<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE article SYSTEM "http://www.atmos-chem-phys.net/inc/acp/copernicus.dtd">
<article language="en">
	<journal>
		<journal_title>Atmospheric Chemistry and Physics</journal_title>
		<journal_url>www.atmos-chem-phys.net</journal_url>
		<issn>1680-7316</issn>
		<eissn>1680-7324</eissn>
		<volume_number>10</volume_number>
		<issue_number>2</issue_number>
		<publication_year>2010</publication_year>
	</journal>
	<doi>10.5194/acp-10-789-2010</doi>
	<article_url>http://www.atmos-chem-phys.net/10/789/2010/</article_url>
	<abstract_html>http://www.atmos-chem-phys.net/10/789/2010/acp-10-789-2010.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys.net/10/789/2010/acp-10-789-2010.pdf</fulltext_pdf>
	<start_page>789</start_page>
	<end_page>815</end_page>
	<publication_date>2010-01-26</publication_date>
	<article_title content_type="html">Global model simulations of air pollution during the 2003 European heat wave</article_title>
	<authors>
		<author numeration="1" affiliations="1,2">
			<name>C. Ordóñez</name>
			<email>carlos.ordonez@metoffice.gov.uk</email>
		</author>
		<author numeration="2" affiliations="1">
			<name>N. Elguindi</name>
		</author>
		<author numeration="3" affiliations="3,4">
			<name>O. Stein</name>
		</author>
		<author numeration="4" affiliations="5">
			<name>V. Huijnen</name>
		</author>
		<author numeration="5" affiliations="6">
			<name>J. Flemming</name>
		</author>
		<author numeration="6" affiliations="6">
			<name>A. Inness</name>
		</author>
		<author numeration="7" affiliations="7">
			<name>H. Flentje</name>
		</author>
		<author numeration="8" affiliations="8">
			<name>E. Katragkou</name>
		</author>
		<author numeration="9" affiliations="9">
			<name>P. Moinat</name>
		</author>
		<author numeration="10" affiliations="9">
			<name>V.-H. Peuch</name>
		</author>
		<author numeration="11" affiliations="5,10">
			<name>A. Segers</name>
		</author>
		<author numeration="12" affiliations="1">
			<name>V. Thouret</name>
		</author>
		<author numeration="13" affiliations="1">
			<name>G. Athier</name>
		</author>
		<author numeration="14" affiliations="5">
			<name>M. van Weele</name>
		</author>
		<author numeration="15" affiliations="11,12">
			<name>C. S. Zerefos</name>
		</author>
		<author numeration="16" affiliations="1">
			<name>J.-P. Cammas</name>
		</author>
		<author numeration="17" affiliations="3">
			<name>M. G. Schultz</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Laboratoire d&apos;Aérologie, UMR5560, CNRS and Université de Toulouse, Toulouse, France</affiliation>
		<affiliation numeration="2" content_type="html">Met Office, Atmospheric Dispersion Group, Exeter, UK</affiliation>
		<affiliation numeration="3" content_type="html">FZ Jülich, Institute for Chemistry and Dynamics of the Geosphere – 2: Troposphere, Jülich, Germany</affiliation>
		<affiliation numeration="4" content_type="html">Max Planck Institute for Meteorology, Hamburg, Germany</affiliation>
		<affiliation numeration="5" content_type="html">Royal Netherlands Meteorological Institute (KNMI), De Bilt, The Netherlands</affiliation>
		<affiliation numeration="6" content_type="html">European Centre for Medium-Range Weather Forecasts (ECMWF), Reading, UK</affiliation>
		<affiliation numeration="7" content_type="html">Deutscher Wetterdienst (DWD), Observatorium Hohenpeißenberg, Germany</affiliation>
		<affiliation numeration="8" content_type="html">Laboratory of Atmospheric Physics, Aristotle University of Thessaloniki, Thessaloniki, Greece</affiliation>
