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<article language="en">
	<journal>
		<journal_title>Atmospheric Chemistry and Physics Discussions</journal_title>
		<journal_url>www.atmos-chem-phys-discuss.net</journal_url>
		<issn>1680-7367</issn>
		<eissn>1680-7375</eissn>
		<volume_number>9</volume_number>
		<issue_number>3</issue_number>
		<publication_year>2009</publication_year>
	</journal>
	<doi>10.5194/acpd-9-10675-2009</doi>
	<article_url>http://www.atmos-chem-phys-discuss.net/9/10675/2009/</article_url>
	<abstract_html>http://www.atmos-chem-phys-discuss.net/9/10675/2009/acpd-9-10675-2009.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys-discuss.net/9/10675/2009/acpd-9-10675-2009.pdf</fulltext_pdf>
	<start_page>10675</start_page>
	<end_page>10710</end_page>
	<publication_date>2009-05-04</publication_date>
	<article_title content_type="html">Decadal regional air quality simulations over Europe in present climate: near surface ozone sensitivity to external meteorological forcing</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>E. Katragkou</name>
			<email>katragou@auth.gr</email>
		</author>
		<author numeration="2" affiliations="2">
			<name>P. Zanis</name>
		</author>
		<author numeration="3" affiliations="2">
			<name>I. Tegoulias</name>
		</author>
		<author numeration="4" affiliations="1">
			<name>D. Melas</name>
		</author>
		<author numeration="5" affiliations="3">
			<name>B. C. Krüger</name>
		</author>
		<author numeration="6" affiliations="4">
			<name>P. Huszar</name>
		</author>
		<author numeration="7" affiliations="4">
			<name>T. Halenka</name>
		</author>
		<author numeration="8" affiliations="5">
			<name>S. Rauscher</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Laboratory of Atmospheric Physics, Aristotle University of Thessaloniki, Greece</affiliation>
		<affiliation numeration="2" content_type="html">Department of Meteorology and Climatology, Aristotle University of Thessaloniki, Greece</affiliation>
		<affiliation numeration="3" content_type="html">Inst. of Meteorology, Univ. of Natural Resources and Applied Life Sciences, Vienna, Austria</affiliation>
		<affiliation numeration="4" content_type="html">Dept. of Meteorology and Environment Protection, Charles University, Prague, Czech Republic</affiliation>
		<affiliation numeration="5" content_type="html">Earth System Physics Section, The Abdus Salam International Centre for Theoretical Physics (ICTP), Trieste, Italy</affiliation>
	</affiliations>
	<abstract content_type="html">Regional air quality decadal simulations were carried out using the
      air quality model CAMx driven off-line by the regional climate model
      RegCM3 for the time slice 1991–2000 using two different
      datasets of external meteorological forcing to constrain RegCM3: the
      ERA40 global atmospheric reanalysis dataset and the output from the
      GCM ECHAM5. The focus of this work is to compare the perfect lateral
      boundary conditions experiment with the GCM driven control experiment
      and to investigate how this external meteorological forcing affects
      near surface ozone. The different RegCM3 meteorological forcings
      resulted in changes of near surface ozone over Europe ranging between
      &amp;plusmn;5 ppb for winter and summer, while all model
      parameterizations and anthropogenic emissions remained
      unchanged. Changes in near surface ozone are induced by changes in
      meteorological fields and biogenic emissions, which are on-line
      calculated and meteorology-dependent. The model simulations suggest
      that the change in solar radiation is the factor that mostly modulates
      the ozone changes in summer. During winter season it is found that the
      induced changes in NO&lt;sub&gt;x&lt;/sub&gt; explain about 40% of the ozone
      variability. The meteorological induced changes in biogenic emissions
      are quite low for winter with rather small impact on ozone while they
      are more temperature than radiation dependent. Using multiple
      regression analysis to associate the changes in near surface ozone
