9 and Tables 1–6. RIGHTS AND PERMISSIONS Springer Nature or its licensor (e.g. a society or


other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of


this article is solely governed by the terms of such publishing agreement and applicable law. Reprints and permissions ABOUT THIS ARTICLE CITE THIS ARTICLE Wang, J., Bouwman, A.F., Vilmin,


L. _et al._ Global inland-water nitrogen cycling has accelerated in the Anthropocene. _Nat Water_ 2, 729–740 (2024). https://doi.org/10.1038/s44221-024-00282-x Download citation * Received:


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