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  <front>
    <journal-meta><journal-id journal-id-type="publisher">CP</journal-id><journal-title-group>
    <journal-title>Climate of the Past</journal-title>
    <abbrev-journal-title abbrev-type="publisher">CP</abbrev-journal-title><abbrev-journal-title abbrev-type="nlm-ta">Clim. Past</abbrev-journal-title>
  </journal-title-group><issn pub-type="epub">1814-9332</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/cp-18-507-2022</article-id><title-group><article-title>Marine carbon cycle response to a warmer Southern Ocean: <?xmltex \hack{\newline}?> the case of the last interglacial</article-title><alt-title>SO Carbon Cycle at LIG</alt-title>
      </title-group><?xmltex \runningtitle{SO Carbon Cycle at LIG}?><?xmltex \runningauthor{D. Choudhury et al.}?>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes" rid="aff1">
          <name><surname>Choudhury</surname><given-names>Dipayan</given-names></name>
          <email>d.choudhury@unsw.edu.au</email>
        <ext-link>https://orcid.org/0000-0001-9969-357X</ext-link></contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1">
          <name><surname>Menviel</surname><given-names>Laurie</given-names></name>
          
        <ext-link>https://orcid.org/0000-0002-5068-1591</ext-link></contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1 aff2">
          <name><surname>Meissner</surname><given-names>Katrin J.</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1 aff2">
          <name><surname>Yeung</surname><given-names>Nicholas K. H.</given-names></name>
          
        <ext-link>https://orcid.org/0000-0002-6560-6658</ext-link></contrib>
        <contrib contrib-type="author" corresp="no" rid="aff3">
          <name><surname>Chamberlain</surname><given-names>Matthew</given-names></name>
          
        <ext-link>https://orcid.org/0000-0002-3287-3282</ext-link></contrib>
        <contrib contrib-type="author" corresp="no" rid="aff4">
          <name><surname>Ziehn</surname><given-names>Tilo</given-names></name>
          
        <ext-link>https://orcid.org/0000-0001-9873-9775</ext-link></contrib>
        <aff id="aff1"><label>1</label><institution>Climate Change Research Centre, University of New South Wales, Sydney NSW, Australia</institution>
        </aff>
        <aff id="aff2"><label>2</label><institution>ARC Centre of Excellence for Climate Extremes, University of New South Wales, Sydney NSW, Australia</institution>
        </aff>
        <aff id="aff3"><label>3</label><institution>CSIRO Oceans and Atmosphere, Hobart TAS, Australia</institution>
        </aff>
        <aff id="aff4"><label>4</label><institution>CSIRO Oceans and Atmosphere, Aspendale VIC, Australia</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">Dipayan Choudhury (d.choudhury@unsw.edu.au)</corresp></author-notes><pub-date><day>16</day><month>March</month><year>2022</year></pub-date>
      
      <volume>18</volume>
      <issue>3</issue>
      <fpage>507</fpage><lpage>523</lpage>
      <history>
        <date date-type="received"><day>27</day><month>July</month><year>2021</year></date>
           <date date-type="rev-request"><day>17</day><month>August</month><year>2021</year></date>
           <date date-type="rev-recd"><day>1</day><month>February</month><year>2022</year></date>
           <date date-type="accepted"><day>7</day><month>February</month><year>2022</year></date>
      </history>
      <permissions>
        <copyright-statement>Copyright: © 2022 Dipayan Choudhury et al.</copyright-statement>
        <copyright-year>2022</copyright-year>
      <license license-type="open-access"><license-p>This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link></license-p></license></permissions><self-uri xlink:href="https://cp.copernicus.org/articles/18/507/2022/cp-18-507-2022.html">This article is available from https://cp.copernicus.org/articles/18/507/2022/cp-18-507-2022.html</self-uri><self-uri xlink:href="https://cp.copernicus.org/articles/18/507/2022/cp-18-507-2022.pdf">The full text article is available as a PDF file from https://cp.copernicus.org/articles/18/507/2022/cp-18-507-2022.pdf</self-uri>
      <abstract><title>Abstract</title>

      <p id="d1e149">Recent studies investigating future warming scenarios have shown that the ocean carbon sink will weaken over the coming century due to ocean warming and changes in oceanic circulation. However, significant uncertainties remain regarding the magnitude of the oceanic carbon cycle response to warming. Here, we investigate the Southern Ocean's (SO, south of 40<inline-formula><mml:math id="M1" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S) carbon cycle response to warmer conditions, as simulated under last interglacial boundary conditions (LIG, 129–115 ka). We find a <inline-formula><mml:math id="M2" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">150</mml:mn></mml:mrow></mml:math></inline-formula> % increase in carbon dioxide (<inline-formula><mml:math id="M3" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>) outgassing over the SO at the LIG compared to pre-industrial conditions (PI), due to a 0.5 <inline-formula><mml:math id="M4" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C increase in SO sea surface temperatures. This is partly compensated for by an equatorward shift of the Southern Hemisphere (SH) westerlies and weaker Antarctic Bottom Water formation, which both lead to an increase in dissolved inorganic carbon (DIC) in the deep ocean at the LIG compared to PI. These deep-ocean DIC changes arise from increased deep- and bottom-water residence times and higher remineralization rates due to higher temperatures.
While our LIG simulation features a large reduction in SO sea ice compared to the PI, we find that changes in sea ice extent exert a minor control on the marine carbon cycle.
The projected future strengthening and poleward shift of the SH westerlies coupled to warmer conditions at the surface of the SO should thus weaken the capacity of the SO to absorb anthropogenic <inline-formula><mml:math id="M5" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> over the coming century.</p>
  </abstract>
    </article-meta>
  </front>
<body>
      

