<?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">ACP</journal-id>
<journal-title-group>
<journal-title>Atmospheric Chemistry and Physics</journal-title>
<abbrev-journal-title abbrev-type="publisher">ACP</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1680-7324</issn>
<publisher><publisher-name>Copernicus GmbH</publisher-name>
<publisher-loc>GÃ¶ttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/acp-8-5077-2008</article-id>
<title-group>
<article-title>The aerosol distribution in Europe derived with the Community Multiscale Air Quality (CMAQ) model: comparison to near surface in situ and sunphotometer measurements</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Matthias</surname>
<given-names>V.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>GKSS Research Center, Institute for Coastal Research, Max-Planck-StraÃŸ e 1, 21502 Geesthacht, Germany</addr-line>
</aff>
<pub-date pub-type="epub">
<day>01</day>
<month>09</month>
<year>2008</year>
</pub-date>
<volume>8</volume>
<issue>17</issue>
<fpage>5077</fpage>
<lpage>5097</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.atmos-chem-phys.net/8/5077/2008/acp-8-5077-2008.html">This article is available from http://www.atmos-chem-phys.net/8/5077/2008/acp-8-5077-2008.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/8/5077/2008/acp-8-5077-2008.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/8/5077/2008/acp-8-5077-2008.pdf</self-uri>
<abstract>
<p>The aerosol distribution in Europe was simulated with the Community
Multiscale Air Quality (CMAQ) model system version 4.5 for the years 2000 and 2001.
The results were compared with daily averages of PM&lt;sub&gt;10&lt;/sub&gt; measurements taken
in the framework of EMEP and with aerosol optical depth (AOD) values measured
within AERONET. The modelled total aerosol mass is typically about 30â€“60%
lower than the corresponding measurements. However a comparison of the chemical
composition of the aerosol revealed a considerably better agreement between the
modelled and the measured aerosol components for ammonium, nitrate and sulfate,
which are on average only 15â€“20% underestimated. Sligthly worse agreement
was determined for sea salt, that was only avaliable at two sites. The largest
discrepancies result from the aerosol mass which was not chemically specified
by the measurements. The agreement between measurements and model is better in
winter than in summer. The modelled organic aerosol mass is higher in summer
than in winter but it is significantly  underestimated by the model. This
could be one of the main reasons for the discrepancies between measurements and model
results. The other is that primary coarse particles are underestimated in the emissions.
The probability distribution function of the PM&lt;sub&gt;10&lt;/sub&gt; measurements follows
a log-normal distribution at most sites. The model is only able to reproduce
this distribution function at non-coastal low altitude stations.
The AOD derived from the model results is 20â€“70% lower than the values
observed within AERONET. This is mainly attributed to the missing aerosol
mass in the model. The day-to-day variability of the AOD and the log-normal
distribution functions are quite well reproduced by the model. The seasonality
on the other hand is underestimated by the model results because better agreement
is achieved in winter.</p>
</abstract>
<counts><page-count count="21"/></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"> Aulinger, A., Matthias, V., and Quante, M.: Introducing a partitioning mechanism for PAHs into the Community Multiscale Air Quality modelling system and its application to simulating the transport of benzo(a)pyrene over Europe, J. Appl. Meteor., in press, 2007. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Behnert, I., Matthias, V., and Doerffer, R.: Aerosol climatology from ground-based measurements for the southern North Sea, Atmos. Res., 84, 201â€“220, doi:10.1016/j.atmosres.2006.05.006, 2007. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Binkowski, F. and Roselle, S.: Models-3 Community Multiscale Air Quality (CMAQ) model aerosol component. 1. Model description, J. Geophys. Res., 108, 4183, doi:10.1029/2001JD001409, 2003. