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  <front>
    <journal-meta>
<journal-id journal-id-type="publisher">ESD</journal-id>
<journal-title-group>
<journal-title>Earth System Dynamics</journal-title>
<abbrev-journal-title abbrev-type="publisher">ESD</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Earth Syst. Dynam.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2190-4987</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/esd-8-129-2017</article-id><title-group><article-title>Changes in the seasonal cycle of the Atlantic meridional heat transport in a RCP 8.5 climate projection in MPI-ESM</article-title>
      </title-group><?xmltex \runningtitle{Projected changes in the seasonal cycle of the OHT}?><?xmltex \runningauthor{M.~Fischer et al.}?>
      <contrib-group>
        <contrib contrib-type="author" corresp="no" rid="aff1">
          <name><surname>Fischer</surname><given-names>Matthias</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2 aff3">
          <name><surname>Domeisen</surname><given-names>Daniela I. V.</given-names></name>
          
        <ext-link>https://orcid.org/0000-0002-1463-929X</ext-link></contrib>
        <contrib contrib-type="author" corresp="no" rid="aff4">
          <name><surname>Müller</surname><given-names>Wolfgang A.</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="yes" rid="aff1">
          <name><surname>Baehr</surname><given-names>Johanna</given-names></name>
          <email>johanna.baehr@uni-hamburg.de</email>
        </contrib>
        <aff id="aff1"><label>1</label><institution>Institute of Oceanography, Center for Earth System Research and
Sustainability, Universität Hamburg, Bundesstrasse 53, 20146 Hamburg,
Germany</institution>
        </aff>
        <aff id="aff2"><label>2</label><institution>GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany</institution>
        </aff>
        <aff id="aff3"><label>3</label><institution>University of Kiel, Kiel, Germany</institution>
        </aff>
        <aff id="aff4"><label>4</label><institution>Max Planck Institute for Meteorology, Hamburg, Germany</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">Johanna Baehr (johanna.baehr@uni-hamburg.de)</corresp></author-notes><pub-date><day>22</day><month>February</month><year>2017</year></pub-date>
      
      <volume>8</volume>
      <issue>1</issue>
      <fpage>129</fpage><lpage>146</lpage>
      <history>
        <date date-type="received"><day>6</day><month>June</month><year>2016</year></date>
           <date date-type="rev-request"><day>16</day><month>June</month><year>2016</year></date>
           <date date-type="rev-recd"><day>17</day><month>December</month><year>2016</year></date>
           <date date-type="accepted"><day>4</day><month>January</month><year>2017</year></date>
      </history>
      <permissions>
<license license-type="open-access">
<license-p>This work is licensed under a Creative Commons Attribution 3.0 Unported License. To view a copy of this license, visit <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/3.0/">http://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
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<self-uri xlink:href="https://esd.copernicus.org/articles/8/129/2017/esd-8-129-2017.pdf">The full text article is available as a PDF file from https://esd.copernicus.org/articles/8/129/2017/esd-8-129-2017.pdf</self-uri>


      <abstract>
    <p>We investigate changes in the seasonal cycle of the Atlantic Ocean meridional
heat transport (OHT) in a climate projection experiment with the Max Planck
Institute Earth System Model (MPI-ESM) performed for the Coupled Model
Intercomparison Project Phase 5 (CMIP5). Specifically, we compare a
Representative Concentration Pathway (RCP) RCP 8.5 climate change scenario,
covering the simulation period from 2005 to 2300, to a historical simulation,
covering the simulation period from 1850 to 2005. In RCP 8.5, the OHT
declines by 30–50 % in comparison to the historical simulation in the
North Atlantic by the end of the 23rd century. The decline in the OHT is
accompanied by a change in the seasonal cycle of the total OHT and its
components. We decompose the OHT into overturning and gyre component. For the
OHT seasonal cycle, we find a northward shift of 5<inline-formula><mml:math id="M1" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> and
latitude-dependent shifts between 1 and 6 months that are mainly associated
with changes in the meridional velocity field. We find that the changes in
the OHT seasonal cycle predominantly result from changes in the wind-driven
surface circulation, which projects onto the overturning component of the OHT
in the tropical and subtropical North Atlantic. This leads in turn to
latitude-dependent shifts between 1 and 6 months in the overturning
component. In comparison to the historical simulation, in the subpolar North
Atlantic, in RCP 8.5 we find a reduction of the North Atlantic Deep Water
formation and changes in the gyre heat transport result in a strongly
weakened seasonal cycle with a weakened amplitude by the end of the 23rd
century.</p>
  </abstract>
    </article-meta>
  </front>
<body>
      

<sec id="Ch1.S1" sec-type="intro">
  <title>Introduction</title>
      <p>Global surface temperatures are projected to warm – depending on the
considered climate change scenario – intensively over the next centuries
<xref ref-type="bibr" rid="bib1.bibx44" id="paren.1"/>, accompanied by a projected shift in the amplitude and
phase of the seasonal cycle of surface air temperatures <xref ref-type="bibr" rid="bib1.bibx26" id="paren.2"/>. In
concert, the Atlantic meridional overturning circulation (AMOC) is projected
to slow down <xref ref-type="bibr" rid="bib1.bibx88 bib1.bibx44" id="paren.3"/>, which can be attributed to a
reduction of deep water formation in the North Atlantic, especially in the
Labrador Sea and Greenland Sea <xref ref-type="bibr" rid="bib1.bibx87" id="paren.4"/>. The associated Atlantic
Ocean meridional heat transport (OHT) is also expected to weaken due to the
direct linear relation of AMOC and OHT found in observations and model
studies <xref ref-type="bibr" rid="bib1.bibx46 bib1.bibx63" id="paren.5"/>. However, it is unclear how climate
change along with a projected shift in the seasonal cycle of surface
temperatures affects the seasonal cycle of the ocean circulation, and
especially of the OHT. Here, we investigate projected changes in the OHT
seasonal cycle in a Coupled Model Intercomparison Project Phase 5 (CMIP5)
climate projection <xref ref-type="bibr" rid="bib1.bibx84" id="paren.6"/> performed in the global coupled
Max Planck Institute Earth System Model (MPI-ESM). In the CMIP5
Representative Concentration Pathway (RCP) RCP 8.5, surface air temperatures
are projected to increase by about 8 <inline-formula><mml:math id="M2" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C in the global mean by the year
2300 in the CMIP5 multi-model ensemble <xref ref-type="bibr" rid="bib1.bibx44" id="paren.7"/>. The warming
manifests itself over the continents and in particular in polar regions where
an increase in surface temperatures of more than 20 <inline-formula><mml:math id="M3" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C arises in
climate projections until 2300
<xref ref-type="bibr" rid="bib1.bibx44 bib1.bibx4" id="paren.8"><named-content content-type="pre">e.g.</named-content></xref>. Due to the strong
warming in polar latitudes, the meridional temperature gradient from the
equator to the poles is also strongly reduced in the Northern Hemisphere. The
atmospheric circulation patterns are projected to move poleward in concert
with the increase in surface temperature, leading to a poleward expansion of
the tropical cell and an associated poleward shift of the jet stream
<xref ref-type="bibr" rid="bib1.bibx14 bib1.bibx42 bib1.bibx44" id="paren.9"/>, while the response of the
storm track exhibits a more complex pattern <xref ref-type="bibr" rid="bib1.bibx91" id="paren.10"/>. A warmer
planet has been shown to lead to an expansion of the Hadley cell and a
poleward shift of the westerlies in both dynamical core <xref ref-type="bibr" rid="bib1.bibx12" id="paren.11"/> and
complex climate models <xref ref-type="bibr" rid="bib1.bibx55" id="paren.12"/>, following a systematically warmer Northern
Hemisphere <xref ref-type="bibr" rid="bib1.bibx85" id="paren.13"><named-content content-type="pre">e.g.</named-content></xref>. Under global warming, the
hemispheric temperature asymmetry increases, leading to an additional
northward shift of the intertropical convergence zone (ITCZ) and the position of the westerlies. A number of
mechanisms have been proposed for the shift of the Hadley circulation and the
westerlies <xref ref-type="bibr" rid="bib1.bibx56" id="paren.14"><named-content content-type="post"> and references therein</named-content></xref>.</p>
      <p>In contrast to the general warming, the surface air temperatures show a
prominent area of reduced warming over the North Atlantic subpolar gyre (SPG)
in the set of CMIP5 climate projections that might be associated with an
adjustment of the Atlantic meridional overturning circulation
<xref ref-type="bibr" rid="bib1.bibx25" id="paren.15"/> and/or a reduction of the OHT into the SPG
<xref ref-type="bibr" rid="bib1.bibx67" id="paren.16"><named-content content-type="pre">e.g.</named-content></xref>. These changes in the surface
temperature patterns thus suggest considerable changes in the North Atlantic
Ocean circulation, the AMOC and the associated OHT.</p>
      <p>The implications of the Atlantic Ocean circulation and the OHT for the North
Atlantic sector and the European climate have been widely discussed. The AMOC
and OHT in the North Atlantic have been shown to affect the North Atlantic
heat content and the North Atlantic sea surface temperatures <xref ref-type="bibr" rid="bib1.bibx21 bib1.bibx38 bib1.bibx78 bib1.bibx64" id="paren.17"><named-content content-type="pre">SSTs;
e.g.</named-content></xref>. Changes in the North
Atlantic SSTs and the air–sea interaction appear to be important for
influencing the atmospheric circulation, the multi-decadal variability of the
North Atlantic sector, and the North American and European climate on
interannual to multi-decadal timescales
<xref ref-type="bibr" rid="bib1.bibx71 bib1.bibx82 bib1.bibx34" id="paren.18"><named-content content-type="pre">e.g.</named-content></xref>.</p>
      <p>Furthermore, a response of the North Atlantic Oscillation (NAO) to North Atlantic SSTs has
been found both in observations and model studies <xref ref-type="bibr" rid="bib1.bibx19 bib1.bibx18 bib1.bibx70 bib1.bibx31 bib1.bibx35 bib1.bibx34" id="paren.19"/>. Via the Atlantic
Multidecadal Oscillation (AMO), which is thought to be associated with AMOC
and OHT variability <xref ref-type="bibr" rid="bib1.bibx20 bib1.bibx49 bib1.bibx62 bib1.bibx92" id="paren.20"><named-content content-type="pre">e.g.</named-content></xref>, the SST variability has been linked to a number of
climate phenomena, such as Sahel rainfall, Atlantic hurricane activity, and
North American and European summer climate
<xref ref-type="bibr" rid="bib1.bibx30 bib1.bibx82 bib1.bibx50 bib1.bibx93 bib1.bibx81" id="paren.21"/>.
Recently, <xref ref-type="bibr" rid="bib1.bibx17" id="text.22"/> reported that the AMO can be reproduced in an
atmospheric circulation model coupled to a slab ocean without changes in the
ocean circulation and heat transport. They showed in their model that the AMO
is a response to the atmospheric circulation in the mid-latitudes rather than
to internal ocean dynamics. However, the specific role and direct
importance of the OHT for European climate is still controversially discussed
and the exact mechanism is not fully understood
<xref ref-type="bibr" rid="bib1.bibx11 bib1.bibx75 bib1.bibx68 bib1.bibx69" id="paren.23"><named-content content-type="pre">e.g.</named-content></xref>. The
seasonal coupling between ocean and atmosphere is less understood.
<xref ref-type="bibr" rid="bib1.bibx61" id="text.24"/> have shown an atmospheric response to Gulf Stream
variability with seasonal variations. When also considering the impact of
seasonal variations in the total OHT on European climate, the relation
becomes even more complex and thus requires a better understanding of the OHT
and its coupling to the atmosphere.</p>
      <p>Most of the present understanding stems from model analysis due to a lack of
continuous observations. These observations of the OHT rely on hydrographic
snapshots
<xref ref-type="bibr" rid="bib1.bibx7 bib1.bibx39 bib1.bibx53 bib1.bibx57" id="paren.25"><named-content content-type="pre">e.g.</named-content></xref> or
inverse methods <xref ref-type="bibr" rid="bib1.bibx58 bib1.bibx32 bib1.bibx33" id="paren.26"><named-content content-type="pre">e.g.</named-content></xref> and give estimates of the time-mean
OHT of about 1 PW at its maximum at about 20<inline-formula><mml:math id="M4" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, but they do not describe
the OHT variability <xref ref-type="bibr" rid="bib1.bibx90" id="paren.27"><named-content content-type="pre">see also</named-content></xref>. Furthermore, single
hydrographic snapshots may be affected by a seasonal bias due to the
predominance of field work during summer. Recently, the two time series of
the 26<inline-formula><mml:math id="M5" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N rapid array and observations at 41<inline-formula><mml:math id="M6" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N have indicated
interannual variability and a clear seasonal cycle of the OHT in the North
Atlantic <xref ref-type="bibr" rid="bib1.bibx46 bib1.bibx41" id="paren.28"/>.</p>
      <p>Model studies led to a better understanding of the dynamics of the seasonal
cycle of the OHT. The pioneering study by <xref ref-type="bibr" rid="bib1.bibx8" id="text.29"/> used a global
ocean circulation model forced with observed winds. Bryan pointed out the
importance of the wind-driven Ekman mass transport and of the associated
Ekman heat transport for driving the seasonal variability of the OHT, which
was also found in subsequent studies
<xref ref-type="bibr" rid="bib1.bibx73 bib1.bibx54 bib1.bibx45 bib1.bibx6 bib1.bibx13 bib1.bibx2 bib1.bibx65" id="paren.30"/>.
<xref ref-type="bibr" rid="bib1.bibx8" id="text.31"/> argued that changes in the zonally integrated wind stress, leading to
changes in the Ekman mass transport, are balanced by a barotropic return
flow. <xref ref-type="bibr" rid="bib1.bibx45" id="text.32"/> provided the theoretical and dynamical
justification for Bryan's argumentation, stressing again the important role
of the Ekman transport in the seasonal cycle of the OHT.</p>
      <p>Traditionally, the OHT is decomposed into a vertical overturning component,
which is commonly linked to the meridional overturning circulation, and a
horizontal gyre component giving correlations between the zonal deviations of the
velocity and temperature field
<xref ref-type="bibr" rid="bib1.bibx7 bib1.bibx9 bib1.bibx10 bib1.bibx77" id="paren.33"/>. The
gyre component is commonly linked to the horizontal gyre circulation and
contributions from the eddy field. Previous studies have shown that the
overturning component dominates the time mean, as well as the inter-decadal
variability of the OHT in the tropical and subtropical North Atlantic,
whereas the overturning and gyre components contribute about equally to the
OHT and its inter-decadal variability in the subpolar North Atlantic
<xref ref-type="bibr" rid="bib1.bibx28" id="paren.34"><named-content content-type="pre">e.g.</named-content></xref>.</p>
      <p>With this study, we aim to understand how the seasonal cycle of the Atlantic
Ocean meridional heat transport is affected by global warming and what
determines potential changes in the OHT seasonal cycle. For our analysis, we
use a CMIP5 climate change projection performed in MPI-ESM, with a focus on
the climate change scenario RCP 8.5. We aim to identify changes in the
seasonal cycle of OHT and its sources. To analyse different physical
mechanisms that contribute to the changes in the seasonal cycle, we analyse
the individual contributions to the total OHT on seasonal timescales.
Therefore, we decompose the OHT into gyre and overturning components, related
to the horizontal gyre circulation and to the overturning circulation in the
North Atlantic, and we consider changes in the wind-driven Ekman heat transport.</p>
</sec>
<sec id="Ch1.S2">
  <title>Model and methods</title>
<sec id="Ch1.S2.SS1">
  <title>The CMIP5 climate change scenario RCP 8.5 in MPI-ESM</title>
      <p>We analyse climate projection experiments of the CMIP5 ensemble
<xref ref-type="bibr" rid="bib1.bibx84" id="paren.35"/> performed in the coupled Max Planck Institute Earth System
model in low-resolution configuration (MPI-ESM-LR) integrated from 1850 to
2300. MPI-ESM-LR comprises the Max Planck Institute Ocean Model (MPIOM) for the ocean component and the atmospheric general circulation model ECHAM6 for the
atmospheric component <xref ref-type="bibr" rid="bib1.bibx59 bib1.bibx47 bib1.bibx79" id="paren.36"/>. In
MPIOM, the horizontal resolution is 1.5<inline-formula><mml:math id="M7" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> on average, with 40 unevenly
spaced vertical levels <xref ref-type="bibr" rid="bib1.bibx59 bib1.bibx47" id="paren.37"/>. ECHAM6 has a
horizontal resolution of T63 and includes 47 vertical levels
<xref ref-type="bibr" rid="bib1.bibx79" id="paren.38"/>.</p>
      <p>For our analysis, we focus on one member in the CMIP5 ensemble and use the
historical simulation (1850–2005) extended with the RCP 8.5 from 2006 to 2300. In RCP 8.5, a rising radiative
forcing following “business as usual” is applied, which rises to 8.5 W m<inline-formula><mml:math id="M8" 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>
in the year 2100 and further stabilises after that <xref ref-type="bibr" rid="bib1.bibx86" id="paren.39"/>. We
focus in this study on long-term changes in RCP 8.5, comparing the period
1850–1950 for the historical simulation (HIST<inline-formula><mml:math id="M9" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>) to the period
2200–2300 for the RCP 8.5 scenario (RCP<inline-formula><mml:math id="M10" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>), where we expect the
strongest changes in the North Atlantic Ocean circulation and in the seasonal
cycle of the OHT.</p>
<sec id="Ch1.S2.SS1.SSS1">
  <title>Projected changes in the North Atlantic sea surface temperatures</title>
      <p>In concert with the projected warming of surface air temperatures, the SSTs are projected to rise globally and also in the
North Atlantic sector in RCP 8.5 (Fig. <xref ref-type="fig" rid="Ch1.F1"/>). A similar “warming hole”
signature as found for surface air temperatures
<xref ref-type="bibr" rid="bib1.bibx25" id="paren.40"><named-content content-type="pre">see</named-content></xref> is present in the North Atlantic SSTs
(Fig. <xref ref-type="fig" rid="Ch1.F1"/>), with a stronger warming in polar regions and an area of
reduced warming in the SPG (Fig. <xref ref-type="fig" rid="Ch1.F1"/>c). Pronounced regional variations
in the SST change suggest important changes in the North Atlantic Ocean
circulation and its dynamics. The SST front along the Gulf Stream–North
Atlantic current path shifts northward and weakens, which might also impact
the North Atlantic storm track, as already shown for the current climate state
<xref ref-type="bibr" rid="bib1.bibx60 bib1.bibx61 bib1.bibx40" id="paren.41"><named-content content-type="pre">e.g.</named-content></xref>.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F1"><caption><p>Sea surface temperature (<inline-formula><mml:math id="M11" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C) in <bold>(a)</bold> the historical
simulation (1850–1950), <bold>(b)</bold> RCP 8.5 (2200–2300) for the time mean and
<bold>(c)</bold> difference between RCP 8.5 and the historical simulation. Contour
interval is 2.5 <inline-formula><mml:math id="M12" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> in <bold>(a)</bold> and <bold>(b)</bold> and 1 <inline-formula><mml:math id="M13" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C in <bold>(c)</bold>.</p></caption>
            <?xmltex \igopts{width=170.716535pt}?><graphic xlink:href="https://esd.copernicus.org/articles/8/129/2017/esd-8-129-2017-f01.png"/>

