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      Introduction to climate dynamics and climate modelling - Heat balance at the surface
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            <h2>
              2.1.6 Heat balance
              at the surface
            </h2>
            <p>
              As discussed in section <a href="chapter2_node3.xml">2.1.1</a>, the incoming solar radiation on a horizontal surface
              at the top of the atmosphere is about 342 Wm<sup>-2</sup>, with roughly 30% of this
              being reflected back into space. An analysis of the Earth's global heat
              balance (Fig. <a href="#image057">2.19</a>) shows that more that 70% of the reflection takes place in the
              atmosphere, mainly because of the presence of clouds and <a href="glossary_a.html#aerosols">aerosols</a>. 
              The remaining 30%
              is reflected by the surface. By contrast, the majority of the absorption of solar radiation occurs at the surface, 
              which absorbs 2.5 times more solar energy than the whole atmosphere. This shows clearly that the majority of 
              atmospheric warming occurs from below, and not by direct absorption of solar radiation. This important 
              property of the system explains the major characteristics of the Earth's atmosphere, including the vertical 
              temperature profile and the large scale circulation of the atmosphere 
              (see sections <a href="chapter1_node4.xml">1.2.1</a> et <a href="chapter1_node5.html">1.2.2</a>).
            </p>
            <p>
              The outgoing <a name="longwave_radiation" href="glossary_l.xml#longwave_radiation">longwave radiation</a> 
              required to balance the Earth's Budget at the top of
              the atmosphere is mainly emitted by the atmosphere and clouds. Among the 
              396 Wm<sup>-2</sup> emitted by the surface, only 
              40 Wm<sup>-2</sup> can exit the climate system directly. 
              The large majority of surface <a href="glossary_l.xml#longwave_radiation">longwave radiation</a>
              is absorbed by the atmospheric greenhouse gases and re-emitted towards the
              surface where the downward longwave radiation flux (333 Wm<sup>-2</sup>) becomes the largest term in the
              surface heat balance.
            </p>
            <div align="center">
              <a name="image057" id="image057"></a><a name="542"></a>
              <table>
                <caption align="bottom"><p align="center">
<strong>Figure 2.19:</strong> Estimate of the Earth's annual and global 
mean energy balance for the March 2000 to May 2004 period in Wm<sup>-2</sup>. 
Figure from <a class="ref" href="chapter2_node16.html">Trenberth et
                  al. (2009)</a>. Copyright 2009 American Meteorological Society (AMS).
</p></caption>

                <tr>
                  <td>
                    <div align="center">
                      <img align="bottom" border="0" HEIGHT="500px" width="686px" src=
                      "./images/image(4).jpg.png" alt="Image image(4)" />
                    </div>
                  </td>
                </tr>
              </table>
            </div>
            <p>
              In addition to the radiative fluxes, the surface and the atmosphere exchange heat
              through direct contact between the surface and the air (<a name="sensible_heat" href="glossary_s.xml#sensible_heat">sensible heat</a> flux or
              thermals) as well as through evaporation and transpiration. Indeed, when evaporation
              (or sublimation) takes place at the surface, the <a name="latent_heat" href="glossary_l.xml#latent_heat">latent heat</a> required for the phase
              transition is taken out of the surface and results of a surface cooling. Later,
              mainly during the formation of clouds, the water vapour condensates and the latent
              heat is released into the atmosphere. This leads to a net mass and heat transfer from
              the surface into the atmosphere, which is one of the main drivers of the general
              atmospheric circulation.
