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Atmospheric Chemistry and Physics An interactive open-access journal of the European Geosciences Union
© Author(s) 2017. This work is distributed under
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Research article
16 Jan 2017
Review status
A revision of this discussion paper was accepted for the journal Atmospheric Chemistry and Physics (ACP) and is expected to appear here in due course.
Observation- and Model-Based Estimates of Particulate Dry Nitrogen Deposition to the Oceans
Alex R. Baker1, Maria Kanakidou2, Katye E. Altieri3, Nikos Daskalakis2,a, Gregory S. Okin4, Stelios Myriokefalitakis2,b, Frank Dentener5, Mitsuo Uematsu6, Manmohan M. Sarin7, Robert A. Duce8, James N. Galloway9, William C. Keene9, Arvind Singh7, Lauren Zamora10,11, Jean-Francois Lamarque12, Shih-Chieh Hsu13,†, Shital S. Rohekar1,c, and Joseph M. Prospero14 1Centre for Ocean and Atmospheric Science, School of Environmental Sciences, University of East Anglia, Norwich NR4 7TJ, UK
2Environmental Chemical Processes Laboratory, Department of Chemistry, University of Crete, PO Box 2208, Heraklion 7, Greece
3Energy Research Centre, University of Cape Town, South Africa
4Department of Geography, University of California at Los Angeles, California, USA
5European Commission, Joint Research Centre, Ispra, Italy
6Center for International Collaboration, Atmosphere and Ocean Research Institute, The University of Tokyo, Chiba, Japan
7Geosciences Division, Physical Research Laboratory, Ahmedabad, 380009, India
8Departments of Oceanography and Atmospheric Sciences, Texas A&M University, College Station, Texas, USA
9Department of Environmental Sciences, University of Virginia, Charlottesville, Virginia, USA
10Climate and Radiation Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, USA
11Universities Space Research Association, Columbia, MD, USA
12NCAR Earth System Laboratory, National Center for Atmospheric Research, Boulder, CO, USA
13Research Center for Environmental Changes, Academia Sinica, Nankang, Taipei, Taiwan
14Rosenstiel School of Marine and Atmospheric Sciences, University of Miami, Miami, Florida, USA
anow at: LATMOS/IPSL, UPMC Univ. Paris 06 Sor bonne Universités, UVSQ, CNRS, Paris, France
bnow at: IMAU, University of Utrecht, 3584 CC Utrecht, Netherlands
cnow at: School of Physics, Astronomy and Maths, University of Hertfordshire, Hatfield, UK
deceased: 10 October 2014
Abstract. Nitrogen (N) emissions to the atmosphere have increased by a factor of 3–4 through anthropogenic activity since the Industrial Revolution. This has led to large increases in the deposition of nitrate (NO3) and ammonium (NH4+) to the surface waters of the open ocean, with potential impacts on marine productivity and the global carbon cycle. Global-scale understanding of N deposition to the oceans is reliant on our ability to produce and validate models of nitrogen emission, atmospheric chemistry, transport and deposition. In this work, ~ 2900 observations of aerosol NO3 and NH4+ concentrations, acquired from sampling aboard ships in the period 1995–2012, are used to assess the performance of modelled N concentration and deposition fields over the remote ocean. Three ocean regions (the eastern tropical North Atlantic, the northern Indian Ocean and northwest Pacific) were selected in which the density and distribution of observational data were considered sufficient to provide effective comparison to model products. All of these study regions are affected by transport and deposition of mineral dust, which alters the deposition of N.

Surface particulate NO3 and NH4+ concentrations simulated by the TM4-ECPL (TM4) model were compared to observed aerosol concentrations. Dry deposition fluxes of these species predicted by TM4 (ModDep) were compared with equivalent fluxes calculated from the observed concentrations (CalDep) using two commonly applied methods for the determination of CalDep. CalDep was also compared to total dry deposition fluxes of oxidised N (NOy) and reduced N (NHx) from TM4 and the ACCMIP multi-model mean product. Comparison in the three study regions suggests that TM4 over-estimates NO3 concentrations and under-estimates NH4+ concentrations, with spatial distributions in the tropical Atlantic and northern Indian Ocean not being reproduced by the model. In the case of NH4+ in the Indian Ocean, this discrepancy was probably due to seasonal biases in the sampling. Similar patterns were observed in the various comparisons of CalDep to ModDep and it was not possible to assess objectively the relative merits of the two methods for estimating CalDep. Comparisons of NH4+ CalDep to NHx ModDep were impaired by the significant fraction of gas-phase NH3 deposition incorporated in the TM4 and ACCMIP model products. All of the comparisons (of concentration and deposition) suffered due to the large uncertainty in dry deposition velocities used in the models and in the calculation of CalDep. These uncertainties have been a major limitation on estimates of the flux of material to the oceans for several decades.

Citation: Baker, A. R., Kanakidou, M., Altieri, K. E., Daskalakis, N., Okin, G. S., Myriokefalitakis, S., Dentener, F., Uematsu, M., Sarin, M. M., Duce, R. A., Galloway, J. N., Keene, W. C., Singh, A., Zamora, L., Lamarque, J.-F., Hsu, S.-C., Rohekar, S. S., and Prospero, J. M.: Observation- and Model-Based Estimates of Particulate Dry Nitrogen Deposition to the Oceans, Atmos. Chem. Phys. Discuss.,, in review, 2017.
Alex R. Baker et al.
Interactive discussionStatus: closed
AC: Author comment | RC: Referee comment | SC: Short comment | EC: Editor comment
Printer-friendly Version - Printer-friendly version      Supplement - Supplement
RC1: 'Review of Baker et al.', Anonymous Referee #1, 21 Feb 2017 Printer-friendly Version 
AC1: 'Response to Reviewer 1', Alex Baker, 16 May 2017 Printer-friendly Version 
RC2: 'review report', Anonymous Referee #2, 26 Mar 2017 Printer-friendly Version 
AC2: 'Response to Reviewer 2', Alex Baker, 16 May 2017 Printer-friendly Version Supplement 
Alex R. Baker et al.
Alex R. Baker et al.


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Short summary
Man's activities have greatly increased the amount of nitrogen emitted into the atmosphere. Some of this nitrogen is transported to the world's oceans, where it may affect microscopic marine plants and cause ecological problems. The huge size of the oceans make direct monitoring of nitrogen inputs impossible, so computer models must be used to assess this issue. We find that current models reproduce observed nitrogen deposition to the oceans reasonably well, and recommend future improvements.
Man's activities have greatly increased the amount of nitrogen emitted into the atmosphere. Some...