<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="3.0" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher">GMD</journal-id>
<journal-title-group>
<journal-title>Geoscientific Model Development</journal-title>
<abbrev-journal-title abbrev-type="publisher">GMD</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1991-9603</issn>
<publisher><publisher-name>Copernicus GmbH</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/gmd-5-1377-2012</article-id>
<title-group>
<article-title>Inclusion of vegetation in the Town Energy Balance model for modelling urban green areas</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Lemonsu</surname>
<given-names>A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Masson</surname>
<given-names>V.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Shashua-Bar</surname>
<given-names>L.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Erell</surname>
<given-names>E.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Pearlmutter</surname>
<given-names>D.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Météo France/CNRS, URA1357, Centre de Recherches Météorologiques,  Toulouse, France</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Jacob Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Israel</addr-line>
</aff>
<pub-date pub-type="epub">
<day>09</day>
<month>11</month>
<year>2012</year>
</pub-date>
<volume>5</volume>
<issue>6</issue>
<fpage>1377</fpage>
<lpage>1393</lpage>
<permissions>
<license xlink:type="simple">
<license-p>This is an open-access article ditributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri xlink:href="http://www.geosci-model-dev.net/5/1377/2012/gmd-5-1377-2012.html">This article is available from http://www.geosci-model-dev.net/5/1377/2012/gmd-5-1377-2012.html</self-uri>
<self-uri xlink:href="http://www.geosci-model-dev.net/5/1377/2012/gmd-5-1377-2012.pdf">The full text article is available as a PDF file from http://www.geosci-model-dev.net/5/1377/2012/gmd-5-1377-2012.pdf</self-uri>
<abstract>
<p>Cities impact both local climate, through urban heat islands and global
climate, because they are an area of heavy greenhouse gas release into the
atmosphere due to heating, air conditioning and traffic. Including more
vegetation into cities is a planning strategy having possible positive
impacts for both concerns. Improving vegetation representation into urban
models will allow us to address more accurately these questions. This paper
presents an improvement of the Town Energy Balance (TEB) urban canopy model.
Vegetation is directly included inside the canyon, allowing shadowing of
grass by buildings, better representation of urban canopy form and, a
priori, a more accurate simulation of canyon air microclimate. The surface
exchanges over vegetation are modelled with the well-known Interaction Soil
Biosphere Atmosphere (ISBA) model that is integrated in the TEB&apos;s code
architecture in order to account for interactions between natural and
built-up covers. The design of the code makes possible to plug and use any
vegetation scheme. Both versions of TEB are confronted to experimental data
issued from a field campaign conducted in Israel in 2007. Two semi-enclosed
courtyards arranged with bare soil or watered lawn were instrumented to
evaluate the impact of landscaping strategies on microclimatic variables and
evapotranspiration. For this case study, the new version of the model with integrated vegetation
performs better than if vegetation is treated outside the canyon. Surface
temperatures are closer to the observations, especially at night when
radiative trapping is important. The integrated vegetation version simulates
a more humid air inside the canyon. The microclimatic quantities (i.e., the
street-level meteorological variables) are better simulated with this new
version. This opens opportunities to study with better accuracy the urban
microclimate, down to the micro (or canyon) scale.</p>
</abstract>
<counts><page-count count="17"/></counts>
</article-meta>
</front>
<body/>
<back>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1</label><mixed-citation publication-type="other" xlink:type="simple"> Boone, A., Masson, V., Meyers, T., and Noilhan, J.: The influence of the inclusion of soil freezing on simulations by a soil-vegetation-atmosphere transfer scheme, J. Appl. Meteor., 9, 1544–1569, 2000. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Calvet, J.-C., Noilhan, J., Roujean, J.-L., Bessemoulin, P., Cabelguenne, M., Olioso, A., and Wigneron, J.-P.: An interactive vegetation SVAT model tested against data from six contrasting sites, Agr. Forest Meteorol., 92, 73–95, 1998. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Cuxart, J., Bougeault, P., and Redelsperger, J.-L.: A turbulence scheme allowing for mesoscale and large-eddy simulations, Q. J. Roy. Meteorol. Soc., 126, 1–30, 2000. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Dupont, S. and Mestayer, P.: Parameterization of the urban energy budget with the Submesoscale Soil Model, J. Appl. Meteorol. Climatol., 45, 1744–1765, 2006. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Essery, R., Best, M., Betts, R., Cox, P., and Taylor, C.: Explicit representation of subgrid heterogeneity in a GCM land surface scheme, J. Hydrol., 4, 530–543, 2003. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> FAO/IIASA/ISRIC/ISSCAS/JRC: Harmonized World Soil Database (version 1.1), FAO, Rome, Italy and IISA, Laxenburg, Austria, 2009. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Gibelin, A.-L., Calvet, J.-C., and Viovy, N.: Modelling energy and CO&lt;sub&gt;2&lt;/sub&gt; fluxes with an interactive vegetation land surface model, Evaluation at high and middle latitudes, Agr. Forest Meteorol., 148, 1611–1628, 2008. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Grimmond, C., Blackett, M., Best, M., Barlow, J., Baik, J.-J., Belcher, S., Bohnenstengel, S., Calmet, I., Chen, F., Dandou, A., Fortuniak, K., Gouvea, M., Hamdi, R., Hendry, M., Kondo, H., Krayenhoff, S., Lee, S.-H., Loridan, T., Martilli, A., Masson, V., Miao, S., Oleson, K., Pigeon, G., Porson, A., Salamanca, F., Shashua-Bar, L., Steeneveld, G.-J., Tombrou, M., Voogt, J., and Zhang, N.: The international urban energy balance models comparison project : First results from Phase 1, J. Appl. Meteorol. Climatol., 49, 1268–1292, 2010. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Grimmond, C., Blackett, M., Best, M., Barlow, J., Baik, J.-J., Belcher, S., Bohnenstengel, S., Calmet, I., Chen, F., Dandou, A., Fortuniak, K., Gouvea, M., Hamdi, R., Hendry, M., Kondo, H., Krayenhoff, S., Lee, S.-H., Loridan, T., Martilli, A., Masson, V., Miao, S., Oleson, K., Pigeon, G., Porson, A., Salamanca, F., Shashua-Bar, L., Steeneveld, G.-J., Tombrou, M., Voogt, J., and Zhang, N.: The international urban energy balance models comparison project: Initial results from Phase 2, Int. J. Climatol., 31, 244–272, 2011. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Hamdi, R. and Masson, V.: Inclusion of a drag approach in the town energy balance (TEB) scheme : offline 1-d validation in a street canyon, J. Appl. Meteorol. Climatol., 47, 2627–2644, 2008. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Kanda, M., Kawai, T., Kanega, M., Moriwaki, R., Narita, K., and Hagishima, A.: A simple energy balance model for regular building arrays, Bound.-Lay. Meteorol., 116, 423–443, 2005. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Kondo, H., Genchi, Y., Kikegawa, Y., Ohashi, Y., Yoshikado, H., and Komiyama, H.: Development of a multi-layer urban canopy model for the analysis of energy consumption in a big city: Structure of the urban canopy model and its basic performance, Bound.-Lay. Meteorol., 116, 395–421, 2005. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Krayenhoff, E. and Voogt, J.: A microscale threedimensional urban energy balance model for studying surface temperatures, Bound.-Lay. Meteorol., 123, 433–461, 2007. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Lafore, J. P., Stein, J., Asencio, N., Bougeault, P., Ducrocq, V., Duron, J., Fischer, C., Héreil, P., Mascart, P., Masson, V., Pinty, J. P., Redelsperger, J. L., Richard, E., and Vilà-Guerau de Arellano, J.: The Meso-NH Atmospheric Simulation System. Part I: adiabatic formulation and control simulations, Ann. Geophys., 16, 90–109, http://dx.doi.org/10.1007/s00585-997-0090-6doi:10.1007/s00585-997-0090-6, 1998. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Lee, S.-H.: Further development of the Vegetated Urban Canopy Model including a grass-covered surface parametrization and photosynthesis effects, Bound.-Lay. Meteorol., 140, 315–342, 2011. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Lee, S.-H. and Park, S.-U.: A vegetated urban canopy model for meteorological and environmental modelling, Bound.-Lay. Meteorol., 126, 73–102, 2008. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Lemonsu, A., Grimmond, C., and Masson, V.: Modeling the surface energy balance of the core of an old Mediterranean city: Marseille, J. Appl. Meteorol., 43, 312–327, 2004. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Lemonsu, A., Kounkou-Arnaud, R., Desplat, J., Salagnac, J.-L., and Masson, V.: Evolution of the Parisian urban climate under a global changing climate, Climatic Change, http://dx.doi.org/10.1007/s10584-012-0521-6doi:10.1007/s10584-012-0521-6, online first, 2012. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Martilli, A., Clappier, A., and Rotach, M.: An urban surface exchange parameterisation for mesoscale models, Bound.-Lay. Meteorol., 104, 261–304, 2002. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Masson, V.: A Physically-Based Scheme for the Urban Energy Budget in Atmospheric Models, Bound.