            </p>
            <p>
              The fluxes of sensible and latent heat are generally estimated 
              as a function of the wind speed at a reference level, and the 
              difference in temperature  (for the <a href="glossary_s.xml#sensible_heat">sensible
              heat</a> flux <i>F<sub>SH</sub></i>) or <a href="glossary_s.xml#specific_humidity">specific humidity</a> (for the latent heat
              flux <i>F<sub>LH</sub></i>) between the surface and the air at this
              reference level, using classical bulk aerodynamic formulae:
            </p>
            <div class="mathdisplay c1"><a name="eq2X33" id="eq2X33"></a>
              <!-- MATH
 \begin{equation}
F_{SH} =\rho c_{p} c_{h} U_{a} \left(T_{s} -T_{a} \right)
\end{equation}
 -->
              <table class="equation" cellpadding="0" width="90%" align="center">
                <tr valign="middle">
                  <td nowrap="nowrap" align="center">
                    <math xmlns="http://www.w3.org/1998/Math/MathML" display="block" 
                    overflow="scroll"><msub><mi>F</mi><mrow><mi>S</mi><mi>H</mi></mrow></msub><mo>
                    =</mo><mi>&#x03C1;</mi><msub><mi>c</mi><mi>p</mi></msub><msub><mi>c</mi><mi>
                    h</mi></msub><msub><mi>U</mi><mi>a</mi></msub><mfenced close=")" open="(" 
                    separators=""><msub><mi>T</mi><mi>s</mi></msub><mo>-</mo><msub><mi>T</mi><mi>
                    a</mi></msub></mfenced><mspace linebreak="newline"/></math>
                  </td>
                  <td nowrap="nowrap" class="eqno" width="10" align="right">
                    (<span class="arabic">2</span>.<span class="arabic">33</span>)
                  </td>
                </tr>
              </table>
            </div><br clear="all" />
            <div class="mathdisplay c1"><a name="eq2X34" id="eq2X34"></a>
              <!-- MATH
 \begin{equation}
F_{LE} =\rho L_{v} c_{L} U_{a} \left(q_{s} -q_{a} \right)
\end{equation}
 -->
              <table class="equation" cellpadding="0" width="90%" align="center">
                <tr valign="middle">
                  <td nowrap="nowrap" align="center">
                    <math xmlns="http://www.w3.org/1998/Math/MathML" display="block" 
                    overflow="scroll"><msub><mi>F</mi><mrow><mi>L</mi><mi>E</mi></mrow></msub><mo>
                    =</mo><mi>&#x03C1;</mi><msub><mi>L</mi><mi>v</mi></msub><msub><mi>c</mi><mi>
                    L</mi></msub><msub><mi>U</mi><mi>a</mi></msub><mfenced close=")" open="(" 
                    separators=""><msub><mi>q</mi><mi>s</mi></msub><mo>-</mo><msub><mi>q</mi><mi>
                    a</mi></msub></mfenced><mspace linebreak="newline"/></math>
                  </td>
                  <td nowrap="nowrap" class="eqno" width="10" align="right">
                    (<span class="arabic">2</span>.<span class="arabic">34</span>)
                  </td>
                </tr>
              </table>
            </div>
            <p>
              where <i>U</i><sub>a</sub>, <i>T</i><sub>a</sub>, <i>q</i><sub>a</sub>
              are the wind velocity, air temperature and <a href="glossary_specific_humidity">specific humidity</a> at the reference level
              (generally 2 m or 10 m), <i>T</i><sub>s</sub> and <i>q</i><sub>s</sub> are
              the surface temperature and specific humidity at the surface, <i>c</i><sub>h</sub> and <i>c</i><sub>L</sub>
              are the aerodynamic (bulk) coefficient. In general, they are function of the
              stability of the <a href="glossary_a.html#atmospheric_boundary_layer">atmospheric boundary layer</a>,
               the roughness of the surface, the
              wind speed and the reference height. In the majority of cases, <i>c</i><sub>h</sub> and <i>c</i><sub>L</sub>
              are not too different from each other and their value ranges from 1.10<sup>-3</sup> to 5.10<sup>-5</sup>. 
              The highest values occur 
              with unstable boundary layers and very rough surfaces which tend to generate strong turbulent 
              motions and thus higher exchanges between the surface and the air than quieter situations.
            </p>
            <p>
              The specific humidity, <i>q</i><sub>s</sub>, above a wet surface is generally very close to saturation. It
              can thus be expressed using the <a name="clausius_clapeyron" href="glossary_c.xml#clausius_clapeyron">Clausius-Clapeyron
              equation</a>, which shows that the amount of water vapour in the air at saturation is
              strongly dependent on the temperature. For instance, the amount of water vapour that
              can be present in the atmosphere at a temperature of 20°C is more than three times
              higher than at 0°C. As a
              consequence, the evaporation and the latent heat flux are much larger at low latitudes than at
              high ones. The latent heat flux is thus larger than the sensible heat flux at low latitudes, 
              while the two fluxes are generally of the same order of magnitude over the ocean at high latitudes. 