<sec id="Ch1.S1" sec-type="intro">
  <label>1</label><title>Introduction</title>
      <p id="d1e211">Future increases in atmospheric carbon dioxide (<inline-formula><mml:math id="M6" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>) concentration are unequivocally projected to further warm the Southern Ocean (SO) and reduce sea ice concentrations <xref ref-type="bibr" rid="bib1.bibx5" id="paren.1"/>. The current state of knowledge suggests the mitigating effects of carbon cycle feedbacks on global warming to be less efficient under future scenarios <xref ref-type="bibr" rid="bib1.bibx66" id="paren.2"/>. This primarily stems from the changes in carbon uptake by the terrestrial biosphere and ocean under a changing climate. Both land and ocean presently act as sinks of anthropogenic carbon, each absorbing about 25 % of anthropogenic emissions <xref ref-type="bibr" rid="bib1.bibx25" id="paren.3"/>, with 40 % of the ocean sink being attributed to the SO <xref ref-type="bibr" rid="bib1.bibx7 bib1.bibx14" id="paren.4"/>.
The SO <inline-formula><mml:math id="M7" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> uptake weakened during the 1990s due to a strengthening and poleward shift of the Southern Hemisphere (SH) mid-latitude westerlies <xref ref-type="bibr" rid="bib1.bibx58 bib1.bibx57 bib1.bibx93 bib1.bibx34 bib1.bibx35" id="paren.5"/> but strengthened in the 2000s due to cooling over the Pacific and increased stratification over the Atlantic and Indian sectors of the SO <xref ref-type="bibr" rid="bib1.bibx52 bib1.bibx35" id="paren.6"/>.</p>
      <p id="d1e255">In addition, the consensus amongst studies analysing future climate simulations points towards amplified warming over high latitudes <xref ref-type="bibr" rid="bib1.bibx38 bib1.bibx73 bib1.bibx22" id="paren.7"/>. For example, the SO annual mean sea surface temperature (SST) anomaly is projected to exceed 0.5 <inline-formula><mml:math id="M8" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C for Shared Socioeconomic Pathway scenario (SSP) 245 and 1.5 <inline-formula><mml:math id="M9" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C for SSP 585 at 2100 relative to 2015 <xref ref-type="bibr" rid="bib1.bibx5 bib1.bibx79" id="paren.8"/>, with reduced sea ice during austral spring <xref ref-type="bibr" rid="bib1.bibx69" id="paren.9"/>. At the same time, SH westerlies are projected to strengthen and shift poleward over the coming century <xref ref-type="bibr" rid="bib1.bibx11 bib1.bibx92 bib1.bibx32" id="paren.10"/>. Overall, climate change will reduce the amount of anthropogenic carbon taken up by the ocean <xref ref-type="bibr" rid="bib1.bibx68 bib1.bibx3 bib1.bibx84 bib1.bibx41" id="paren.11"/> by reducing <inline-formula><mml:math id="M10" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> solubility <xref ref-type="bibr" rid="bib1.bibx3" id="paren.12"/>, weakening the efficiency of the biological pump <xref ref-type="bibr" rid="bib1.bibx4" id="paren.13"/>, increasing outgassing from upwelling of Circumpolar Deep Waters (CDW) due to stronger and poleward-shifted SH westerlies <xref ref-type="bibr" rid="bib1.bibx58 bib1.bibx92 bib1.bibx34" id="paren.14"/>, and reducing sea ice extent <xref ref-type="bibr" rid="bib1.bibx72" id="paren.15"/>. However, uncertainties still remain in regards to the response of the SO carbon cycle under a warmer climate.</p>
      <p id="d1e316">The last interglacial (LIG, 129–115 ka) was the warmest interglacial of the last 800 000 years <xref ref-type="bibr" rid="bib1.bibx60 bib1.bibx67" id="paren.16"/>. The warmer climate at the LIG is primarily attributed to a stronger Northern Hemisphere summer insolation <xref ref-type="bibr" rid="bib1.bibx53" id="paren.17"/> owing to the orbital configuration of higher eccentricity and obliquity <xref ref-type="bibr" rid="bib1.bibx2" id="paren.18"/>, rather than higher greenhouse gas concentrations as projected for the future. The role of orbital forcing versus greenhouse gases on temperature has been analysed in detail in <xref ref-type="bibr" rid="bib1.bibx91" id="text.19"/>. The LIG is associated with annual mean SSTs around 0.5 <inline-formula><mml:math id="M11" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C higher than pre-industrial conditions (PI) <xref ref-type="bibr" rid="bib1.bibx9 bib1.bibx37" id="paren.20"/>, and sea level was <inline-formula><mml:math id="M12" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 5 m higher than PI, with estimates ranging from 1.2 to 9 m higher <xref ref-type="bibr" rid="bib1.bibx18 bib1.bibx70 bib1.bibx19" id="paren.21"/>. The area-weighted summer warming is estimated to be 1.1–1.9 <inline-formula><mml:math id="M13" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C for the North Atlantic and 1.6–1.8 <inline-formula><mml:math id="M14" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C for the SO compared to PI <xref ref-type="bibr" rid="bib1.bibx31 bib1.bibx9 bib1.bibx37" id="paren.22"/>. Summers over land areas are reconstructed to be 4–5 <inline-formula><mml:math id="M15" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C warmer at high latitudes in the Northern Hemisphere <xref ref-type="bibr" rid="bib1.bibx8" id="paren.23"/>, 3–11 <inline-formula><mml:math id="M16" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C over Greenland <xref ref-type="bibr" rid="bib1.bibx13" id="paren.24"/>, and 2.2 <inline-formula><mml:math id="M17" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C over Antarctica <xref ref-type="bibr" rid="bib1.bibx60" id="paren.25"/>. Reconstructions of sea ice are mostly focused on the Arctic and suggest ice-free conditions south of 78<inline-formula><mml:math id="M18" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N <xref ref-type="bibr" rid="bib1.bibx80 bib1.bibx81 bib1.bibx82 bib1.bibx46" id="paren.26"/>. The Atlantic Meridional Overturning Circulation (AMOC) has been suggested to have weakened at the peak of the LIG (127 ka) and strengthened afterwards <xref ref-type="bibr" rid="bib1.bibx26" id="paren.27"/>, with strong evidence pointing towards periods of reduced Antarctic Bottom Water (AABW) formation during the early part of the LIG due to discharges from the Antarctic ice sheet <xref ref-type="bibr" rid="bib1.bibx36 bib1.bibx70" id="paren.28"/>.</p>
      <p id="d1e431">A few studies have investigated the terrestrial carbon response to LIG conditions <xref ref-type="bibr" rid="bib1.bibx49 bib1.bibx6" id="paren.29"/>, but the marine carbon cycle response at the LIG, and particularly in the SO, has received little attention.  A comprehensive study of the changes in the SO carbon cycle at the LIG compared to PI can enhance our understanding of the processes involved in the SO carbon cycle and their sensitivity to changes in boundary conditions. It can also help us, to a certain extent, to better quantify the impact of expected future physical and dynamical changes in a warming SO on the marine carbon cycle, bearing in mind that there was no additional anthropogenic carbon released during the LIG.</p>
      <p id="d1e438">Here, we study the impact of a warmer climate, in particular at high latitudes, on the oceanic carbon cycle by analysing an equilibrium last interglacial simulation (lig127k, <xref ref-type="bibr" rid="bib1.bibx64" id="altparen.30"/>) performed with the ACCESS-ESM1.5 model <xref ref-type="bibr" rid="bib1.bibx94 bib1.bibx90" id="paren.31"/>. The paper is structured as follows. In Sect. 2, components of the ACCESS-ESM1.5 model are described, followed by a framework for decomposing variables relevant for carbon cycle changes. The main results are presented in Sect. 3, discussing the changes in climate and the carbon cycle. These include differences in ocean properties, such as temperature, sea ice cover, stratification and circulation, and their effects on the carbon cycle, including air–sea fluxes, net carbon storage, and the efficiency of the biological pump. Finally, in Sect. 4, we conclude and discuss the limitations of the current study, including possible sources of uncertainty, and what inferences can be drawn for future global warming scenarios.</p>
</sec>
<sec id="Ch1.S2">
  <label>2</label><title>Methods</title>
<sec id="Ch1.S2.SS1">
  <label>2.1</label><title>Model description and experimental design</title>
      <p id="d1e462">An equilibrium last interglacial simulation (lig127k) is performed with the Australian Community Climate and Earth System Simulator Earth System Model, ACCESS-ESM1.5 <xref ref-type="bibr" rid="bib1.bibx94" id="paren.32"/>, which includes interactive land and ocean carbon cycles and is Australia's submission to the Paleoclimate Modeling Intercomparison Project 4 (PMIP4) – Coupled Model Intercomparison Project (CMIP6) <xref ref-type="bibr" rid="bib1.bibx90" id="paren.33"/>.
ACCESS-ESM1.5 differs from the previous version, ACCESS-ESM1 <xref ref-type="bibr" rid="bib1.bibx56" id="paren.34"/> mostly in the land and ocean components.
ACCESS-ESM1.5 is built upon the ACCESS1.4 physical model and includes the UK Met Office Unified Model (UM) version 7.3 <xref ref-type="bibr" rid="bib1.bibx59 bib1.bibx76" id="paren.35"/> as an atmospheric component, which is directly coupled to the updated land Community Atmosphere Biosphere Land Exchange model (CABLE) version 2.4 <xref ref-type="bibr" rid="bib1.bibx50" id="paren.36"/>, both with a horizontal resolution of 1.875<inline-formula><mml:math id="M19" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> <inline-formula><mml:math id="M20" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 1.25<inline-formula><mml:math id="M21" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>. UM has 38 vertical levels. The ocean model is the  NOAA/GFDL Modular Ocean Model (MOM) version 5 <xref ref-type="bibr" rid="bib1.bibx33" id="paren.37"/>, which is coupled to the Los Alamos National Laboratory sea ice model (LANL CICE) version 4.1 <xref ref-type="bibr" rid="bib1.bibx43" id="paren.38"/>. MOM5's resolution is 1<inline-formula><mml:math id="M22" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> <inline-formula><mml:math id="M23" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 1<inline-formula><mml:math id="M24" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> with 50 vertical levels. The coupler is the Ocean Atmosphere Sea Ice Soil – Model Coupling Toolkit (OASIS-MCT)  <xref ref-type="bibr" rid="bib1.bibx12" id="paren.39"/>. The current version of the land model CABLE also includes biogeochemistry (BGC) implemented using the CASA-CNP module <xref ref-type="bibr" rid="bib1.bibx85" id="paren.40"/>. The ocean carbon cycle is simulated using the Whole Ocean Model of Biogeochemistry And Trophic-dynamics (WOMBAT) model <xref ref-type="bibr" rid="bib1.bibx63" id="paren.41"/>.</p>
      <p id="d1e547">WOMBAT is a nutrient–phytoplankton–zooplankton–detritus (NPZD) model, with one class of phytoplankton and one class of zooplankton. It includes dissolved inorganic carbon (DIC), alkalinity (ALK), phosphate (<inline-formula><mml:math id="M25" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">PO</mml:mi><mml:mn mathvariant="normal">4</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>), oxygen (<inline-formula><mml:math id="M26" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">O</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>), and iron. The biogeochemical tracers are coupled using the stoichiometric C <inline-formula><mml:math id="M27" display="inline"><mml:mrow class="chem"><mml:mo>(</mml:mo><mml:mi mathvariant="normal">carbon</mml:mi><mml:mo>)</mml:mo><mml:mo>:</mml:mo><mml:mi mathvariant="normal">N</mml:mi></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M28" display="inline"><mml:mrow class="chem"><mml:mo>(</mml:mo><mml:mi mathvariant="normal">nitrogen</mml:mi><mml:mo>)</mml:mo><mml:mo>:</mml:mo><mml:mi mathvariant="normal">P</mml:mi></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M29" display="inline"><mml:mrow class="chem"><mml:mo>(</mml:mo><mml:mi mathvariant="normal">phosphorous</mml:mi><mml:mo>)</mml:mo><mml:mo>:</mml:mo><mml:msub><mml:mi mathvariant="normal">O</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> ratio of <inline-formula><mml:math id="M30" display="inline"><mml:mrow class="chem"><mml:mn mathvariant="normal">106</mml:mn><mml:mo>:</mml:mo><mml:mn mathvariant="normal">16</mml:mn><mml:mo>:</mml:mo><mml:mn mathvariant="normal">1</mml:mn><mml:mo>:</mml:mo><mml:mn mathvariant="normal">172</mml:mn></mml:mrow></mml:math></inline-formula>. The air–sea gas exchange is based on the square of the wind speed <xref ref-type="bibr" rid="bib1.bibx86" id="paren.42"/>, and the seawater partial pressure of <inline-formula><mml:math id="M31" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> (p<inline-formula><mml:math id="M32" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>) is calculated following the third phase of the Ocean Carbon-Cycle Model Intercomparison Project (OCMIP) protocol using temperature, salinity, DIC, ALK, and <inline-formula><mml:math id="M33" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">PO</mml:mi><mml:mn mathvariant="normal">4</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>. WOMBAT simulates production in and export from the photic zone and remineralization and dissolution at depth for both organic and inorganic (<inline-formula><mml:math id="M34" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CaCO</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>) particulate matter, with parameters adjusted for inorganic export to be <inline-formula><mml:math id="M35" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">8</mml:mn></mml:mrow></mml:math></inline-formula> % of organic export. The remineralization of organic matter is calculated based on depth- and temperature-dependent parameters, while the dissolution of <inline-formula><mml:math id="M36" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CaCO</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> uses a constant dissolution rate. ACCESS-ESM1.5 does not include a sediment component, and all particulates reaching the bottom ocean layer are instantly remineralized following the relevant remineralization rates. Other specific details of the model can be found in <xref ref-type="bibr" rid="bib1.bibx63" id="text.43"/>, <xref ref-type="bibr" rid="bib1.bibx56" id="text.44"/>, and <xref ref-type="bibr" rid="bib1.bibx94" id="text.45"/>.</p>
      <p id="d1e722">A pre-industrial 1850 simulation (piControl) is run in accordance with the CMIP6 protocol <xref ref-type="bibr" rid="bib1.bibx21" id="paren.46"/>, with a constant atmospheric <inline-formula><mml:math id="M37" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> forcing of 284.3 ppm but using CMIP5 solar irradiance (1365.65 Wm<inline-formula><mml:math id="M38" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>, as explained in <xref ref-type="bibr" rid="bib1.bibx94" id="altparen.47"/>). This simulation is run for 1000 years.
Initialized from this PI control run, a LIG simulation (lig127k) is performed using orbital parameters following the PMIP4 protocol <xref ref-type="bibr" rid="bib1.bibx64 bib1.bibx90" id="paren.48"/> but with the solar constant adjusted to the CMIP5–PMIP3 value to be comparable to the piControl simulation (1365.65 Wm<inline-formula><mml:math id="M39" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>). <inline-formula><mml:math id="M40" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> concentration for the LIG is set at 275 ppm. Vegetation is kept constant at 1850 PI levels. The lig127k experiment is run for 650 years. The run is at equilibrium over the SO, although there is a small drift in globally averaged DIC of <inline-formula><mml:math id="M41" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M42" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M43" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>/100 yr<inline-formula><mml:math id="M44" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> below 3 km. The analysis presented here is based on the average of the last 100 years of the lig127k simulation compared to the last 100 years of the piControl simulation.