          </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F2" specific-use="star"><caption><p>The barotropic stream function (Sv <inline-formula><mml:math id="M14" display="inline"><mml:mrow><mml:mo>=</mml:mo><mml:msup><mml:mn>10</mml:mn><mml:mn mathvariant="normal">6</mml:mn></mml:msup><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">m</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msup><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>) in
<bold>(a)</bold> the historical simulation (1850–1950) and <bold>(b)</bold> RCP 8.5 (2200–2300) for
the time mean over the respective periods. The thick black line shows the zero
contour in the historical simulation. Contour interval is 5 Sv. <bold>(c)</bold> Zonal
mean zonal wind (at 1000 hPa) averaged over the North Atlantic region
(90<inline-formula><mml:math id="M15" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W to 10<inline-formula><mml:math id="M16" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> E) for the historical simulation (black) and
RCP 8.5 (red), indicating the northward shift of the westerlies.</p></caption>
            <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://esd.copernicus.org/articles/8/129/2017/esd-8-129-2017-f02.png"/>

          </fig>

</sec>
<sec id="Ch1.S2.SS1.SSS2">
  <title>Projected changes in the North Atlantic horizontal gyre circulation and zonal-mean zonal wind</title>
      <p>The area of reduced warming in the eastern SPG indicates changes in the North
Atlantic Ocean dynamics and in the gyre circulation
<xref ref-type="bibr" rid="bib1.bibx25" id="paren.42"><named-content content-type="pre">e.g.</named-content></xref>. The North Atlantic barotropic stream function
shows substantial changes in the annual mean pattern (Fig. <xref ref-type="fig" rid="Ch1.F2"/>). The
barotropic stream function weakens in the subtropical gyre and intensifies in
the SPG in RCP 8.5. We identify a northward shift of the subtropical gyre and
a northward shift of the boundary between subtropical and subpolar gyre by
about 5<inline-formula><mml:math id="M17" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> between the HIST<inline-formula><mml:math id="M18" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> (Fig. <xref ref-type="fig" rid="Ch1.F2"/>a) and RCP<inline-formula><mml:math id="M19" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>
(Fig. <xref ref-type="fig" rid="Ch1.F2"/>b) associated with the northward shift of the atmospheric wind
field (Fig. <xref ref-type="fig" rid="Ch1.F2"/>c).</p>
      <p>The zonal-mean zonal wind across the Atlantic indicates considerable changes
in the annual mean surface wind field in RCP 8.5 (Figs. <xref ref-type="fig" rid="Ch1.F2"/>c, <xref ref-type="fig" rid="Ch1.F3"/>).
As compared to the HIST<inline-formula><mml:math id="M20" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>, the northern Hadley cell slightly expands
poleward and equatorward and the Ferrel cell shifts poleward in RCP<inline-formula><mml:math id="M21" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>
in MPI-ESM (Fig. <xref ref-type="fig" rid="Ch1.F3"/>a) as in most CMIP5 models
<xref ref-type="bibr" rid="bib1.bibx42" id="paren.43"><named-content content-type="pre">e.g.</named-content></xref>. As a consequence, the westerlies between
30  and 60<inline-formula><mml:math id="M22" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N are shifted poleward in RCP 8.5 by about 5<inline-formula><mml:math id="M23" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>
(Fig. <xref ref-type="fig" rid="Ch1.F3"/>b, c). This shift resembles the wind pattern observed during a
positive NAO anomaly (as defined from pre-industrial control, while the
loading pattern may change considerably with climate change;
<xref ref-type="bibr" rid="bib1.bibx66" id="altparen.44"/>), which is associated with an acceleration of the
westerlies over large areas of the SPG (Fig. <xref ref-type="fig" rid="Ch1.F3"/>b, c), along with a
deceleration of the westerlies between 30 and 40<inline-formula><mml:math id="M24" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N and a slight
intensification of the trade winds south of 30<inline-formula><mml:math id="M25" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F3"><caption><p><bold>(a)</bold> The (global) Eulerian mean mass transport stream
function (in <inline-formula><mml:math id="M26" display="inline"><mml:mrow><mml:msup><mml:mn>10</mml:mn><mml:mn>10</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> kg s<inline-formula><mml:math id="M27" 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 zonal averaging at fixed pressure)
for the historical simulation (1850–1950, black contours) and RCP 8.5
(2200–2300, red contours) between 20<inline-formula><mml:math id="M28" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S and 80<inline-formula><mml:math id="M29" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N.
<bold>(b)</bold> Vertical profile of the zonal-mean zonal wind (m s<inline-formula><mml:math id="M30" 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 North Atlantic averaged from 10<inline-formula><mml:math id="M31" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> E to 90<inline-formula><mml:math id="M32" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W in the
historical simulation (1850–1950, black contours) and RCP 8.5 (2200–2300,
colours) for the time mean over the respective periods. <bold>(c)</bold> The
difference in the zonal-mean zonal wind between RCP 8.5 and the historical
simulation. Contour interval is <inline-formula><mml:math id="M33" display="inline"><mml:mrow><mml:mn mathvariant="normal">2</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn>10</mml:mn><mml:mn>10</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> kg s<inline-formula><mml:math id="M34" 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> in
<bold>(a)</bold>, 1 m s<inline-formula><mml:math id="M35" 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> in <bold>(b)</bold> and 0.5 m s<inline-formula><mml:math id="M36" 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>
in <bold>(c)</bold>.</p></caption>
            <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://esd.copernicus.org/articles/8/129/2017/esd-8-129-2017-f03.png"/>