              The ratio between the sensible heat and latent heat fluxes is usually expressed as 
              the Bowen Ratio <i>B</i><sub>o</sub>:
            </p>
            <div class="mathdisplay c1">
              <!-- MATH
 \begin{equation}
B_{o} =\frac{F_{SH} }{F_{LE} }
\end{equation}
 -->
              <table class="equation" cellpadding="0" width="90%" align="center">
                <tr valign="middle">
                  <td nowrap="nowrap" align="center">
                    <math xmlns="http://www.w3.org/1998/Math/MathML" display="block" 
                    overflow="scroll"><msub><mi>B</mi><mi>o</mi></msub><mo>=</mo><mfrac><msub><mi>
                    F</mi><mrow><mi>S</mi><mi>H</mi></mrow></msub><msub><mi>F</mi><mrow><mi>L</mi>
                    <mi>E</mi></mrow></msub></mfrac><mspace linebreak="newline"/></math>
                  </td>
                  <td nowrap="nowrap" class="eqno" width="10" align="right">
                    (<span class="arabic">2</span>.<span class="arabic">35</span>)
                  </td>
                </tr>
              </table>
            </div>
            <p>
              Over land surfaces, the latent heat flux is a function of the water availability and
              <span class="MATH"><i>B</i><sub>o</sub></span> can be much higher than unity over dry
              areas.
            </p>
            <p>
              The heat balance shown in Figure <a href="#image057">2.19</a> for the whole Earth can also be computed
              for any particular surface on Earth. This is generally the method used to obtain
              <i>T</i><sub>s</sub>. Let us consider a unit volume at the
              Earth's surface with an area of 1 m<sup>2</sup> and a thickness <i>h</i><sub>su</sub> (Fig. <a href="#image062">2.20</a>).
               <i>h</i><sub>su</sub> is supposed to be sufficiently small to safely make the
              approximation that the temperature is constant over <i>h</i><sub>su</sub> and equal to <i>T</i><sub>s</sub>. 
              The heat balance of this volume can then be expressed as:
            </p>
            <div class="mathdisplay c1"><a name="eq2X36" id="eq2X36"></a>
              <!-- MATH
 \begin{equation}
\rho c_{p} h_{su} \frac{\partial T_{s} }{\partial t} =\left(1-\alpha \right)F_{sol} +F_{IR\downarrow } +F_{IR\uparrow } +F_{SE} +F_{LE} +F_{cond}
\end{equation}
 -->
              <table class="equation" cellpadding="0" width="90%" align="center">
                <tr valign="middle">
                  <td nowrap="nowrap" align="center">
                    <math xmlns="http://www.w3.org/1998/Math/MathML" display="block" 
                    overflow="scroll"><mi>&#x03C1;</mi><msub><mi>c</mi><mi>p</mi></msub><msub><mi>
                    h</mi><mrow><mi>s</mi><mi>u</mi></mrow></msub><mfrac><mrow><mo>&#x2202;</mo>
                    <msub><mi>T</mi><mi>s</mi></msub></mrow><mrow><mo>&#x2202;</mo><mi>t</mi>
                    </mrow></mfrac><mo>=</mo><mfenced close=")" open="(" separators=""><mn>1</mn>
                    <mo>-</mo><mi>&#x03B1;</mi></mfenced><msub><mi>F</mi><mrow><mi>s</mi><mi>o</mi>
                    <mi>l</mi></mrow></msub><mo>+</mo><msub><mi>F</mi><mrow><mrow><mi>I</mi><mi>
                    R</mi></mrow><mo>&#x2193;</mo></mrow></msub><mo>+</mo><msub><mi>F</mi><mrow>
                    <mrow><mi>I</mi><mi>R</mi></mrow><mo>&#x2191;</mo></mrow></msub><mo>+</mo>
                    <msub><mi>F</mi><mrow><mi>S</mi><mi>E</mi></mrow></msub><mo>+</mo><msub><mi>
                    F</mi><mrow><mi>L</mi><mi>E</mi></mrow></msub><mo>+</mo><msub><mi>F</mi><mi>
                    cond</mi></msub><mspace linebreak="newline"/></math>
                  </td>
                  <td nowrap="nowrap" class="eqno" width="10" align="right">
                    (<span class="arabic">2</span>.<span class="arabic">36</span>)
                  </td>
                </tr>
              </table>
            </div>
            <p>
              The left-hand side of the Eq. <a href="#eq2X36">2.36</a> represents the heat storage in the layer
              <i>h</i><sub>su</sub> (see section <a href="chapter2_node7_1.xml">2.1.5.1</a>). 
