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	<journal>
		<journal_title>Biogeosciences</journal_title>
		<journal_url>www.biogeosciences.net</journal_url>
		<issn>1726-4170</issn>
		<eissn>1726-4189</eissn>
		<volume_number>4</volume_number>
		<issue_number>6</issue_number>
		<publication_year>2007</publication_year>
	</journal>
	<doi>10.5194/bg-4-1115-2007</doi>
	<article_url>http://www.biogeosciences.net/4/1115/2007/</article_url>
	<abstract_html>http://www.biogeosciences.net/4/1115/2007/bg-4-1115-2007.html</abstract_html>
	<fulltext_pdf>http://www.biogeosciences.net/4/1115/2007/bg-4-1115-2007.pdf</fulltext_pdf>
	<start_page>1115</start_page>
	<end_page>1126</end_page>
	<publication_date>2007-12-17</publication_date>
	<article_title content_type="html">Atmospheric CO&lt;sub&gt;2&lt;/sub&gt; modeling at the regional scale: an intercomparison of 5 meso-scale atmospheric models</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>C. Sarrat</name>
			<email>claire.sarrat@cnrm.meteo.fr</email>
		</author>
		<author numeration="2" affiliations="1">
			<name>J. Noilhan</name>
		</author>
		<author numeration="3" affiliations="2">
			<name>A. J. Dolman</name>
		</author>
		<author numeration="4" affiliations="3">
			<name>C. Gerbig</name>
		</author>
		<author numeration="5" affiliations="3">
			<name>R. Ahmadov</name>
		</author>
		<author numeration="6" affiliations="2">
			<name>L. F. Tolk</name>
		</author>
		<author numeration="7" affiliations="2">
			<name>A. G. C. A. Meesters</name>
		</author>
		<author numeration="8" affiliations="4">
			<name>R. W. A. Hutjes</name>
		</author>
		<author numeration="9" affiliations="4">
			<name>H. W. Ter Maat</name>
		</author>
		<author numeration="10" affiliations="5">
			<name>G. Pérez-Landa</name>
		</author>
		<author numeration="11" affiliations="5">
			<name>S. Donier</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">CNRM-GAME Météo France, 42 avenue Coriolis, 31057 Toulouse cedex France</affiliation>
		<affiliation numeration="2" content_type="html">Vrije Universiteit, De Boelelaan 1085,1081 HV Amsterdam, The Netherlands</affiliation>
		<affiliation numeration="3" content_type="html">Max Planck Institute for Biogeochemistry, Hans-Knoell-Str.10, 07745 Jena, Germany</affiliation>
		<affiliation numeration="4" content_type="html">ALTERRA, Droevendaalsesteeg 3, 6708 PB Wageningen,The Netherlands</affiliation>
		<affiliation numeration="5" content_type="html">CEAM,Parque Tecnológico C/Charles R. Darwin, 14, 46980-Paterna-Valencia, Spain</affiliation>
	</affiliations>
	<abstract content_type="html">Atmospheric CO&lt;sub&gt;2&lt;/sub&gt; modeling in interaction with the surface fluxes, at the regional scale is developed
within the frame of the European project CarboEurope-IP and its Regional
Experiment component. In this context, five meso-scale meteorological models at 2 km resolution participate in an intercomparison exercise.
Using a common experimental protocol that imposes a large number of rules,
two days of the CarboEurope Regional Experiment Strategy (CERES) campaign are simulated.
A systematic evaluation of the models is done in confrontation with the observations, using statistical
tools and direct comparisons. Thus, temperature and relative humidity at 2 m, wind direction, surface energy
and CO&lt;sub&gt;2&lt;/sub&gt; fluxes, vertical profiles of potential temperature as well as in-situ CO&lt;sub&gt;2&lt;/sub&gt; concentrations
comparisons between observations and simulations are examined. These comparisons reveal a cold bias in
the simulated temperature at 2 m, the latent heat flux is often underestimated. Nevertheless, the CO&lt;sub&gt;2&lt;/sub&gt; concentrations
heterogeneities are well captured by most of the models.