Further details on these experiments can be found in <xref ref-type="bibr" rid="bib1.bibx64" id="text.49"/>, <xref ref-type="bibr" rid="bib1.bibx94" id="text.50"/>, and <xref ref-type="bibr" rid="bib1.bibx90" id="text.51"/>.</p>
      <p id="d1e833">WOMBAT includes two DIC tracers, one being forced by the prescribed atmospheric <inline-formula><mml:math id="M45" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> concentration (PI: 284.3 ppm; LIG: 275 ppm), and the other forced by a constant atmospheric <inline-formula><mml:math id="M46" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> concentration of 280 ppm. Unless otherwise stated, all of the analyses presented here are based on the tracers forced with <inline-formula><mml:math id="M47" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> concentrations of 280 ppm, while the climate response is forced with the radiative forcing of 284.3 ppm for PI and 275 ppm for the LIG. This allows quantification of the effects of the LIG climate on the carbon cycle independently of the difference in background <inline-formula><mml:math id="M48" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> concentrations.</p>
<sec id="Ch1.S2.SS1.SSS1">
  <label>2.1.1</label><title>Model evaluation</title>
      <p id="d1e888">After a 3000-year and 1000-year spin up of the physical and biogeochemical states, a 500-year piControl run was generated and used to assess the performances of the ACCESS-ESM1.5. The drifts in the piControl simulation are described in <xref ref-type="bibr" rid="bib1.bibx94" id="text.52"/> and are <inline-formula><mml:math id="M49" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">8.5</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">5</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M50" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C century<inline-formula><mml:math id="M51" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> for SST, 5.3 <inline-formula><mml:math id="M52" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<inline-formula><mml:math id="M53" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula><inline-formula><mml:math id="M54" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C per century for global ocean temperatures, 7.6 <inline-formula><mml:math id="M55" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<inline-formula><mml:math id="M56" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">4</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> psu per century for sea surface salinity (SSS), and 8.8 <inline-formula><mml:math id="M57" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<inline-formula><mml:math id="M58" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">4</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> psu per century for global ocean salinity. The drift in total ocean productivity is <inline-formula><mml:math id="M59" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">0.0163</mml:mn></mml:mrow></mml:math></inline-formula> PgC yr<inline-formula><mml:math id="M60" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> per century and that in carbon flux is <inline-formula><mml:math id="M61" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">0.0048</mml:mn></mml:mrow></mml:math></inline-formula> PgC yr<inline-formula><mml:math id="M62" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> per century. The net pre-industrial carbon flux is 0.02 and 0.08 PgC yr<inline-formula><mml:math id="M63" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> for land and ocean, respectively.</p>
      <p id="d1e1058"><xref ref-type="bibr" rid="bib1.bibx94" id="text.53"/> present results from the historical simulation performed with the ACCESS-ESM1.5 and evaluate the performance with respect to available observations. Here, we summarize the model performance pertaining to the SO. The model has a warm SST bias in the SO, possibly resulting from a too shallow and warm summer mixed layer; however, the climatological sea ice extent in the SO closely follows the observations <xref ref-type="bibr" rid="bib1.bibx23" id="paren.54"/>. The ACCESS-ESM1.5 captures the surface patterns of nutrients relatively well, showing a 0.89 correlation with the surface phosphate distribution from World Ocean Atlas <xref ref-type="bibr" rid="bib1.bibx28" id="paren.55"/>. The simulated primary productivity is higher over 40–45 <inline-formula><mml:math id="M64" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>S compared to observations <xref ref-type="bibr" rid="bib1.bibx1" id="paren.56"/>, which leads to an increased uptake of <inline-formula><mml:math id="M65" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> compared to the observed estimates <xref ref-type="bibr" rid="bib1.bibx75" id="paren.57"/>. Compared to the GLODAP dataset <xref ref-type="bibr" rid="bib1.bibx48" id="paren.58"/>, phosphate and alkalinity concentrations are underestimated in the Southern Ocean by <inline-formula><mml:math id="M66" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">0.4</mml:mn></mml:mrow></mml:math></inline-formula>–0.8 and <inline-formula><mml:math id="M67" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">50</mml:mn></mml:mrow></mml:math></inline-formula>–100 mmol m<inline-formula><mml:math id="M68" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>, respectively.  In addition, the oxygen concentration is <inline-formula><mml:math id="M69" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">50</mml:mn></mml:mrow></mml:math></inline-formula>–100 mmol m<inline-formula><mml:math id="M70" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> higher in the ACCESS-ESM1.5 across all depths <xref ref-type="bibr" rid="bib1.bibx27" id="paren.59"/>. These biases could result from a strong ocean ventilation or a weak biological pump in the SO. Further details on model performance and evaluation can be found in <xref ref-type="bibr" rid="bib1.bibx94" id="text.60"/>.</p>
</sec>
</sec>
<sec id="Ch1.S2.SS2">
  <label>2.2</label><?xmltex \opttitle{p{$\protect\chem{CO_{2}}$} decomposition}?><title>p<inline-formula><mml:math id="M71" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> decomposition</title>
      <p id="d1e1181">Changes in surface p<inline-formula><mml:math id="M72" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>, which ultimately control the direction and magnitude of air–sea fluxes, can further be decomposed into contributions from SST, SSS, DIC, and ALK <xref ref-type="bibr" rid="bib1.bibx71" id="paren.61"/>. The SST contribution is calculated as
            <disp-formula id="Ch1.E1" content-type="numbered"><label>1</label><mml:math id="M73" display="block"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi mathvariant="normal">p</mml:mi><mml:msubsup><mml:mrow class="chem"><mml:mi mathvariant="normal">CO</mml:mi></mml:mrow><mml:mn mathvariant="normal">2</mml:mn><mml:mi mathvariant="normal">SST</mml:mi></mml:msubsup><mml:mo>=</mml:mo><mml:msup><mml:mi>e</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi mathvariant="italic">γ</mml:mi><mml:mi mathvariant="normal">SST</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi mathvariant="normal">SST</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:msup><mml:mo>×</mml:mo><mml:mi mathvariant="normal">p</mml:mi><mml:msup><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow><mml:mi mathvariant="normal">PI</mml:mi></mml:msup><mml:mo>-</mml:mo><mml:mi mathvariant="normal">p</mml:mi><mml:msup><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow><mml:mi mathvariant="normal">PI</mml:mi></mml:msup><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>
          where <inline-formula><mml:math id="M74" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi mathvariant="normal">p</mml:mi><mml:msup><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow><mml:mi mathvariant="normal">SST</mml:mi></mml:msup></mml:mrow></mml:math></inline-formula> represents the contribution of SST change to surface p<inline-formula><mml:math id="M75" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> change and <inline-formula><mml:math id="M76" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">γ</mml:mi><mml:mi mathvariant="normal">SST</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.0423</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M77" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C<inline-formula><mml:math id="M78" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> is the sensitivity of p<inline-formula><mml:math id="M79" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> changes to changes in SST <xref ref-type="bibr" rid="bib1.bibx71" id="paren.62"/>.
<inline-formula><mml:math id="M80" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi mathvariant="normal">SST</mml:mi></mml:mrow></mml:math></inline-formula> is the difference in SST between LIG and PI, and p<inline-formula><mml:math id="M81" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M82" display="inline"><mml:msup><mml:mi/><mml:mi mathvariant="normal">PI</mml:mi></mml:msup></mml:math></inline-formula> is the surface seawater p<inline-formula><mml:math id="M83" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> from the piControl simulation.</p>
      <p id="d1e1388">The SSS, DIC, and ALK contributions are calculated as
            <disp-formula id="Ch1.E2" content-type="numbered"><label>2</label><mml:math id="M84" display="block"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:msup><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">pCO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow><mml:mi>X</mml:mi></mml:msup><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="italic">γ</mml:mi><mml:mi>X</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi>X</mml:mi></mml:mrow><mml:mover accent="true"><mml:mi>X</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover></mml:mfrac></mml:mstyle><mml:mo>×</mml:mo><mml:msup><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">pCO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow><mml:mi mathvariant="normal">PI</mml:mi></mml:msup><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>
          where <inline-formula><mml:math id="M85" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:msup><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">pCO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow><mml:mi>X</mml:mi></mml:msup></mml:mrow></mml:math></inline-formula> represents the contribution of change in variable <inline-formula><mml:math id="M86" display="inline"><mml:mi>X</mml:mi></mml:math></inline-formula> (SSS, DIC, and ALK) to surface p<inline-formula><mml:math id="M87" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> change, <inline-formula><mml:math id="M88" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi>X</mml:mi></mml:mrow></mml:math></inline-formula> is the change in <inline-formula><mml:math id="M89" display="inline"><mml:mi>X</mml:mi></mml:math></inline-formula> between LIG and PI, <inline-formula><mml:math id="M90" display="inline"><mml:mover accent="true"><mml:mi>X</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover></mml:math></inline-formula> is the mean value of <inline-formula><mml:math id="M91" display="inline"><mml:mi>X</mml:mi></mml:math></inline-formula> at PI, and <inline-formula><mml:math id="M92" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">γ</mml:mi><mml:mi>X</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> is the sensitivity of p<inline-formula><mml:math id="M93" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> changes to changes in variable <inline-formula><mml:math id="M94" display="inline"><mml:mi>X</mml:mi></mml:math></inline-formula> (<inline-formula><mml:math id="M95" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">γ</mml:mi><mml:mi mathvariant="normal">DIC</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> is known as the Revelle factor), with <inline-formula><mml:math id="M96" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">γ</mml:mi><mml:mi mathvariant="normal">SSS</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula>,
            <disp-formula id="Ch1.Ex1"><mml:math id="M97" display="block"><mml:mrow><mml:msub><mml:mi mathvariant="italic">γ</mml:mi><mml:mi mathvariant="normal">DIC</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mfenced close="" open="{"><mml:mtable class="array" columnalign="left right"><mml:mtr><mml:mtd><mml:mrow><mml:mn mathvariant="normal">15</mml:mn><mml:mo>,</mml:mo></mml:mrow></mml:mtd><mml:mtd><mml:mrow><mml:mtext>if</mml:mtext><mml:mspace linebreak="nobreak" width="0.25em"/><mml:mspace linebreak="nobreak" width="0.25em"/><mml:mspace width="0.25em" linebreak="nobreak"/><mml:mspace linebreak="nobreak" width="0.25em"/><mml:mspace width="0.25em" linebreak="nobreak"/><mml:mi mathvariant="normal">lat</mml:mi><mml:mo>≥</mml:mo><mml:mn mathvariant="normal">60</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mrow><mml:mn mathvariant="normal">13</mml:mn><mml:mo>,</mml:mo></mml:mrow></mml:mtd><mml:mtd><mml:mrow><mml:mi mathvariant="normal">lat</mml:mi><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">60</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mfenced></mml:mrow></mml:math></disp-formula>
          and
            <disp-formula id="Ch1.Ex2"><mml:math id="M98" display="block"><mml:mrow><mml:msub><mml:mi mathvariant="italic">γ</mml:mi><mml:mi mathvariant="normal">ALK</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mfenced open="{" close=""><mml:mtable class="array" columnalign="left right"><mml:mtr><mml:mtd><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">12</mml:mn><mml:mo>,</mml:mo></mml:mrow></mml:mtd><mml:mtd><mml:mrow><mml:mtext>if</mml:mtext><mml:mspace linebreak="nobreak" width="0.25em"/><mml:mspace linebreak="nobreak" width="0.25em"/><mml:mspace linebreak="nobreak" width="0.25em"/><mml:mspace linebreak="nobreak" width="0.25em"/><mml:mspace linebreak="nobreak" width="0.25em"/><mml:mi mathvariant="normal">lat</mml:mi><mml:mo>≥</mml:mo><mml:mn mathvariant="normal">60</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">11</mml:mn><mml:mo>,</mml:mo></mml:mrow></mml:mtd><mml:mtd><mml:mrow><mml:mi mathvariant="normal">lat</mml:mi><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">60</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup><mml:mo>.</mml:mo></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mfenced></mml:mrow></mml:math></disp-formula>
          These values are based on previous estimates of the meridional profiles of DIC and ALK buffer factors <xref ref-type="bibr" rid="bib1.bibx71 bib1.bibx74 bib1.bibx20 bib1.bibx45" id="paren.63"/>, although uncertainties still remain regarding these estimates. This decomposition helps shed light on the independent effects of different physical variables to the net surface p<inline-formula><mml:math id="M99" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> change.</p>
</sec>
<sec id="Ch1.S2.SS3">
  <label>2.3</label><title>Carbon partitioning</title>
      <p id="d1e1718">To better quantify changes in the carbon cycle between the LIG and PI experiments, we split the total DIC into its remineralized (C<inline-formula><mml:math id="M100" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">org</mml:mi></mml:msub></mml:math></inline-formula>), dissolved carbonate (C<inline-formula><mml:math id="M101" display="inline"><mml:msub><mml:mi/><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CaCO</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msub></mml:mrow></mml:msub></mml:math></inline-formula>), and preformed (C<inline-formula><mml:math id="M102" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">pre</mml:mi></mml:msub></mml:math></inline-formula>) components using the equations listed below.</p>
