<?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>12</issue_number>
		<publication_year>2010</publication_year>
	</journal>
	<doi>10.5194/acp-10-5759-2010</doi>
	<article_url>http://www.atmos-chem-phys.net/10/5759/2010/</article_url>
	<abstract_html>http://www.atmos-chem-phys.net/10/5759/2010/acp-10-5759-2010.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys.net/10/5759/2010/acp-10-5759-2010.pdf</fulltext_pdf>
	<start_page>5759</start_page>
	<end_page>5783</end_page>
	<publication_date>2010-06-30</publication_date>
	<article_title content_type="html">A multi-model analysis of vertical ozone profiles</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>J. E. Jonson</name>
			<email>j.e.jonson@met.no</email>
		</author>
		<author numeration="2" affiliations="2">
			<name>A. Stohl</name>
		</author>
		<author numeration="3" affiliations="3">
			<name>A. M. Fiore</name>
		</author>
		<author numeration="4" affiliations="4">
			<name>P. Hess</name>
		</author>
		<author numeration="5" affiliations="5">
			<name>S. Szopa</name>
		</author>
		<author numeration="6" affiliations="6">
			<name>O. Wild</name>
		</author>
		<author numeration="7" affiliations="7,24">
			<name>G. Zeng</name>
		</author>
		<author numeration="8" affiliations="8">
			<name>F. J. Dentener</name>
		</author>
		<author numeration="9" affiliations="9">
			<name>A. Lupu</name>
		</author>
		<author numeration="10" affiliations="10">
			<name>M. G. Schultz</name>
		</author>
		<author numeration="11" affiliations="11">
			<name>B. N. Duncan</name>
		</author>
		<author numeration="12" affiliations="12">
			<name>K. Sudo</name>
		</author>
		<author numeration="13" affiliations="1">
			<name>P. Wind</name>
		</author>
		<author numeration="14" affiliations="5">
			<name>M. Schulz</name>
		</author>
		<author numeration="15" affiliations="8">
			<name>E. Marmer</name>
		</author>
		<author numeration="16" affiliations="8">
			<name>C. Cuvelier</name>
		</author>
		<author numeration="17" affiliations="13">
			<name>T. Keating</name>
		</author>
		<author numeration="18" affiliations="14">
			<name>A. Zuber</name>
		</author>
		<author numeration="19" affiliations="1">
			<name>A. Valdebenito</name>
		</author>
		<author numeration="20" affiliations="15">
			<name>V. Dorokhov</name>
		</author>
		<author numeration="21" affiliations="16">
			<name>H. De Backer</name>
		</author>
		<author numeration="22" affiliations="17">
			<name>J. Davies</name>
		</author>
		<author numeration="23" affiliations="18">
			<name>G. H. Chen</name>
		</author>
		<author numeration="24" affiliations="19">
			<name>B. Johnson</name>
		</author>
		<author numeration="25" affiliations="17">
			<name>D. W. Tarasick</name>
		</author>
		<author numeration="26" affiliations="20">
			<name>R. Stübi</name>
		</author>
		<author numeration="27" affiliations="21">
			<name>M.J. Newchurch</name>
		</author>
		<author numeration="28" affiliations="22">
			<name>P. von der Gathen</name>
		</author>
		<author numeration="29" affiliations="23">
			<name>W. Steinbrecht</name>
		</author>
		<author numeration="30" affiliations="23">
			<name>H. Claude</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Norwegian Meteorological Institute, Oslo, Norway</affiliation>
		<affiliation numeration="2" content_type="html">NILU, Kjeller, Norway</affiliation>
		<affiliation numeration="3" content_type="html">Geophysical Fluid Dynamics Laboratory, NOAA, Princeton, NJ, USA</affiliation>
		<affiliation numeration="4" content_type="html">National Center for Atmospheric Research, Boulder, CO, USA</affiliation>
		<affiliation numeration="5" content_type="html">Laboratoire des Sciences du Climat et de l&apos;Environnement, CEA/CNRS/UVSQ/IPSL, Gif-sur-Yvette, France</affiliation>
		<affiliation numeration="6" content_type="html">Lancaster Environment Centre, Lancaster University, UK</affiliation>
		<affiliation numeration="7" content_type="html">Centre for Atmospheric Science, University of Cambridge, UK</affiliation>
		<affiliation numeration="8" content_type="html">European Commission, DG-Joint Research Centre, Institute for  Environment and Sustainability, Ispra, Italy</affiliation>
		<affiliation numeration="9" content_type="html">Center for research in Earth and Space Science, York University,  Canada</affiliation>
