<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "https://jats.nlm.nih.gov/nlm-dtd/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="3.0" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher">BG</journal-id>
<journal-title-group>
<journal-title>Biogeosciences</journal-title>
<abbrev-journal-title abbrev-type="publisher">BG</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Biogeosciences</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1726-4189</issn>
<publisher><publisher-name>Copernicus Publications</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/bg-11-1137-2014</article-id>
<title-group>
<article-title>Natural ocean carbon cycle sensitivity to parameterizations of the recycling  in a climate model</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Romanou</surname>
<given-names>A.</given-names>
<ext-link>https://orcid.org/0000-0001-5241-4772</ext-link>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Romanski</surname>
<given-names>J.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Gregg</surname>
<given-names>W. W.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Applied Phys. and Appl. Math., Columbia University, New York, USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Center for Clim. Syst. Res., Columbia University, New York, USA</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>NASA-GSFC, Greenbelt, Maryland, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>26</day>
<month>02</month>
<year>2014</year>
</pub-date>
<volume>11</volume>
<issue>4</issue>
<fpage>1137</fpage>
<lpage>1154</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2014 A. Romanou et al.</copyright-statement>
<copyright-year>2014</copyright-year>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution 3.0 Unported License. To view a copy of this licence, visit <ext-link ext-link-type="uri"  xlink:href="https://creativecommons.org/licenses/by/3.0/">https://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions>
<self-uri xlink:href="https://bg.copernicus.org/articles/11/1137/2014/bg-11-1137-2014.html">This article is available from https://bg.copernicus.org/articles/11/1137/2014/bg-11-1137-2014.html</self-uri>
<self-uri xlink:href="https://bg.copernicus.org/articles/11/1137/2014/bg-11-1137-2014.pdf">The full text article is available as a PDF file from https://bg.copernicus.org/articles/11/1137/2014/bg-11-1137-2014.pdf</self-uri>
<abstract>
<p>Sensitivities of the oceanic biological pump within the GISS (Goddard Institute for Space Studies ) climate modeling
system are explored here. Results are presented from twin control simulations
of the air–sea CO&lt;sub&gt;2&lt;/sub&gt; gas exchange using two different ocean models coupled
to the same atmosphere. The two ocean models (Russell ocean model and Hybrid
Coordinate Ocean Model, HYCOM) use different vertical coordinate systems, and
therefore different representations of column physics. Both variants of the
GISS climate model are coupled to the same ocean biogeochemistry module (the
NASA Ocean Biogeochemistry Model, NOBM), which computes prognostic
distributions for biotic and abiotic fields that influence the air–sea flux
of CO&lt;sub&gt;2&lt;/sub&gt; and the deep ocean carbon transport and storage. In particular, the
model differences due to remineralization rate changes are compared to
differences attributed to physical processes modeled differently in the two
ocean models such as ventilation, mixing, eddy stirring and vertical
advection. GISSEH(GISSER) is found to underestimate mixed layer depth
compared to observations by about 55% (10%) in the Southern Ocean
and overestimate it by about 17% (underestimate by 2%) in the
northern high latitudes. Everywhere else in the global ocean, the two models
underestimate the surface mixing by about 12–34%, which prevents deep
nutrients from reaching the surface and promoting primary production there.