      <p id="d1e1752">C<inline-formula><mml:math id="M103" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">org</mml:mi></mml:msub></mml:math></inline-formula> can be estimated from regenerated phosphate (PO<inline-formula><mml:math id="M104" display="inline"><mml:mrow><mml:msubsup><mml:mi/><mml:mn mathvariant="normal">4</mml:mn><mml:mi mathvariant="normal">Reg</mml:mi></mml:msubsup></mml:mrow></mml:math></inline-formula>) using the <inline-formula><mml:math id="M105" display="inline"><mml:mrow class="chem"><mml:mi mathvariant="normal">C</mml:mi><mml:mo>:</mml:mo><mml:mi mathvariant="normal">P</mml:mi></mml:mrow></mml:math></inline-formula> stoichiometric ratio (<inline-formula><mml:math id="M106" display="inline"><mml:mrow><mml:msub><mml:mi>r</mml:mi><mml:mrow class="chem"><mml:mi mathvariant="normal">C</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mo>:</mml:mo><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">P</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula>=106) <xref ref-type="bibr" rid="bib1.bibx44" id="paren.64"/>:
            <disp-formula id="Ch1.E3" content-type="numbered"><label>3</label><mml:math id="M107" display="block"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mrow class="chem"><mml:mi mathvariant="normal">C</mml:mi></mml:mrow><mml:mi mathvariant="normal">org</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>r</mml:mi><mml:mrow class="chem"><mml:mi mathvariant="normal">C</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mo>:</mml:mo><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">P</mml:mi></mml:mrow></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi><mml:msubsup><mml:mrow class="chem"><mml:mi mathvariant="normal">PO</mml:mi></mml:mrow><mml:mn mathvariant="normal">4</mml:mn><mml:mi mathvariant="normal">Reg</mml:mi></mml:msubsup><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula></p>
      <p id="d1e1851">PO<inline-formula><mml:math id="M108" display="inline"><mml:mrow><mml:msubsup><mml:mi/><mml:mn mathvariant="normal">4</mml:mn><mml:mi mathvariant="normal">Reg</mml:mi></mml:msubsup></mml:mrow></mml:math></inline-formula> can be approximated using apparent oxygen utilization (AOU) and the <inline-formula><mml:math id="M109" display="inline"><mml:mrow class="chem"><mml:mi mathvariant="normal">P</mml:mi><mml:mo>:</mml:mo><mml:msub><mml:mi mathvariant="normal">O</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> stoichiometric ratio (<inline-formula><mml:math id="M110" display="inline"><mml:mrow><mml:msub><mml:mi>r</mml:mi><mml:mrow class="chem"><mml:mi mathvariant="normal">P</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mo>:</mml:mo><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msub><mml:mi mathvariant="normal">O</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn mathvariant="normal">1</mml:mn><mml:mo>/</mml:mo><mml:mn mathvariant="normal">172</mml:mn></mml:mrow></mml:math></inline-formula>) <xref ref-type="bibr" rid="bib1.bibx44 bib1.bibx17" id="paren.65"/>:
            <disp-formula id="Ch1.E4" content-type="numbered"><label>4</label><mml:math id="M111" display="block"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:msubsup><mml:mrow class="chem"><mml:mi mathvariant="normal">PO</mml:mi></mml:mrow><mml:mn mathvariant="normal">4</mml:mn><mml:mi mathvariant="normal">Reg</mml:mi></mml:msubsup><mml:mo>=</mml:mo><mml:msub><mml:mi>r</mml:mi><mml:mrow><mml:msub><mml:mrow class="chem"><mml:mi mathvariant="normal">P</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mo>:</mml:mo><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">O</mml:mi></mml:mrow><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi mathvariant="normal">AOU</mml:mi><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula></p>
      <p id="d1e1954">AOU estimates the oxygen consumed during respiration and can be calculated as the difference of dissolved oxygen concentration (<inline-formula><mml:math id="M112" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">O</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>) from the saturated concentration of oxygen (<inline-formula><mml:math id="M113" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">O</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M114" display="inline"><mml:msup><mml:mi/><mml:mi mathvariant="normal">sat</mml:mi></mml:msup></mml:math></inline-formula>) <xref ref-type="bibr" rid="bib1.bibx88" id="paren.66"/>:
            <disp-formula id="Ch1.E5" content-type="numbered"><label>5</label><mml:math id="M115" display="block"><mml:mrow><mml:mi mathvariant="normal">AOU</mml:mi><mml:mo>=</mml:mo><mml:msup><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">O</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow><mml:mi mathvariant="normal">sat</mml:mi></mml:msup><mml:mo>(</mml:mo><mml:mi>T</mml:mi><mml:mo>,</mml:mo><mml:mi>S</mml:mi><mml:mo>)</mml:mo><mml:mo>-</mml:mo><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">O</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula></p>
      <p id="d1e2029">This can then be used to infer the efficiency of the biological pump (BP<inline-formula><mml:math id="M116" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">Eff</mml:mi></mml:msub></mml:math></inline-formula>) as per <xref ref-type="bibr" rid="bib1.bibx44" id="text.67"/>:
            <disp-formula id="Ch1.E6" content-type="numbered"><label>6</label><mml:math id="M117" display="block"><mml:mrow><mml:mover accent="true"><mml:mrow><mml:msub><mml:mi mathvariant="normal">BP</mml:mi><mml:mi mathvariant="normal">Eff</mml:mi></mml:msub></mml:mrow><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mo>=</mml:mo><mml:mover accent="true"><mml:mrow><mml:msubsup><mml:mrow class="chem"><mml:mi mathvariant="normal">PO</mml:mi></mml:mrow><mml:mn mathvariant="normal">4</mml:mn><mml:mi mathvariant="normal">Reg</mml:mi></mml:msubsup></mml:mrow><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mo>/</mml:mo><mml:mover accent="true"><mml:mrow><mml:msub><mml:mrow class="chem"><mml:mi mathvariant="normal">PO</mml:mi></mml:mrow><mml:mn mathvariant="normal">4</mml:mn></mml:msub></mml:mrow><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>
          where <inline-formula><mml:math id="M118" display="inline"><mml:mover accent="true"><mml:mi>X</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover></mml:math></inline-formula> is the mean value of <inline-formula><mml:math id="M119" display="inline"><mml:mi>X</mml:mi></mml:math></inline-formula>.</p>
      <p id="d1e2104">The contribution to DIC from the carbonate pump is estimated by
            <disp-formula id="Ch1.E7" content-type="numbered"><label>7</label><mml:math id="M120" display="block"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mrow class="chem"><mml:mi mathvariant="normal">C</mml:mi></mml:mrow><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CaCO</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msub></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.5</mml:mn><mml:mo>×</mml:mo><mml:mfenced open="[" close="]"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi mathvariant="normal">ALK</mml:mi><mml:mo>+</mml:mo><mml:msub><mml:mi>r</mml:mi><mml:mrow class="chem"><mml:mi mathvariant="normal">N</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mo>:</mml:mo><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">P</mml:mi></mml:mrow></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi><mml:msubsup><mml:mrow class="chem"><mml:mi mathvariant="normal">PO</mml:mi></mml:mrow><mml:mn mathvariant="normal">4</mml:mn><mml:mi mathvariant="normal">Reg</mml:mi></mml:msubsup></mml:mrow></mml:mfenced><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>
          where the term <inline-formula><mml:math id="M121" display="inline"><mml:mrow><mml:msub><mml:mi>r</mml:mi><mml:mrow class="chem"><mml:mi mathvariant="normal">N</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mo>:</mml:mo><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">P</mml:mi></mml:mrow></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M122" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">PO</mml:mi><mml:mn mathvariant="normal">4</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M123" display="inline"><mml:msup><mml:mi/><mml:mi mathvariant="normal">Reg</mml:mi></mml:msup></mml:math></inline-formula> accounts for the reduction in ALK from production of nitrate (NO<inline-formula><mml:math id="M124" display="inline"><mml:mrow><mml:msubsup><mml:mi/><mml:mn mathvariant="normal">3</mml:mn><mml:mo>-</mml:mo></mml:msubsup></mml:mrow></mml:math></inline-formula>) <xref ref-type="bibr" rid="bib1.bibx71" id="paren.68"/>, which is estimated using <inline-formula><mml:math id="M125" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">PO</mml:mi><mml:mn mathvariant="normal">4</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M126" display="inline"><mml:msup><mml:mi/><mml:mi mathvariant="normal">Reg</mml:mi></mml:msup></mml:math></inline-formula> and the <inline-formula><mml:math id="M127" display="inline"><mml:mrow class="chem"><mml:mi mathvariant="normal">N</mml:mi><mml:mo>:</mml:mo><mml:mi mathvariant="normal">P</mml:mi></mml:mrow></mml:math></inline-formula> stoichiometric ratio (<inline-formula><mml:math id="M128" display="inline"><mml:mrow><mml:msub><mml:mi>r</mml:mi><mml:mrow class="chem"><mml:mi mathvariant="normal">N</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mo>:</mml:mo><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">P</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn mathvariant="normal">16</mml:mn></mml:mrow></mml:math></inline-formula>). Finally, the preformed carbon concentration (C<inline-formula><mml:math id="M129" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">pre</mml:mi></mml:msub></mml:math></inline-formula>) is obtained as follows:
            <disp-formula id="Ch1.E8" content-type="numbered"><label>8</label><mml:math id="M130" display="block"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mrow class="chem"><mml:mi mathvariant="normal">C</mml:mi></mml:mrow><mml:mi mathvariant="normal">pre</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi mathvariant="normal">DIC</mml:mi><mml:mo>-</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mrow class="chem"><mml:mi mathvariant="normal">C</mml:mi></mml:mrow><mml:mi mathvariant="normal">org</mml:mi></mml:msub><mml:mo>-</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mrow class="chem"><mml:mi mathvariant="normal">C</mml:mi></mml:mrow><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CaCO</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msub></mml:mrow></mml:msub><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula></p>
</sec>
</sec>
<sec id="Ch1.S3">
  <label>3</label><title>Results</title>
      <p id="d1e2338">Changes in the climate system are presented first (Sect. 3.1), followed by their effects on air–sea gas exchange in the SO (Sect. 3.2). To understand these, we next quantify the different contributors to changes in surface p<inline-formula><mml:math id="M131" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> (Sect. 3.3) and finish by analysing deep-ocean changes and the global oceanic carbon inventory (Sect. 3.4). Unless stated otherwise, the SO is defined as the ocean area south of 40<inline-formula><mml:math id="M132" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S.</p>
<sec id="Ch1.S3.SS1">
  <label>3.1</label><title>Ocean dynamics and sea ice cover</title>
      <p id="d1e2368">As a result of the insolation anomalies and associated feedbacks, the global mean annual SST anomaly at the LIG compared to PI as simulated by the ACCESS-ESM1.5 is equal to 0.17 <inline-formula><mml:math id="M133" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C, with a pronounced warming at high latitudes and maximum positive SST anomalies over the North Atlantic (up to 4 <inline-formula><mml:math id="M134" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C, <xref ref-type="bibr" rid="bib1.bibx90" id="altparen.69"/>). Our simulated temperatures are in line with the range of PMIP4 lig127k simulations <xref ref-type="bibr" rid="bib1.bibx65" id="paren.70"/>. A model–data comparison of  the LIG climate state is presented in <xref ref-type="bibr" rid="bib1.bibx90" id="text.71"/>.</p>
      <p id="d1e2398">A mean 0.53 <inline-formula><mml:math id="M135" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C warming is simulated over the SO south of 40<inline-formula><mml:math id="M136" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S (Fig. <xref ref-type="fig" rid="Ch1.F1"/>a).
Warmer conditions are simulated everywhere south of 50<inline-formula><mml:math id="M137" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S apart from a <inline-formula><mml:math id="M138" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 1 <inline-formula><mml:math id="M139" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C cooling centred at 58<inline-formula><mml:math id="M140" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S in the South Atlantic and up to a 1.5 <inline-formula><mml:math id="M141" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C cooling in the subantarctic eastern Pacific. The strongest warming is simulated over the Southeast Atlantic and Indian Ocean sectors (up to 3 <inline-formula><mml:math id="M142" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C). Regional SSTs up to 4 <inline-formula><mml:math id="M143" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C higher are simulated around 60<inline-formula><mml:math id="M144" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S for both austral spring (Fig. <xref ref-type="fig" rid="App1.Ch1.S1.F5"/>b) and summer (not shown). The higher SSTs over the SO compared to PI are accompanied by a marked reduction in sea ice extent over both austral summer and winter (Fig. <xref ref-type="fig" rid="Ch1.F1"/>a), peaking at 41 % reduction in austral winter (Fig. <xref ref-type="fig" rid="App1.Ch1.S1.F5"/>a).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F1" specific-use="star"><?xmltex \currentcnt{1}?><?xmltex \def\figurename{Figure}?><label>Figure 1</label><caption><p id="d1e2501">Annual mean <bold>(a)</bold> SST anomalies (<inline-formula><mml:math id="M145" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C) between LIG and PI overlaid with 15 % sea ice concentration (black for PI, magenta for LIG, solid lines for DJF, dashed lines for JJA). The value in the box shows the SO (40–90<inline-formula><mml:math id="M146" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S) mean <inline-formula><mml:math id="M147" display="inline"><mml:mi mathvariant="normal">Δ</mml:mi></mml:math></inline-formula>SST.
<bold>(b)</bold> Anomalies of the Ekman pumping velocities between LIG and PI (ms<inline-formula><mml:math id="M148" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) overlaid with sea ice concentration (as in <bold>a</bold>).
<bold>(c)</bold> Global mean meridional streamfunction (Sv) for PI and <bold>(d)</bold> LIG. Positive values indicate clockwise water mass transport, and negative values indicate anticlockwise transport.
Zonal mean <bold>(e)</bold> winds (ms<inline-formula><mml:math id="M149" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>), and
<bold>(f)</bold> Ekman pumping velocities (ms<inline-formula><mml:math id="M150" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) over the SO for PI (blue) and LIG (red).</p></caption>
          <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://cp.copernicus.org/articles/18/507/2022/cp-18-507-2022-f01.png"/>