      with the respective changes in selected meteorological parameters and
      ozone precursors, an explained variance of 70% in summer and 60%
      in winter is reproduced.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Baertsch-Ritter, N., Keller, J., Dommen, J., and Prevot, A. S. H.: Effects of various meteorological conditions and spatial emissionresolutions on the ozone concentration and ROG/NOx limitationin the Milan area (I), Atmos. Chem. Phys., 4, 423–438, 2004. </reference>
		<reference numeration="2" content_type="text"> Bloomfield, P., Royle, J A., Steinberg, L J., and Yang, Q.: Accounting for meteorological effects in measuring urban ozone levels and trends, Atmos. Environ., 30(17), 3067–3077, 1996. </reference>
		<reference numeration="3" content_type="text"> Broennimann, S. and Neu, U.: Weekend-weekday differences of near-surface ozone concentrations in Switzerland for different meteorological conditions, Atmos. Environ., 31(8), 1127–1135, 1997. </reference>
		<reference numeration="4" content_type="text"> Crutzen, P. J.: Tropospheric ozone: An overview, in: Tropospheric Ozone, edited by: Isaksen, I. S. A., D. Reidel Publ. Co., Dordrecht, The Netherlands, 3–32, 1988. </reference>
		<reference numeration="5" content_type="text"> Davies, T D., Kelly, P M., Low, P S., and Pierce, C E.: Surface ozone concentrations in Europe: links with regional-scale atmospheric circulation, J. Geophys. Res., 97(D9), 9819–9832, 1992. </reference>
		<reference numeration="6" content_type="text"> Davis, J M., Eder, B K., Nychka, D., and Yang, Q.: Modeling the effects of meteorology on ozone in Houston using cluster analysis and generalized additive models, Atmos. Environ., 32(14/15), 2505–2520, 1998. </reference>
		<reference numeration="7" content_type="text"> Dawson, J P., Adams, P J., and Pandis, S N.: Sensitivity of ozone to summertime climate in the eastern USA: A~modeling case study, Atmos. Environ., 41, 1494–1511, 2007. </reference>
		<reference numeration="8" content_type="text"> Dickinson, R., Henderson-Sellers, A., and Kennedy, P J.: Biosphere-Atmosphere Transfer Scheme, BATS: version1E as coupled to the NCAR Community Climate Model, NCAR Technical Note No NCAR/TN-387+STR, Boulder, CO, available from the National Center for Atmospheric Research, P.O. Box 3000, Boulder, CO 80307, 72 pp., 1993. </reference>
		<reference numeration="9" content_type="text"> Fiore, A M., Horowitz, L W., Purves, D W., Levy, H., Evans M J., Wang, Y., Li, Q., and Yantosca, R M.: Evaluating the contribution of changes in isoprene emissions to surface ozone trends over the eastern United States, J. Geophys. Res., 110, D12303, doi:10.1029/2004JD005485, 2005. </reference>
		<reference numeration="10" content_type="text"> Fritsch, J M. and Chappell, C F.: Numerical prediction of convectively driven mesoscale pressure systems. part i: Convective parameterization, J. Atmos. Sci., 37, 1722–1733, 1980. </reference>
		<reference numeration="11" content_type="text"> Fuhrer, J. and Booker, F.: Ecological issues related to ozone: agricultural issues. Environ. Int., 29(2–3), 141–154, 2003. </reference>
		<reference numeration="12" content_type="text"> Giorgi, F., Pal, J S., Bi, X., Sloan, L., Elguindi, N., and Solmon, F.: Introduction to the TAC special issue: The RegCNET network, Theor. Appl. Climatol., 86, 1–4, doi:10.1007/s00704-005-0199-z, 2006. </reference>
		<reference numeration="13" content_type="text"> Grell, G A.: Prognostic evaluation of assumptions used by cumulus parametrizations, Mon. Weather Rev., 121, 764–787, 1993. </reference>
		<reference numeration="14" content_type="text"> Grell, G A., Dudhia, J., and Stauer, D R.: A~description of the fifth-generation penn state/ncar mesoscale model (mm5), Technical report NCAR/TN-398+STR, National Center for Atmospheric Research, Boulder, CO, 1994. </reference>
		<reference numeration="15" content_type="text"> Guenther, A B., Zimmermann, P C., Harley, R., Monson, R K., and Fall, R.: Isoprene and monoterpene emission rate variability: model evaluations and sensitivity analyses, J. Geophys. Res., 98, 12609–12617, 1993. </reference>