		<affiliation numeration="9" content_type="html">Météo-France, Centre National de Recherches Météorologiques, Toulouse, France</affiliation>
		<affiliation numeration="10" content_type="html">TNO Built Environment and Geosciences, Department of Air Quality and Climate, Utrecht, The Netherlands</affiliation>
		<affiliation numeration="11" content_type="html">Laboratory of Climatology and Atmospheric Environment, Faculty of Geology and Geoenvironment, University of Athens, Greece</affiliation>
		<affiliation numeration="12" content_type="html">Atmospheric Environment Division, Biomedical Research Foundation of the Academy of Athens, Greece</affiliation>
	</affiliations>
	<abstract content_type="html">Three global Chemistry Transport Models – MOZART, MOCAGE, and
TM5 – as well as MOZART coupled to the IFS meteorological model including
assimilation of ozone (O&lt;sub&gt;3&lt;/sub&gt;) and carbon monoxide (CO)
satellite column retrievals, have been compared to surface measurements and
MOZAIC vertical profiles in the troposphere over Western/Central Europe for
summer 2003. The models reproduce the meteorological features and
enhancement of pollution during the period 2–14 August, but not fully the
ozone and CO mixing ratios measured during that episode. Modified normalised
mean biases are around &amp;minus;25% (except ~5% for MOCAGE) in the case
of ozone and from &amp;minus;80% to &amp;minus;30% for CO in the boundary layer above
Frankfurt. The coupling and assimilation of CO columns from MOPITT overcomes
some of the deficiencies in the treatment of transport, chemistry and
emissions in MOZART, reducing the negative biases to around 20%. The
high reactivity and small dry deposition velocities in MOCAGE seem to be
responsible for the overestimation of O&lt;sub&gt;3&lt;/sub&gt;  in this model.
Results from sensitivity simulations indicate that an increase of the
horizontal resolution to around 1&amp;deg;&amp;times;1&amp;deg; and potential
uncertainties in European anthropogenic emissions or in long-range transport
of pollution cannot completely account for the underestimation of CO and
O&lt;sub&gt;3&lt;/sub&gt; found for most models. A process-oriented TM5
sensitivity simulation where soil wetness was reduced results in a decrease
in dry deposition fluxes and a subsequent ozone increase larger than the
ozone changes due to the previous sensitivity runs. However this latest
simulation still underestimates ozone during the heat wave and overestimates
it outside that period. Most probably, a combination of the mentioned
factors together with underrepresented biogenic emissions in the models,
uncertainties in the modelling of vertical/horizontal transport processes in
the proximity of the boundary layer as well as limitations of the chemistry
schemes are responsible for the underestimation of ozone (overestimation in
the case of MOCAGE) and CO found in the models during this extreme pollution
event.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Aas, W., and Hjellbrekke, A-G.: Data quality 2003, quality assurance and field comparisons, EMEP/CCC-Report 6/2005, Reference O-95024, Norwegian Institute for Air Research, Kjeller, 2005. </reference>
		<reference numeration="2" content_type="text"> Agnew, P., Mittermaier, M. P., Honore, C., Elbern, H., Coll, I., Vautard, R., and Peuch, V.-H.: Evaluation of GEMS Regional Air Quality Forecasts, GEMS report, available at http://gems.ecmwf.int/do/get/PublicDocuments/1533/1402?showfile=true, 2007. </reference>