		<affiliation numeration="10" content_type="html">ICG-2, Forchungszentrum-Julich, Germany</affiliation>
		<affiliation numeration="11" content_type="html">NASA Goddard Space Flight Center, Greenbelt, MD, USA</affiliation>
		<affiliation numeration="12" content_type="html">Grad. School of Environ. Studies, Nagoya University, Japan</affiliation>
		<affiliation numeration="13" content_type="html">Office of Policy Analysis and Review, Environmental Protection  Agency, Washington DC, USA</affiliation>
		<affiliation numeration="14" content_type="html">Environment Directorate General, European Commission, Brussels,  Belgium</affiliation>
		<affiliation numeration="15" content_type="html">Central Aerological Observatory, Moscow, Russia</affiliation>
		<affiliation numeration="16" content_type="html">Royal Meteorological Institute of Belgium (R.M.I.B.), Brussels,  Belgium</affiliation>
		<affiliation numeration="17" content_type="html">Environmental Canada, Downsview, Canada</affiliation>
		<affiliation numeration="18" content_type="html">Central Weather Bureau, Taipei, Taiwan</affiliation>
		<affiliation numeration="19" content_type="html">NOAA/ESRL, Boulder, CO, USA</affiliation>
		<affiliation numeration="20" content_type="html">Federal Office of Meteorology and Climatology, MeteoSwiss,  Payerne, Switzerland</affiliation>
		<affiliation numeration="21" content_type="html">Atmospheric Science Department, University of Alabama in  Huntsville, Huntsville, AL, USA</affiliation>
		<affiliation numeration="22" content_type="html">Alfred Wegener Institute for Polar and Marine Research,  Telegrafenberg A43, 14473 Potsdam, Germany</affiliation>
		<affiliation numeration="23" content_type="html">Met. Obs. Hohenpeissenberg, German Weather Service (DWD), Germany</affiliation>
		<affiliation numeration="24" content_type="html">now at: National Institute of Water and  Atmospheric Research, Lauder, New Zealand</affiliation>
	</affiliations>
	<abstract content_type="html">A multi-model study of the long-range transport of ozone and its precursors
from major anthropogenic source regions was coordinated by the Task Force
on Hemispheric Transport of Air Pollution (TF HTAP) under the Convention
on Long-range Transboundary Air Pollution (LRTAP). Vertical profiles of
ozone at 12-h intervals from 2001 are available from twelve of the
models contributing to this study and are compared here with observed
profiles from ozonesondes. The contributions from each major source
region are analysed for selected sondes, and this analysis is supplemented
by retroplume calculations using the FLEXPART Lagrangian particle dispersion
model to provide insight into the origin of ozone transport events and
the cause of differences between the models and observations.
&lt;br&gt;&lt;br&gt;
In the boundary layer ozone levels are in general strongly affected by
regional sources and sinks. With a considerably longer lifetime in the free
troposphere,  ozone here is to a much larger extent affected by processes on a
larger scale such as intercontinental transport and exchange with the
stratosphere. Such individual events are difficult to trace over several days
or weeks of transport. This may explain why statistical
relationships between models
and ozonesonde measurements are far less satisfactory than shown in
previous studies for surface measurements at all seasons.
The lowest bias  between model-calculated ozone profiles and the
ozonesonde measurements is seen in
the winter and autumn months. Following the increase in
photochemical activity in the spring and summer months, the spread in model
results increases, and the agreement between ozonesonde measurements and the
individual models deteriorates further.
&lt;br&gt;&lt;br&gt;
At selected sites calculated contributions to ozone levels in the free
troposphere from intercontinental transport are shown. Intercontinental
transport is identified based on differences in model
calculations with unperturbed emissions and emissions
reduced by 20% by region. Intercontinental transport of ozone is finally
determined based on differences in model ensemble calculations. With
emissions perturbed by 20% per region,
calculated intercontinental contributions to ozone in the free troposphere
range from less than 1 ppb to 3 ppb, with small contributions in winter.