&lt;br&gt;&lt;br&gt;
This intercomparison exercise shows also the models ability to represent the meteorology and carbon cycling
at the synoptic and regional scale in the boundary layer, but also points out some of the major shortcomings of the models.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Ahmadov, R., Gerbig, C., Kretschmer, R., Koerner, S., Neininger, B., Dolman, A., and Sarrat, C.: Mesoscale covariance of transport and CO&lt;sub&gt;2&lt;/sub&gt; fluxes: evidence from observations and simulations using the WRF-VPRM coupled atmosphere-biosphere model, J. Geophys. Res., in press, 2007. </reference>
		<reference numeration="2" content_type="text"> Bousquet, P., Ciais, P., Monfray, P., Balkanski, Y., Ramonet, M., and Tans, P.: Influence of two atmospheric transport models on inferring sources and sinks of atmospheric CO&lt;sub&gt;2&lt;/sub&gt;, Tellus, 48B, 568&amp;ndash;582, 1998. </reference>
		<reference numeration="3" content_type="text"> 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, Agri. For. Meteor., 92, 73&amp;ndash;95, 1998. </reference>
		<reference numeration="4" content_type="text"> Champeaux, J., Fortin, H., and Han, K.-S.: Spatio-temporal characterization of biomes over south-west of France using SPOT/VEGETATION and Corine Land Cover datasets, IGARSS&apos;05 Proceedings, 2005. </reference>
		<reference numeration="5" content_type="text"> Dolman, A., Noilhan, J., Durand, P., Sarrat, C., Brut, A., Butet, A., Jarosz, N., Brunet, Y., Loustau, D., Lamaud, E., Tolk, L., Ronda, R., Miglietta, F., Gioli, B., Magliulo, E., Esposito, M., Gerbig, C., Koerner, S., Galdemard, P., Ramonet, M., Ciais, P., Neininger, B., Hutjes, R., Elbers, J., Warnecke, T., Landa, G., Sanz, M., Scholz, Y., and Facon, G.: CERES, the Carboeurope Regional Experiment Strategy in: les Landes, South West France, May&amp;ndash;June 2005, BAMS, 87, 1367&amp;ndash;1379, 2006. </reference>
		<reference numeration="6" content_type="text"> Freitas, S R., Longo, K M., Silva Dias, M A F., Silva Dias, P L., Chatfield, R., Prins, E., Artaxo, P., Grell, G A., and Recuero, F.S.: Monitoring the transport of biomass burning emissions in South America, Environ. Fluid Mech., 5, 135&amp;ndash;167, 2005. </reference>
		<reference numeration="7" content_type="text"> Gerbig, C., Lin, J., Wofsy, S., Daube, B., Andrews, A., Stephens, B., Bakwin, P., and Grainger, A.: Toward contraining regional scale fluxes of CO&lt;sub&gt;2&lt;/sub&gt; with atmospheric observations over a continent: 1. Observed spatial variability from airborne platforms, J. Geophys. Res., 108(D24), 4756, doi:10.1029/2002JD003018, 2003. </reference>
		<reference numeration="8" content_type="text"> Gerbig, C., Koerner, S., and Lin, J C.: Vertical mixing in atmospheric tracer transport models: error characterization and propagation, Atmos. Chem. Phys. Discuss., 7, 13 121&amp;ndash;13 150, 2007. </reference>
		<reference numeration="9" content_type="text"> Lauvaux, T., Uliasz, M., Sarrat, C., Chevallier, F., Bousquet, P., Lac, C., Davis, K. J., Ciais, P., Denning, A. S., and Rayner, P.: Mesoscale inversion: first results from the CERES campaign with synthetic data, Atmos. Chem. Phys. Discuss., 7, 10 439&amp;ndash;10 465, 2007. </reference>
		<reference numeration="10" content_type="text"> Noilhan, J. and Planton, S.: A simple parametrization of land surface processes for meteorological models, Mon. Weather Rev., 117, 536&amp;ndash;549, 1989. </reference>