		<reference numeration="3" content_type="text"> Bechtold, P., Bazile, E., Guichard, F., Mascart, P., and Richard, E.: A mass flux convection scheme for regional and global models, Q. J. R. Meteorol. Soc., 127, 869–886, 2001. </reference>
		<reference numeration="4" content_type="text"> Beer, R., Glavich, T. A., and Rider, D. M.: Tropospheric Emission Spectrometer for the Earth Observing System&apos;s Aura satellite, Appl. Optics, 40, 2356–2367, 2001. </reference>
		<reference numeration="5" content_type="text"> Beniston, M.: The 2003 heat wave in Europe - A shape of things to come? An analysis based on Swiss climatological data and model simulations, Geophys. Res. Lett., 31, L02202, doi:10.1029/2003GL018857, 2004. </reference>
		<reference numeration="6" content_type="text"> Bousserez, N., Attié, J.-L., Peuch, V.-H., Michou, M., Pfister, G., et al.: Evaluation of the MOCAGE chemistry and transport model during the ICARTT/ITOP experiment, J. Geophys. Res., 112, D10S42, doi:10.1029/2006JD007595, 2007. </reference>
		<reference numeration="7" content_type="text"> Bowman, K. W., Worden, J., Steck, T., Worden, H. M., Clough, S., and Rodgers, C. D.: Capturing time and vertical variability of tropospheric ozone: A study using TES nadir retrievals, J. Geophys. Res., 107(D23), 4723, doi:10.1029/2002JD002150, 2002. </reference>
		<reference numeration="8" content_type="text"> Dufour, A., Amodei, M., Ancellet, G., and Peuch, V.-H.: Observed and modelled &quot;chemical weather&quot; during ESCOMPTE, Atmos. Res., 74(1–4), 161–189, 2004. </reference>
		<reference numeration="9" content_type="text"> Eremenko, M., Dufour, G., Foret, G., Keim, C., Orphal, J., Beekmann, M., Bergametti, G., and Flaud, J.-M.: Tropospheric ozone distributions over Europe during the heat wave in July 2007 observed from infrared Nadir spectra measured by IASI, Geophys. Res. Lett., 35, L18805, doi:10.1029/2008GL034803, 2008. </reference>
		<reference numeration="10" content_type="text"> Esler, J. G.: An integrated approach to mixing sensitivities in tropospheric chemistry: A basis for the parameterization of subgrid-scale emissions for chemistry transport models, J. Geophys. Res., 108(D20), 4632, doi:10.1029/2003JD003627, 2003. </reference>
		<reference numeration="11" content_type="text"> Fiala, J., Cernikovsky, L., de Leeuw, F., and Kurfuerst, P.: Air pollution by ozone in Europe in summer 2003 – Overview of exceedances of EC ozone threshold values during the summer season April–August 2003 and comparisons with previous years, EEA Topic Report No. 3/2003, European Environment Agency, Copenhagen, 2003. </reference>
		<reference numeration="12" content_type="text"> Filleul, L., Cassadou, S., Médina, S., Fabres, P., Lefranc, A., Eilstein, D., Le Tertre, A., Pascal, L., Chardon, B., Blanchard, M., Declercq, C., Jusot, J.-F., Prouvost, H., and Ledrans, M.: The relation between temperature, ozone and mortality in nine French cities during the heat wave of 2003, Environ. Health Perspect., 114(9), 1344–1347, 2006. </reference>
		<reference numeration="13" content_type="text"> Fischer, P. H., Brunekreef, B., and Lebret, E.: Air pollution related deaths during the 2003 heat wave in the Netherlands, Atmos. Environ., 38, 1083–1085, 2004. </reference>
		<reference numeration="14" content_type="text"> Flemming, J., Inness, A., Flentje, H., Huijnen, V., Moinat, P., Schultz, M. G., and Stein, O.: Coupling global chemistry transport models to ECMWF&apos;s integrated forecast system, Geosci. Model Dev., 2, 253–265, 2009. </reference>