        </fig>

      <p id="d1e2595">A 1.5<inline-formula><mml:math id="M151" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> equatorward shift of the SH westerlies is simulated at the LIG (Fig. <xref ref-type="fig" rid="Ch1.F1"/>e), with a 10 % weakening of the winds south of 50<inline-formula><mml:math id="M152" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S. This leads to <inline-formula><mml:math id="M153" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 10 % weaker upwelling south of 55<inline-formula><mml:math id="M154" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S and up to <inline-formula><mml:math id="M155" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 20 % stronger upwelling north of 55<inline-formula><mml:math id="M156" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S (Fig. <xref ref-type="fig" rid="Ch1.F1"/>f). Seasonally, the largest changes in upwelling are found for the winter and spring seasons (Fig. <xref ref-type="fig" rid="App1.Ch1.S1.F5"/>c and d). The equatorward shift of the westerlies reduces the northward Ekman transport south of 55<inline-formula><mml:math id="M157" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S, leading to warming, while the higher Ekman transport north of 55<inline-formula><mml:math id="M158" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S induces a cooling around 50<inline-formula><mml:math id="M159" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S (Fig. <xref ref-type="fig" rid="Ch1.F1"/>a and b). The Antarctic Circumpolar Current is weaker, and the transport through Drake Passage is reduced from PI by <inline-formula><mml:math id="M160" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 55 Sv (not shown).</p>
</sec>
<sec id="Ch1.S3.SS2">
  <label>3.2</label><title>Response of the air–sea gas exchange</title>
      <p id="d1e2700">These physical changes in the SO impact the carbon cycle and the air–sea <inline-formula><mml:math id="M161" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> exchange (Fig. <xref ref-type="fig" rid="Ch1.F2"/>). It is worth reiterating here that we analyse changes in the carbon cycle using tracers for a constant atmospheric <inline-formula><mml:math id="M162" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> concentration of 280 ppm for both simulations (Sect. 2.1), which enables us to solely analyse the impact of climatic and oceanic circulation changes on the carbon cycle. The <inline-formula><mml:math id="M163" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> flux over the SO at PI shows a carbon uptake near the Antarctic coast, an outgassing band between 65–45<inline-formula><mml:math id="M164" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S, and another uptake zone further north (Fig. <xref ref-type="fig" rid="Ch1.F2"/>a and blue line in d). This <inline-formula><mml:math id="M165" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> outgassing is due to the upwelling of DIC-rich deep waters (Fig. <xref ref-type="fig" rid="Ch1.F1"/>f). At the LIG, the upwelling region widens over the sectors of the Atlantic and Indian oceans, and narrows over the eastern Pacific Ocean sector (Fig. <xref ref-type="fig" rid="Ch1.F2"/>). There is a strong increase in outgassing in the sectors of the Atlantic and western Indian oceans, as well as at <inline-formula><mml:math id="M166" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 67<inline-formula><mml:math id="M167" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S in the eastern Pacific Ocean sectors (Fig. <xref ref-type="fig" rid="Ch1.F2"/>c and red line in d). An increase in <inline-formula><mml:math id="M168" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> uptake is simulated in the Amundsen, Bellinghausen, Weddell, Lazarev, Riiser-Larsen, and Ross seas and the subantarctic eastern Pacific (Fig. <xref ref-type="fig" rid="Ch1.F2"/>c). The zonal mean <inline-formula><mml:math id="M169" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> flux in Fig. <xref ref-type="fig" rid="Ch1.F2"/>d shows a small increase in uptake south of 62<inline-formula><mml:math id="M170" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S, possibly due to reduced mixing and reduced winter sea ice cover. Overall, there is a net increase in the mean SO outgassing by <inline-formula><mml:math id="M171" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 150 % at the LIG compared to PI (Fig. <xref ref-type="fig" rid="Ch1.F2"/>e). This increase in outgassing mostly occurs during the austral winter and spring seasons (Fig. <xref ref-type="fig" rid="App1.Ch1.S1.F5"/>e and f).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F2" specific-use="star"><?xmltex \currentcnt{2}?><?xmltex \def\figurename{Figure}?><label>Figure 2</label><caption><p id="d1e2833">Annual mean air–sea <inline-formula><mml:math id="M172" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> flux (mol C m<inline-formula><mml:math id="M173" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> yr<inline-formula><mml:math id="M174" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) for <bold>(a)</bold> PI, <bold>(b)</bold> LIG, and <bold>(c)</bold> LIG<inline-formula><mml:math id="M175" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>PI.
Red colours indicate outgassing of <inline-formula><mml:math id="M176" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> from the ocean, and blue colours indicate uptake by the ocean. Thick black lines show the zero line contour.
<bold>(d)</bold> Zonal mean <inline-formula><mml:math id="M177" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> flux (mol C m<inline-formula><mml:math id="M178" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> yr<inline-formula><mml:math id="M179" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) over the SO for PI (blue) and LIG (red).
<bold>(e)</bold> Mean <inline-formula><mml:math id="M180" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> flux over the SO (mol C m<inline-formula><mml:math id="M181" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> yr<inline-formula><mml:math id="M182" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) for PI (blue) and LIG (red).</p></caption>
          <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://cp.copernicus.org/articles/18/507/2022/cp-18-507-2022-f02.png"/>

        </fig>

      <p id="d1e2982">This increased outgassing over the SO is compensated by increased uptake over other ocean basins, especially the North Pacific subpolar gyre, the South Atlantic Ocean, and the Northwest Indian Ocean, while higher outgassing is simulated in the North Atlantic (Fig. <xref ref-type="fig" rid="App1.Ch1.S1.F6"/>). In this paper, we focus primarily on the SO. To better understand the SO changes, we decompose the oceanic p<inline-formula><mml:math id="M183" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> changes into their different components.</p>
</sec>
<sec id="Ch1.S3.SS3">
  <label>3.3</label><title>Changes in surface carbon dioxide partial pressure</title>
      <p id="d1e3006">The air–sea gas exchange is primarily controlled by the seawater partial pressure of <inline-formula><mml:math id="M184" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> (p<inline-formula><mml:math id="M185" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>). Using the equations presented in Sect. 2.2, Fig. <xref ref-type="fig" rid="Ch1.F3"/> shows a decomposition of the changes in p<inline-formula><mml:math id="M186" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> into their SST, SSS, DIC, and ALK contributions. In line with the net increase in SO outgassing at the LIG (Fig. <xref ref-type="fig" rid="Ch1.F2"/>), the net p<inline-formula><mml:math id="M187" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> over the SO is 1.2 <inline-formula><mml:math id="M188" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>atm higher at the LIG compared to PI (black circle) (Fig. <xref ref-type="fig" rid="Ch1.F3"/>a).  In agreement with the changes in air–sea <inline-formula><mml:math id="M189" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> flux, surface p<inline-formula><mml:math id="M190" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> is higher in a zonal band centred at <inline-formula><mml:math id="M191" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 55<inline-formula><mml:math id="M192" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S, while it is lower in coastal regions (contours in Fig. <xref ref-type="fig" rid="Ch1.F3"/>b and black line in Fig. <xref ref-type="fig" rid="Ch1.F3"/>g). The contributions from individual components add up to reflect the simulated differences reasonably well in terms of both magnitude (1.4 <inline-formula><mml:math id="M193" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>atm, grey square in Fig. <xref ref-type="fig" rid="Ch1.F3"/>a) and spatial distribution (Fig. <xref ref-type="fig" rid="Ch1.F3"/>b), affirming the validity of the decomposition method. The overall slightly positive p<inline-formula><mml:math id="M194" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> anomaly at the LIG compared to PI results from the competing effects of lower <inline-formula><mml:math id="M195" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> solubility (red triangle, <inline-formula><mml:math id="M196" display="inline"><mml:mrow><mml:mo>+</mml:mo><mml:mn mathvariant="normal">5.65</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M197" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>atm) and changes in surface DIC and ALK (blue diamond, <inline-formula><mml:math id="M198" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">4.25</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M199" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>atm).</p>

      <?xmltex \floatpos{p}?><fig id="Ch1.F3"><?xmltex \currentcnt{3}?><?xmltex \def\figurename{Figure}?><label>Figure 3</label><caption><p id="d1e3184">Attribution of changes in annual mean surface p<inline-formula><mml:math id="M200" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> over the SO (<inline-formula><mml:math id="M201" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>atm).
<bold>(a)</bold> Summary of decomposition of p<inline-formula><mml:math id="M202" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> over the SO. Simulated difference in p<inline-formula><mml:math id="M203" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> (black circle) and sum of contributions from all components (grey square, Sect. 2.2). p<inline-formula><mml:math id="M204" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> change from solubility (SST <inline-formula><mml:math id="M205" display="inline"><mml:mo>+</mml:mo></mml:math></inline-formula> SSS, red triangle) and the sum of DIC and ALK components (blue diamond) are given in the same panel. Individual contributions from SST (brown triangle), SSS (magenta triangle), DIC (cyan diamond), and ALK (green diamond) are also shown. <bold>(b)</bold> Map of the sum of p<inline-formula><mml:math id="M206" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> contributions from all components (corresponding to grey square in <bold>a</bold>) in shading, overlaid with the p<inline-formula><mml:math id="M207" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> change simulated by the model as contours (corresponding to black circle in <bold>a</bold>). Maps of individual p<inline-formula><mml:math id="M208" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> contributions from
<bold>(c)</bold> SST (corresponding to the brown triangle in <bold>a</bold>),
<bold>(d)</bold> DIC and ALK (corresponding to the blue diamond in <bold>a</bold>),
<bold>(e)</bold> DIC (corresponding to the cyan diamond in <bold>a</bold>), and
<bold>(f)</bold> ALK (corresponding to the green diamond in <bold>a</bold>).
<bold>(g)</bold> Zonal mean contributions to p<inline-formula><mml:math id="M209" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> over the SO (<inline-formula><mml:math id="M210" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>atm) for simulated <inline-formula><mml:math id="M211" display="inline"><mml:mi mathvariant="normal">Δ</mml:mi></mml:math></inline-formula>p<inline-formula><mml:math id="M212" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> (black), sum of contributions from all components (grey), solubility (red), sum of DIC and ALK components (blue), SST (dashed brown), SSS (dashed magenta), DIC (dashed cyan), and ALK changes (dashed green) are each shown individually. Note the non-linear scale given for the top and bottom thirds of <bold>(g)</bold>.</p></caption>
          <?xmltex \igopts{width=241.848425pt}?><graphic xlink:href="https://cp.copernicus.org/articles/18/507/2022/cp-18-507-2022-f03.png"/>