The results are corroborated by the retroplume
calculations. At several locations the seasonal contributions to ozone in the
free troposphere from intercontinental transport differ from what was
shown earlier at the surface using the same dataset. The large spread in
model results points to a need of further evaluation of the chemical
and physical processes in order to improve the credibility of global model
results.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Auvray, M. and Bey, I.: Long-range transport to Europe: Seasonal variations and implications for the European ozone budget, J. Geophys. Res., 110, D11303, \doi10.1029/2004JD005503, 2005. </reference>
		<reference numeration="2" content_type="text"> Casper-Anenberg, S., West, J., Fiore, A., Jaffe, D., Prather, M., Bergman, D., Cuvalier, K., Dentener, F., Duncan, B., Gauss, M., Hess, P., Jonson, J., Lupu, A., MacKenzie, I., Marmer, E., Park, R., Sanderson, M., Schultz, M., Shindell, D., Szopa, S., Vivanco, M., Wild, O., and Zeng, G.: Intercontinental impacts of ozone pollution on human mortality, Environ. Sci. Tech., 43, 17, \doi10.1021/es900518, 2009. </reference>
		<reference numeration="3" content_type="text"> Derwent, R., Stevenson, D., Collins, W., and Johnson, C.: Intercontinental transport and the origins of the ozone observed at surface sites in Europe, Atmos. Envir., 38, 1891–1901, 2004. </reference>
		<reference numeration="4" content_type="text"> Deshler, T., Mercer, J., Smit, H., Stubi, R., Levrat, G., Johnson, B., Oltmans, S., Kivi, R., Thompson, A., Witte, J., Davies, J., Schmidlin, F., Brothers, G., and Sasaki, T.: Atmospheric comparison of electrochemical cell ozonesondes from different manufacturers, and with different cathode solution strengths: The Ballon Experiment on Standards for Ozonesondes, J. Geophys. Res., 113, D04307, doi:10.1029/2007JD008975, 2008. </reference>
		<reference numeration="5" content_type="text"> ECMWF: P.W. White (ed.): IFS Documentation, ECMWF, Reading, UK, Available from:, prefixhttp://www.ecmwf.int/research/ifsdocs/CY25r1/index.html, 2002. </reference>
		<reference numeration="6" content_type="text"> Fiore, A., Dentener, F., Wild, O., Cuvelier, C., Schultz, M., Textor, C., Schulz, M., Atherton, C., Bergmann, D., Bey, I., Carmichael, G., Doherty, R., Duncan, B., Faluvegi, G., Folberth, G., Garcia~Vivanco, M., Gauss, M., Gong, S., Hauglustaine, D., Hess, P., Holloway, T., Horowitz, L., Isaksen, I., Jacob, D., Jonson, J., Kaminski, J., keating, T., Lupu, A., MacKenzie, I., Marmer, E., Montanaro, V., Park, R., Pringle, K., Pyle, J., Sanderson, M., Schroeder, S., Shindell, D., Stevenson, D., Szopa, S., Van~Dingenen, R., Wind, P., Wojcik, G., Wu, S., Zeng, G., and Zuber, A.: Multi-model estimates of intercontinental source-receptor relationships for ozone pollution, J. Geophys. Res., 114, D04301, \doi10.1029/2008JD010816, 2009. </reference>
		<reference numeration="7" content_type="text"> Holzer, M., Hall, T., and Stull, R.: Seasonality and weather-driven variability of transpacific transport, J. Geophys. Res., 110, D23103, doi:10.1029/2005JD006261, 2005. </reference>
		<reference numeration="8" content_type="text"> Huntrieser, H., Heland, J., Schlager, H., Forster, C., Stohl, A., Aufmhoff, H., Arnold, F., Scheel, H E., Campana, M., Gilge, S., Eixmann, R., and Cooper, O.: Intercontinental air pollution transport from North America to Europe: Experimental evidence from airborne measurements and surface observations Seasonality and weather-driven variability of transpacific transport, J. Geophys. Res., 110, D01305, doi:10.1029/2004JD005045, 2005. </reference>
		<reference numeration="9" content_type="text"> Liang, Q., Jaegle, L., Jaffe, D., Weiss-Penzias, P., and Heckman, A.: Long-range transport of Asian pollution to the northeast Pacific: Seasonal variations and transport pathways of carbon monoxide, J. Geophys. Res., 109, D23S07, doi:10.1029/2003JD004402, 2004. </reference>