		<reference numeration="15" content_type="text"> Ganzeveld, L., Lelieveld, J., and Roelofs, G.-J.: A dry deposition parameterization for sulfur oxides in a chemistry and general circulation model, J. Geophys. Res., 103(D5), 5679–5694, doi:10.1029/97JD03077, 1998. </reference>
		<reference numeration="16" content_type="text"> Gardner, R. M., Adams, K., Cook, T., Deidewig, F., Ernedal, S., Falk, R., Fleuti, E., Herms, E., Johnson, C. E., Lecht, M., Lee, D. S., Leech, M., Lister, D., Masse, B., Metcalfe, M., Newton, P., Schmitt, A., Vandenbergh, C., and Van Drimmelen, R.: The ANCAT/EC global inventory of NO&lt;sub&gt;x&lt;/sub&gt; emissions from aircraft, Atmos. Environ., 31(12), 1751–1766, 1997. </reference>
		<reference numeration="17" content_type="text"> Giorgi, F. and Chameides, W. L.: Rainout lifetimes of highly soluble aerosols and gases as inferred from simulations with a general circulation model, J. Geophys. Res., 91, 14367–14376, 1986. </reference>
		<reference numeration="18" content_type="text"> Guelle, W., Balkanski, Y. J., Schulz, M., Dulac, F., and Monfray, P.: Wet deposition in a global size-dependent aerosol transport model 1, Comparison of a 1 year Pb simulation with ground measurements, J. Geophys. Res., 103(D10), 11429–11445, doi:10.1029/97JD03680, 1998. </reference>
		<reference numeration="19" content_type="text"> Guerova, G., and Jones, N.: A global model study of ozone enhancement during the August 2003 heat wave in Europe, Environ. Chem., 4(5), 285–292, doi:10.1071/EN07027, 2007. </reference>
		<reference numeration="20" content_type="text"> Hack, J. J: Parameterization of moist convection in the National Center for Atmospheric Research community climate model (CCM2), J. Geophys. Res., 99(D3), 5551–5568, 1994. </reference>
		<reference numeration="21" content_type="text"> Hjellbrekke, A.-G. and Solberg, S.: Ozone Measurements 2003, EMEP/CCC Report 4/2005, Reference O-99074, Norwegian Institute for Air Research, Kjeller, 2005. </reference>
		<reference numeration="22" content_type="text"> Hodzic, A., Vautard, R., Chepfer, H., Goloub, P., Menut, L., Chazette, P., Deuzé, J. L., Apituley, A., and Couvert, P.: Evolution of aerosol optical thickness over Europe during the August 2003 heat wave as seen from CHIMERE model simulations and POLDER data, Atmos. Chem. Phys., 6, 1853–1864, 2006. </reference>
		<reference numeration="23" content_type="text"> Hodzic, A.,~Madronich, S.,~Bohn, B.,~Massie, S.,~Menut, L., and~Wiedinmyer, C.: Wildfire particulate matter in Europe during summer 2003 – meso-scale modeling of smoke emissions, transport and radiative effects, Atmos. Chem. Phys.,~7,~4043–4064,~2007. </reference>
		<reference numeration="24" content_type="text"> Hollingsworth, A., Engelen, R. J., Textor, C., Benedetti, A., Boucher, O., et al.: The Global Earth-system Monitoring using Satellite and in-situ data (GEMS) Project: Towards a monitoring and forecasting system for atmospheric composition, BAMS, 89(8), 1147–1164, doi:10.1175/2008BAMS2355.1, 2008. </reference>
		<reference numeration="25" content_type="text"> Holtslag, A. A. M. and Boville, B. A.: Local versus nonlocal boundary-layer diffusion in a global climate model, J. Climate, 6 (10), 1825–1842, 1993. </reference>
		<reference numeration="26" content_type="text"> Holtslag, A. A. M. and Moeng, C.-H.: Eddy diffusivity and countergradient transport in the convective atmospheric boundary layer, J. Atmos. Sci., 48(14), 1690–1698, 1991. </reference>