        </fig>

      <p id="d1e3368">The largest contributor to solubility is SST (brown triangle), while the largest contributor of the combined DIC and ALK effect is DIC (cyan diamond in Fig. <xref ref-type="fig" rid="Ch1.F3"/>a). Higher SSTs in the SO at the LIG lead to a 5.8 <inline-formula><mml:math id="M213" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>atm p<inline-formula><mml:math id="M214" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> increase (brown triangle in Fig. <xref ref-type="fig" rid="Ch1.F3"/>a). This SST-induced increase is present over most of the SO and is highest over the South Atlantic, Indian, and West Pacific regions (Fig. <xref ref-type="fig" rid="Ch1.F3"/>c). Changes in SSS do not contribute significantly to the p<inline-formula><mml:math id="M215" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> anomalies (magenta triangle in Figs. <xref ref-type="fig" rid="Ch1.F3"/>a and <xref ref-type="fig" rid="App1.Ch1.S1.F7"/>d). Changes in DIC cause the largest single contribution to the overall p<inline-formula><mml:math id="M216" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> change, with the net decrease in surface DIC leading to a <inline-formula><mml:math id="M217" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">10.9</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M218" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>atm p<inline-formula><mml:math id="M219" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> change (cyan diamond in Fig. <xref ref-type="fig" rid="Ch1.F3"/>a). As an exception to this, the higher DIC concentrations in the Atlantic Ocean around 55<inline-formula><mml:math id="M220" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S and in the eastern Pacific sector between 60–70<inline-formula><mml:math id="M221" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S  (Figs. <xref ref-type="fig" rid="App1.Ch1.S1.F5"/>g, h, and <xref ref-type="fig" rid="App1.Ch1.S1.F8"/>d) lead to higher p<inline-formula><mml:math id="M222" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> (Fig. <xref ref-type="fig" rid="Ch1.F3"/>e). This higher DIC is due to increased upwelling in these regions (Figs. <xref ref-type="fig" rid="Ch1.F1"/>b and <xref ref-type="fig" rid="App1.Ch1.S1.F5"/>c, d), resulting from the equatorward shift of the SH westerlies. The contributions based on changes in ALK and DIC have very similar patterns, albeit of opposite signs, with a small difference over the West Pacific around 50<inline-formula><mml:math id="M223" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S. The combined effect of ALK and DIC changes leads to a total net decrease in p<inline-formula><mml:math id="M224" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> by 4.25 <inline-formula><mml:math id="M225" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>atm due to the higher impact of changes in DIC (<inline-formula><mml:math id="M226" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">10.9</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M227" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>atm, cyan diamond) compared to ALK (<inline-formula><mml:math id="M228" display="inline"><mml:mrow><mml:mo>+</mml:mo><mml:mn mathvariant="normal">6.65</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M229" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>atm, green diamond). Overall, south of 45<inline-formula><mml:math id="M230" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S, changes in SST lead to an overall increase in p<inline-formula><mml:math id="M231" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>, with the highest contributions over the Indian and West Pacific sectors of the SO, while changes in DIC lead to an overall decrease of p<inline-formula><mml:math id="M232" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>, with the strongest reductions in the South Atlantic, Indian, and West Pacific sectors of the SO but an increase in the Amundsen Sea sector (Fig. <xref ref-type="fig" rid="Ch1.F3"/>).</p>
      <p id="d1e3595">The zonal mean patterns of these contributions are presented in Fig. <xref ref-type="fig" rid="Ch1.F3"/>g. Coastal regions around Antarctica south of <inline-formula><mml:math id="M233" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 75<inline-formula><mml:math id="M234" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S show that the lower <inline-formula><mml:math id="M235" display="inline"><mml:mi mathvariant="normal">Δ</mml:mi></mml:math></inline-formula>p<inline-formula><mml:math id="M236" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>, both simulated (black line) and calculated (grey line), primarily arise from the combined DIC and ALK component (blue line) that is mainly attributed to the lower DIC (dashed cyan line) compensated by changes in ALK (dashed green line). Between 70 and 60<inline-formula><mml:math id="M237" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S, <inline-formula><mml:math id="M238" display="inline"><mml:mi mathvariant="normal">Δ</mml:mi></mml:math></inline-formula>p<inline-formula><mml:math id="M239" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> anomalies are close to zero as the reduced <inline-formula><mml:math id="M240" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> solubility due to higher SSTs (red line) is compensated by the combined DIC and ALK changes (blue line).
Between 60 and 45<inline-formula><mml:math id="M241" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S, the simulated surface ocean <inline-formula><mml:math id="M242" display="inline"><mml:mi mathvariant="normal">Δ</mml:mi></mml:math></inline-formula>p<inline-formula><mml:math id="M243" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> is positive (<inline-formula><mml:math id="M244" display="inline"><mml:mo lspace="0mm">∼</mml:mo></mml:math></inline-formula> 2 <inline-formula><mml:math id="M245" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>atm, black line) as the effect of higher SSTs dominates over the combined ALK and DIC components. North of <inline-formula><mml:math id="M246" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 45<inline-formula><mml:math id="M247" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S, the positive <inline-formula><mml:math id="M248" display="inline"><mml:mi mathvariant="normal">Δ</mml:mi></mml:math></inline-formula>p<inline-formula><mml:math id="M249" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> signal arises from the DIC <inline-formula><mml:math id="M250" display="inline"><mml:mo>+</mml:mo></mml:math></inline-formula> ALK component, while solubility mitigates the anomaly (Fig. <xref ref-type="fig" rid="Ch1.F3"/>g).</p>
      <p id="d1e3760">Figure <xref ref-type="fig" rid="Ch1.F3"/>g shows that while solubility is mostly controlled by changes in SST, contributions from SSS changes are important south of 72<inline-formula><mml:math id="M251" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S. Similarly, DIC has the dominant control over the DIC <inline-formula><mml:math id="M252" display="inline"><mml:mo>+</mml:mo></mml:math></inline-formula> ALK component. The contributions from both the solubility and (DIC <inline-formula><mml:math id="M253" display="inline"><mml:mo>+</mml:mo></mml:math></inline-formula> ALK) components reach their maxima (solubility being positive and DIC <inline-formula><mml:math id="M254" display="inline"><mml:mo>+</mml:mo></mml:math></inline-formula> ALK being negative) around 62<inline-formula><mml:math id="M255" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S, which corresponds to the maximum divergence in wind-driven surface currents (Fig. <xref ref-type="fig" rid="Ch1.F1"/>f). To summarize, the higher overall p<inline-formula><mml:math id="M256" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> (and hence lower air–sea <inline-formula><mml:math id="M257" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> flux) at the LIG compared to PI can be attributed to higher SSTs south of 45<inline-formula><mml:math id="M258" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S, and the combined DIC <inline-formula><mml:math id="M259" display="inline"><mml:mo>+</mml:mo></mml:math></inline-formula> ALK component between 45 and 35<inline-formula><mml:math id="M260" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S due to the equatorward shift of the upwelling regions (Fig. <xref ref-type="fig" rid="Ch1.F3"/>g). The SST patterns have already been discussed in Sect. 3.1. DIC patterns (Fig. <xref ref-type="fig" rid="App1.Ch1.S1.F8"/>d) can result from changes in circulation and the biological pump. These are investigated in the next section.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F4" specific-use="star"><?xmltex \currentcnt{4}?><?xmltex \def\figurename{Figure}?><label>Figure 4</label><caption><p id="d1e3861">Global marine carbon budget and decomposition. Global zonal and annual mean anomalies of
<bold>(a)</bold> dissolved oxygen concentration (<inline-formula><mml:math id="M261" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M262" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>),
<bold>(c)</bold> phosphate concentration (<inline-formula><mml:math id="M263" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M264" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>),
<bold>(e)</bold> regenerated phosphate concentration (<inline-formula><mml:math id="M265" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M266" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>),
<bold>(g)</bold> preformed phosphate concentration (<inline-formula><mml:math id="M267" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M268" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>),
<bold>(b)</bold> total DIC (<inline-formula><mml:math id="M269" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M270" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>),
<bold>(d)</bold> remineralized carbon (<inline-formula><mml:math id="M271" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M272" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>),
<bold>(f)</bold> dissolved carbonate (<inline-formula><mml:math id="M273" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M274" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>), and
<bold>(h)</bold> preformed DIC (<inline-formula><mml:math id="M275" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M276" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) are given in the individual panels.
Note that the phosphate components <bold>(c, e, g)</bold> and the DIC components <bold>(b, d, f, h)</bold> each share common colour bars.</p></caption>
          <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://cp.copernicus.org/articles/18/507/2022/cp-18-507-2022-f04.png"/>