              <i>F</i><sub>sol</sub> is the incoming solar flux at the surface which
              is a function of the incoming solar radiation at the top of the atmosphere and of the
              transmissivity of the atmosphere (related to the presence of clouds, aerosols, the
              humidity of the air, etc). A fraction <math xmlns="http://www.w3.org/1998/Math/MathML" overflow="scroll">
<mi>&#x03B1;</mi></math> of <i>F</i><sub>sol</sub> is reflected by the surface and not absorbed. 
              <i>F</i><sub>IR<math xmlns="http://www.w3.org/1998/Math/MathML" overflow="scroll">
<mo>&#x2193;</mo></math></sub> is the downward longwave
              radiation flux at surface. This flux is caused by the emission of infra-red radiation
              at various levels in the atmosphere. It is thus a complex function of the
              temperature and humidity profiles in the atmosphere, the cloud cover and the height
              of the clouds, the presence of various greenhouse gases (in addition to water
              vapour), etc. The longwave upward radiation flux 
               <i>F</i><sub>IR<math xmlns="http://www.w3.org/1998/Math/MathML" overflow="scroll">
<mo>&#x2191;</mo></math>
              </sub> can be computed using the
              <a href="glossary_s.xml#stefan_boltzmann_law">Stefan-Boltzman law</a> while the expressions for <i>F</i><sub>SE</sub> and <i>F</i><sub>LE</sub> are given by Eq. <a href="#eq2X33">2.33</a> and <a href="#eq2X34">2.34</a>. <i>F</i><sub>cond</sub>, the flux from below the surface, is a
              conduction flux for solid surfaces (such as the ground and the ice) that can be
              represented following the <a  name="fourier_law" href="glossary_f.xml#fourier_law">Fourier's law</a>. 
              For the ocean, this flux is related to the
              dynamics of the <a name="oceanic_mixed_layer" href="glossary_o.xml#oceanic_mixed_layer">oceanic mixed layer</a>. 
              Additionally, if the media at the surface is
              (partly) transparent, a fraction of the radiation is not absorbed in the layer of
              thickness <i>h</i><sub>su</sub> and must be subtracted from
              the term (
              1 - <math xmlns="http://www.w3.org/1998/Math/MathML" overflow="scroll">
<mi>&#x03B1;</mi></math> <i>F</i><sub>sol</sub>) in Eq. <a href="#eq2X36">2.36</a>. For the
              other fluxes, the exchanges take place in 
              a very shallow layer and can reasonably be considered as purely surface processes.
            </p>
            
             <p>
              Figure <a href="#image062">2.20</a> displays a relatively simple situation where the surface (i.e. the
              interface between the atmosphere and the material below) is clearly defined. In
              complex terrain with very rough topography, for instance over forests or urban areas,
              defining the lower limit of the atmosphere is less straightforward. Computing the
              surface fluxes in these regions is a very complex issue which is currently the
              subject of intense research.
            </p>
            <div align="center">
              <a name="image062" id="image062"></a><a name="595"></a>
              <table>
                <caption align="bottom"><p align="center">
                  <strong>Figure 2.20:</strong> The heat balance of a surface.
                </p></caption>
                <tr>
                  <td>
                    <div align="center">
                      <img align="bottom" border="0" src=
                      "./images/image(17).png" alt="Image image(17)" />
                    </div>
                  </td>
                </tr>
              </table>
            </div>
           
            <p>
              When snow or ice is present at the surface, the temperature <i>T</i><sub>s</sub> cannot be higher 
              than the freezing point
              of water. As a consequence, Eq. <a href="#eq2X36">2.36</a> remains valid as long as
              <i>T</i><sub>s</sub> is below the freezing point. When surface 
              melting occurs  (i.e., when <i>T</i><sub>s</sub> equals the freezing point of water) an additional 
              term, corresponding to the latent heat
              of fusion required to keep the temperature unchanged, must be added 
              to the right-hand side of Eq. <a href="#eq2X36">2.36</a>.
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