		<reference numeration="27" content_type="text"> Horowitz, L. W., Walters, S., Mauzerall, D. L., Emmons, L. K., Rasch, P. J., Granier, C., Tie, X., Lamarque, J.-F., Schultz, M. G., Tyndall, G. S., Orlando, J. J., and Brasseur, G. P.: A global simulation of tropospheric ozone and related tracers: Description and evaluation of MOZART, version 2, J. Geophys. Res., 108(D24), 4784, doi:10.1029/2002JD002853, 2003. </reference>
		<reference numeration="28" content_type="text"> Houweling, S., Dentener, F., and Lelieveld, J.: The impact of non-methane hydrocarbon compounds on tropospheric photochemistry, J. Geophys. Res., 103(D9), 10673–10696, doi:10.1029/97JD03582, 1998. </reference>
		<reference numeration="29" content_type="text"> Inness, A., Flemming, J., Suttie, M., and Jones, L.: GEMS data assimilation system for chemically reactive gases, ECMWF Technical Memorandum 587, European Centre for Medium-Range Weather Forecast, Reading, available at: http://www.ecmwf.int/publications/library/ecpublications/_pdf/tm/501-600/tm587.pdf, 2009. </reference>
		<reference numeration="30" content_type="text"> Josse, B., Simon, P., and Peuch, V.-H.: Radon global simulations with the multiscale chemistry and transport model MOCAGE, Tellus B, 56(4), 339–356, 2004. </reference>
		<reference numeration="31" content_type="text"> Kinnison, D. E., Brasseur, G. P., Walters, S., Garcia, R. R., Marsh, D. R., Sassi, F., Harvey, V. L., Randall, C. E., Emmons, L., Lamarque, J. F., Hess, P., Orlando, J. J., Tie, X. X., Randel, W. , Pan, L. L., Gettelman, A., Granier, C., Diehl, T., Niemeier, U., and Simmons, A. J.: Sensitivity of Chemical Tracers to Meteorological Parameters in the MOZART-3 Chemical Transport Model, J. Geophys. Res, 112, D20302, doi:10.1029/2006JD007879, 2007. </reference>
		<reference numeration="32" content_type="text"> Krol, M., Houweling, S., Bregman, B., van den Broek, M., Segers, A., van Velthoven, P., Peters, W., Dentener, F., and Bergamaschi, P.: The two-way nested chemistry-transport zoom model TM5: Algoritm and Applications, Atmos. Chem. Phys., 5(2), 417–432, 2005. </reference>
		<reference numeration="33" content_type="text"> Lathière, J., Hauglustaine, D. A., De Noblet-Ducoudré, N., Krinner, G., and Folberth, G. A.: Past and future changes in biogenic volatile organic compound emissions simulated with a global dynamic vegetation model, Geophys. Res. Lett., 32, L20818, doi:10.1029/2005GL024164, 2005. </reference>
		<reference numeration="34" content_type="text"> Lee, J. D., Lewis, A. C., Monks, P. S., et al.: Ozone photochemistry and elevated isoprene during the UK heatwave of August 2003, Atmos. Environ., 40, 7598–7613, 2006. </reference>
		<reference numeration="35" content_type="text"> Lefèvre, F., Brasseur, G. P., Folkins, I., Smith, A. K., and Simon, P.: Chemistry of the 1991–1992 stratospheric winter – Three dimensional model simulations, J. Geophys. Res., 99(D4), 8183–8195, 1994. </reference>
		<reference numeration="36" content_type="text"> Liang, J. and Jacobson, M. Z.: Effects of subgrid segregation on ozone production efficiency in a chemical model, Atmos. Environ., 34, 2975–2982, 2000. </reference>
		<reference numeration="37" content_type="text"> Lin, S. J. and Rood, R. B.: Multidimensinal flux-form semi-Lagrangian transport schemes, Mon. Weather. Rev., 124, 2046–2070, 1996. </reference>
		<reference numeration="38" content_type="text"> Louis, J. F.: A parametric model of vertical eddy fluxes in the atmosphere, Boundary Lay. Meteorol., 17, 187–202, 1979. </reference>