        </fig>

</sec>
<sec id="Ch1.S3.SS4">
  <label>3.4</label><title>Deep-ocean changes and carbon inventory</title>
      <p id="d1e4073">Figure <xref ref-type="fig" rid="Ch1.F1"/>c and d show that North Atlantic Deep Water (NADW) formation is <inline-formula><mml:math id="M277" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">5</mml:mn></mml:mrow></mml:math></inline-formula> Sv higher in our LIG simulation compared to the PI simulation, leading to colder waters at depths of 1–2 km between 0–60<inline-formula><mml:math id="M278" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, accompanied by higher SSTs and SSSs in the Labrador Sea (not shown). We also simulate a <inline-formula><mml:math id="M279" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 4 Sv reduction in AABW formation (Fig. <xref ref-type="fig" rid="Ch1.F1"/>c and d). This reduction in AABW formation results in a warming of SO deep waters by up to 2 <inline-formula><mml:math id="M280" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C compared to PI.  Due to a northward shift and weakening of winds (Fig. <xref ref-type="fig" rid="Ch1.F1"/>e, f), the Antarctic Intermediate Water (AAIW) formation regions  shift northward and the AAIW formation rate slows down <xref ref-type="bibr" rid="bib1.bibx16" id="paren.72"/>. The higher SST, equatorward-shifted upwelling, and reduced sea ice extent lead to an increase in net primary production (NPP) and export production over the SO of <inline-formula><mml:math id="M281" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 17 % and <inline-formula><mml:math id="M282" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 11 % respectively (Fig. <xref ref-type="fig" rid="App1.Ch1.S1.F8"/>a and b).</p>
      <p id="d1e4137">These circulation changes impact the DIC distribution in the ocean (Fig. <xref ref-type="fig" rid="Ch1.F4"/>b). For instance, the reduced formation rate of AAIW (Fig. <xref ref-type="fig" rid="Ch1.F1"/>d) increases residence times and leads to lower dissolved oxygen (Fig. <xref ref-type="fig" rid="Ch1.F4"/>a), higher <inline-formula><mml:math id="M283" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">PO</mml:mi><mml:mn mathvariant="normal">4</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> (Fig. <xref ref-type="fig" rid="Ch1.F4"/>c), higher remineralized carbon (Fig. <xref ref-type="fig" rid="Ch1.F4"/>d), and higher DIC concentrations (Fig. <xref ref-type="fig" rid="Ch1.F4"/>b) at intermediate depths of the SO north of 55<inline-formula><mml:math id="M284" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S. Similarly, the increased accumulation of nutrients and DIC, as well as oxygen depletion in deep and abyssal waters (Fig. <xref ref-type="fig" rid="Ch1.F4"/>a, b and c), can be attributed to a weaker AABW formation rate (Fig. <xref ref-type="fig" rid="Ch1.F1"/>d), which results in a higher efficiency of the biological pump, as detailed below.</p>
      <p id="d1e4177">The ACCESS-ESM1.5 simulates a <inline-formula><mml:math id="M285" display="inline"><mml:mrow><mml:mo>≥</mml:mo><mml:mn mathvariant="normal">50</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M286" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M287" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> decrease in oxygen everywhere below 3 km at the LIG compared to PI. A decrease in oxygen can also be seen in the SO across all depths, including a northward-reaching tongue attributable to AAIW at <inline-formula><mml:math id="M288" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 1 km depth extending to the Equator (Fig. <xref ref-type="fig" rid="Ch1.F4"/>a). DIC anomalies follow the patterns of dissolved oxygen, albeit with the opposite sign. The simulated DIC concentrations are <inline-formula><mml:math id="M289" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 50 <inline-formula><mml:math id="M290" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M291" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> higher across all depths in the SO and globally below 3.5 km depth (Fig. <xref ref-type="fig" rid="Ch1.F4"/>b).</p>
      <p id="d1e4249">DIC anomalies are decomposed into contributions from remineralized organic carbon, dissolved calcium carbonate, and preformed carbon components (Fig. <xref ref-type="fig" rid="Ch1.F4"/>d, f and h, Sect. 2.3). A total of 60 % of the DIC increase in the SO and abyssal ocean can be attributed to an increase in remineralized carbon (Fig. <xref ref-type="fig" rid="Ch1.F4"/>d) resulting from a 10 % more efficient biological pump (Eq. 6, Sect. 2.3). This increase in remineralized carbon  can be attributed to increased residence times, which are in turn due to weaker bottom- and intermediate-water formation rates (Fig. <xref ref-type="fig" rid="Ch1.F1"/>c and d). Weaker AABW and AAIW indeed lead to positive apparent oxygen utilization (AOU) and regenerated <inline-formula><mml:math id="M292" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">PO</mml:mi><mml:mn mathvariant="normal">4</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> anomalies (Fig. <xref ref-type="fig" rid="Ch1.F4"/>e). In addition, a 2 <inline-formula><mml:math id="M293" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C warming of bottom waters leads to a <inline-formula><mml:math id="M294" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 6 % increase in remineralization rates, thus further contributing to the higher remineralized carbon. Around 25 % of the abyssal increase in DIC is attributed to the carbonate pump (Fig. <xref ref-type="fig" rid="Ch1.F4"/>f). This reflects changes in NPP, export production (Fig. <xref ref-type="fig" rid="App1.Ch1.S1.F8"/>), and water mass residence times, given that carbonate production is a constant percentage of total NPP in this model setup and carbonate dissolution is constant and independent of water chemistry or temperature. Preformed DIC represents only <inline-formula><mml:math id="M295" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 5 % of the DIC changes (Fig. <xref ref-type="fig" rid="Ch1.F4"/>h). This increased sequestration of DIC in the deep ocean reduces the surface DIC concentration (Figs. <xref ref-type="fig" rid="App1.Ch1.S1.F8"/> and <xref ref-type="fig" rid="App1.Ch1.S1.F5"/>g, h), thus contributing to a lowering of surface p<inline-formula><mml:math id="M296" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> (Fig. <xref ref-type="fig" rid="Ch1.F3"/>e and g).</p>
      <p id="d1e4320">For the Northern Hemisphere, stronger NADW (Fig. <xref ref-type="fig" rid="Ch1.F1"/>c and d) results in decreased DIC concentrations in intermediate and deep waters of the North Atlantic by up to 75 <inline-formula><mml:math id="M297" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M298" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> (Fig. <xref ref-type="fig" rid="Ch1.F4"/>b). This negative DIC anomaly can be explained by a decrease in both remineralized  and preformed DIC. Stronger NADW subducts more DIC-depleted surface waters into the deep ocean <xref ref-type="bibr" rid="bib1.bibx17" id="paren.73"/> and reduces residence times, thus leading to a decrease in remineralized carbon. This is also associated with a <inline-formula><mml:math id="M299" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 40 <inline-formula><mml:math id="M300" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M301" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> increase in dissolved oxygen content (Fig. <xref ref-type="fig" rid="Ch1.F4"/>a) and an up to 0.75 <inline-formula><mml:math id="M302" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M303" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> decrease in <inline-formula><mml:math id="M304" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">PO</mml:mi><mml:mn mathvariant="normal">4</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> concentration (Fig. <xref ref-type="fig" rid="Ch1.F4"/>c). The reduction in preformed carbon (Fig. <xref ref-type="fig" rid="Ch1.F4"/>h) is most likely due to a new NADW formation site in the Labrador Sea and a slight northward shift of the deep-water formation regions in the Norwegian and Greenland seas.</p>
</sec>
</sec>
<sec id="Ch1.S4" sec-type="conclusions">
  <label>4</label><title>Discussion and conclusion</title>
      <p id="d1e4425">We analyse the SO marine carbon cycle response to warmer conditions as simulated in an equilibrium simulation of the LIG.
The lig127k simulation performed with the ACCESS-ESM1.5 presented here displays an annual mean warming of 0.53 <inline-formula><mml:math id="M305" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C at the surface of the SO compared to PI. This simulated southern high-latitude warming (Fig. <xref ref-type="fig" rid="Ch1.F1"/>a) is in agreement with the multi-model mean of the PMIP4 lig127k simulations, although it is at the higher end of the spectrum <xref ref-type="bibr" rid="bib1.bibx65" id="paren.74"/>. Seasonally, we simulate regional SSTs up to 4 <inline-formula><mml:math id="M306" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C higher around 60<inline-formula><mml:math id="M307" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S for both the austral spring and summer, in line with both proxy records <xref ref-type="bibr" rid="bib1.bibx10 bib1.bibx37" id="paren.75"/> and the PMIP3 125 ka experiment performed with the NORESM-1ME model <xref ref-type="bibr" rid="bib1.bibx47" id="paren.76"/>, while the PMIP4 lig127k multi-model mean for austral summer displays less than 0.5 <inline-formula><mml:math id="M308" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C warming over the SO <xref ref-type="bibr" rid="bib1.bibx65" id="paren.77"/>. The simulated SO sea ice concentration at the LIG for austral winter (Figs. <xref ref-type="fig" rid="Ch1.F1"/> and <xref ref-type="fig" rid="App1.Ch1.S1.F5"/>) is also in good agreement with those inferred in previous studies <xref ref-type="bibr" rid="bib1.bibx39 bib1.bibx40" id="paren.78"/>, even though the changes in Antarctic sea ice area of the ACCESS-ESM1.5 are the largest amongst all the CMIP6-PMIP4 models <xref ref-type="bibr" rid="bib1.bibx65" id="paren.79"/>.</p>
      <p id="d1e4490">A 1.5<inline-formula><mml:math id="M309" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> equatorward shift of the westerlies, resulting in a 10 % weakening of the westerlies south of 50<inline-formula><mml:math id="M310" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S, is simulated at the LIG (Fig. <xref ref-type="fig" rid="Ch1.F1"/>e), leading to significant changes in SO upwelling (Fig. <xref ref-type="fig" rid="Ch1.F1"/>b and f). There is no clear consensus for position and strength of the SH westerlies during the LIG <xref ref-type="bibr" rid="bib1.bibx24" id="paren.80"/>, although the higher obliquity might have led to a  weakening of the westerlies compared to PI <xref ref-type="bibr" rid="bib1.bibx77" id="paren.81"/>. These changes in winds lead to a northward shift of the AAIW formation regions. Our LIG simulation is also characterized by a weakening of AABW formation rates, which might be due to changes in surface density. Significant weakening of AABW during the LIG due to Antarctic meltwater discharge has previously been inferred from paleo-proxy records <xref ref-type="bibr" rid="bib1.bibx36 bib1.bibx70" id="paren.82"/>. A shift in westerlies might also contribute to a weakening of the AABW <xref ref-type="bibr" rid="bib1.bibx61 bib1.bibx42 bib1.bibx29" id="paren.83"/>.</p>
      <p id="d1e4528">The reduced upwelling south of 55<inline-formula><mml:math id="M311" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S and weaker AABW transport simulated here lead to an increased sequestration of DIC in the deep ocean, through an increase in the efficiency of the biological pump (Fig. <xref ref-type="fig" rid="Ch1.F4"/>). This reduces the surface DIC concentrations, leading to a net reduction in outgassing over the SO, as has been previously hypothesized <xref ref-type="bibr" rid="bib1.bibx78" id="paren.84"/>. However, while the combined DIC and ALK contributions would lead to a lower p<inline-formula><mml:math id="M312" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> at the surface of the SO, this change is overcompensated by the warmer conditions (Fig. <xref ref-type="fig" rid="Ch1.F3"/>). Reduced solubility due to higher SSTs leads to an increase in outgassing over most of the SO, while the reduced sea ice cover does not seem to significantly impact the <inline-formula><mml:math id="M313" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> fluxes. Assessing the impact of sea ice changes on <inline-formula><mml:math id="M314" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> fluxes (Appendix A), we find that reduced sea ice concentration at the LIG in the Weddell and Ross seas leads to a 5 % increase in <inline-formula><mml:math id="M315" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> uptake in autumn and winter (Fig. <xref ref-type="fig" rid="App1.Ch1.S1.F9"/>).
Reduced solubility results in a net outgassing of <inline-formula><mml:math id="M316" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> over the SO, with a <inline-formula><mml:math id="M317" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula>150% increase at the LIG compared to PI (Fig. <xref ref-type="fig" rid="Ch1.F2"/>), and the largest increase over the austral winter and spring seasons (Fig. <xref ref-type="fig" rid="App1.Ch1.S1.F5"/>). The simulated NPP and export production are <inline-formula><mml:math id="M318" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula>17% and <inline-formula><mml:math id="M319" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 11 % higher, respectively, over the SO at the LIG compared to PI (Fig. <xref ref-type="fig" rid="App1.Ch1.S1.F8"/>), providing a negative feedback to the higher outgassing. Although the simulated nutrient and alkalinity concentrations are underestimated over the SO, the vertical gradients of these are captured reasonably well <xref ref-type="bibr" rid="bib1.bibx94" id="paren.85"/>. As such, these biases should not significantly impact our results.
All of our analysis is based on a constant atmospheric <inline-formula><mml:math id="M320" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> concentration of 280 ppm to allow quantification of the effects of the LIG climate on the carbon cycle independently of the background <inline-formula><mml:math id="M321" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> concentration. However, this constant atmospheric <inline-formula><mml:math id="M322" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> concentration neglects feedbacks related to <inline-formula><mml:math id="M323" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> uptake and outgassing. Nevertheless, the lower <inline-formula><mml:math id="M324" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> at LIG (275 ppm) compared to PI (284.3 ppm) would suggest the LIG SO to be an even greater <inline-formula><mml:math id="M325" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> source to the atmosphere, implying a stronger sink somewhere else in the ocean or on land <xref ref-type="bibr" rid="bib1.bibx6" id="paren.86"/>.</p>
      <p id="d1e4707">Numerical studies have unequivocally shown the impact of changes in the magnitude of the westerlies on the carbon cycle, with stronger westerlies leading to increased upwelling and SO outgassing and vice-versa <xref ref-type="bibr" rid="bib1.bibx61 bib1.bibx62 bib1.bibx15 bib1.bibx54 bib1.bibx55 bib1.bibx42 bib1.bibx30" id="paren.87"><named-content content-type="pre">e.g.</named-content></xref>; however, the impact of changes in the latitudinal position of the westerlies on the carbon cycle is less certain  <xref ref-type="bibr" rid="bib1.bibx15 bib1.bibx83 bib1.bibx54 bib1.bibx42 bib1.bibx30" id="paren.88"><named-content content-type="pre">e.g.</named-content></xref>. Given the simulated increase in DIC content in the deeper SO and the reduced DIC at the surface of the SO, our simulations suggest that the simulated equatorward shift of the westerlies reduces the SO <inline-formula><mml:math id="M326" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> outgassing.</p>
      <p id="d1e4732">SH westerlies are projected to strengthen and shift poleward over the coming century <xref ref-type="bibr" rid="bib1.bibx11 bib1.bibx92 bib1.bibx32" id="paren.89"/>, contrary to the LIG simulations presented here. An increase in SO NPP at the LIG is simulated here, in line with CMIP6  projections of the coming century <xref ref-type="bibr" rid="bib1.bibx51" id="paren.90"/>. Thus, changes in the carbon cycle simulated at the LIG may not serve as a good analogue for potential future changes. Nevertheless, the simulated enhanced SO <inline-formula><mml:math id="M327" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> outgassing, despite a slight equatorward shift of the westerlies, supports a weaker capability of the Southern Ocean to take up anthropogenic <inline-formula><mml:math id="M328" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> over the coming century.</p>
</sec>