		<reference numeration="16" content_type="text"> Hauglustaine, D A., Lathiere, J., Szopa, S., and Folberth, G. A.: Future tropospheric ozone simulated with a~climate-chemistry biosphere model, Geophys. Res. Lett., 32, L24807, doi:10.1029/2005GL024031, 2005. </reference>
		<reference numeration="17" content_type="text"> Hedegaard, G. B., Brandt, J., Christensen, J. H., Frohn, L. M., Geels, C., Hansen, K. M., and Stendel, M.: Impacts of climate change on air pollution levels in the Northern Hemisphere with special focus on Europe and the Arctic, Atmos. Chem. Phys., 8, 3337–3367, 2008. </reference>
		<reference numeration="18" content_type="text"> Hegarty, J., Mao, H., and Talbot, R.: Synoptic controls on summertime surface ozone in the northeastern United States, J. Geophys. Res., 112, D14306, doi:10.1029/2006JD008170, 2007. </reference>
		<reference numeration="19" content_type="text"> Intergovernmental Panel on Climate Change (IPCC): Climate Change 2007: The Physical Science Basis, 996 pp., Cambridge Univ. Press, New York, 2007. </reference>
		<reference numeration="20" content_type="text"> Kalabokas, P D., Mihalopoulos, N., Ellul, R., Kleanthous, S., and Repapis, C. C.: An investigation of the meteorological and photochemical factors influencing the background rural and marine surface ozone levels in the Central and Eastern Mediterranean, Atmos. Environ., 42, 7894–7906, doi:10.1016/j.atmosenv.2008.07.009, 2008. </reference>
		<reference numeration="21" content_type="text"> Khalid, I A.-W. and Samson, P J.: Preliminary sensitivity analysis of Urban Airshed Model simulations to temporal and spatial availability of boundary layer wind measurements, Atmos. Environ., 30(12), 2027–2042, 1996. </reference>
		<reference numeration="22" content_type="text"> Kiehl, J. T., Hack, J., Bonan, G., Boville, B., Briegleb, B., Williamson, D., and Rasch, P.: Description of the NCAR Community Climate Model (CCM3), Technical Report NCAR/TN-420+STR, National Center for Atmospheric Research, Boulder, Colorado, 152 pp., 1996. </reference>
		<reference numeration="23" content_type="text"> Krüger, B C., Katragkou, E., Tegoulias, I., Zanis, P., Melas, D., Coppola, E., Rauscher, S., Huszar, P., and Halenka, T.: Regional photochemical model calculations for Europe concerning ozone levels in a~changing climate, Q. J. Hung. Meteorol. Serv., 112(3–4), 285–300, 2008. </reference>
		<reference numeration="24" content_type="text"> Meleux, F., Solmon, F., and Giorgi, F.: Increase in summer European ozone amounts due to climate change, Atmos. Environ., 41(35), 7577–7587, 2007. </reference>
		<reference numeration="25" content_type="text"> Nolte C G., Gilliland, A B., Hogrefe, C., and Mickley, L J.: Linking global to regional models to assess future climate impacts on surface ozone levels in the United States, J. Geophys. Res., 113, D14307, doi:10.1029/2007JD008497, 2008. </reference>
		<reference numeration="26" content_type="text"> O&apos;Brien, J J.: A~Note on the Vertical Structure of the Eddy Exchange Coefficient in the Planetary Boundary Layer. J. Atmos. Sci., 27, 1213–1215, 1970. </reference>
		<reference numeration="27" content_type="text"> Pal, J S., Small, E E., and Eltahir, E A B.: Simulation of regional-scale water and energy budgets:Representation of subgrid cloud and precipitation processes within RegCM, J. Geophys. Res., 105(D24), 29579–29594, 2000. </reference>
		<reference numeration="28" content_type="text"> Pal, J S., Giorgi, F., Bi, X., Elguindi, N., Solomon, F., Gao, X., Rauscher, S A., Francisco, R., Zakey, A., Winter, J., Ashfaq, M., Syed, F S., Bell, J L., Diffenbaugh, N S., Karmacharya, J., Konare, A., Martinez, D., da Rocha, R P., Sloan, L C., and Steiner, A L.: Regional climate modeling for the developing world: The ICTP RegCM3 and RegCNET, B. Am. Meteor. Soc., 88, 1395–1409, 2007. </reference>
		<reference numeration="29" content_type="text"> Penkett, S A.: Indications and causes of ozone increase in the troposphere, in: The changing atmosphere, edited by: Rowland, F S. and Isaksen, I S A., J. Wiley &amp; Sons, New York, pp 91, 1988. </reference>