		<reference numeration="39" content_type="text"> Luterbacher, J., Dietrich, D., Xoplaki, E., Grosjean, M., and Wanner, H.: European seasonal and annual temperature variability, trends, and extremes since 1500, Science, 303, 1499–1503, 2004. </reference>
		<reference numeration="40" content_type="text"> Madronich, S., and Flocke, S.: The role of solar radiation in atmospheric chemistry, in Handbook of Environmental Chemistry, edited by P. Boule, Springer-Verlag, New York, USA, 1–26, 1998. </reference>
		<reference numeration="41" content_type="text"> Marenco, A., Thouret, V., Nédélec, P., Smit, H., Helten, M., Kley, D., Karcher, F., Simon, P., Law, K., Pyle, J., Poschmann, G., Von Wrede, R., Hume, C., and Cook, T.: Measurement of ozone and water vapour by Airbus in-service aircraft: The MOZAIC airborne program, An overview, J. Geophys. Res., 103(D19), 25631–25642, doi:10.1029/98JD00977, 1998. </reference>
		<reference numeration="42" content_type="text"> Mari, C., Jacob, D. J., and Bechtold, P.: Transport and scavenging of soluble gases in a deep convective cloud, J. Geophys. Res., 105, 22255–22267, 2000. </reference>
		<reference numeration="43" content_type="text"> Michou, M. and Peuch, V.-H.: Surface exchanges in the MOCAGE multi-scale chemistry and transport model, J. Water Sci., 15, 173–204, 2002. </reference>
		<reference numeration="44" content_type="text"> Michou, M., Laville, P., Serça, D., Fotiadi, A., Bouchou, P., and Peuch, V.-H.: Measured and modeled dry deposition velocities over the ESCOMPTE area, Atmos. Res., 74(1–4), 89–116, 2004. </reference>
		<reference numeration="45" content_type="text"> Müller, J.-F.: Geographical distribution and seasonal variation of surface emissions and deposition velocities of atmospheric trace gases, J. Geophys. Res., 97, 3787–3804, 1992. </reference>
		<reference numeration="46" content_type="text"> Nedelec, P., Cammas, J. P., Thouret, V., Athier, G., Cousin, J. M., Legrand, C., Abonnel, C., Lecoeur, F., Cayez, G., and Marizy, C.: An improved infrared carbon monoxide analyser for routine measurements aboard commercial Airbus aircraft: technical validation and first scientific results of the MOZAIC III programme, Atmos. Chem. Phys., 3, 1551–1564, 2003. </reference>
		<reference numeration="47" content_type="text"> Ordóñez, C., Mathis, H., Furger, M., Henne, S., Hüglin, C., Staehelin, J., and Prévôt, A. S. H.: Changes of daily surface ozone maxima in Switzerland in all seasons from 1992 to 2002 and discussion of summer 2003, Atmos. Chem. Phys., 5, 1187–1203, 2005. </reference>
		<reference numeration="48" content_type="text"> Prather, M.: Numerical advection by conservation of second-order moments, J. Geophys. Res., 91, 6671–6681, 1986. </reference>
		<reference numeration="49" content_type="text"> Rabier, F., Järvinen, H., Klinker, E., Mahfouf, J.-F., and Simmons, A.: The ECMWF operational implementation of four-dimensional variational assimilation. Part I: Experimental results with simplified physics, Q. J. Roy. Meteor. Soc., 126 (564), 1143–1170, 2000. </reference>
		<reference numeration="50" content_type="text"> Randerson, J. T., van der Werf, G. R., Collatz, G. J., Giglio, L., Still, C. J., Kasibhatla, P., Miller, J. B., White, J. W. C., DeFries, R. S., and Kasischke, E. S.: Fire emissions from C&lt;sub&gt;3&lt;/sub&gt; and C&lt;sub&gt;4&lt;/sub&gt; vegetation and their influence on interannual variability of atmospheric CO&lt;sub&gt;2&lt;/sub&gt; and $\delta^13$CO&lt;sub&gt;2&lt;/sub&gt;, Global Biogeochem. Cy., 19, GB2019, doi:10.1029/2004GB002366, 2005. </reference>