          </fig>

      <p>In concert with this intensification of the surface wind field, the
circulation of the SPG strengthens with an increase in the average transport
by about 2 Sv, which might be related to changes in heat fluxes in the SPG
<xref ref-type="bibr" rid="bib1.bibx29 bib1.bibx28 bib1.bibx3" id="paren.45"><named-content content-type="pre">e.g.</named-content></xref>. In
particular, the flat-bottom Sverdrup transport in the subpolar gyre indicates
only a weak increase of about 0.5 Sv in the gyre strength from HIST<inline-formula><mml:math id="M37" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>
to RCP<inline-formula><mml:math id="M38" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> (not shown), suggesting that changes in the deep circulation
might also be important <xref ref-type="bibr" rid="bib1.bibx36" id="paren.46"/>. The subtropical gyre shows a
weakening in the barotropic stream function by about 20 Sv at its maximum at
about 30<inline-formula><mml:math id="M39" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N and by about 4 Sv in its mean, indicating important changes
in the dynamics of the subtropical gyre (Fig. <xref ref-type="fig" rid="Ch1.F2"/>). Considering the
Sverdrup transport in the subtropical gyre, we find a decrease in the mean by
about 1.5 Sv, while the maximum is reduced by roughly 10 Sv. In concert with
the northward shift of the ocean circulation in RCP 8.5, the North Atlantic
current moves further north in RCP 8.5. This leads to the simulated changes in
the SST front (Fig. <xref ref-type="fig" rid="Ch1.F1"/>).</p>
</sec>
</sec>
<sec id="Ch1.S2.SS2">
  <title>The Atlantic meridional heat transport and its decomposition</title>
      <p>Traditionally, the meridional heat transport <inline-formula><mml:math id="M40" display="inline"><mml:mi mathvariant="bold">H</mml:mi></mml:math></inline-formula>  is diagnosed from
the zonal and vertical integral of the heat flux across an east–west section
through the Atlantic <xref ref-type="bibr" rid="bib1.bibx39" id="paren.47"><named-content content-type="pre">e.g.</named-content></xref>:

                <disp-formula id="Ch1.E1" content-type="numbered"><mml:math id="M41" display="block"><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:mtext mathvariant="bold">H</mml:mtext><mml:mo>(</mml:mo><mml:mi>y</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="italic">ρ</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub><mml:msub><mml:mi>c</mml:mi><mml:mi>p</mml:mi></mml:msub><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">W</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">E</mml:mi></mml:msub></mml:mrow></mml:munderover><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mrow><mml:mo>-</mml:mo><mml:mi>H</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mn mathvariant="normal">0</mml:mn></mml:munderover><mml:mi>v</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo><mml:mspace linebreak="nobreak" width="0.25em"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>z</mml:mi><mml:mspace width="0.25em" linebreak="nobreak"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>x</mml:mi><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>

          with <inline-formula><mml:math id="M42" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">ρ</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> a reference density, <inline-formula><mml:math id="M43" display="inline"><mml:mrow><mml:msub><mml:mi>c</mml:mi><mml:mi>p</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> the specific heat capacity of sea
water, <inline-formula><mml:math id="M44" display="inline"><mml:mi>H</mml:mi></mml:math></inline-formula> the water depth, <inline-formula><mml:math id="M45" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula> the longitude, <inline-formula><mml:math id="M46" display="inline"><mml:mi>y</mml:mi></mml:math></inline-formula> the latitude, <inline-formula><mml:math id="M47" display="inline"><mml:mi>z</mml:mi></mml:math></inline-formula> the
depth, <inline-formula><mml:math id="M48" display="inline"><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">E</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M49" display="inline"><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">W</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> the eastern and western boundaries of the
transect, <inline-formula><mml:math id="M50" display="inline"><mml:mi>v</mml:mi></mml:math></inline-formula> the meridional velocity, and <inline-formula><mml:math id="M51" display="inline"><mml:mi mathvariant="italic">θ</mml:mi></mml:math></inline-formula> the potential temperature
in <inline-formula><mml:math id="M52" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C.</p>
<sec id="Ch1.S2.SS2.SSS1">
  <title>Impact of the variability of the temperature and velocity field on the OHT</title>
      <p>In order to assess the impact of temporal variations on the velocity field
and the potential temperature field, we separate their contributions to
the OHT. In a first step we calculate the OHT with a time-mean velocity field
(<inline-formula><mml:math id="M53" display="inline"><mml:mrow><mml:mo>[</mml:mo><mml:mi>v</mml:mi><mml:mo>]</mml:mo></mml:mrow></mml:math></inline-formula>, Eq. <xref ref-type="disp-formula" rid="Ch1.E2"/>), and in a second step with a time-mean
temperature field (<inline-formula><mml:math id="M54" display="inline"><mml:mrow><mml:mo>[</mml:mo><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>]</mml:mo></mml:mrow></mml:math></inline-formula>, Eq. <xref ref-type="disp-formula" rid="Ch1.E3"/>) over the analysed periods
HIST<inline-formula><mml:math id="M55" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> and RCP<inline-formula><mml:math id="M56" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>. We consider the time mean of the <inline-formula><mml:math id="M57" display="inline"><mml:mi>v</mml:mi></mml:math></inline-formula>-
(<inline-formula><mml:math id="M58" display="inline"><mml:mi mathvariant="italic">θ</mml:mi></mml:math></inline-formula>-) field but consider the full spatial variations of the respective
field together with the full spatial and temporal variability of the
<inline-formula><mml:math id="M59" display="inline"><mml:mi mathvariant="italic">θ</mml:mi></mml:math></inline-formula>- (<inline-formula><mml:math id="M60" display="inline"><mml:mi>v</mml:mi></mml:math></inline-formula>-) field, such that the two contributions can be calculated from

                  <disp-formula specific-use="eqnarray" content-type="numbered"><mml:math id="M61" display="block"><mml:mtable displaystyle="true"><mml:mlabeledtr id="Ch1.E2"><mml:mtd/><mml:mtd><mml:mrow><mml:mstyle displaystyle="true" class="stylechange"/><mml:msub><mml:mtext mathvariant="bold">H</mml:mtext><mml:mrow><mml:mo>[</mml:mo><mml:mi>v</mml:mi><mml:mo>]</mml:mo></mml:mrow></mml:msub><mml:mo>(</mml:mo><mml:mi>y</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="italic">ρ</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub><mml:mspace width="0.25em" linebreak="nobreak"/><mml:msub><mml:mi>c</mml:mi><mml:mi>p</mml:mi></mml:msub><mml:mspace linebreak="nobreak" width="0.25em"/><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">W</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">E</mml:mi></mml:msub></mml:mrow></mml:munderover><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mrow><mml:mo>-</mml:mo><mml:mi>H</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mn mathvariant="normal">0</mml:mn></mml:munderover><mml:mfenced close="]" open="["><mml:mi>v</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo></mml:mfenced><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:mi>z</mml:mi><mml:mo>,</mml:mo><mml:mi>t</mml:mi><mml:mo>)</mml:mo><mml:mspace width="0.25em" linebreak="nobreak"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>z</mml:mi><mml:mspace linebreak="nobreak" width="0.25em"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:mtd><mml:mtd/><mml:mtd/></mml:mlabeledtr><mml:mlabeledtr id="Ch1.E3"><mml:mtd/><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:msub><mml:mtext mathvariant="bold">H</mml:mtext><mml:mrow><mml:mo>[</mml:mo><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>]</mml:mo></mml:mrow></mml:msub><mml:mo>(</mml:mo><mml:mi>y</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="italic">ρ</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub><mml:mspace linebreak="nobreak" width="0.25em"/><mml:msub><mml:mi>c</mml:mi><mml:mi>p</mml:mi></mml:msub><mml:mspace width="0.25em" linebreak="nobreak"/><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">W</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">E</mml:mi></mml:msub></mml:mrow></mml:munderover><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mrow><mml:mo>-</mml:mo><mml:mi>H</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mn mathvariant="normal">0</mml:mn></mml:munderover><mml:mi>v</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:mi>z</mml:mi><mml:mo>,</mml:mo><mml:mi>t</mml:mi><mml:mo>)</mml:mo><mml:mfenced open="[" close="]"><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo></mml:mfenced><mml:mspace width="0.25em" linebreak="nobreak"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>z</mml:mi><mml:mspace width="0.25em" linebreak="nobreak"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>x</mml:mi><mml:mo>,</mml:mo></mml:mrow></mml:mtd><mml:mtd/><mml:mtd/></mml:mlabeledtr></mml:mtable></mml:math></disp-formula>

              with <inline-formula><mml:math id="M62" display="inline"><mml:mi>v</mml:mi></mml:math></inline-formula> the meridional velocity, <inline-formula><mml:math id="M63" display="inline"><mml:mi mathvariant="italic">θ</mml:mi></mml:math></inline-formula> the temperature, and <inline-formula><mml:math id="M64" display="inline"><mml:mrow><mml:mo>[</mml:mo><mml:mi>v</mml:mi><mml:mo>]</mml:mo></mml:mrow></mml:math></inline-formula> and
<inline-formula><mml:math id="M65" display="inline"><mml:mrow><mml:mo>[</mml:mo><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>]</mml:mo></mml:mrow></mml:math></inline-formula> the time mean of the velocity and temperature (<inline-formula><mml:math id="M66" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C) field
over the analysed periods HIST<inline-formula><mml:math id="M67" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> and RCP<inline-formula><mml:math id="M68" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>. The two cases
correspond to the time-mean velocity field, advecting the time-dependent
temperature field and the time-dependent velocity field acting on the time-mean temperature field. Based on this split-up of the OHT we then analyse the
impact of the variability of the velocity and temperature field on the
seasonal cycle of the OHT.</p>
</sec>
<sec id="Ch1.S2.SS2.SSS2">
  <title>Overturning and gyre components of the OHT</title>
      <p>The decomposition of the OHT into contributions from the zonal mean vertical
circulation and the horizontal circulation is well-established by considering
the zonal mean (<inline-formula><mml:math id="M69" display="inline"><mml:mrow><mml:mover accent="true"><mml:mi>v</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mo>,</mml:mo><mml:mover accent="true"><mml:mi mathvariant="italic">θ</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>) and deviations from the
zonal mean (<inline-formula><mml:math id="M70" display="inline"><mml:mrow><mml:msup><mml:mi>v</mml:mi><mml:mo>′</mml:mo></mml:msup><mml:mo>,</mml:mo><mml:msup><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>′</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>) of the meridional velocity and temperature field
respectively: <inline-formula><mml:math id="M71" display="inline"><mml:mrow><mml:mi>v</mml:mi><mml:mo>=</mml:mo><mml:mover accent="true"><mml:mi>v</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mo>+</mml:mo><mml:msup><mml:mi>v</mml:mi><mml:mo>′</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M72" display="inline"><mml:mrow><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>=</mml:mo><mml:mover accent="true"><mml:mi mathvariant="italic">θ</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mo>+</mml:mo><mml:msup><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>′</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>
<xref ref-type="bibr" rid="bib1.bibx7 bib1.bibx9 bib1.bibx10" id="paren.48"><named-content content-type="pre">e.g.</named-content></xref>. This yields for
the OHT