		<reference numeration="10" content_type="text"> Lin, M., Holloway, T., Carmichael, G. R., and Fiore, A. M.: Quantifying pollution inflow and outflow over East Asia in spring with regional and global models, Atmos. Chem. Phys., 10, 4221–4239, doi:10.5194/acp-10-4221-2010, 2010. </reference>
		<reference numeration="11" content_type="text"> Liu, G., Tarasick, D., Fioletov, V., Sioris, C., and Rochon, Y.: Ozone correlations lengths and measurement uncertainties from analysis of historical ozonesonde data in North America and Europe, J. Geophys. Res., 114, D04112, \doi10.1029/2008JD010576, 2009. </reference>
		<reference numeration="12" content_type="text"> Paris, J., Ciais, P., Nedéléc, P., Ramonet, M., Belan, B., Arshinov, M., Golitsyn, G., Granberg, I., Stohl, A., and Cayez, G.: The YAK-AEROSIB transcontinental aircraft campaigns: new insights on the transport of CO&lt;sub&gt;2&lt;/sub&gt;, CO and O&lt;sub&gt;3&lt;/sub&gt; accross Siberiak, Tellus, 60b, 551–568, 2008. </reference>
		<reference numeration="13" content_type="text"> Reidmiller, D. R., Fiore, A. M., Jaffe, D. A., Bergmann, D., Cuvelier, C., Dentener, F. J., Duncan, B. N., Folberth, G., Gauss, M., Gong, S., Hess, P., Jonson, J. E., Keating, T., Lupu, A., Marmer, E., Park, R., Schultz, M. G., Shindell, D. T., Szopa, S., Vivanco, M. G., Wild, O., and Zuber, A.: The influence of foreign vs.\ North American emissions on surface ozone in the US, Atmos. Chem. Phys., 9, 5027–5042, doi:10.5194/acp-9-5027-2009, 2009. </reference>
		<reference numeration="14" content_type="text"> Sanderson, M., Dentener, F., Fiore, A., Cuvelier, K., Keating, T., Zuber, A., Atherton, C., Bergmann, D., Diehl, T., Doherty, R., Duncan, B., Hess, P., Horowitz, L., Jacob, D., Jonson, J., Kaminski, J., Lupu, A., Mackenzie, I., Mancini, E., Marmer, E., Park, R., Pitari, G., Prather, M., Pringle, K., Schroeder, S., Schultz, M., Shindell, D., Szopa, S., Wild, O., and Wind, P.: A multi-model study of the hemispheric transport and deposition of oxidised nitrogen, Geophys. Res. Lett., 35, L17815, doi:10.1029/2008GL035389, 2008. </reference>
		<reference numeration="15" content_type="text"> Shindell, D., Chin, M., Dentener, F., Doherty, R., Faluvegi, G., Fiore, A., Hess, P., Koch, M., MacKenzie, I., Sanderson, M., Schultz, M., Schulz, M., Stevenson, D., Teich, H., Textor, C., Wild, O., Bergmann, D., Bey, I., Bian1, H., Cuvelier, C., Duncan1, B., Folberth, G., Horowitz, L., Jonson, J., Kaminski1, J., Marmer, E., Park, R., Pringle, K., Schroeder, S., Szopa, S., Takemura, T., Zeng, G., Keating, T., and Zuber, A.: A multi-model assessment of pollution transport to the Arctic, Atmos. Chem. Phys., 5353–5372, 2008. </reference>
		<reference numeration="16" content_type="text"> Smit, H., Straeter, W., Johnson, B., Oltmans, S., Davies, J., Tarasick, D W., Hoegger, B., Stubi, R., Schmidlin, F., Northam, T., Thompson, A., Witte, J., Boyd, I., and Posny, F.: Assessment of the performance of ECC-ozonesondes under quasi-flight conditions in the environmental simulation chamber: Insights from the Juelich Ozone Sonde Intercomparison Experiment (JOSIE), J. Geophys. Res., 112, D19306, doi:10.1029/2006JD007308, 2007. </reference>
		<reference numeration="17" content_type="text"> Stevenson, D., Dentener, F., Schultz, M., Ellingsen, K., van~Noije, T., Wild, O., O.Zeng, Amann, M., Atherton, C., bell, N., Bergmann, D., Bey, I., Butler, T., Cofala, J., Collins, W., Doherty, R. D R., Drevet, J., Askes, H., Fiore, A., Hauglustaine, M. G D., Horowitz, L., Isaksen, I., Lamarque, M. K J., Lawrence, M., Monanaro, V., Müller, J., Pyle, G. P. M. P J., Rast, S., Rodriguez, J M., Sanderson, M., Savage, N., Shindell, D., Strahan, S., Sudo, K., and Szopa, S.: Multimodel ensemble simulations of present-day and near-future tropospheric ozone7, J. Geophys. Res., 111, D08301, doi:10.1029/2005JD006338, 2006. </reference>
		<reference numeration="18" content_type="text"> Stohl, A. and Trickl, T.: A textbook example of long-range transport: Simultaneous observation of ozone maxima of stratospheric and North American origin in the free troposphere over Europe, J. Geophys. Res., 104, 30445–30462, 1999. </reference>