		<reference numeration="30" content_type="text"> Poupkou, A., Giannaros, T., Kioutsioukis, I., Markakis, K., Melas, D., and Zerefos, C.: A~biogenic NMVOCs emission model, Proceedings of the 7th International Conference on Air Quality – Science and Application, Istanbul, 24–27 March 2009. </reference>
		<reference numeration="31" content_type="text"> Racherla, P. N. and Adams, P. J.: Sensitivity of global tropospheric ozone and fine particulate matter concentrations to climate change, J. Geophys. Res., 111, D24103, doi:10.1029/2005JD006939, 2006. </reference>
		<reference numeration="32" content_type="text"> Racherla, P. N. and Adams, P. J.: The response of surface ozone to climate change over the Eastern United States, Atmos. Chem. Phys., 8, 871–885, 2008. </reference>
		<reference numeration="33" content_type="text"> Scebba, F., Giuntini, D., Castagna, A., Soldatini, G., and Ranieri, A.: Analysing the impact of ozone on biochemical and physiological variables in plant species belonging to natural ecosystems, Env. Exp. Bot., 57, 89–97, 2006. </reference>
		<reference numeration="34" content_type="text"> Schlink, U., Herbarth, O., Richter, M., Dorling, S., Nunnari, G., Cawley, G., and Pelikan, E.: Statistical models to assess the health effects and to forecast ground-level ozone, Environ. Modell. Softw., 21(4), 547–558, 2006. </reference>
		<reference numeration="35" content_type="text"> Seinfeld, J H. and Pandis, S N.: Atmospheric Chemistry and Physics, 3rd edn., John Wiley, USA, 1998. </reference>
		<reference numeration="36" content_type="text"> Sillman, S. and Samson, P J.: Impact of temperature on oxidant photochemistry in urban, polluted rural and remote environments, J. Geophys. Res., 100(D6), 11497–11508, 1995. </reference>
		<reference numeration="37" content_type="text"> Stevenson, D. S., Dentener, F. J., Schultz, M. G., Ellingsen, K., van Noije, T. P. C, Wild, O., Zeng, G., Amann, M., Atherton, C. S., Bell, N., Bergmann, D. J., Bey, I., Butler, T., Cofala, J., Collins, W. J., Derwent, R. G., Doherty, R. M., Drevet, J., Eskes, H. J., Fiore, A. M., Gauss, M., Hauglustaine, D. A., Horowitz, L. W., Isaksen, I. S. A., Krol, M. C., Lamarque, J.-F., Lawrence, M. G., Montanaro, V., Müller, J.-F., Pitari, G., Prather, M. J., Pyle, J. A., Rast, S., Rodriquez, J. M., Sanderson, M. G., Savage, N. H., Shindell, D. T., Strahan, S. E., Sudo, K., and Szopa, S.: Multimodel ensemble simulations of present-day and near-future tropospheric ozone, J. Geophys. Res., 111, D08301, doi:10.1029/2005JD006338, 2006. </reference>
		<reference numeration="38" content_type="text"> Szopa, S., Hauglustaine, D A., Vautard, R., and Menut, L.: Future global tropospheric ozone changes and impact on European air quality, Geophys. Res. Lett., 33, L18805, doi:10.1029/2006GL25860, 2006. </reference>
		<reference numeration="39" content_type="text"> Tegoulias, I., Zanis, P., Katragkou, E., and Melas, D.: Validation of a~long-term regional air quality simulation for Europe over the period 1991–2000 using the modelling system RegCM3/CAMx, in preparation, 2009. </reference>
		<reference numeration="40" content_type="text"> Vestreng, V., Breivik, K., Adams, M., Wagener, A., Goodwin, J., Rozovskaya, O., and Pacyna, J. M.: Inventory Review 2005, Emission Data reported to LRTAP Convention and NEC Directive, Initial review of HMs and POPs, Technical report MSC-W 1/2005, ISSN 0804-2446, available at http://www.emep.int/mscw/mscw_publications.html#2005, 2005. </reference>
		<reference numeration="41" content_type="text"> von Kuhlmann, R., Lawrence, M. G., Pöschl, U., and Crutzen, P. J.: Sensitivities in global scale modeling of isoprene, Atmos. Chem. Phys., 4, 1–17, 2004. </reference>
		<reference numeration="42" content_type="text"> Winiwarter, W. and Zueger, J.: Pannonisches Ozonprojekt, Teilprojekt Emissionen, Endbericht, Report OEFZS-A-3817. Austrian Research Center, Seibersdorf, 1996. </reference>
		<reference numeration="43" content_type="text"> Zeng, X., Zhao, M., and Dickinson, R E.: Intercomparison of bulk aerodynamic algorithms for the computation of sea surface fluxes using toga coare and tao data, J. Climate, 11, 2628–2644, 1998. </reference>
	</references>
</article>