                  <disp-formula specific-use="align" content-type="numbered"><mml:math id="M73" display="block"><mml:mtable displaystyle="true"><mml:mtr><mml:mtd><mml:mrow><mml:mstyle displaystyle="true" class="stylechange"/><mml:mtext mathvariant="bold">H</mml:mtext><mml:mo>(</mml:mo><mml:mi>y</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:mo>=</mml:mo><mml:msub><mml:munder><mml:mrow><mml:msub><mml:mi mathvariant="italic">ρ</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub><mml:msub><mml:mi>c</mml:mi><mml:mi>p</mml:mi></mml:msub><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">W</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">E</mml:mi></mml:msub></mml:mrow></mml:munderover><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mrow><mml:mo>-</mml:mo><mml:mi>H</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mn mathvariant="normal">0</mml:mn></mml:munderover><mml:mover accent="true"><mml:mrow><mml:mi>v</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mspace linebreak="nobreak" width="0.25em"/><mml:mover accent="true"><mml:mrow><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mspace linebreak="nobreak" width="0.25em"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>z</mml:mi><mml:mspace linebreak="nobreak" width="0.25em"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>x</mml:mi></mml:mrow><mml:mo mathvariant="normal">︸</mml:mo></mml:munder><mml:mrow><mml:msup><mml:mtext mathvariant="bold">H</mml:mtext><mml:mi mathvariant="normal">ov</mml:mi></mml:msup><mml:mspace width="0.25em" linebreak="nobreak"/><mml:mo>=</mml:mo><mml:mspace linebreak="nobreak" width="0.25em"/><mml:mtext>overturning component</mml:mtext></mml:mrow></mml:msub></mml:mrow></mml:mtd></mml:mtr><mml:mlabeledtr id="Ch1.E4"><mml:mtd/><mml:mtd><mml:mstyle class="stylechange" displaystyle="true"/></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:mo>+</mml:mo><mml:msub><mml:munder><mml:mrow><mml:msub><mml:mi mathvariant="italic">ρ</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub><mml:msub><mml:mi>c</mml:mi><mml:mi>p</mml:mi></mml:msub><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">W</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">E</mml:mi></mml:msub></mml:mrow></mml:munderover><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mrow><mml:mo>-</mml:mo><mml:mi>H</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mn mathvariant="normal">0</mml:mn></mml:munderover><mml:msup><mml:mi>v</mml:mi><mml:mo>′</mml:mo></mml:msup><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo><mml:msup><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>′</mml:mo></mml:msup><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo><mml:mspace width="0.25em" linebreak="nobreak"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>z</mml:mi><mml:mspace width="0.25em" linebreak="nobreak"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>x</mml:mi></mml:mrow><mml:mo mathvariant="normal">︸</mml:mo></mml:munder><mml:mrow><mml:msup><mml:mtext mathvariant="bold">H</mml:mtext><mml:mi mathvariant="normal">gyre</mml:mi></mml:msup><mml:mspace width="0.25em" linebreak="nobreak"/><mml:mo>=</mml:mo><mml:mspace linebreak="nobreak" width="0.25em"/><mml:mtext>gyre
component</mml:mtext></mml:mrow></mml:msub><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr></mml:mtable></mml:math></disp-formula>

              giving an overturning component <inline-formula><mml:math id="M74" display="inline"><mml:mrow><mml:msup><mml:mtext mathvariant="bold">H</mml:mtext><mml:mi mathvariant="normal">ov</mml:mi></mml:msup></mml:mrow></mml:math></inline-formula> and a gyre component
<inline-formula><mml:math id="M75" display="inline"><mml:mrow><mml:msup><mml:mtext mathvariant="bold">H</mml:mtext><mml:mi mathvariant="normal">gyre</mml:mi></mml:msup></mml:mrow></mml:math></inline-formula> from the horizontal gyre circulation. As the total OHT,
both components hold mass balance by definition for a closed basin.
Traditionally, the overturning component is related to the zonally averaged
vertical-meridional (overturning) circulation and the gyre component is
related to the horizontal transport by the large-scale gyres and small-scale
eddies.</p>
      <p>Furthermore, an Ekman heat transport contribution to the overturning heat
transport can be calculated from

                  <disp-formula id="Ch1.E5" content-type="numbered"><mml:math id="M76" display="block"><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:msubsup><mml:mtext mathvariant="bold">H</mml:mtext><mml:mi mathvariant="normal">ek</mml:mi><mml:mi mathvariant="normal">ov</mml:mi></mml:msubsup><mml:mo>(</mml:mo><mml:mi>y</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:mo>-</mml:mo><mml:msub><mml:mi>c</mml:mi><mml:mi>p</mml:mi></mml:msub><mml:mspace linebreak="nobreak" width="0.25em"/><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">W</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">E</mml:mi></mml:msub></mml:mrow></mml:munderover><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:msub><mml:mi mathvariant="italic">τ</mml:mi><mml:mi>x</mml:mi></mml:msub><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mi>f</mml:mi><mml:mo>(</mml:mo><mml:mi>y</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:mfrac></mml:mstyle><mml:mspace linebreak="nobreak" width="0.25em"/><mml:mo>(</mml:mo><mml:msub><mml:mi mathvariant="italic">θ</mml:mi><mml:mi mathvariant="normal">ek</mml:mi></mml:msub><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>)</mml:mo><mml:mo>-</mml:mo><mml:mo>〈</mml:mo><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo><mml:mo>〉</mml:mo><mml:mo>)</mml:mo><mml:mspace width="0.25em" linebreak="nobreak"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>x</mml:mi><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>

            with <inline-formula><mml:math id="M77" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">τ</mml:mi><mml:mi>x</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> the zonal wind stress, <inline-formula><mml:math id="M78" display="inline"><mml:mi>f</mml:mi></mml:math></inline-formula> the Coriolis parameter, <inline-formula><mml:math id="M79" display="inline"><mml:mrow><mml:mo>〈</mml:mo><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>〉</mml:mo></mml:mrow></mml:math></inline-formula> the temperature field averaged zonally and vertically across
the section, and <inline-formula><mml:math id="M80" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">θ</mml:mi><mml:mi mathvariant="normal">ek</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> the temperature of the Ekman layer following
<xref ref-type="bibr" rid="bib1.bibx5" id="text.49"/>. Here, the Ekman heat transport at the surface is
assumed to be compensated for by a deep return flow. We also assume <inline-formula><mml:math id="M81" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">θ</mml:mi><mml:mi mathvariant="normal">ek</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>
to be close to the surface temperature, which yields only small uncertainties
<xref ref-type="bibr" rid="bib1.bibx46" id="paren.50"/>. <xref ref-type="bibr" rid="bib1.bibx89" id="text.51"/> analysed contributions from the
overturning, gyre and Ekman heat transport to the heat convergence in the
North Atlantic for decadal signals based on perturbation experiments with and
without wind. Thus, they avoided the assumption of a uniform return flow as
done in Eq. (<xref ref-type="disp-formula" rid="Ch1.E5"/>). <xref ref-type="bibr" rid="bib1.bibx45" id="text.52"/> showed that the
computation of the Ekman heat transport conserves mass only for short timescales of some weeks, but not necessarily for the time-mean heat
transport.
Therefore, we apply the Ekman transport calculation only to the OHT seasonal
variability and not to the time-mean OHT.</p>
</sec>
</sec>
</sec>
<sec id="Ch1.S3">
  <title>Mean changes in the Atlantic meridional overturning circulation and meridional heat transport</title>
<sec id="Ch1.S3.SS1">
  <title>AMOC</title>
      <p>The mean changes seen in the SSTs, the surface wind field and in the North
Atlantic Ocean circulation influence the AMOC and the OHT, which we focus on
in the remainder of the study. The AMOC shows significant changes in the time
mean from HIST<inline-formula><mml:math id="M82" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> to RCP<inline-formula><mml:math id="M83" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> (Fig. <xref ref-type="fig" rid="Ch1.F4"/>). The AMOC calculated
in depth coordinates shows that the northward overturning cell is reduced in
strength and becomes shallower from the HIST<inline-formula><mml:math id="M84" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> to RCP<inline-formula><mml:math id="M85" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>
(Fig. <xref ref-type="fig" rid="Ch1.F4"/>a, b). The maximum <inline-formula><mml:math id="M86" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">ψ</mml:mi><mml:mi mathvariant="normal">max</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> of the stream function
<inline-formula><mml:math id="M87" display="inline"><mml:mrow><mml:mi mathvariant="italic">ψ</mml:mi><mml:mo>(</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mi>z</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:munderover><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">W</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">E</mml:mi></mml:msub></mml:mrow></mml:munderover><mml:mi>v</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo><mml:mspace width="0.25em" linebreak="nobreak"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>x</mml:mi><mml:mspace width="0.25em" linebreak="nobreak"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>z</mml:mi></mml:mrow></mml:math></inline-formula>, commonly
used as an index for the AMOC, is substantially reduced between 30  and 50 %
in the North Atlantic from HIST<inline-formula><mml:math id="M88" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> to RCP<inline-formula><mml:math id="M89" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>
(Figs. <xref ref-type="fig" rid="Ch1.F4"/>a, b, <xref ref-type="fig" rid="Ch1.F5"/>a).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F4" specific-use="star"><caption><p><bold>(a)</bold> and <bold>(b)</bold> show the AMOC in depth coordinates.
<bold>(c)</bold> and <bold>(d)</bold> show the AMOC in density coordinates in the North
Atlantic. <bold>(a)</bold> and <bold>(c)</bold> show the historical simulation (1850–1950) and <bold>(b)</bold> and <bold>(d)</bold> show RCP 8.5
(2200–2300). Contour interval is 2 Sv.</p></caption>
          <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://esd.copernicus.org/articles/8/129/2017/esd-8-129-2017-f04.png"/>

        </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F5" specific-use="star"><caption><p><bold>(a)</bold> Time-mean Atlantic meridional overturning circulation,
the Ekman transport and the geostrophic volume transport
(<inline-formula><mml:math id="M90" display="inline"><mml:mo>≈</mml:mo></mml:math></inline-formula> AMOC–Ekman), <bold>(b)</bold> time-mean Atlantic meridional heat
transport (OHT) with the overturning component and the gyre component (in
PW). The historical simulation (1850–1950) is shown by solid lines, RCP 8.5
(2200–2300) by dashed lines.</p></caption>
          <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://esd.copernicus.org/articles/8/129/2017/esd-8-129-2017-f05.png"/>