		<reference numeration="11" content_type="text"> Pathmathevan, M., Wofsy, S., Matross, D., Xiao, X., Dunn, A., Lin, J., Gerbig, C., Munger, J., Chow, V., and Gottlieb, E.: A Satellite-based biosphere parameterization for Net Ecosystem CO&lt;sub&gt;2&lt;/sub&gt; Exchange: Vegetation Photosynthesis and Respiration Model (VPRM), Global Biogeochem. Cy., doi:10.1029/2006GB002735, in press, 2007. </reference>
		<reference numeration="12" content_type="text"> Pérez-Landa, G., Ciais, P., Gangoilti, G., Palau, J., Carrara, A., Gioli, B., Miglietta, F., Schumacher, M., Millan, M., and Sanz, J.: Mesoscale circulations over complex terrain in the Valencia coastal region, Spaign &amp;ndash; Part 2: Modeling CO&lt;sub&gt;2&lt;/sub&gt; transport using idealized surface fluxes, Atmos. Chem. Phys., 7, 1851&amp;ndash;1868, 2007. </reference>
		<reference numeration="13" content_type="text"> Pielke, R A., Cotton, W R., Walko, R L., Tremback, C J., Lyons, W A., Grasso, L D., Nicholls, M E., Moran, M D., Lee, D A W T J., and Copeland, J H.: A Comprehensive Meteorological Modeling System &amp;ndash; Rams, Meteorol. Atmos. Phys., 49, 69&amp;ndash;91, 1992. </reference>
		<reference numeration="14" content_type="text"> Rödenbeck, C., Houweling, S., Gloor, M., and Heimann, M.: CO&lt;sub&gt;2&lt;/sub&gt; flux history 1982&amp;ndash;2001 inferred from atmospheric data using a global inversion of atmospheric transport, Atmos. Chem. Phys., 3, 1919&amp;ndash;1964, 2003. </reference>
		<reference numeration="15" content_type="text"> Sarrat, C., Noilhan, J., Lacarrère, P., Donier, S., Lac, C., Calvet, J.-C., Dolman, A., Gerbig, C., Neininger, B., Ciais, P., Paris, J., Boumard, F., Ramonet, M., and Butet, A.: Atmospheric CO&lt;sub&gt;2&lt;/sub&gt; modeling at the regional scale in : Application to the CarboEurope Regional Experiment, J. Geophys. Res., 112, D12105, doi:10.1029/2006JD008107, 2007. </reference>
		<reference numeration="16" content_type="text"> Schmitgen, S., Geiß, H., Ciais, P., Neininger, B., Brunet, Y., Reichstein, M., Kley, D., and Volz-Thomas, A.: Carbon dioxide uptake of a forested region in southwest France derived from airborne CO&lt;sub&gt;2&lt;/sub&gt; and CO measurements in a quasi-Lagrangian experiment, J. Geophys. Res., 109, D14302, doi:10.1029/2003JD004335, 2004. </reference>
		<reference numeration="17" content_type="text"> Skamarock, W., Klemp, J., Dudhia, J., Gil, D., Barker, D., Wang, W., and Powers, J.: A description of the advanced research WRF (Version 2), NCAR Technical Note, 2005. </reference>
		<reference numeration="18" content_type="text"> Takahashi, T., Feely, R.,Weiss, R., Wanninkhof, R., Chipman, D., Sutherland, S., and Takahashi, T.: Global air-sea flux of CO&lt;sub&gt;2&lt;/sub&gt; : An estimate based on measurements of sea-air pCO&lt;sub&gt;2&lt;/sub&gt; difference, Proc. Natl. Acad., 94, 8292&amp;ndash;8299, 1997. </reference>
		<reference numeration="19" content_type="text"> Tans, P., Fung, I., and Takahashi, T.: Observational constraints on the global atmospheric CO&lt;sub&gt;2&lt;/sub&gt; budget, Science, 247, 1437&amp;ndash;1438, 1990. </reference>
		<reference numeration="20" content_type="text"> Vilá-Guerau~de Arellano, J., Gioli, B., Miglietta, F., Jonker, H., Baltink, H., Hutjes, R., and Holtslag, A.: Entrainment process of carbon dioxide in the atmospheric boundary layer, J. Geophys. Res., 109, D18110, doi:10.1029/2004JD004725, 2004. </reference>
		<reference numeration="21" content_type="text"> Walko, R L., Band, L E., Baron, J., Kittel, T G F., Lammers, R., Lee, T J., Ojima, D., Pielke, R A., Taylor, C., Tague, C., Tremback, C J., and Vidale, P L.: Coupled atmosphere-biophysics-hydrology models for environmental modeling, J. Appl. Meteorol., 39, 931&amp;ndash;944, 2000. </reference>
	</references>
</article>