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Bond, T C., Streets, D G., Yarber, K F., Nelson, S M., Woo, J H., and Klimont, Z.: A technology-based global inventory of black and organic carbon emissions from combustion, J. Geophys. Res.-Atmos., 109, D14203, doi:10.1029/2003JD003697, 2004. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Boylan, J W. and Russell, A G.: PM and light extinction model performance metrics, goals, and criteria for three-dimensional air quality models, Atmos. Environ., 40, 4946â€“4959, 2006. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Byun, D. and Ching, J.: Science Algorithms of the EPA Models-3 Community Multiscale Air Quality Modeling System, Epa/600/r-99/030, US Environmental Protection Agency, Office of Research and Development, Washington DC, 1999. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Byun, D. and Schere, K.: Review of the Governing Equations, Computational Algorithms, and Other Components of the Models-3 Community Multiscale Air Quality (CMAQ) Modeling System, Applied Mechanics Reviews, 59, 51â€“77, 2006. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Chen, F. and Dudhia, J.: Coupling an advanced land-surface/hydrology model with the Penn State/NCAR MM5 modeling system. Part I: Model implementation and sensitivity, Mon. Weather Rev., 129, 569â€“585, 2001. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Colle, B., Olson, J., and Tongue, J.: Multiseason Verification of the MM5. Part II: Evaluation of High-Resolution Precipitation Forecasts over the Northeastern United States, B. Am. Meteorol. Soc., 18, 458â€“480, 2003. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Cooke, W F. and Wilson, J. J N.: A global black carbon aerosol model, J. Geophys. Res.-Atmos., 101, 19 395â€“19 409, 1996. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Denier van der Gon, H., van het Bolscher, M., Visschedijk, A., and Zandveld, P.: Study of the effectiveness of UNECE Persistent Organic Pollutants Protocol and cost of possible additional measures. Phase I: Estimation of emission reduction resulting from the implementation of the POP Protocol, TNO report B&amp; O-A R 2005/194, TNO, Laan van Westenenk 501, P.O. Box 342, 7300 AH Appeldoorn, The Netherlands, 2005. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Dentener, F., Kinne, S., Bond, T., Boucher, O., Cofala, J., Generoso, S., Ginoux, P., Gong, S., Hoelzemann, J J., Ito, A., Marelli, L., Penner, J E., Putaud, J., Textor, C., Schulz, M., van~der Werf, G R., and Wilson, J.: Emissions of primary aerosol and precursor gases in the years 2000 and 1750 prescribed data-sets for AeroCom, Atmos. Chem. Phys., 6, 4321â€“4344, 2006. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> EC: Directive 2004/107/EC of the European Parliament and of the Council of 15 December 2004 relating to arsenic, cadmium, mercury, nickel and polycyclic aromatic hydrocarbons in ambient air, Official journal of the european union, EC, 26.01.2005, 2005. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Eck, T F., Holben, B N., Reid, J S., Dubovik, O., Smirnov, A., O&apos;Neill, N T., Slutsker, I., and Kinne, S.: Wavelength dependence of the optical depth of biomass burning, urban and desert dust aerosols, J.Geophys. Res., 104, 31 333â€“31 350, 1999. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Eder, B. and Yu, S.: A performance evaluation of the 2004 release of Models-3 CMAQ, Atmos. Environ., 40, 4811â€“4824, 2006. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Friedrich, R. and Reis, S.: Emissions of air pollutants, Springer, Berlin Heidelberg New York, 2004. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Fuzzi, S., Andreae, M., Huebert, B., Kulmala, M., Bond, T., Boy, M., Doherty, S., Guenther, A., Kanakidou, M., Kawamura, K., Kerminen, V.-M., Lohmann, U., Russell, L., and PÃ¶schl, U.: Critical assessment of the current state of scientific knowledge, terminology, and research needs concerning the role of organic aerosols in the atmosphere, climate, and global change, Atmos. Chem. Phys., 6, 2017â€“2038, 2006. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Gery, M W., Whitten, G Z., Killus, J P., and Dodge, M C.: A photochemical kinetics mechanism for urban and regional scale computer modeling, J. Geophys. Res., 94, 12 925 â€“ 12 956, 1989. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Gilliam, R., Hogrefe, C., and Rao, S T.: New methods for evaluating meteorological models used in air quality applications, Atmos. Environ., 40, 5073â€“5086, 2006. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Granier, C., Guenther, A., Lamarque, J F., Mieville, A., MÃ¼ller, J F., Olivier, J., Orlando, J., Peters, J., Petron, G., Tyndall, G., and Wallens, S.: POET, a database of surface emissions of ozone precursors, http://www.aero.jussieu.fr/projet/ACCENT/POET.php, 2005. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Grell, G., Dudhia, J., and Stauffer, D R.: A Description of the Fifth-Generation Penn State/NCAR Mesoscale Model (MM5), Ncar technical note 398, NCAR, Boulder, Colorado, USA, 1995. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Holben, B N., Eck, T F., Slutsker, I., TanrÃ©, D., Buis, J P., Setzer, A., Vermote, E., Reagan, J A., Kaufman, Y J., Nakajima, T., Lavenu, F., Jankowiak, I., and Smirnov, A.: AERONET- A Federated Instrument Network and Data Archive for Aerosol Characterization, Remote Sens. Environment, 66, 1â€“16, 1998. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Holben, B N., TanrÃ©, D., Smirnov, A., Eck, T F., Slutsker, I., Abuhassan, N., Newcomb, W., Schafer, J., Chatenet, B., Lavenue, F., Kaufman, Y J., Van de Castle, J., Setzer, A., Markham, B., Clark, D., Frouin, R., Halthore, R., Karnieli, A., O&apos;Neill, N T., Pietras, C., Pinker, R T., Voss, K., and Zibordi, G.: An emerging ground-based aerosol climatology: Aerosol Optical Depth from AERONET, J. Geophys. Res., 106, 12 067â€“12 097, 2001. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Hong, S Y. and Pan, H L.: Nonlocal boundary layer vertical diffusion in a Medium-Range Forecast Model, Monthly Weather Review, 124, 2322, 1996. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> 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, 4784, doi:10.1029/2002JD002853, 2003. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Houyoux, M R. and Vukovich, J M.: Updates to the Sparse Matrix Operator Kernel Emission (SMOKE) Modeling System and Integration With Models-3, in: The Emission Inventory: Regional Strategies for the Future, 1999. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Jakobs, H J., Feldmann, H., Hass, H., and Memmesheimer, M.: The use of nested models for air pollution studies: an application of the EURAD model to a SANA episode, J. Appl. Met., 34, 1301â€“1319, 1995. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Kahnert, M. and Tarrason, L.: Transboundary particulate matter in Europe. Status report 4/2003, Joint ccc &amp; msc-w &amp; ciam report 2003, Norwegian Institute for Air Research, Kjeller, Norway, 2004. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Kain, J. and Fritsch, J M.: Convective parameterisation for mesoscale models: The Kain-Fritsch scheme, in: The representation of cumulus convection in numerical models, Amer. Met. Soc., 24, p. 165, 1993. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Kain, J S.: The Kain-Fritsch Convective Parameterization: An Update, J. Appl. Meteorol., 43, 170â€“181, 2004. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Kanakidou, M., Seinfeld, J., Pandis, S., Barnes, I., Dentener, F., Facchini, M., Van~Dingenen, R., Ervens, B., Nenes, A., Nielsen, C., Swietlicki, E., Putaud, J., Balkanski, Y., Fuzzi, S., Horth, J., Moortgat, G., Winterhalter, R., Myhre, C., Tsigaridis, K., Vignati, E., Stephanou, E., and Wilson, J.: Organic aerosol and global climate modelling: A review, Atmos. Chem. Phys., 5, 1053â€“1123, 2005. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Kinne, S., Lohmann, U., Feichter, J., Schulz, M., Timmreck, C., Ghan, S., Easter, R., Chin, M., Ginoux, P., Takemura, T., Tegen, I., Koch, D., Herzog, M., Penner, J., Pitari, G., Holben, B., Eck, T., Smirnov, A., Dubovik, O., Slutsker, I., TanrÃ©, D., Torres, O., Mishchenko, M., Geogdzhayev, I., Chu, D., and Kaufman, Y.: Monthly averages of aerosol properties: A global comparison among models, satellite data, and AERONET ground data, J. Geophys. Res., 108, 4634, doi:10.1029/2001JD001253, 2003. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Kupiainen, K. and Klimont, Z.: Primary emissions of fine carbonaceous particles in Europe, Atmos. Environ., 41, 2156â€“2170, 2007. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Malm, W C., Sisler, J F., Huffman, D., Eldred, R A., and Cahill, T A.: Spatial and seasonal trends in particle concentration and optical extinction in the United States, J. Geophys. Res., 99, 1347â€“1370, 1994. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Mathur, R., Yu, S., Kang, D., and Schere, K L.: Assessment of the wintertime performance of developmental particulate matter forecasts with the Eta-Community Multiscale Air Quality modeling system, J. Geophys. Res.-Atmos., 113, D02303, doi:10.1029/2007JD008580, 2008. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Matthias, V. and BÃ¶senberg, J.: Aerosol climatology for the planetary boundary layer derived from regular lidar measurements, Atmos. Res., 63, 221â€“245, 2002. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Matthias, V., Balis, D., BÃ¶senberg, J., Eixmann, R., Iarlori, M., Komguem, L., Mattis, I., Papayannis, A., Pappalardo, G., Perrone, M R., and Wang, X.: The Vertical Aerosol Distribution over Europe: Statistical Analysis of Raman Lidar Data from 10 EARLINET Stations, J. Geophys. Res., 109, D18201, doi:10.1029/2004JD004638, 2004. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Matthias, V., Aulinger, A., and Quante, M.: Adapting CMAQ to investigate air pollution in North Sea coastal regions, Environmental Modelling and Software, 23, 356â€“368, doi:10.1016/j.envsoft.2007.04.010, 2008. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> McKeen, S., Chung, S H., Wilczak, J., Grell, G., Djalalova, I., Peckham, S., Gong, W., Bouchet, V., Moffet, R., Tang, Y., Carmichael, G R., Mathur, R., and Yu, S.: Evaluation of several PM2.5 forecast models using data collected during the ICARTT/NEAQS 2004 field study, J. Geophys. Res.-Atmos., 112, D10S20, doi:10.1029/2006JD007608 2007. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> NeusÃ¼ÃŸ, C., Weise, D., Birmili, W., Wex, H., Wiedensohler, A., and Covert, D S.: Size-segregated chemical, gravimetric and number distribution-derived mass closure of the aerosol in Sagres, Portugal during ACE-2, Tellus, 52B, 169â€“184, 2000. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Niemeier, U., Granier, C., Kornblueh, L., Walters, S., and Brasseur, G P.: TGlobal impact of road traffic on atmospheric chemical composition and on ozone climate forcing, J. Geophys. Res., 111, D09 301, doi:10.1029/2005JD006407, 2006. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> O&apos;Neill, N T., Ignatov, A., Holben, B N., and Eck, T F.: The lognormal distribution as a reference for reporting aerosol optical depth statistics; Empirical tests using multi-year, multi-site AERONET sunphotometer data, Geophys. Res. Lett., 27(20), 3333â€“3336, 2000. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Otte, T L.: Science Algorithms of the EPA Models-3 Community Multiscale Air Quality Modeling System, chap. Developing meteorological fields, EPA/600/R-99/030, US Environmental Protection Agency, Office of Research and Development, Washington DC, 1999. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Penner, J E., Andreae, M., Annegarn, H., Barrie, L., Feichter, J., Hegg, D., Jayaraman, A., Leaitch, R., Murphy, D., Nganga, J., and Pitari, G.: Aerosols, their Direct and Indirect Effects, in: Climate Change 2001: The Scientific Basis, Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change (IPCC), edited by Houghton, J T., Ding, Y., Griggs, D J., Noguer, M., v d. Linden, P J., and Xiaosu, D., chap 5, 289â€“348, Cambridge University Press, Cambridge, 2001. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Pun, B K., Wu, S Y., Seigneur, C., Seinfeld, J H., Griffin, R J., and Pandis, S N.: Uncertainties in modeling secondary organic aerosols: Three-dimensional modeling studies in Nashville/Western Tennessee, Environmental Science &amp; Technology, 37, 3647â€“3661, 2003. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Putaud, J.-P., Van Dingenen, R., Mangoni, M., Virkkula, A., Raes, F., Maring, H., Prospero, J M., Swietlicki, E., Berg, O H., Hillamo, R., and MÃ¤kelÃ¤, T.: Chemical mass closure and assessment of the origin of the submicron aerosol in the marine boundary layer and the free troposphere at Tenerife during ACE-2, Tellus, 52B, 147â€“168, 2000. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Putaud, J.-P., Raes, F., Van Dingenen, R., Bruggemann, E., Facchini, M C., Decesari, S., Fuzzi, S., Gehrig, R., Huglin, C., Laj, P., Lorbeer, G., Maenhaut, W., Mihalopoulos, N., MÃ¼ller, K., Querol, X., Rodriguez, S., Schneider, J., Spindler, G., ten Brink, H., Torseth, K., and Wiedensohler, A.: European aerosol phenomenology 2: chemical characteristics of particulate matter at kerbside, urban, rural and background sites in Europe, Atmospheric Environment, 38, 2579â€“2595, 2004. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Ramaswamy, V., Boucher, O., Haigh, J., Hauglustaine, D., Haywood, J., Myhre, G., Nakajima, T., Shi, G Y., and Solomon, S.: Radiative forcing of climate change, in: Climate Change 2001: The Scientific Basis, Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change (IPCC), edited by Houghton, J T., Ding, Y., Griggs, D J., Noguer, M., v d. Linden, P J., and Xiaosu, D., chap 6, pp. 349â€“416, Cambridge University Press, Cambridge, 2001. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Reisner, J., Rasmussen, R J., and Bruintjes, R T.: Explicit forecasting of supercooled liquid water in winter storms using the MM5 mesoscale model, Quaterly Journal of the Royal Meteorological Society, 124B, 1071, 1998. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Schell, B., Ackermann, I J., Hass, H., Binkowski, F S., and Ebel, A.: Modelling the formation of secondary organic aerosol within a comprehensive air quality model system, J. Geophys. Res., 2106, 28 275â€“28 293, 2001. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> Sokhi, R S., JosÃ©, R S., Kitwiroon, N., Fragkou, E., PÃ©rez, J L., and Middleton, D R.: Prediction of ozone levels in London using the MM5-CMAQ modelling system, Environmental Modelling &amp; Software, 21, 566â€“576, 2006. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Stockwell, W R., Middleton, P., and Chang, J S.: The second generation regional acid deposition model chemical mechanism for regional air quality modeling, J. Geophys. Res., 95, 16 343â€“16 367, 1990. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Tesche, T., Morris, R., Tonnesen, G., McNally, D., Boylan, J., and Brewer, P.: CMAQ/CAMx annual 2002 performance evaluation over the eastern US, Atmospheric Environment, 40, 4906â€“4919, 2006. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Textor, C., Schulz, M., Guibert, S., Kinne, S., Balkanski, Y., Bauer, S., Berntsen, T., Berglen, T., Boucher, O., Chin, M., Dentener, F., Diehl, T., Easter, R., Feichter, H., Fillmore, D., Ghan, S., Ginoux, P., Gong, S., Grini, A., Hendricks, J., Horowitz, L., Huang, P., Isaksen, I., Iversen, T., Kloster, S., Koch, D., Kirkevag, A., Kristjansson, J E., Krol, M., Lauer, A., Lamarque, J F., Liu, X., Montanaro, V., Myhre, G., Penner, J E., Pitari, G., Reddy, S., Seland, O., Stier, P., Takemura, T., and Tien, X.: Analysis and quantification of the diversities of aerosol life cycles within AeroCom, Atmos. Chem. Phys., 6, 1777â€“1813, 2006. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Troen, I. and Mahrt, L.: A simple model of the atmospheric boundary layer: Sensitivity to surface evaporation, Bound. Lay Met., 37, 129, 1986. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> Twomey, S A.: The influence of pollution on the shortwave albedo of clouds, J. Atmos. Sci., 34, 1149â€“1152, 1977. </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple"> van der Werf, G R., Randerson, J T., Giglio, L., Collatz, G J., and Kasibhatla, P S.: Interannual variability in global biomass burning emission from 1997 to 2004, Atmos. Chem. Phys., 6, 3423â€“3441, 2006. </mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple"> Vestreng, V. and Klein, H.: Emission data reported to UNECE/EMEP: Quality Assurance and Trend Analysis &amp; Presentation of WebDab, Emep/msc-w note 1/2002, Norwegian Meteorological Institute, Oslo, Norway, 2002. </mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple"> Yin, D., Jiang, W., Roth, H., and Giroux, E.: Improvement of biogenic emissions estimation in the Canadian Lower Fraser Valley and its impact on particulate matter modeling results, Atmos. Environ., 38, 507â€“521, 2004. </mixed-citation>
</ref>
</ref-list>
</back>
</article>