        </fig>

      <p>Considering the AMOC in density coordinates (Fig. <xref ref-type="fig" rid="Ch1.F4"/>c, d) indicates a
similar shoaling of the AMOC cell to layers of lower density from
HIST<inline-formula><mml:math id="M91" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> to RCP<inline-formula><mml:math id="M92" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> (Fig. <xref ref-type="fig" rid="Ch1.F4"/>c, d). We find only a slight
decrease in the wind-driven surface cell (down to approximately 1000 m) in
the tropics by about 2 Sv at the maximum, whereas the deep thermohaline
cell is reduced by more than 50 % from a maximum of about 24 Sv in
HIST<inline-formula><mml:math id="M93" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> to about 10 Sv in RCP<inline-formula><mml:math id="M94" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>; this is consistent with the widely
held picture that the AMOC consists of both a wind-driven and a thermohaline
part <xref ref-type="bibr" rid="bib1.bibx52" id="paren.53"><named-content content-type="pre">e.g.</named-content></xref>. In RCP 8.5, the formation of North Atlantic Deep Water (NADW) in the
Labrador Sea and the Nordic seas is almost absent for the 2200–2300 period.
Instead of deep convection mixing surface water down to the bottom (about
3000 m depth in the Labrador Basin and Irminger Basin) in the historical
simulation, the maximum mixed layer depth is mostly limited to the upper 1000 m
in RCP 8.5 (not shown), which thus directly reduces the deep branch of
the AMOC. In addition, the AMOC's weakening is associated with a reduction of
the geostrophic volume transport (Fig. <xref ref-type="fig" rid="Ch1.F5"/>a). For simplicity, we
approximate the maximum geostrophic transport <inline-formula><mml:math id="M95" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">ψ</mml:mi><mml:mi mathvariant="normal">geo</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> by the residual of
<inline-formula><mml:math id="M96" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">ψ</mml:mi><mml:mi mathvariant="normal">max</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and the Ekman transport <inline-formula><mml:math id="M97" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">ψ</mml:mi><mml:mi mathvariant="normal">ek</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> given by the
<inline-formula><mml:math id="M98" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">ψ</mml:mi><mml:mi mathvariant="normal">ek</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mo>-</mml:mo><mml:mstyle displaystyle="false"><mml:mfrac style="text"><mml:mn mathvariant="normal">1</mml:mn><mml:mrow><mml:msub><mml:mi mathvariant="italic">ρ</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub><mml:mi>f</mml:mi></mml:mrow></mml:mfrac></mml:mstyle><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">W</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">E</mml:mi></mml:msub></mml:mrow></mml:munderover><mml:msub><mml:mi mathvariant="italic">τ</mml:mi><mml:mi>x</mml:mi></mml:msub><mml:mspace linebreak="nobreak" width="0.25em"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:math></inline-formula>, with
<inline-formula><mml:math id="M99" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">τ</mml:mi><mml:mi>x</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> as the zonal wind stress at the ocean surface:
<inline-formula><mml:math id="M100" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">ψ</mml:mi><mml:mi mathvariant="normal">geo</mml:mi></mml:msub><mml:mo>≈</mml:mo><mml:msub><mml:mi mathvariant="italic">ψ</mml:mi><mml:mi mathvariant="normal">max</mml:mi></mml:msub><mml:mo>-</mml:mo><mml:msub><mml:mi mathvariant="italic">ψ</mml:mi><mml:mi mathvariant="normal">ek</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>. The geostrophic transport is
proportional to the zonal cross-basin density gradient which is decreased
from HIST<inline-formula><mml:math id="M101" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> to RCP<inline-formula><mml:math id="M102" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> and thus reduces the AMOC in the North
Atlantic (not shown). The Ekman transport indicates only small and local
changes from HIST<inline-formula><mml:math id="M103" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> to RCP<inline-formula><mml:math id="M104" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> that do not contribute notably to
the weakening of the AMOC (Fig. <xref ref-type="fig" rid="Ch1.F5"/>a).</p>
</sec>
<sec id="Ch1.S3.SS2">
  <title>OHT</title>
      <p>Similar to the AMOC, the RCP 8.5 scenario reveals considerable changes in the
associated OHT. For RCP<inline-formula><mml:math id="M105" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>, the OHT shows a pronounced weakening by
30–50 % from about 1.2 PW to about 0.8 PW between 10 and 30<inline-formula><mml:math id="M106" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N
and from about 0.8 PW to about 0.4 PW between 40 and 55<inline-formula><mml:math id="M107" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N by
the end of the 23rd century (Fig. <xref ref-type="fig" rid="Ch1.F5"/>b). The reduction in the total OHT
in the subtropical North Atlantic can be attributed almost entirely to a
reduction in the overturning heat transport, while changes in the gyre
component are comparably small. Only in the SPG, the gyre component also
indicates a substantial weakening, so that both the overturning and the gyre
components contribute to the reduction in the total heat transport in the
subpolar North Atlantic. The reduction of the overturning heat transport can
be attributed to a reduction of the geostrophic contribution to the AMOC
(Fig. <xref ref-type="fig" rid="Ch1.F5"/>a) and the associated reduction of the zonally averaged
geostrophic meridional velocity field.</p>
</sec>
</sec>
<sec id="Ch1.S4">
  <title>Changes in the seasonal cycle of the Atlantic meridional heat transport</title>
<sec id="Ch1.S4.SS1">
  <title>The total OHT</title>
      <p>To assess the response of the seasonal cycle of the OHT to a changing climate
in RCP 8.5, we first analyse the latitude-dependent seasonal cycle of the
total OHT before focusing on the seasonal cycle of individual OHT components.
The seasonal cycle of the OHT shows regionally varying patterns with a
seasonal amplitude declining from the equator to the pole and phase changes
between the tropical, subtropical and subpolar North Atlantic
(Fig. <xref ref-type="fig" rid="Ch1.F6"/>). The most obvious change in the OHT from the HIST<inline-formula><mml:math id="M108" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>
to the RCP<inline-formula><mml:math id="M109" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> is the reduction of the mean heat transport, which appears in
almost all months (Fig. <xref ref-type="fig" rid="Ch1.F6"/>a, b). Since the changed seasonal cycle is
superimposed on the strong reduction of the OHT, we consider in the following
analysis anomalies of the seasonal cycle relative to the annual mean at every
latitude (Fig. <xref ref-type="fig" rid="Ch1.F6"/>c, d) to thus highlight the seasonally varying
changes.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F6" specific-use="star"><caption><p>The Atlantic meridional heat transport seasonal cycle (in PW) in
the historical simulation (1850–1950, <bold>(a)</bold> and <bold>(c)</bold>) and
RCP 8.5 (2200–2300, <bold>(b)</bold> and <bold>(d)</bold>). The OHT seasonal cycle in
the historical simulation (1850–1950, black) and RCP 8.5 (2200–2300, red)
<bold>(e)</bold> at 30<inline-formula><mml:math id="M110" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N in the subtropical gyre and <bold>(f)</bold> at 45<inline-formula><mml:math id="M111" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N
in the subpolar gyre. <bold>(a)</bold> and <bold>(b)</bold> show the full seasonal
cycle and
<bold>(c)</bold>–<bold>(f)</bold> show anomalies relative to the annual mean at every latitude. Colour
interval in <bold>(a)</bold>–<bold>(d)</bold> is 0.02 PW.</p></caption>
          <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://esd.copernicus.org/articles/8/129/2017/esd-8-129-2017-f06.png"/>

        </fig>

      <p>The seasonal anomalies indicate changes in space and time in the OHT seasonal
cycle from the HIST<inline-formula><mml:math id="M112" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> to the RCP<inline-formula><mml:math id="M113" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>
(Fig. <xref ref-type="fig" rid="Ch1.F6"/>c, d). The OHT seasonal cycle pattern shows a northward shift
by about 5<inline-formula><mml:math id="M114" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> following the general northward shift of the atmospheric
jet and the gyre circulation in RCP 8.5. We also find a latitude-dependent
temporal shift of 1 to 6 months of the minima and maxima of the seasonal
cycle that are not fully in agreement with the northward shift of the
pattern. The temporal shift appears to be different between the tropical,
subtropical and subpolar North Atlantic. Especially latitudes along the gyre
boundaries between the tropical and subtropical North Atlantic (at about
20<inline-formula><mml:math id="M115" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N) and the subtropical and subpolar North Atlantic (at about
40<inline-formula><mml:math id="M116" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N) indicate significant phase shifts of 4 to 6 months that
mostly result from the northward shift here.</p>
      <p>In addition, we find changes in the seasonal amplitude in RCP<inline-formula><mml:math id="M117" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>, which
also depend on latitude and are partly influenced by the northward shift.
Between 30 and 40<inline-formula><mml:math id="M118" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, the seasonal cycle generally exhibits an
intensification in the amplitude, whereas the seasonal amplitude between
40–50<inline-formula><mml:math id="M119" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N is influenced mostly by the northward shift. As an
example for the subtropical and subpolar gyre, the OHT seasonal cycle is
shown at 30  and 45<inline-formula><mml:math id="M120" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N from the HIST<inline-formula><mml:math id="M121" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> to the RCP<inline-formula><mml:math id="M122" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>
(Fig. <xref ref-type="fig" rid="Ch1.F6"/>e–f), showing prominent changes in the amplitude, the phase and
the general seasonality of the OHT.</p>
<sec id="Ch1.S4.SS1.SSS1">
  <title>Contributions from the seasonal variability in the temperature and velocity field</title>
      <p>To identify whether changes in the seasonal cycle of the velocity field or in
the temperature field dominate the changes seen in the total OHT, we consider
the OHT with a time-mean velocity field <inline-formula><mml:math id="M123" display="inline"><mml:mrow><mml:mo>[</mml:mo><mml:mi>v</mml:mi><mml:mo>]</mml:mo></mml:mrow></mml:math></inline-formula> (Eq. <xref ref-type="disp-formula" rid="Ch1.E2"/>) allowing
for temporal and seasonal variability in the potential temperature field
and a time-mean temperature field <inline-formula><mml:math id="M124" display="inline"><mml:mrow><mml:mo>[</mml:mo><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>]</mml:mo></mml:mrow></mml:math></inline-formula> allowing for temporal
variability in the velocity field (Eq. <xref ref-type="disp-formula" rid="Ch1.E3"/>). Thus, the
non-time-mean component provides the seasonal variability only. The OHT based
on <inline-formula><mml:math id="M125" display="inline"><mml:mrow><mml:mo>[</mml:mo><mml:mi>v</mml:mi><mml:mo>]</mml:mo></mml:mrow></mml:math></inline-formula> (Fig. <xref ref-type="fig" rid="Ch1.F7"/>a, b) reveals a reduced seasonality compared to the
full OHT seasonal variability, especially in the tropical and subtropical
North Atlantic. The changes in the seasonal cycle from the HIST<inline-formula><mml:math id="M126" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> to
the RCP<inline-formula><mml:math id="M127" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> are rather small. The OHT based on <inline-formula><mml:math id="M128" display="inline"><mml:mrow><mml:mo>[</mml:mo><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>]</mml:mo></mml:mrow></mml:math></inline-formula>
(Fig. <xref ref-type="fig" rid="Ch1.F7"/>c, d) reproduces the bulk of the total OHT seasonal cycle and
also the changes in the seasonal cycle from the HIST<inline-formula><mml:math id="M129" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> to the RCP<inline-formula><mml:math id="M130" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>.
This clearly indicates that the strongest changes in the OHT seasonal cycle
mostly result from changes in the meridional velocity field, whereas the
overall warming of the ocean temperatures plays a less important role in
directly changing the OHT seasonal cycle via the temperature field.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F7" specific-use="star"><caption><p>The Atlantic meridional heat transport seasonal cycle (in PW) in
the historical simulation (1850–1950, <bold>(a)</bold> and <bold>(c)</bold>) and
RCP 8.5 (2200–2300, <bold>(b)</bold> and <bold>(d)</bold>) related to the variability
in the temperature field (upper panels) and to variability in the velocity
field (lower panels). Shown are anomalies relative to the annual mean at
every latitude. Colour interval is 0.02 PW.</p></caption>
            <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://esd.copernicus.org/articles/8/129/2017/esd-8-129-2017-f07.png"/>

          </fig>

</sec>
<sec id="Ch1.S4.SS1.SSS2">
  <title>Zonal-mean zonal wind and Ekman heat transport</title>
      <p>The seasonal cycle of the zonal-mean zonal wind indicates a seasonal maximum
of the atmospheric westerly jet in winter and meridional shifts in the
position of the jet from summer to winter in the HIST<inline-formula><mml:math id="M131" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> (Fig. <xref ref-type="fig" rid="Ch1.F8"/>;
shown is the full zonal-mean zonal velocity field). Especially in the
tropical Atlantic, the seasonality of the wind field is strongly affected by
the seasonal migration of the ITCZ <xref ref-type="bibr" rid="bib1.bibx74" id="paren.54"><named-content content-type="pre">e.g.</named-content></xref>.
Between the HIST<inline-formula><mml:math id="M132" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> and RCP<inline-formula><mml:math id="M133" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> the zonal wind undergoes changes in
amplitude and position of the jet with associated temporal changes in the
seasonal cycle <xref ref-type="bibr" rid="bib1.bibx56" id="paren.55"><named-content content-type="pre">Fig. <xref ref-type="fig" rid="Ch1.F8"/>a, b; see</named-content></xref>. We found a
seasonally dependent shift and expansion of the Hadley cell and a northward
shift of the Ferrel cell. During winter, the westerlies are shifted northward
by about 5<inline-formula><mml:math id="M134" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> from the HIST<inline-formula><mml:math id="M135" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> to the RCP<inline-formula><mml:math id="M136" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>. In contrast to the
changes in winter, we found a general broadening of the westerlies during
summer in the RCP<inline-formula><mml:math id="M137" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>, corresponding to a southward shift of the trade wind
regime by about 2<inline-formula><mml:math id="M138" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> and a poleward shift of the maximum westerlies for
the RCP<inline-formula><mml:math id="M139" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> (Fig. <xref ref-type="fig" rid="Ch1.F8"/>a, b). Changes in the zonal wind during summer
lead to reduced easterly winds over the subtropical gyre, reduced westerlies
between 40 and 50<inline-formula><mml:math id="M140" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, and enhanced westerlies north of
50<inline-formula><mml:math id="M141" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N (Fig. <xref ref-type="fig" rid="Ch1.F8"/>a, b).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F8" specific-use="star"><caption><p>The zonal-mean zonal wind (ms<inline-formula><mml:math id="M142" 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 North Atlantic
averaged from 10<inline-formula><mml:math id="M143" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> E to 90<inline-formula><mml:math id="M144" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W and the associated Ekman heat
transport seasonal cycle (PW). <bold>(a–b)</bold> Vertical profile of the zonal
wind for historical conditions (1850–1950, black contours) and RCP 8.5
(2200–2300). Contour interval in <bold>(a)</bold> and <bold>(b)</bold> is 1 m s<inline-formula><mml:math id="M145" 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–d)</bold> Seasonal cycle of the surface wind at 30 and
45<inline-formula><mml:math id="M146" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N for historical conditions (1850–1950, black) and RCP 8.5
(2200–2300, red). <bold>(e–f)</bold> Seasonal cycle of the Ekman heat transport (in
PW) in the historical simulation (1850–1950, left panel) and RCP 8.5
(2200–2300, right panel). <bold>(g–h)</bold> Seasonal cycle of the Ekman heat
transport at 30 and 45<inline-formula><mml:math id="M147" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N for historical conditions
(1850–1950, black) and RCP 8.5 (2200–2300, red). Shown are anomalies relative
to the annual mean at every latitude. Contour interval in <bold>(e)</bold> and
<bold>(f)</bold> is 0.02 PW. Please note the different vertical axes in
<bold>(c)</bold>, <bold>(d)</bold> and <bold>(g)</bold>, <bold>(h)</bold>.</p></caption>
            <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://esd.copernicus.org/articles/8/129/2017/esd-8-129-2017-f08.png"/>