		<reference numeration="51" content_type="text"> Randerson, J. T., van der Werf, G. R., Giglio, L., Collatz, G. J., and Kasibhatla, P. S.: Global Fire Emissions Database, Version 2 (GFEDv2.1), data set, available online at: http://daac.ornl.gov/ from Oak Ridge National Laboratory Distributed Active Archive Center, Oak Ridge, Tennessee, USA, 2007. </reference>
		<reference numeration="52" content_type="text"> Redler, R., Valcke, S., and Ritzdorf, H.: OASIS4 – a coupling software for next generation earth system modelling, Geosci. Model Dev. Discuss., 2, 797–843, 2009. </reference>
		<reference numeration="53" content_type="text"> Rouil, L., Tarrason, L., Peuch, V.-H., et al.: Impact of the 2003 heatwave in Western Europe on air quality: new insights from the GEMS multi-model system, Atmos. Chem. Phys., in preparation, 2010. </reference>
		<reference numeration="54" content_type="text"> Russell, G. L. and Lerner, J. A.: A new finite-differencing scheme for the tracer transport equation, J. Appl. Meteorol., 20, 1483–1498, 1981. </reference>
		<reference numeration="55" content_type="text"> Schär, C., Vidale, P. L., Lüthi, D., Frei, C., Häberli, C., Liniger, M. A., and Appenzeller, C.: The role of increasing temperature variability in European summer heatwaves, Nature, 427, 332–336, 2004. </reference>
		<reference numeration="56" content_type="text"> Schmitt, A. and Brunner, B: Emissions from aviation and their development over time, in Final Report on the BMBF Verbundprogramm, Schadstoffe in der Luftfahrt, edited by: Schumann, U., Chlond, A., Ebel, A., Karcher, B., Pak, H., Schlager, H., Schmitt, A., and Wendling, P., DLR Mitteilung 97-04, Köln, 1997. </reference>
		<reference numeration="57" content_type="text"> Solberg, S., Hov, Ø., Søvde, A., Isaksen, I. S. A., Coddeville, P., De Backer, H., Forster, C., Orsolini, Y., and Uhse, K.: European surface ozone in the extreme summer 2003, J. Geophys. Res., 113, D07307, doi:10.1029/2007JD009098, 2008. </reference>
		<reference numeration="58" content_type="text"> Stedman, J. R.: The predicted number of air pollution related deaths in the UK during the August 2003 heatwave, Atmos. Environ., 38, 1087–1090, 2004. </reference>
		<reference numeration="59" content_type="text"> Stockwell, W., Kirchner, F., Kuhn, M., and Seefeld, S.: A new mechanism for regional atmospheric chemistry modelling, J. Geophys. Res., 102(D22), 25847–25879, 1997. </reference>
		<reference numeration="60" content_type="text"> Stott, P. A., Stone, D. A., and Allen, M. R.: Human contribution to the European heatwave of 2003, Nature, 432, 610–614, doi:10.1038/nature03089, 2004. </reference>
		<reference numeration="61" content_type="text"> Thouret, V., Marenco, A., Logan, J. A., Nédélec, P., and Grouhel, C.: Comparisons of ozone measurements from the MOZAIC airborne program and the ozone sounding network at eight locations, J. Geophys. Res., 103(D19), 25695–25720, doi:10.1029/98JD02243, 1998. </reference>
		<reference numeration="62" content_type="text"> Tiedtke, M.: A comprehensive mass flux scheme for cumulus parametrisation in large-scale models, Mon. Weather Rev., 177, 1779–1800, 1989. </reference>
		<reference numeration="63" content_type="text"> Tressol, M., Ordonez, C., Zbinden, R., Brioude, J., Thouret, V., Mari, C., Nédélec, P., Cammas, J.-P., Smit, H., Patz, H.-W., and Volz-Thomas, A.: Air pollution during the 2003 European heat wave as seen by MOZAIC airliners, Atmos. Chem. Phys., 8, 2133–2150, 2008. </reference>
