<?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">ACPD</journal-id>
<journal-title-group>
<journal-title>Atmospheric Chemistry and Physics Discussions</journal-title>
<abbrev-journal-title abbrev-type="publisher">ACPD</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1680-7375</issn>
<publisher><publisher-name>Copernicus GmbH</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/acpd-7-14569-2007</article-id>
<title-group>
<article-title>Global modeling of secondary organic aerosol formation from aromatic hydrocarbons: high- vs low-yield pathways</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Henze</surname>
<given-names>D. K.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Seinfeld</surname>
<given-names>J. H.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ng</surname>
<given-names>N. L.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Kroll</surname>
<given-names>J. H.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Fu</surname>
<given-names>T. -M.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Jacob</surname>
<given-names>D. J.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Heald</surname>
<given-names>C. L.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Department of Chemical Engineering, California Institute of Technology, Pasadena, California, USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Aerodyne Research, Inc., Billerica, Massachusetts, USA</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>School of Engineering and Applied Sciences and Department of Earth and Planetary Sciences, Harvard University, Cambridge, Massachusetts, USA</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Center for Atmospheric Sciences, University of California, Berkeley, California, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>15</day>
<month>10</month>
<year>2007</year>
</pub-date>
<volume>7</volume>
<issue>5</issue>
<fpage>14569</fpage>
<lpage>14601</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-discuss.net/7/14569/2007/acpd-7-14569-2007.html">This article is available from http://www.atmos-chem-phys-discuss.net/7/14569/2007/acpd-7-14569-2007.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys-discuss.net/7/14569/2007/acpd-7-14569-2007.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys-discuss.net/7/14569/2007/acpd-7-14569-2007.pdf</self-uri>
<abstract>
<p>Formation of SOA from the aromatic species toluene, xylene, and, for
 the first time, benzene, is added to a global chemical transport model.
  A simple mechanism is presented that accounts for competition between
  low and high-yield pathways of SOA formation, wherein secondary gas-phase
  products react further with either nitrogen oxide (NO) or hydroperoxy
  radical (HO&lt;sub&gt;2&lt;/sub&gt;) to yield semi- or non-volatile products, respectively.
  Aromatic species yield more SOA when they react with OH in regions where
  the [NO]/[HO&lt;sub&gt;2&lt;/sub&gt;] ratios are lower.  The SOA yield thus depends upon
  the distribution of aromatic emissions, with biomass burning emissions being in areas
   with lower [NO]/[HO&lt;sub&gt;2&lt;/sub&gt;]  ratios, and the reactivity of the aromatic
   with respect to OH, as a lower initial reactivity allows transport away
   from industrial source regions, where [NO]/[HO&lt;sub&gt;2&lt;/sub&gt;] ratios
    are higher, to more remote regions, where this ratio is lower and, hence,
     the ultimate yield of SOA is higher.   As a result, benzene is estimated
      to be the most important aromatic species with regards to formation of
      SOA, with a total production nearly equal that of toluene and xylene combined.
       In total, while only 39% percent of the aromatic species react
       via the low-NO&lt;sub&gt;x&lt;/sub&gt; pathway, 72% of the aromatic SOA is formed
       via this mechanism.  Predicted SOA concentrations from aromatics in
       the Eastern United States and Eastern Europe are actually largest during
       the summer, when the [NO]/[HO&lt;sub&gt;2&lt;/sub&gt;] ratio is lower.
        Global production of SOA from aromatic sources is estimated at
        3.5 Tg/yr, resulting in a global burden of 0.08 Tg, twice as large
        as previous estimates.  The contribution of these largely anthropogenic
        sources to global SOA is still small relative to biogenic sources,
        which are estimated to comprise 90% of the global SOA burden, about
         half of which comes from isoprene.  Compared to recent observations,
         it would appear there are additional pathways beyond those accounted
         for here for production of anthropogenic SOA.  However, owing to
         differences in spatial distributions of sources and seasons of peak
          production, there are still regions in which aromatic SOA produced
           via the mechanisms identified here are predicted to contribute
            substantially to, and even dominate, the local SOA concentrations,
             such as outflow regions from North America and South East Asia during
             the wintertime, though total SOA concentrations there are small
             (~0.1 μg/m³).</p>
</abstract>