          </fig>

      <p>The seasonal cycle of the Ekman heat transport indicates a weakening in the
seasonal cycle in the tropical North Atlantic, with a decrease in the seasonal
amplitude by about 50 % from the HIST<inline-formula><mml:math id="M148" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> to the RCP<inline-formula><mml:math id="M149" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>
(Fig. <xref ref-type="fig" rid="Ch1.F8"/>e–h). In the subtropical gyre, we find a dominant influence of
the northward-shifted westerlies on the Ekman heat transport. The Ekman heat
transport in the SPG shows – in contrast to the subtropical gyre –
relatively small changes in terms of the amplitude, resulting in a slight
strengthening in summer and a weakening in winter (Fig. <xref ref-type="fig" rid="Ch1.F8"/>e, f). As an
example, the Ekman heat transport seasonal cycle is shown at 30 and
45<inline-formula><mml:math id="M150" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N (Fig. <xref ref-type="fig" rid="Ch1.F8"/>g, h), indicating the influence of the northward-shifted pattern.</p>
      <p>The changes in the seasonal amplitude of the Ekman heat transport come in
concert with a temporal shift of the seasonal minima and maxima
(Fig. <xref ref-type="fig" rid="Ch1.F8"/>e–h). The Ekman heat transport in the tropical North Atlantic
undergoes a 1-to-2-month temporal shift to later months. In the southern part
of the subtropical gyre (about 20–30<inline-formula><mml:math id="M151" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N), we find the
largest temporal shift of the seasonal maximum and minimum of 2–6 months to
later months (Fig. <xref ref-type="fig" rid="Ch1.F8"/>e). In the northern part, the maximum is shifted
by 1–2 months, as is the minimum. The subpolar gyre region shows only small
changes in the Ekman heat transport seasonal cycle (1–2 months), while a
latitude-dependent larger shift of about 5 months is identified for the
maximum at about 40<inline-formula><mml:math id="M152" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N due to the northward shift of the pattern along
the gyre boundary (e.g. Fig. <xref ref-type="fig" rid="Ch1.F8"/>f). Overall, the seasonal cycle of the
Ekman heat transport changes depending on latitude, closely following the
changes in the seasonal cycle of the surface wind.</p>
</sec>
<sec id="Ch1.S4.SS1.SSS3">
  <title>Overturning and gyre heat transport</title>
      <p>The overturning and gyre components similarly show for the time mean and
long-term variability that the overturning component dominates the OHT
seasonal cycle in the subtropical North Atlantic (Fig. <xref ref-type="fig" rid="Ch1.F9"/>a, b), while
the gyre component gains influence in the subpolar gyre (Fig. <xref ref-type="fig" rid="Ch1.F9"/>c, d).
The changes in the seasonal cycle of the overturning component from the
HIST<inline-formula><mml:math id="M153" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> to the RCP<inline-formula><mml:math id="M154" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> therefore reveal clear similarities to the
changes in the seasonal cycle of the total OHT (Fig. <xref ref-type="fig" rid="Ch1.F6"/>). We found a
similar northward shift of the seasonal cycle pattern by about 5<inline-formula><mml:math id="M155" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> –
suggesting a relation to the surface wind field – and comparable changes to
the OHT in the seasonal amplitude, with a 2-to-4-month shift of the minimum and
maximum in the subtropical gyre and up to a 6-month shift in the subpolar
gyre. This close relation shows that changes in the seasonal cycle of the
overturning component drive the changes in the seasonal cycle of the total
OHT in both the subtropical and subpolar gyre (Fig. <xref ref-type="fig" rid="Ch1.F8"/>a, b). Similarly,
changes in the amplitude of the seasonal cycle of the overturning component
result in changes in the amplitude of the seasonal cycle of the total OHT,
with a reduction in the seasonal amplitude in the tropics and a slight
increase in the seasonal amplitude between 30 and 45<inline-formula><mml:math id="M156" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F9" specific-use="star"><caption><p>The seasonal cycle of <bold>(a–b)</bold> the overturning component and
<bold>(c–d)</bold> the gyre component (in PW) in the historical simulation
(1850–1950, left panel) and RCP 8.5 (2200–2300, right panel). Shown are
anomalies relative to the annual mean at every latitude. Contour interval is
0.02 PW.</p></caption>
            <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://esd.copernicus.org/articles/8/129/2017/esd-8-129-2017-f09.png"/>

          </fig>

      <p>In RCP<inline-formula><mml:math id="M157" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> (Fig. <xref ref-type="fig" rid="Ch1.F9"/>c, d), the gyre component reveals a slight
intensification of the seasonal amplitude in tropical latitudes, while no
notable changes in the seasonal amplitude occur in the subtropical and
subpolar gyre. Important changes for the gyre component's seasonal cycle take
place at about 40<inline-formula><mml:math id="M158" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, where the gyre boundary is situated in the
model. We find a northward shift in the seasonal cycle pattern in the
subpolar gyre following the northward shift in the barotropic stream function
and the zonal-mean zonal wind (Fig. <xref ref-type="fig" rid="Ch1.F2"/>), with the seasonal cycle in the
subpolar gyre covering latitudes north of 40<inline-formula><mml:math id="M159" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N in the HIST<inline-formula><mml:math id="M160" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>, while
the seasonal cycle covers latitudes north of 45<inline-formula><mml:math id="M161" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N in the RCP<inline-formula><mml:math id="M162" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>
(Fig. <xref ref-type="fig" rid="Ch1.F9"/>c, d).</p>
      <p>The comparison of the changes in the OHT, the overturning component
(Fig. <xref ref-type="fig" rid="Ch1.F8"/>a, b) and the Ekman heat transport reveals that changes in the
Ekman heat transport (Fig. <xref ref-type="fig" rid="Ch1.F8"/>e, f) can explain a large part of the
changes in the seasonal cycle of the OHT and overturning component: on the
one hand by the contribution of Ekman heat transport's seasonal cycle to the
overturning component and on the other hand, the effects
from wind stress on the vertical motion (heaving and shoaling) of isopycnals
shown in earlier studies
<xref ref-type="bibr" rid="bib1.bibx51 bib1.bibx15 bib1.bibx48" id="paren.56"/>. Thereby, the surface wind stress
might change the interior geostrophic flow and hence the heat transport and
its variability. Note that between 30  and 40<inline-formula><mml:math id="M163" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, the Ekman
transport change alone cannot explain the changes in the seasonal cycle of
the OHT, though these latitudes are strongly influenced by changes in the
mean strength of the North Atlantic Deep Water (Appendix A). Overall, changes
in the seasonal cycle are predominantly driven by changes in the ocean's
surface and upper ocean, as also found in the seasonal cycle of the
temperature transport in potential density coordinates (Appendix A),
indicating predominantly changes in the surface and upper ocean circulation.</p>
</sec>
</sec>
</sec>
<sec id="Ch1.S5">
  <title>Discussion</title>
      <p>The changes in the mean climate state of the North Atlantic and a projected
reduction in the AMOC and OHT in the MPI-ESM come in concert with changes in the
seasonal cycle of the OHT. <xref ref-type="bibr" rid="bib1.bibx8" id="text.57"/> and subsequent studies have
shown that the Ekman heat transport is responsible for a large fraction of
the seasonal variability of the overturning heat transport and thus of the
total oceanic OHT. We have shown that under climate change the overturning
heat transport is the most important term leading to the changes in the OHT
seasonal cycle. These changes in the overturning heat transport are mostly
wind-driven via changes in the Ekman heat transport, which are mostly
confined to the upper layers of the ocean. These overturning heat transport changes might also be associated with
changes in the geostrophic interior flow from wind-driven heaving and
shoaling of the isopycnal slope, as shown for the AMOC seasonal cycle in
observations <xref ref-type="bibr" rid="bib1.bibx48" id="paren.58"/>, as well as with changes in the water mass
characteristics (Appendix A). Changes in the Ekman transport and the
associated vertical Ekman velocities change the isopycnal slope and thus the
geostrophic velocity field. Overall, the seasonal cycle of the OHT largely
adjusts to a changed seasonality of the atmospheric circulation and the zonal
wind in RCP 8.5. Similar changes in the seasonal cycle for extreme climate
change scenarios have also been found in other atmospheric variables such as
surface temperatures and precipitation
<xref ref-type="bibr" rid="bib1.bibx26 bib1.bibx23 bib1.bibx27" id="paren.59"/>.</p>
      <p>Most prominent among the atmospheric changes with climate change is the
expansion of the Hadley cell and the associated northward shift of the ITCZ
and the mid-latitude westerlies <xref ref-type="bibr" rid="bib1.bibx80 bib1.bibx56" id="paren.60"/>. However, the exact
mechanism leading to the shift of the ITCZ and the westerlies is still not
fully understood and remains under discussion <xref ref-type="bibr" rid="bib1.bibx76" id="paren.61"/>, especially
in CMIP5 models where the problem of a double ITCZ occurs in some models
<xref ref-type="bibr" rid="bib1.bibx43 bib1.bibx16" id="paren.62"/>. As shown by <xref ref-type="bibr" rid="bib1.bibx42" id="text.63"/>, almost all CMIP5
models show a poleward expansion of the Hadley cell in the RCP 4.5 and RCP 8.5
scenarios for the period 2006 to 2100. Hu et al. (2013) also show that the CMIP5
historical simulations underestimate the trend in the poleward expansion of
the Hadley cell represented by reanalysis data for the preceding decades,
although it is unclear whether the trend is anthropogenically forced or
whether the models capture the natural variability and extent of the Hadley
cell correctly.</p>
      <p>Furthermore, changes in the surface winds and wind stress may be model dependent and
may differ in detail, i.e. some models do not project a northward shift of
the westerlies directly at the surface and therefore in the associated
surface wind stress. Thus, the proposed mechanism for changes in the seasonal
cycle of the oceanic OHT by the Ekman heat transport and the associated
changes in the geostrophic velocity field might differ between individual
models used for the CMIP5 multi-model ensemble and might require a similar
analysis in other CMIP5 models.</p>
      <p>The strong decrease in the mean overturning heat transport leading to the
30–50 % decrease in the OHT suggests that either the reduced meridional
temperature gradient requires less heat to be transported to the poles or
that a compensation mechanism must be at work, bringing additional heat from
the equator to the poles to obtain a closed heat budget. In MPI-ESM, the
atmosphere compensates for the decrease in the meridional ocean heat transport,
implying an increased atmospheric heat transport (not shown), as also
suggested by <xref ref-type="bibr" rid="bib1.bibx72" id="text.64"/>. A deeper analysis of the atmospheric
compensation and changes in the atmospheric heat transport is needed but is
beyond the scope of our study.</p>
      <p>The advection of heat by the ocean determines ocean heat storage rates and is
an important factor for air–sea heat exchange <xref ref-type="bibr" rid="bib1.bibx22" id="paren.65"/>, and thus for
carrying heat to the North Atlantic sector and especially towards the
European continent. By the changed ocean and heat transport dynamics, the
surface air–sea heat fluxes are presumably exposed to changes regarding areas
of heat flux divergences and convergences and thus of heat exchange and
shifts in the seasonal cycle of surface heat fluxes, which might affect the
climate over Europe.</p>
      <p>In agreement with other studies <xref ref-type="bibr" rid="bib1.bibx37" id="paren.66"><named-content content-type="pre">e.g.</named-content></xref>, the cooling
associated with the decline of the OHT and the AMOC is smaller than the
radiative heating of the atmospheric temperatures due to global warming. This
yields an overall increase in surface temperature in the North Atlantic
sector, which may be possible to separate from an AMOC decrease due to
their distinctive footprints in outgoing long-wave and absorbed shortwave
radiation <xref ref-type="bibr" rid="bib1.bibx24" id="paren.67"/>. However, it is difficult to clearly
separate the effect of the reduced ocean heat transport on surface
temperatures from the increased radiative heating of surface temperatures. To
identify this impact of the reduced OHT and changes in the OHT seasonal
cycle, further studies will be required for clarifying the impact of a
reduction and a changed seasonal cycle of the OHT on the North Atlantic
sector and European climate.</p>
</sec>
<sec id="Ch1.S6" sec-type="conclusions">
  <title>Conclusions</title>
      <p>Based on our analysis in the MPI-ESM CMIP5 climate projection RCP 8.5, we
conclude for the Atlantic Ocean meridional heat transport that
<list list-type="order"><list-item><p>accompanied by a 30 to 50 % decline in the time-mean OHT, the seasonal cycle of the OHT shifts in time
(1 to 6 months, depending on latitude and season) and in space (5<inline-formula><mml:math id="M164" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> northward) in both the subtropical and subpolar gyres in RCP 8.5.</p></list-item><list-item><p>these changes stem from a latitude-dependent altered seasonal cycle and a northward shift in the
zonal-mean zonal wind  (about 5<inline-formula><mml:math id="M165" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> northward) and the resulting changes in the surface wind field
that lead to a shift by 1 to 5 months in the seasonal cycle of the Ekman heat transport and the overturning heat transport.</p></list-item><list-item><p>especially in the tropical and subtropical North Atlantic, the OHT seasonal cycle is mostly forced
and mostly changed in the surface layer and the upper ocean, where the wind acts as the dominant direct
driver of the seasonal variability and leads to temporal shifts from 1 to 6 months.</p></list-item><list-item><p>thus, the changes in the total OHT seasonal cycle in the subtropical gyre result mostly from the
zonal-mean wind-driven and surface-intensified parts of the overturning heat transport, whereas
in the subpolar gyre, the changes in the seasonal cycle are dominated by the
gyre heat transport.</p></list-item><list-item><p>in the subpolar North Atlantic, we also find that the reduction of the North Atlantic Deep Water
formation results in a  weakened seasonal cycle with a weakened seasonal amplitude by the end of the 23rd
century and thus changes the OHT seasonal cycle in the SPG.</p></list-item></list>
These findings may have important implications for the impact of climate
change on the decadal predictability of the AMOC and the OHT.</p><?xmltex \hack{\clearpage}?>
</sec>