		<reference numeration="64" content_type="text"> Trigo, R. M., García-Herrera, R., Díaz, J., Franco Trigo, I., and Valente, M. A.: How exceptional was the early August 2003 heatwave in France?, Geophys. Res. Lett., 32, L10701, doi:10.1029/2005GL022410, 2005. </reference>
		<reference numeration="65" content_type="text"> Turquety, S., Hadji-Lazaro, J., Clerbaux, C., Hauglustaine, D. A., Clough, S. A., Cassé, V., Schlüssel, P., and Mégie, G.: Operational trace gas retrieval algorithm for the Infrared Atmospheric Sounding Interferometer, J. Geophys. Res., 109, D21301, doi:10.1029/2004JD004821, 2004. </reference>
		<reference numeration="66" content_type="text"> Uppala, S. M., K&amp;aring;llberg, P. W., Simmons, A. J., et al.: The ERA-40 re-analysis, Q. J. Roy. Meteorol. Soc., 131, 2961–3012, doi:10.1256/qj.04.176, 2005. </reference>
		<reference numeration="67" content_type="text"> van der Werf, G. R., Randerson, J. T., Giglio, L., Collatz, G. J., Kasibhatla, P. S., and Arellano Jr., A. F.: Interannual variability in global biomass burning emissions from 1997 to 2004, Atmos. Chem. Phys., 6, 3423–3441, 2006. </reference>
		<reference numeration="68" content_type="text"> Vautard, R., Honoré, C., Beekmann, M., and Rouil, L.: Simulation of ozone during the August 2003 heat wave and emission control scenarios, Atmos. Environ., 39, 2957–2967, 2005. </reference>
		<reference numeration="69" content_type="text"> Volz-Thomas, A., Berg, M., Heil, T., Houben, N., Lerner, A., Petrick, W., Raak, D., and Pätz, H.-W.: Measurements of total odd nitrogen (NO&lt;sub&gt;y&lt;/sub&gt;) aboard MOZAIC in-service aircraft: instrument design, operation and performance, Atmos. Chem. Phys., 5, 583–595, 2005. </reference>
		<reference numeration="70" content_type="text"> Wesely, M. L.: Improved parameterizations for surface resistance to gaseous dry deposition in regional-scale numerical models, Atmos. Environ., 23, 1293–1304, 1989. </reference>
		<reference numeration="71" content_type="text"> Wild, O. and Prather, M. J.: Global tropospheric ozone modeling: Quantifying errors due to grid resolution, J. Geophys. Res., 111, D11305, doi:10.1029/2005JD006605, 2006. </reference>
		<reference numeration="72" content_type="text"> Williams, J. E., Landgraf, J., Bregman, A., and Walter, H. H.: A modified band approach for the accurate calculation of online photolysis rates in stratospheric-tropospheric chemistry transport models, Atmos. Chem. Phys., 6(12), 4137–4161, 2006. </reference>
		<reference numeration="73" content_type="text"> Williamson, D. L. and Rasch, P. J.: Two-dimensional semi-lagrangian transport with shape-preserving interpolation, Mon. Weather Rev., 117, 102–129, 1989. </reference>
		<reference numeration="74" content_type="text"> World Health Organization (WHO): Heat-waves: risks and responses, Health Global Environmental Change, No. 2, WHO Regional Office for Europe, Copenhagen, Denmark, 2004. </reference>
		<reference numeration="75" content_type="text"> Zbinden, R. M., Cammas, J.-P., Thouret, V., Nédélec, P., Karcher, F., and Simon, P.: Mid-latitude tropospheric ozone columns from the MOZAIC program: climatology and interannual variability, Atmos. Chem. Phys., 6, 1053–1073, 2006. </reference>
		<reference numeration="76" content_type="text"> Zhang, G. J. and McFarlane, N. A.: Sensitivity of climate simulations to the parameterization of cumulus convection in the Canadian climate centre general circulation model, Atmos. Ocean., 33, 407–446, 1995. </reference>
	</references>
</article>