Consequently, carbon export is reduced because of reduced production at the
surface. Furthermore, carbon export is particularly sensitive to
remineralization rate changes in the frontal regions of the subtropical gyres
and at the Equator and this sensitivity in the model is much higher than the
sensitivity to physical processes such as vertical mixing, vertical advection
and mesoscale eddy transport. At depth, GISSER, which has a significant warm
bias, remineralizes nutrients and carbon faster thereby producing more nutrients and
carbon at depth, which eventually resurfaces with the global thermohaline
circulation especially in the Southern Ocean. Because of the reduced primary
production and carbon export in GISSEH compared to GISSER, the biological
pump efficiency, i.e., the ratio of primary production and carbon export at
75 m, is half in the GISSEH of that in GISSER, The Southern Ocean emerges as
a key region where the CO&lt;sub&gt;2&lt;/sub&gt; flux is as sensitive to biological
parameterizations as it is to physical parameterizations. The fidelity of
ocean mixing in the Southern Ocean compared to observations is shown to be a
good indicator of the magnitude of the biological pump efficiency regardless
of physical model choice.</p>
</abstract>
<counts><page-count count="18"/></counts>
</article-meta>
</front>
<body/>
<back>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1</label><mixed-citation publication-type="other" xlink:type="simple">Bacastow, R. and Maier-Reimer, E.: Dissolved organic carbon in modeling oceanic new production, Global Biogeochem. Cycles, 5, 71–85, 1991.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Bissinger, Montagnes, D. J. S., Sharples, J., and Atkinson, D.: Predicting marine phytoplankton maximum growth rates from temperature: Improving on the Eppley curve using quantile regression, Limnol. Oceanog., 53, 487–493, 2008.</mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Bleck, R., Rooth, C., Hu, D., and Smith, L.: Ventilation patterns and mode water formation in a wind- and thermodynamically driven isopycnic coordinate model of the North Atlantic, J. Phys. Oceanogr., 22, 1486–1505, 1992.</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Buesseler, K., Trull, T., Steinberg, D., Silver, M., Siegel, D., Saitoh, S.-I., Lamborg, C., Lam, P., Karl, D., Jiao, N., Honda, M., Elskens, M., Dehairs, F., Brown, S., Boyd, P., Bishop, J., and Bidigare, R.: VERTIGO (VERtical Transport In the Global Ocean): A study of particle sources and flux attenuation in the North Pacific, Deep-Sea Res. II, 55, 1522–1539, 2008.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Carr, M., Friedrichs, M., Schmeltz, M., Aita, M. N., Antoine, D., Arrigo, K., Asanuma, I., Aumont, O., Barber, R., and Behrenfeld, M.: A comparison of global estimates of marine primary production from ocean color, Deep-Sea Res. Pt II: Topical Studies in Oceanograph, 53, 741–770, 2006.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Christodoulaki, S., Petihakis, G., Kanakidou, M., Mihalopoulos, N., Tsiaras, K., and Triantafyllou, G.: Atmospheric deposition in the Eastern Mediterranean. A driving force for ecosystem dynamics, Journal of Marine Systems, 109-110, 78–93, 2013.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">deBoyer Montégut, C., Madec, G., Fischer, A. S., Lazar, A., and Iudicone, D.: Mixed layer depth over the global ocean: An examination of profile data and a profile-based climatology, J. Geophys. Res., 109, C12003, &lt;a href=&quot;http://dx.doi.org/10.1029/2004JC002378&quot;&gt;https://doi.org/10.1029/2004JC002378&lt;/a&gt;, 2004.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Denman, K. L.: Modelling planktic ecosystems: Parameterizing complexity, Prog. Oceanogr., 57, 429–452, 2003.</mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Denman, K. and Brasseur, G.: AR4-Chapter 7: Couplings between changes in the climate system and biogeochemistry, IPCC – AR4, 1–90, 2007.</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Dunne, J., Sarmiento, J., and Gnanadesikan, A.: A synthesis of global particle export from the surface ocean and cycling..., Global Biogeochem. Cy., 21, GB4006, &lt;a href=&quot;http://dx.doi.org/10.1029/2006GB002907&quot;&gt;https://doi.org/10.1029/2006GB002907&lt;/a&gt;, 2007.</mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">Eppley, R. W.: Temperature and phytoplankton growth in the sea, Fish. Bull, 70, 1063–1085, 1972.</mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">Falkowski, P. G., Barber, R. T., and Smetacek, V.: Biogeochemical controls and feedbacks on ocean primary production, Science, 200, 200–206, &lt;a href=&quot;http://dx.doi.org/10.1126/science.281.5374.200&quot;&gt;https://doi.org/10.1126/science.281.5374.200&lt;/a&gt;, 1998.</mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Falkowski, P., Laws, E. A., Barber, R. T., and Murray, J. W.: Phytoplankton and their role in primary, new, and export production, in: Ocean Biogeochemistry, edited by: Fasham, M. J. R., chap. 4, Springer, New York, NY, 99–121, 2003.</mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">Feely, R., Wanninkhof, R., McGillis, W., Carr, M.-E., and Cosca, C. E.: Effects of wind speed and gas exchange parameterizations on the air-sea CO2 fluxes in the equatorial Pacific Ocean, J. Geophys. Res., 109, C08S03, &lt;a href=&quot;http://dx.doi.org/10.1029/2003JC001896&quot;&gt;https://doi.org/10.1029/2003JC001896&lt;/a&gt;, 2004.</mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Fletcher, S., Gruber, N., and Jacobson, A.: Inverse estimates of anthropogenic CO&lt;sub&gt;2&lt;/sub&gt; uptake, transport, and storage by the ocean, Global Biogeochem. Cy., 20, 2006.</mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Friedlingstein, P. and co authors: ClimateCarbon Cycle Feedback Analysis: Results from the C4MIP Model Intercomparison, J. Clim., 19, 3337–3353, 2006.</mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Gent, P. and McWilliams, J.: Isopycnal mixing in ocean circulation models, J. of Phys. Oceanog., 20, 1–6, 1990.</mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Gregg, W.: A coupled ocean-atmosphere radiative model for global ocean biogeochemical models, vol. 22 of  NASA Global Modeling and Assimilation Series, p. 33pp, NASA Technical Memorandum 2002-104606, Eds. M. Suarez, \urlprefix&lt;a href=&quot;gmao.gsfc.nasa.gov/research/oceanbiology/reprints/gregg_NASATM2002.pdf&quot;&gt;gmao.gsfc.nasa.gov/research/oceanbiology/reprints/gregg_NASATM2002.pdf&lt;/a&gt;, 2002.</mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Gregg, W. and Casey, N. W.: Modeling coccolithophores in the global oceans, Deep-Sea Res. II, 54, 447–477, 2007.</mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Griffies, S. M., Pacanowski, R., and Hallberg, R. R.: Spurious diapycnal mixing associated with advection in a z-coordinate ocean model, Monthly Weather Review, 128, 538–564, 2000.</mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Gruber, N. and Sarmiento, J.: Large scale biogeochemical-physical interactions in elemental cycles, in: The Sea, edited by: Robinson, A. R., McCarthy, J., and Rothschild, B., vol. 12, John Wiley and Sons, Inc, New York, NY, 2002.</mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Gruber, N., Gloor, M., Fletcher, S., Doney, S., Dutkiewicz, S., Follows, M., Gerber, M., Jacobson, A., Joos, F., and Lindsay, K.: Oceanic sources, sinks, and transport of atmospheric CO&lt;sub&gt;2&lt;/sub&gt;, Global Biogeochem. Cy., 23, 1601–22, 2009.</mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple">Henson, S. A., Sanders, R., Madsen, E., Morris, P. J., Moigne, F. L., and Quartly, G. D.: A reduced estimate of the strength of the ocean&apos;s biological carbon pump, Geophys. Res. Lett., 38, L04606, &lt;a href=&quot;http://dx.doi.org/10.1029/2011GL046735&quot;&gt;https://doi.org/10.1029/2011GL046735&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple">Henson, S. A., Sanders, R., and Madsen, E.: Global patterns in efficiency of particulate organic carbon export and transfer to the deep ocean, Global Biogeochem. Cy., 26, GB1028, &lt;a href=&quot;http://dx.doi.org/10.1029/2011GB004099&quot;&gt;https://doi.org/10.1029/2011GB004099&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple">Khatiwala, S., Primeau, F., and Hall, T.: Reconstruction of the history of anthropogenic CO2 concentrations in the ocean, Nature, 462, 346–349, 2009.</mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple">Khatiwala, S., Primeau, F., and Holzer, M.: Ventilation of the deep ocean constrained with tracer observations and implications for radiocarbon estimates of ideal mean age, Earth Planet. Sci. Lett., 325/326, 116–125, &lt;a href=&quot;http://dx.doi.org/10.1016/j.epsl.2012.01.038&quot;&gt;https://doi.org/10.1016/j.epsl.2012.01.038&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple">Kriest, I. and Oschlies, A.: Numerical effects on organic-matter sedimentation and remineralization in biogeochemical ocean models, Ocean Modelling, 39, 275–283, &lt;a href=&quot;http://dx.doi.org/10.1016/j.ocemod.2011.05.001&quot;&gt;https://doi.org/10.1016/j.ocemod.2011.05.001&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple">Kriest, I., Khatiwala, S., and Oschlies, A.: Towards an assessment of simple global marine biogeochemical models of different complexity, Progress in Oceanography, 86, 337–360, 2010.</mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple">Kriest, I., Oschlies, A., and Khatiwala, S.: Sensitivity analysis of simple global marine biogeochemical models, Global Biogeochem. Cy., 26, GB2029, &lt;a href=&quot;http://dx.doi.org/10.1016/j.epsl.2012.01.038&quot;&gt;https://doi.org/10.1016/j.epsl.2012.01.038&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple">Kwon, E. Y. and Primeau, F.: Optimization and sensitivity of a global biogeochemistry ocean model using combined in situ DIC, alkalinity, and phosphate data, J. Geophys. Res., 113, C08011, &lt;a href=&quot;http://dx.doi.org/10.1029/2007JC004520&quot;&gt;https://doi.org/10.1029/2007JC004520&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple">Kwon, E. Y., Primeau, F., and Sarmiento, J. L.: The impact of remineralization depth on the air–sea carbon balance, Nature Geosci., 2, 630–635, 2009.</mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple">Large, W., McWilliams, J., and Doney, S.: Oceanic Vertical MIxing: a review and a model with a nonlocal boundary layer parameterization, Rev. Geophys., 32, 363–401, 1994.</mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple">Laws, E. A., Falkowski, P. G., Smith, W. O., Ducklow, H., and McCarthy, J. J.: Temperature effects on export production in the open ocean, Global Biogeochem. Cy., 14, 1–16, 2000.</mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple">Le Quéré, C., Andres, R. J., Boden, T., Conway, T., Houghton, R. A., House, J. I., Marland, G., Peters, G. P., van der Werf, G., Ahlström, A., Andrew, R. M., Bopp, L., Canadell, J. G., Ciais, P., Doney, S. C., Enright, C., Friedlingstein, P., Huntingford, C., Jain, A. K., Jourdain, C., Kato, E., Keeling, R. F., Klein Goldewijk, K., Levis, S., Levy, P., Lomas, M., Poulter, B., Raupach, M. R., Schwinger, J., Sitch, S., Stocker, B. D., Viovy, N., Zaehle, S., and ZENG, N.: The global carbon budget 1959–2011, Earth System Science Data Discussions, 5, 1107–1157, 2012.</mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple">Lourantou, A. and Metzl, N.: Decadal evolution of carbon sink within a strong bloom area in the subantarctic zone, Geophys. Res. Lett., 38, L23608, &lt;a href=&quot;http://dx.doi.org/10.1029/2011GL049614&quot;&gt;https://doi.org/10.1029/2011GL049614&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple">Lovenduski, N. and Gruber, N.: Impact of the Southern Annular Mode on Southern Ocean circulation and biology, Geophys. Res. Lett, 32, &lt;a href=&quot;http://dx.doi.org/ 10.1029/2005GL022727&quot;&gt;https://doi.org/ 10.1029/2005GL022727&lt;/a&gt;, 2005.</mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple">Marinov, I., Follows, M., Gnanadesikan, A., Sarmiento, J., and Slater, R.: How does ocean biology affect atmospheric pCO2? Theory and models, J. Geophys. Res., 113, C07032, &lt;a href=&quot;http://dx.doi.org/10.1029/2007JC004598&quot;&gt;https://doi.org/10.1029/2007JC004598&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple">Martin, J. H., Knauer, G. A., Karlt, D. M., and Broenkow, W. W.: VERTEX: carbon cycling in the northeast Pacific, Deep-Sea Res. II, 34, 267–285, 1987.</mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple">McDougall, T. and Dewar, W.: Vertical mixing, cabbeling and thermobaricity in layered models, J. Phys. Oceanog., 28, 1458–1480, 1998.</mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple">Metzl, N., Tilbrook, B., and Poisson, A.: The annual fCO2 cycle and the air–sea CO2 flux in the subAntarctic Ocean, Tellus, 51B, 849–861, 1999.</mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple">Oschlies, A.: Model-derived estimates of new production: New results point towards lower values, Deep-Sea Res. Pt. II, 48, 2173–2197, 2001.</mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple">Pollard, R., Lucas, M., and Read, J.: Physical controls on biogeochemical zonation in the Southern Ocean, Deep-Sea Res. II, 49, 3289–3305, 2002.</mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple">Romanou, A., Gregg, W., Romanski, J., Kelley, M., Bleck, R., Healy, R., Nazarenko, L., Russell, G., Sun, G. S. S., and Tausnev, N.: Natural air-sea flux of CO2 in simulations of the NASA-GISS climate model: Sensitivity to the physical ocean model formulation., Ocean Modelling, 66, 26–44, &lt;a href=&quot;http://dx.doi.org/10.1016/j.ocemod.2013.01.008&quot;&gt;https://doi.org/10.1016/j.ocemod.2013.01.008&lt;/a&gt;, 2013.</mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple">Sabine, C., Feely, R., Gruber, N., Key, R., Lee, K., Bullister, J., Wanninkhof, R., Wong, C., Wallace, D., Tilbrook, B., Millero, F., Peng, T.-H., Kozyr, A., Ono, T., and Rios, A.: The oceanic sink for anthropogenic CO&lt;sub&gt;2&lt;/sub&gt;, Science, 305, 367–371, 2004.</mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple">Sarmiento, J., Gruber, N., Brzezinski, M. A., and Dunne, J.: High-latitude controls of thermocline nutrients and low latitude biological productivity, Nature, 427, 56–60, 2003.</mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple">Sarmiento, J., Dunne, J., and Armstrong, R.: Do we understand the Ocean&apos;s biological pump?, US JGOFS News, 12, 1–20, 2004.</mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple">Schmittner, A.: Decline of the marine ecosystem caused by a reduction in the Atlantic overturning circulation, Nature, 434, 628–633, 2005.</mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple">Signorini, S. R. and Mcclain, C. R.: Effect of uncertainties in climatologic wind, ocean &lt;i&gt;p&lt;/i&gt;CO&lt;sub&gt;2&lt;/sub&gt;, and gas transfer algorithms on the estimate of global sea-air CO2flux, Global Biogeochem. Cycles, 23, GB2025, &lt;a href=&quot;http://dx.doi.org/10.1029/2008GB003246&quot;&gt;https://doi.org/10.1029/2008GB003246&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple">Sun, S. and Bleck, R.: Geographic distribution of the diapycnal component of thermohaline circulations in coupled climate models, Oc. Modell., 15, 177–199, 2006.</mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple">Takahashi, T. and co authors: Global sea-air CO&lt;sub&gt;2&lt;/sub&gt; flux based on climatological surface ocean &lt;i&gt;p&lt;/i&gt;CO&lt;sub&gt;2&lt;/sub&gt; and seasonal biological and temperatre effects, Deep-Sea Res. II, 49, 1601–1622, 2002.</mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple">Takahashi, T., Sutherland, S., Wanninkhof, R., Sweeney, C., Feely, R., Chipman, D., Hales, B., Friederich, G., Chavez, F., and Sabine, C.: Climatological mean and decadal change in surface ocean pCO2, and net sea-air CO&lt;sub&gt;2&lt;/sub&gt; flux over the global oceans, Deep-Sea Res. Pt. II, 56, 554–577, 2009.</mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple">Taucher, J. and Oschlies, A.: Can we predict the direction of marine primary production change under global warming?, Geophys. Res. Lett., 38, L02603, &lt;a href=&quot;http://dx.doi.org/10.1029/2010GL045934&quot;&gt;https://doi.org/10.1029/2010GL045934&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple">Tian, R. C., Vezina, A. F., Legendre, L., Ingram, R. G., Klein, B., Packard, T., Roy, S., Savenkoff, C., Silverberg, N., Therriault, J. C., and Tremblay, J. E.: Effects of pelagic food-web interactions and nutrient remineralization on the biogeochemical cycling of carbon: a modeling approach, Deep-Sea Res. II, 27, 637–662, 2000.</mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple">Volk, T. and Hoffert, M. I.: Ocean carbon pumps: Analysis of relative strengths and efficiencies in ocean driven atmospheric CO&lt;sub&gt;2&lt;/sub&gt; changes, in: The Carbon Cycle and Atmospheric CO&lt;sub&gt;2&lt;/sub&gt;: Natural Variations Archaean to Present, edited by: Sundquist, E. T. and Broecker, W. S., Geophys. Monogr. Ser., AGU, Washington, DC, 32, 99–110, 1985.</mixed-citation>
</ref>
</ref-list>
</back>
</article>