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

<app id="App1.Ch1.S1">
  <title>The meridional temperature transport in potential density coordinates</title>
<sec id="App1.Ch1.S1.SS1">
  <title>Methods</title>
      <p>The decomposition of the OHT into overturning and gyre components merely
represents the vertical integral of the temperature and meridional velocity
fields and thereby masks out any contribution from different layers and water
masses in the North Atlantic. To analyse how the vertical structure of the
North Atlantic ocean circulation and associated changes in the water mass
characteristics contribute to changes in the seasonal cycle of the OHT, we
calculate the OHT in potential density coordinates, similar to the analysis
of <xref ref-type="bibr" rid="bib1.bibx83" id="text.68"/>. Specifically, we calculate the temperature transport
for chosen potential density ranges since we can not ensure mass balance for
every considered density class. The temperature transport <inline-formula><mml:math id="M166" display="inline"><mml:mi>T</mml:mi></mml:math></inline-formula> in PWT (1 
PWT <inline-formula><mml:math id="M167" display="inline"><mml:mrow><mml:mo>=</mml:mo><mml:mn mathvariant="normal">1</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn>10</mml:mn><mml:mn>15</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> W) per density class is calculated from

                <disp-formula specific-use="align" content-type="numbered"><mml:math id="M168" display="block"><mml:mtable displaystyle="true"><mml:mtr><mml:mtd><mml:mstyle class="stylechange" displaystyle="true"/></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:mi>T</mml:mi><mml:mo>(</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:mo>(</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:msub><mml:mn mathvariant="normal">2</mml:mn><mml:mi>i</mml:mi></mml:msub></mml:mrow></mml:msub><mml:mo>,</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:msub><mml:mn mathvariant="normal">2</mml:mn><mml:mrow><mml:mi>i</mml:mi><mml:mo>+</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:msub><mml:mo>)</mml:mo><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="italic">ρ</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub><mml:msub><mml:mi>c</mml:mi><mml:mi>p</mml:mi></mml:msub><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">W</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">E</mml:mi></mml:msub></mml:mrow></mml:munderover><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mrow><mml:mi>z</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:msub><mml:mn mathvariant="normal">2</mml:mn><mml:mi>i</mml:mi></mml:msub></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mi>z</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:msub><mml:mn mathvariant="normal">2</mml:mn><mml:mrow><mml:mi>i</mml:mi><mml:mo>+</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:munderover></mml:mrow></mml:mtd></mml:mtr><mml:mlabeledtr id="App1.Ch1.E1"><mml:mtd/><mml:mtd><mml:mstyle class="stylechange" displaystyle="true"/></mml:mtd><mml:mtd><mml:mrow><mml:mstyle displaystyle="true" class="stylechange"/><mml:mspace width="1em" linebreak="nobreak"/><mml:mspace linebreak="nobreak" width="1em"/><mml:mi>v</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo><mml:mspace linebreak="nobreak" width="0.25em"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>x</mml:mi><mml:mspace width="0.25em" linebreak="nobreak"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>z</mml:mi><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr></mml:mtable></mml:math></disp-formula>

            with <inline-formula><mml:math id="M169" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> being the potential density referenced to 200 dbar, <inline-formula><mml:math id="M170" display="inline"><mml:mi>v</mml:mi></mml:math></inline-formula> the
meridional velocity and <inline-formula><mml:math id="M171" display="inline"><mml:mi mathvariant="italic">θ</mml:mi></mml:math></inline-formula> the potential temperature in <inline-formula><mml:math id="M172" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C. For
every density class, the temperature transport is integrated between the
depth of the upper and lower limits of that density class given by the depth
of the respective isopycnal <inline-formula><mml:math id="M173" display="inline"><mml:mrow><mml:mi>z</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:msub><mml:mn mathvariant="normal">2</mml:mn><mml:mi>i</mml:mi></mml:msub></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> and
<inline-formula><mml:math id="M174" display="inline"><mml:mrow><mml:mi>z</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi><mml:mo>,</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:msub><mml:mn mathvariant="normal">2</mml:mn><mml:mrow><mml:mi>i</mml:mi><mml:mo>+</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula>. For the temperature transport, the unit PWT is
used to make clear the difference of the temperature transport to the mass-balanced OHT. Even though the temperature transport does not hold
mass balance, it is an appropriate choice for the calculation of the heat
flux associated with the individual water masses. However, for the full
integral,
which is the sum of the individual components of <inline-formula><mml:math id="M175" display="inline"><mml:mi>T</mml:mi></mml:math></inline-formula> and gives the OHT, mass
is conserved. In contrast to <xref ref-type="bibr" rid="bib1.bibx83" id="text.69"/>, we use <inline-formula><mml:math id="M176" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> as
density.</p>
      <p>Through the relation of the density, in particular of the zonal density
gradient, to the geostrophic transport of the AMOC by the thermal wind
relation, we expect to find changes in the vertical structure where water mass
properties and the potential density change. For the definition of
individual water masses, we therefore perform a regression analysis for
eastern boundary fields, western boundary fields, and the zonal mean fields of
<inline-formula><mml:math id="M177" display="inline"><mml:mi mathvariant="italic">θ</mml:mi></mml:math></inline-formula>, <inline-formula><mml:math id="M178" display="inline"><mml:mi>S</mml:mi></mml:math></inline-formula>, and <inline-formula><mml:math id="M179" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> on the AMOC at 26<inline-formula><mml:math id="M180" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N for the HIST<inline-formula><mml:math id="M181" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> and
RCP<inline-formula><mml:math id="M182" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> individually for annual mean values of <inline-formula><mml:math id="M183" display="inline"><mml:mi mathvariant="italic">θ</mml:mi></mml:math></inline-formula>, <inline-formula><mml:math id="M184" display="inline"><mml:mi>S</mml:mi></mml:math></inline-formula>, and
<inline-formula><mml:math id="M185" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>. The regression analysis then enables us to identify main water
masses based on changes in the vertical profiles of the regression profile of
<inline-formula><mml:math id="M186" display="inline"><mml:mi mathvariant="italic">θ</mml:mi></mml:math></inline-formula>, <inline-formula><mml:math id="M187" display="inline"><mml:mi>S</mml:mi></mml:math></inline-formula> and <inline-formula><mml:math id="M188" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> on the AMOC (not shown), following
<xref ref-type="bibr" rid="bib1.bibx1" id="text.70"/>.</p>
      <p>Based on the regression analysis, we subdivide the temperature transport into
four layers with fixed potential density ranges, with water masses associated
with the surface circulation, an intermediate layer, North Atlantic Deep
Water (NADW, including parts of the lower Labrador Sea Water <inline-formula><mml:math id="M189" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> LSW,
Denmark Strait Overflow Water <inline-formula><mml:math id="M190" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> DSOW and Iceland–Scotland Overflow
Water <inline-formula><mml:math id="M191" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> ISOW) and abyssal waters from the Antarctic Bottom Water (AABW)
(see Table <xref ref-type="table" rid="App1.Ch1.T1"/>). The temperature–salinity diagrams reveal changes in
the water mass properties from the HIST<inline-formula><mml:math id="M192" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> to the
RCP<inline-formula><mml:math id="M193" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>, with warmer and saltier waters for surface and
intermediate layers in the RCP<inline-formula><mml:math id="M194" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> than in the
HIST<inline-formula><mml:math id="M195" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>, yielding layers of lighter density in the
RCP<inline-formula><mml:math id="M196" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> (Appendix Fig. <xref ref-type="fig" rid="App1.Ch1.F1"/>). Since we find changes in the
density classes and the associated water mass characteristics between the
HIST<inline-formula><mml:math id="M197" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> and RCP<inline-formula><mml:math id="M198" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>, the water mass definitions
differ between the HIST<inline-formula><mml:math id="M199" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> and RCP<inline-formula><mml:math id="M200" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>. The
individual water masses are therefore determined separately. In RCP 8.5, the
deep water formation in the North Atlantic is considerably reduced, leading
to a change in the water mass distribution. It is not convenient anymore to
define a traditional North Atlantic Deep Water, which is why the density
classes used to define the individual water masses differ between the
HIST<inline-formula><mml:math id="M201" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> and RCP<inline-formula><mml:math id="M202" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>. A finer separation of
individual water masses is not feasible in the model. For each water mass
with the respective density range, we then calculate the temperature
transport following Eq. (<xref ref-type="disp-formula" rid="App1.Ch1.E1"/>) and the corresponding
seasonal cycles.</p>

      <?xmltex \floatpos{t}?><fig id="App1.Ch1.F1" specific-use="star"><caption><p>Temperature–salinity diagrams at 26<inline-formula><mml:math id="M203" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N for the
historical simulation (1850–1950 in black) and RCP 8.5 (2200–2300 in red) for
<bold>(a)</bold> zonal mean, <bold>(b)</bold> western boundary, and <bold>(c)</bold> eastern
boundary temperatures and salinities. Water masses show the surface,
intermediate, North Atlantic Deep Water (NADW) and Antarctic Bottom Water
(AABW). The mean of the temperature–salinity diagrams averaged over density
layers is shown in grey and black.</p></caption>
          <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://esd.copernicus.org/articles/8/129/2017/esd-8-129-2017-f10.png"/>