		<reference numeration="19" content_type="text"> Stohl, A., Hittenberger, M., and Wotawa, G.: Validation of the Lagrangian particle dispersion model FLEXPART against large scale tracer experiment data, Atmos. Environ., 32, 4245–4264, 1998. </reference>
		<reference numeration="20" content_type="text"> Stohl, A., Forster, C., Eckhart, S., Spichtinger, N., Huntrieser, H., Heland, J., Schlager, H., Wilhelm, S., Arnold, F., and Cooper, O.: A backward modeling study of intercontinental pollution transport using aircraft measurements, J. Geophys. Res., 108, 4370, doi:10.1029/2002JD002862, 2003. </reference>
		<reference numeration="21" content_type="text"> Stohl, A., Forster, C., Frank, A., Seibert, P., and Wotawa, G.: Technical note: The Lagrangian particle dispersion model FLEXPART version 6.2, Atmos. Chem. Phys., 5, 2461–2474, doi:10.5194/acp-5-2461-2005, 2005. </reference>
		<reference numeration="22" content_type="text"> Stohl, A., Berg, T., Burkhart, J., Fjæraa, A., Forster, C., Herber, A., Hov, Ø., Lunder, C., McMillan, W., Oltmans, S., Shiobara, M., Simpson, D., Solberg, S., Stebel, K., Str\&quot; om, J., Tørseth, K., Treffeisen, R., Virkkunen, K., and Ytri, K.: Arctic smoke – record high air pollution levels in the European Arctic due to agricultural fires in Eastern Europe in spring 2006, Atmos. Chem. Phys., 7, 511–534, doi:10.5194/acp-7-511-2007, 2007. </reference>
		<reference numeration="23" content_type="text"> Stübi, R., Levrat, G., Hoegger, B., Viatte, P., Staehelin, J., and Schmidlin, F.: In-flight comparison of Brewer-Mastand electrochemical concentration cell ozonesondes, J. Geophys. Res., 113, D13302, \doi10.1029/2007JD009091, 2008. </reference>
		<reference numeration="24" content_type="text"> Tarasick, D., Moran, M., Thompson, A., Carey-Smith, T., Rochon, Y., Bouchet, V., Gong, W., Makar, P., Stroud, C., Ménard, S., Crevier, L., Cousineau, S., Pudykiewicz, J., Kallaur, A., Ménard, R., Robichaud, A., Cooper, O., Oltmans, S., Witte, J., Forbes, G., Johson, B., Merrill, J., Moody, J., Morris, G., Newchurch, M., Schmidlin, F., and Joseph, E.: Comparison of Canadian air quality forecast models with tropospheric ozone profile measurements above midlatitude North America during the IONS/ICARTT campaign: Evidence for stratospheric input0, J. Geophys. Res., 112, D12S22, doi:10.1029/2006JD007782., 2007.  </reference>
		<reference numeration="25" content_type="text"> Taylor, K.: Summarizing multiple aspects of model performance in a single diagram, J. Geophys. Res., 107, 7183–7192, 2001. </reference>
		<reference numeration="26" content_type="text"> TF~HTAP: Task Force on Hemispheric Transport of Air Pollution. edited by : Keating,T. J. and Zuber, A., Interim report, 2007. </reference>
		<reference numeration="27" content_type="text"> The~Royal~Society: Ground level ozone in the 21´st century: future trends, impacts and policy implications, The Royal Society, RS Policy document 15/08 (Chair Davir Fowler), available at: www.royalsociety.org, 2008. </reference>
		<reference numeration="28" content_type="text"> Tong, D. and Mauzerall, D.: Spatial variability of summertime tropospheric ozone over the continental United States: Implications of an evaluation of the CMAQ model7, Atmos. Environ., 40, 3041–3056, 2006. </reference>
		<reference numeration="29" content_type="text"> Wild, O., Pochanart, P., and Akimoto, H.: Trans-Eurasian transport of ozone and its precursors, J. Geophys. Res., 109, D11302, doi:10.1029/2003JD004501., 2004. </reference>
		<reference numeration="30" content_type="text"> Zhang, L., Jacob, D., Kopacz, M., Henze, D., Singh, K., and Jaffe, D.: Mid-latitude tropospheric ozone columns from the MOZAIC program: climatology and interannual variability, Geophys. Res. Lett., 36, L11810, \doi10.1029/2009GL037950, 2009. </reference>
	</references>
</article>