      
      </body>
    <back><app-group>

<app id="App1.Ch1.S1">
  <?xmltex \currentcnt{A}?><label>Appendix A</label><title>Effect of sea ice on air–sea gas exchange</title>
      <p id="d1e4775">To estimate the effect of sea ice changes at the LIG on the air–sea gas exchange, we use a modified version of the equation of <inline-formula><mml:math id="M329" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> flux from <xref ref-type="bibr" rid="bib1.bibx87" id="text.91"/>:
          <disp-formula id="App1.Ch1.S1.E9" content-type="numbered"><label>A1</label><mml:math id="M330" display="block"><mml:mrow><mml:msub><mml:mi>F</mml:mi><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn mathvariant="normal">7.7</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">4</mml:mn></mml:mrow></mml:msup><mml:mo>×</mml:mo><mml:mo>|</mml:mo><mml:msup><mml:mi>U</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mo>|</mml:mo><mml:mo>×</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">pCO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow><mml:mo>×</mml:mo><mml:mo>(</mml:mo><mml:mn mathvariant="normal">1</mml:mn><mml:mo>-</mml:mo><mml:mi mathvariant="normal">Sc</mml:mi><mml:mo>)</mml:mo><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>
        where <inline-formula><mml:math id="M331" display="inline"><mml:mrow><mml:msub><mml:mi>F</mml:mi><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> is the <inline-formula><mml:math id="M332" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> flux (mol C m<inline-formula><mml:math id="M333" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> yr<inline-formula><mml:math id="M334" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>), <inline-formula><mml:math id="M335" display="inline"><mml:mi>U</mml:mi></mml:math></inline-formula> is the average wind speed (m s<inline-formula><mml:math id="M336" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>), <inline-formula><mml:math id="M337" display="inline"><mml:mi mathvariant="normal">Δ</mml:mi></mml:math></inline-formula>p<inline-formula><mml:math id="M338" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> is the difference in partial pressure of <inline-formula><mml:math id="M339" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> between ocean surface and atmosphere (<inline-formula><mml:math id="M340" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>atm), and Sc is the sea ice concentration. To investigate the effect of LIG sea ice changes on the LIG <inline-formula><mml:math id="M341" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> flux, we estimate <inline-formula><mml:math id="M342" display="inline"><mml:mrow><mml:msub><mml:mi>F</mml:mi><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> using both LIG Sc and PI Sc, while keeping all the other variables at LIG values. The resulting patterns are presented in Fig. <xref ref-type="fig" rid="App1.Ch1.S1.F9"/>. Figure <xref ref-type="fig" rid="App1.Ch1.S1.F9"/> shows that the reduced sea ice during LIG compared to PI leads to a less than 5 % increase in carbon sink over the Ross Sea region all year round and over the Weddell Sea region in autumn and winter and an around 2 % increase in outgassing in the Lazarev and Weddell seas.</p>

      <?xmltex \floatpos{p}?><fig id="App1.Ch1.S1.F5" specific-use="star"><?xmltex \currentcnt{A1}?><?xmltex \def\figurename{Figure}?><label>Figure A1</label><caption><p id="d1e4997">Seasonal anomalies for austral winter, (JJA, <bold>a</bold>, <bold>c</bold>, <bold>e</bold>, <bold>g</bold>) and austral spring (SON, <bold>b</bold>, <bold>d</bold>, <bold>f</bold>, <bold>h</bold>) of <bold>(a, b)</bold> SST (<inline-formula><mml:math id="M343" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C) overlaid with 50 % sea ice concentration (dashed for PI and solid for LIG),
<bold>(c, d)</bold> Ekman pumping velocities (ms<inline-formula><mml:math id="M344" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) overlaid with 50 % sea ice concentration (dashed for PI and solid for LIG),
<bold>(e, f)</bold> sea–air <inline-formula><mml:math id="M345" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> flux (mol C m<inline-formula><mml:math id="M346" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> yr<inline-formula><mml:math id="M347" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>, with positive indicating outgassing from and negative indicating uptake by the ocean), and
<bold>(g, h)</bold> surface DIC concentrations (<inline-formula><mml:math id="M348" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M349" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>).</p></caption>
        <?xmltex \igopts{width=361.35pt}?><graphic xlink:href="https://cp.copernicus.org/articles/18/507/2022/cp-18-507-2022-f05.png"/>

      </fig>

      <?xmltex \floatpos{p}?><fig id="App1.Ch1.S1.F6" specific-use="star"><?xmltex \currentcnt{A2}?><?xmltex \def\figurename{Figure}?><label>Figure A2</label><caption><p id="d1e5123"><bold>(a)</bold> Annual mean air–sea <inline-formula><mml:math id="M350" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> flux (mol C m<inline-formula><mml:math id="M351" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> yr<inline-formula><mml:math id="M352" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) for LIG<inline-formula><mml:math id="M353" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>PI. Red colours indicate outgassing of <inline-formula><mml:math id="M354" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> from the ocean, and blue colours indicate uptake by the ocean. Thick black lines show the zero line contour.
<bold>(b)</bold> Zonal mean <inline-formula><mml:math id="M355" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> flux (mol C m<inline-formula><mml:math id="M356" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> yr<inline-formula><mml:math id="M357" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) for PI (blue) and LIG (red).</p></caption>
        <?xmltex \igopts{width=361.35pt}?><graphic xlink:href="https://cp.copernicus.org/articles/18/507/2022/cp-18-507-2022-f06.png"/>

      </fig>

      <?xmltex \floatpos{p}?><fig id="App1.Ch1.S1.F7" specific-use="star"><?xmltex \currentcnt{A3}?><?xmltex \def\figurename{Figure}?><label>Figure A3</label><caption><p id="d1e5229">Maps of individual p<inline-formula><mml:math id="M358" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> contributions (<inline-formula><mml:math id="M359" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>atm) from
<bold>(a)</bold> SST (corresponding to the brown triangle in Fig. <xref ref-type="fig" rid="Ch1.F3"/>a) and
<bold>(b)</bold> SSS (corresponding to the magenta triangle in Fig. <xref ref-type="fig" rid="Ch1.F3"/>a).</p></caption>
        <?xmltex \igopts{width=426.791339pt}?><graphic xlink:href="https://cp.copernicus.org/articles/18/507/2022/cp-18-507-2022-f07.png"/>

      </fig>

      <?xmltex \floatpos{p}?><fig id="App1.Ch1.S1.F8" specific-use="star"><?xmltex \currentcnt{A4}?><?xmltex \def\figurename{Figure}?><label>Figure A4</label><caption><p id="d1e5270">Changes in annual mean productivity and related variables.
<bold>(a)</bold> Anomalies of depth-integrated annual mean NPP (as chlorophyll in seawater, kg m<inline-formula><mml:math id="M360" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) overlaid with 15 % sea ice concentration (black for PI, red for LIG, solid lines for DJF, and dashed lines for JJA).
<bold>(b)</bold> Anomalies of annual mean detrital concentration at 200 m depth (kg m<inline-formula><mml:math id="M361" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) overlaid with sea ice (same as <bold>a</bold>).
<bold>(c)</bold> Anomalies of annual mean surface phosphate concentrations (<inline-formula><mml:math id="M362" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M363" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) overlaid with sea ice (same as <bold>a</bold>).
<bold>(d)</bold> Anomalies of annual mean surface DIC concentrations (<inline-formula><mml:math id="M364" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M365" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) overlaid with sea ice (same as <bold>a</bold>).</p></caption>
        <?xmltex \igopts{width=497.923228pt}?><graphic xlink:href="https://cp.copernicus.org/articles/18/507/2022/cp-18-507-2022-f08.png"/>

      </fig>

      <?xmltex \floatpos{p}?><fig id="App1.Ch1.S1.F9" specific-use="star"><?xmltex \currentcnt{A5}?><?xmltex \def\figurename{Figure}?><label>Figure A5</label><caption><p id="d1e5368">Calculated seasonal <inline-formula><mml:math id="M366" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> fluxes using LIG <inline-formula><mml:math id="M367" display="inline"><mml:mi mathvariant="normal">Δ</mml:mi></mml:math></inline-formula>p<inline-formula><mml:math id="M368" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>, winds and (left) LIG sea-ice concentration, (middle) PI sea ice concentrations, and (right) differences in <inline-formula><mml:math id="M369" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> flux for calculations using the LIG sea ice concentrations compared to PI sea ice concentrations. Note the reduced colour scale in the right-hand column. Calculations are based on <xref ref-type="bibr" rid="bib1.bibx86" id="text.92"/> and <xref ref-type="bibr" rid="bib1.bibx87" id="text.93"/>. The red and blue contours indicate 15 % sea ice concentrations for LIG and PI, respectively.</p></caption>
        <?xmltex \igopts{width=497.923228pt}?><graphic xlink:href="https://cp.copernicus.org/articles/18/507/2022/cp-18-507-2022-f09.png"/>

      </fig>

<?xmltex \hack{\clearpage}?>
</app>
  </app-group><notes notes-type="codedataavailability"><title>Code and data availability</title>

      <p id="d1e5430">Outputs of the variables from the lig127k simulation used in this paper are
archived on the CMIP6 ESGF website at <ext-link xlink:href="https://doi.org/10.22033/ESGF/CMIP6.13703" ext-link-type="DOI">10.22033/ESGF/CMIP6.13703</ext-link> <xref ref-type="bibr" rid="bib1.bibx89" id="paren.94"/>.</p>
  </notes><notes notes-type="authorcontribution"><title>Author contributions</title>

      <p id="d1e5442">DC performed all of the analysis and writing of the results. LM and KJM provided support with the interpretation and writing of the results. NKHY performed the lig127k simulation. MC and TZ contributed to the model setup and troubleshooting. All authors contributed towards the final manuscript.</p>
  </notes><notes notes-type="competinginterests"><title>Competing interests</title>

      <p id="d1e5448">At least one of the co-authors is a member of the editorial board of <italic>Climate of the Past</italic>. The peer-review process was guided by an independent editor, and the authors also have no other competing interests to declare.</p>
  </notes><notes notes-type="disclaimer"><title>Disclaimer</title>

      <p id="d1e5457">Publisher's note: Copernicus Publications remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.</p>
  </notes><ack><title>Acknowledgements</title><p id="d1e5463">The simulations were conducted and analysed at the National Computing Infrastructure (NCI) National Facility at the Australian National University, through awards under the Merit Allocation Scheme, the Intersect Allocation Scheme, and the UNSW HPC at NCI scheme.</p></ack><notes notes-type="financialsupport"><title>Financial support</title>

      <p id="d1e5468">This research has been supported by the Australian Research Council (grant nos. DP180100048 and FT180100606).</p>
  </notes><notes notes-type="reviewstatement"><title>Review statement</title>

      <p id="d1e5474">This paper was edited by Qiuzhen Yin and reviewed by two anonymous referees.</p>
  </notes><ref-list>
    <title>References</title>

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