        </fig>

      <?xmltex \floatpos{t}?><fig id="App1.Ch1.F2" specific-use="star"><caption><p><bold>(a)</bold> Time-mean temperature transport in the surface layer
(red) and intermediate layer (yellow, in PWT) compared to the total OHT
(black) and <bold>(b)</bold> time-mean temperature transport in the North
Atlantic Deep Water (NADW, magenta) and Antarctic Bottom Water (AABW, blue)
(in PWT) compared to the total OHT. The historical simulation (1850–1950)
is shown by solid lines, RCP 8.5 (2200–2300) by dashed lines.</p></caption>
          <?xmltex \igopts{width=369.885827pt}?><graphic xlink:href="https://esd.copernicus.org/articles/8/129/2017/esd-8-129-2017-f11.png"/>

        </fig>

      <?xmltex \floatpos{t}?><fig id="App1.Ch1.F3" specific-use="star"><caption><p>Contributions to the total OHT seasonal cycle from the temperature
transport (PWT) of individual water masses calculated in potential density
classes in the historical simulation (left) and RCP 8.5 (right):
<bold>(a–b)</bold> total OHT, <bold>(c–d) </bold> surface layer, <bold>(e–f)</bold>
intermediate layer, <bold>(g–h)</bold> NADW and <bold>(i–j)</bold> AABW. Shown
are anomalies relative to the annual mean at every latitude. Contour
interval is 0.02 PWT.</p></caption>
          <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://esd.copernicus.org/articles/8/129/2017/esd-8-129-2017-f12.png"/>

        </fig>

<?xmltex \floatpos{t}?><table-wrap id="App1.Ch1.T1" specific-use="star"><caption><p>Definition of water masses.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="5">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="center"/>
     <oasis:colspec colnum="3" colname="col3" align="center"/>
     <oasis:colspec colnum="4" colname="col4" align="center"/>
     <oasis:colspec colnum="5" colname="col5" align="center"/>
     <oasis:thead>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2">Surface</oasis:entry>  
         <oasis:entry colname="col3">Intermediate</oasis:entry>  
         <oasis:entry colname="col4">NADW</oasis:entry>  
         <oasis:entry colname="col5">AABW</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>  
         <oasis:entry colname="col1">HIST<inline-formula><mml:math id="M204" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col2"><inline-formula><mml:math id="M205" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub><mml:mo>≤</mml:mo><mml:mn>35.2</mml:mn></mml:mrow></mml:math></inline-formula> kg m<inline-formula><mml:math id="M206" 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></oasis:entry>  
         <oasis:entry colname="col3">35.2 kg m<inline-formula><mml:math id="M207" display="inline"><mml:mrow><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup><mml:mo>&lt;</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub><mml:mo>≤</mml:mo><mml:mn>35.8</mml:mn></mml:mrow></mml:math></inline-formula> kg m<inline-formula><mml:math id="M208" 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></oasis:entry>  
         <oasis:entry colname="col4">35.8 kg m<inline-formula><mml:math id="M209" display="inline"><mml:mrow><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup><mml:mo>&lt;</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub><mml:mo>≤</mml:mo><mml:mn>36.91</mml:mn></mml:mrow></mml:math></inline-formula> kg m<inline-formula><mml:math id="M210" 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></oasis:entry>  
         <oasis:entry colname="col5"><inline-formula><mml:math id="M211" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub><mml:mo>&gt;</mml:mo><mml:mn>36.91</mml:mn></mml:mrow></mml:math></inline-formula> kg m<inline-formula><mml:math id="M212" 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></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">RCP<inline-formula><mml:math id="M213" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col2"><inline-formula><mml:math id="M214" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub><mml:mo>≤</mml:mo><mml:mn>34.5</mml:mn></mml:mrow></mml:math></inline-formula> kg m<inline-formula><mml:math id="M215" 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></oasis:entry>  
         <oasis:entry colname="col3">34.5 kg m<inline-formula><mml:math id="M216" display="inline"><mml:mrow><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup><mml:mo>&lt;</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub><mml:mo>≤</mml:mo><mml:mn>35.4</mml:mn></mml:mrow></mml:math></inline-formula> kg m<inline-formula><mml:math id="M217" 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></oasis:entry>  
         <oasis:entry colname="col4">35.4 kg m<inline-formula><mml:math id="M218" display="inline"><mml:mrow><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup><mml:mo>&lt;</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub><mml:mo>≤</mml:mo><mml:mn>36.91</mml:mn></mml:mrow></mml:math></inline-formula> kg m<inline-formula><mml:math id="M219" 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></oasis:entry>  
         <oasis:entry colname="col5"><inline-formula><mml:math id="M220" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub><mml:mo>&gt;</mml:mo><mml:mn>36.91</mml:mn></mml:mrow></mml:math></inline-formula> kg m<inline-formula><mml:math id="M221" 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></oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p>The temperature transport for the individual water masses confirms that the
northward heat transport is mostly confined to the surface layer in the
tropical and subtropical North Atlantic in the HIST<inline-formula><mml:math id="M222" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> and RCP<inline-formula><mml:math id="M223" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>
(Fig. <xref ref-type="fig" rid="App1.Ch1.F2"/>). The intermediate water temperature transport increases
from the subtropical to the subpolar gyre and dominates the total OHT between
40  and 55<inline-formula><mml:math id="M224" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N in the HIST<inline-formula><mml:math id="M225" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> and between 40  and
70<inline-formula><mml:math id="M226" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N in the RCP<inline-formula><mml:math id="M227" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>, reflecting the outcropping of the intermediate
layer around 45<inline-formula><mml:math id="M228" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N. The NADW contributes with a southward (negative)
temperature transport to the total OHT in the subtropical gyre, representing
a return flow at depth and thus partially compensates for the surface-intensified
temperature transport in the HIST<inline-formula><mml:math id="M229" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> and RCP<inline-formula><mml:math id="M230" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>. In the HIST<inline-formula><mml:math id="M231" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>,
the temperature transport of the NADW changes to northward (positive)
transport in the subpolar gyre, considerably increases north of 50<inline-formula><mml:math id="M232" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N
and dominates the total OHT. Here, the NADW reaches the surface with
outcropping isopycnals and thus includes both the northward flow at the
surface and the southward flow at depth and determines the total OHT in the
northern SPG. In the RCP<inline-formula><mml:math id="M233" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> the temperature transport of the NADW is
considerably reduced in the subpolar North Atlantic and yields southward
temperature transport in the whole North Atlantic. This reflects that the
deep water formation in the North Atlantic is considerably reduced and the
isopycnals of the NADW do not outcrop anymore in the subpolar gyre. The
temperature transport of the intermediate water shows only little changes,
but it replaces and even intensifies the northward temperature transport of the
NADW in the subpolar gyre in the RCP<inline-formula><mml:math id="M234" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>. The AABW shows only
a small amount of
transport in the North Atlantic in both the HIST<inline-formula><mml:math id="M235" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> and RCP<inline-formula><mml:math id="M236" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>.</p>
</sec>
<sec id="App1.Ch1.S1.SS2">
  <title>Seasonal cycle in the temperature transport in potential density coordinates</title>
      <p>When analysing the seasonal cycle of the temperature transport in potential
density coordinates, we find a strong seasonal cycle in the temperature
transport in the surface layer (Fig. <xref ref-type="fig" rid="App1.Ch1.F3"/>c–d) in both the HIST<inline-formula><mml:math id="M237" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>
and RCP<inline-formula><mml:math id="M238" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>, with seasonal amplitudes of about 3 and 2 PW
respectively. Between the HIST<inline-formula><mml:math id="M239" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> and RCP<inline-formula><mml:math id="M240" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>, the seasonal cycle
pattern in the surface layer shifts considerably northward in the tropical
and subtropical North Atlantic and thus alters the seasonal cycle between
20 to 30<inline-formula><mml:math id="M241" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N with temporal shifts of 4 to 6 months in the
minimum and maximum. Furthermore, the seasonal cycle in the surface layer
generally intensifies in the subpolar gyre in the RCP<inline-formula><mml:math id="M242" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>. The surface layer
seasonal cycle can be assumed to be mostly wind-driven in the tropical North
Atlantic and the subtropical gyre, so that the seasonal cycle also closely
follows the Ekman heat transport seasonal cycle.</p>
      <p>In the intermediate layer the temperature transport also indicates a relevant
contribution to the OHT seasonal cycle (Fig. <xref ref-type="fig" rid="App1.Ch1.F3"/>e–f). In the tropical
and subtropical North Atlantic, the seasonal cycle of the intermediate water
is mainly opposite to the seasonal cycle of the surface layer in both
the HIST<inline-formula><mml:math id="M243" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> and RCP<inline-formula><mml:math id="M244" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> and thus partly compensates for the seasonal cycle
in the surface layer. From the HIST<inline-formula><mml:math id="M245" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> to the RCP<inline-formula><mml:math id="M246" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>, the pattern shows
shifts in the seasonal cycle of about 1 month to later months, but no clear
northward shift like in the surface layer. The seasonal cycle in the subpolar
gyre indicates a general phase shift of up to 6 months from the HIST<inline-formula><mml:math id="M247" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> to
the RCP<inline-formula><mml:math id="M248" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>, with a shift of the maximum from summer to winter between
approximately 40 to 50<inline-formula><mml:math id="M249" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N and a shift of the maximum from
winter to spring between 50 and 60<inline-formula><mml:math id="M250" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N.</p>
      <p>In the NADW (Fig. <xref ref-type="fig" rid="App1.Ch1.F3"/>g–h), substantial changes occur resulting from
changes in the water mass formation in the North Atlantic. In the
HIST<inline-formula><mml:math id="M251" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>, the formation of NADW is present and leads to a seasonal cycle
in the temperature transport of the NADW, giving an important contribution
especially in the subpolar gyre. In the RCP<inline-formula><mml:math id="M252" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>, the seasonal cycle is
weakened in the remaining temperature transport of the NADW, with a decrease
in the seasonal amplitude, thus showing a surface-ward shift of the processes
acting on the OHT seasonal cycle, especially in the subpolar gyre.</p>
      <p>The AABW seasonal cycle is generally weak and thus does not considerably
contribute to the full OHT seasonal cycle (Fig. <xref ref-type="fig" rid="App1.Ch1.F3"/>i–j). Still, we
found a seasonal cycle in the HIST<inline-formula><mml:math id="M253" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula>. In the RCP<inline-formula><mml:math id="M254" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">mean</mml:mi></mml:msub></mml:math></inline-formula> we found changes in
the seasonal cycle with a northward shift of the pattern and also latitude-dependent temporal shifts. These changes in the AABW might result from
changed dynamics in the Southern Ocean that are also influencing the global ocean
circulation, which we do not focus on in this study and thus need further
analysis.</p><?xmltex \hack{\newpage}?>
</sec>
</app>
  </app-group><notes notes-type="competinginterests">

      <p>The authors declare that they have no conflict of interest.</p>
  </notes><ack><title>Acknowledgements</title><p>We thank the two anonymous reviewers for very constructive comments. We thank
Ralf Hand for stimulating discussions. This work was supported by the
Cooperative Project RACE, Regional Atlantic Circulation and Global Change,
funded through the German Federal Ministry for Education and Research (BMBF),
03F0651A (Matthias Fischer, Johanna Baehr), and by the Cluster of Excellence
CliSAP (EXC177), Universität Hamburg, funded through the German Research
Foundation (DFG) (Daniela I. V. Domeisen and Johanna Baehr). The work of
Wolfgang M. Müller was supported by the German Federal Ministry for
Education and Research (BMBF) project MiKlip (PT01LP1144A). Furthermore,
research leading to these results has received funding from the European
Union's Seventh Framework Programme (FP7/2007-2013) under grant agreement
no. 308378 ENV.2012.6.1-1: seasonal-to-decadal climate predictions towards
climate services (<uri>http://www.specs-fp7.eu/</uri>). The climate simulations
were performed at the German Climate Computing Centre (DKRZ). <?xmltex \hack{\newline}?><?xmltex \hack{\newline}?> Edited by: V. Lucarini <?xmltex \hack{\newline}?> Reviewed by: two
anonymous referees</p></ack><ref-list>
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