-Lay. Meteorol., 94, 357–397, 2000. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Masson, V. and Seity, Y.: Including atmospheric layers in vegetation and urban offline surface schemes, J. Appl. Meteorol. Climatol., 48, 1377–1397, 2009. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Masson, V., Grimmond, C., and Oke, T.: Evaluation of the Town Energy Balance (TEB) scheme with direct measurements from dry districts in two cities, J. Appl. Meteorol., 41, 1011–1026, 2002. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Masson, V., Moigne, P L., Martin, E., Faroux, S., Alias, A., Alkama, R., Belamari, S., Barbu, A., Boone, A., Bouyssel, F., Brousseau, P., Brun, E., Calvet, J.-C., Carrer, D., Decharme, B., Delire, C., Donier, S., Essaouini, K., Gibelin, A.-L., Giordani, H., Habets, F., Jidane, M., Kerdraon, G., Kourzeneva, E., Lafaysse, M., Lafont, S., Brossier, C L., Lemonsu, A., Mahfouf, J.-F., Marguinaud, P., Mokhtari, M., Morin, S., Pigeon, G., Salgado, R., Seity, Y., Taillefer, F., Tanguy, G., Tulet, P., Vincendon, B., Vionnet, V., and Voldoire, A.: The SURFEXv7.2 land and ocean surface platform for coupled or offline simulation of Earth surface variables and fluxes, Geosci. Model Dev. Discuss., submitted, 2012. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Noilhan, J. and Planton, S.: A simple parameterisation of land surface processes for meteorological models, Mon. Weather Rev., 117, 536–549, 1989. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Offerle, B., Jonsson, P., Eliasson, I., and Grimmond, C.: Urban modification of the surface energy balance in the west African Sahel: Ouagadougou, Burkina Faso, Int. J. Climatol., 18, 3983–3995, 2005. \hack </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Pigeon, G., Moscicki, M., Voogt, J., and Masson, V.: Simulation of fall and winter surface energy balance over a dense urban area using the TEB scheme, Meteorol. Atmos. Phys., 102, 159–171, 2008. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Porson, A., Harman, I., Bohnenstengel, S., and Belcher, S.: How many facets are needed to represent the surface energy balance of an urban area?, Bound.-Lay. Meteorol., 132, 107–128, 2009. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Redelsperger, J.-L., Diongue, A., Diedhiou, A., Céron, J.-P., Diop, M., Gueremy, J.-F., and Lafore, J.-P.: Multiscale description of a Sahelian weather system representative of the West African monsoon, Q. J. Roy. Meteorol. Soc., 128, 1229–1257, 2002. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Roberts, S., Oke, T., Grimmond, C., and Voogt, J.: Comparison of four methods to estimate urban heat storage, J. Appl. Meteorol. Climatol., 45, 1766–1781, 2006. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Salamanca, F., Krpo, A., Martilli, A., and Clappier, A.: A new building energy model coupled with an urban canopy parameterisation for urban climate simulations part I. formulation, verification, and sensitivity analysis of the model, Theor. Appl. Climatol., 99, 331–344, 2010. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Salgado, R. and Moigne, P L.: Coupling of the FLake model to the Surfex externalized surface model, Boreal Env. Res., 15, 231–244, 2010. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Santiago, J. and Martilli, A.: A dynamic urban canopy parameterisation for mesoscale models based on computational fluid dynamics Reynolds-averaged Navier-Stokes microscale simulations, Bound.-Lay. Meteorol., 137, 417–439, 2010. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Seity, Y., Brousseau, P., Malardel, S., Hello, G., Bénard, P., Bouttier, F., Lac, C., and Masson, V.: The AROME-France convective scale operational model, Mon. Weather Rev., 139, 976–991, 2011. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Shashua-Bar, L. and Hoffman, M E.: The green CTTC model for predicting the air temperature in small urban wooded sites, Buil. Environ., 37, 1279–1288, 2002. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Shashua-Bar, L. and Hoffman, M E.: Quantitative evaluation of passive cooling of the UCL microclimate in hot regions in summer, Buil. Environ., 39, 1087–1099, 2004. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Shashua-Bar, L., Pearlmutter, D., and Erell, E.: The cooling efficiency of urban landscape strategies in a hot dry climate, Landscape Urban Plan., 92, 179–186, 2009. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Shashua-Bar, L., Pearlmutter, D., and Erell, E.: The influence of trees and grass on outdoor thermal comfort in a hot-arid environment, Int. J. Climatol., 31, 1498–1506, 2011. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Yamada, T.: A numerical model study of turbulent airflow in and above a forest canopy, J. Meteor. Soc. Jpn, 60, 439–454, 1982. </mixed-citation>
</ref>
</ref-list>
</back>
</article>