<counts><page-count count="33"/></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"> Andreae, M O. and Merlet, P.: Emission of trace gases and aerosols from biomass burning, Global Biogeochem. Cy., 15, 955&amp;ndash;966, 2001. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Atkinson, R., Baulch, D L., Cox, R A., Hampson, R F., Kerr, J A., Rossi, M J., and Troe, J.: Evaluated kinetic and photochemical data for atmospheric chemistry: Supplement VI - IUPAC subcommittee on gas kinetic data evaluation for atmospheric chemistry, J. Phys. Chem. Ref. Data, 26, 1329&amp;ndash;1499, 1997. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Benkovitz, C M., Scholtz, M T., Pacyna, J., Tarrason, L., Dignon, J., Voldner, E C., Spiro, P A., Logan, J A., and Graedel, T E.: Global gridded inventories of anthropogenic emissions of sulfur and nitrogen, J. Geophys. Res., 101, 29 239&amp;ndash;29 253, 1996. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Bey, I., Jacob, D J., Yantosca, R M., Logan, J A., Field, B D., Fiore, A M., Li, Q B., Liu, H. G Y., Mickley, L J., and Schultz, M G.: Global modeling of tropospheric chemistry with assimilated meteorology: Model description and evaluation, J. Geophys. Res., 106, 23 073&amp;ndash;23 095, 2001. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Calvert, J., Atkinson, R., Becker, K H., Kamens, R M., Seinfeld, J H., Wallington, T J., and Yarwood, G.: The mechanisms of atmospheric oxidation of aromatic hyrdocarbons, Oxford University Press, New York, 2002. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Chung, S H. and Seinfeld, J H.: Global distribution and climate forcing of carbonaceous aerosols, J. Geophys. Res., 107, 4407, \doi10.1029/2001JD001397, 2002. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Cocker, D R., David, R., Mader, B T., Kalberer, M., Richard, C., and Seinfeld, J H.: The effect of water on gas-particle partitioning of secondary organic aerosol, II, \textitm-xylene and 1, 3, 5-trimethylbenzene photooxidation systems, Atmos. Environ., 35, 6073&amp;ndash;6085, 2001. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> de~Gouw, J A., Middlebrook, A M., Warneke, C., Goldan, P D., Kuster, W C., Roberts, J M., Fehsenfeld, F C., Worsnop, D R., Canagaratna, M R., Pszenny, A. A P., Keene, W C., Marchewka, M., Bertman, S B., and Bates, T S.: Budget of organic carbon in a polluted atmosphere: Results from the New England Air Quality Study in 2002, J. Geophys. Res., 110, D16305, \doi10.1029/2004JD005623, 2005. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Eberhard, J. and Howard, C J.: Rate coefficients for the reactions of some C-3 to C-5 hydrocarbon peroxy radicals with NO, J. Phys. Chem. A, 101, 3360&amp;ndash;3366, 1997. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Fan, J W. and Zhang, R Y.: Atmospheric oxidation mechanism of p-xylene: A density functional theory study, J. Phys. Chem. A, 110, 7728&amp;ndash;7737, 2006. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Giglio, L., van~der Werf, G R., Randerson, J T., Collatz, G J., and Kasibhatla, P.: Global estimation of burned area using MODIS active fire observations, Atmos. Chem. Phys., 6, 957&amp;ndash;974, 2006. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Heald, C L., Jacob, D J., Park, R J., Russell, L M., Huebert, B J., Seinfeld, J H., Liao, H., and Weber, R J.: A large organic aerosol source in the free troposphere missing from current models, Geophys. Res. Lett., 32, L18809, \doi10.1029/2005GL023831, 2005. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Heald, C L., Jacob, D J., Turquety, S., Hudman, R C., Weber, R J., Sullivan, A P., Peltier, R E., Atlas, E L., de~Gouw, J A., Warneke, C., Holloway, J S., Neuman, J A., Flocke, F M., and Seinfeld, J H.: Concentrations and sources of organic carbon aerosols in the free troposphere over North America, J. Geophys. Res., 111, D23S47, doi:10.1029/2006JD007705, 2006. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Henze, D K. and Seinfeld, J H.: Global secondary organic aerosol from isoprene oxidation, Geophys. Res. Lett., 33, L09812, \doi10.1029/2006GL025976, 2006. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Hudman, R C., Jacob, D J., Turquety, S., Leibensperger, E M., Murray, L T., Wu, S., Gilliland, A B., Avery, M., Bertram, T H., Brune, W., Cohen, R C., Dibb, J E., Flocke, F M., Fried, A., Holloway, J., Neuman, J A., Orville, R., Perring, A., Ren, X., Sachse, G W., Singh, H B., Swanson, A., and Wooldridge, P J.: Surface and lightning sources of nitrogen oxides over the United States: magnitudes, chemical evolution, and outflow, J. Geophys. Res., 112, D12S05, \doi10.1029/2006JD007912, 2007. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Hurley, M D., Sokolov, O., Wallington, T J., Takekawa, H., Karasawa, M., Klotz, B., Barnes, I., and Becker, K H.: Organic aerosol formation during the atmospheric degradation of toluene, Environ. Sci. Technol., 35, 1358&amp;ndash;1366, 2001. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Johnson, D., Cassanelli, P., and Cox, R A.: Isomerization of simple alkoxyl radicals: New temperature-dependent rate data and structure activity relationship, J. Phys. Chem. A, 108, 519&amp;ndash;523, 2004. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Johnson, D., Jenkin, M E., Wirtz, K., and Martin-Reviejo, M.: Simulating the formation of secondary organic aerosol from the photooxidation of aromatic hydrocarbons, Environ. Chem., 2, 35&amp;ndash;48, 2005. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Kanakidou, M., Seinfeld, J H., Pandis, S N., Barnes, I., Dentener, F J., Facchini, M C., Van~Dingenen, R., Ervens, B., Nenes, A., Nielsen, C J., Swietlicki, E., Putaud, J P., Balkanski, Y., Fuzzi, S., Horth, J., Moortgat, G K., Winterhalter, R., Myhre, C. E L., Tsigaridis, K., Vignati, E., Stephanou, E G., and Wilson, J.: Organic aerosol and global climate modelling: a review, Atmos. Chem. Phys., 5, 1053&amp;ndash;1123, 2005. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Koch, R., Knispel, R., Elend, M., Siese, M., and Zetzsch, C.: Consecutive reactions of aromatic-OH adducts with NO, NO2 and O-2: benzene, naphthalene, toluene, m- and p-xylene, hexamethylbenzene, phenol, m-cresol and aniline, Atmos. Chem. Phys., 7, 2057&amp;ndash;2071, 2007. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Kroll, J H., Chan, A. W H., Ng, N L., Flagan, R C., and Seinfeld, J H.: Reactions of semivolatile organics and their effects on secondary organic aerosol formation, Environ. Sci. Technol., 41, 3545&amp;ndash;3550, 2007. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Lack, D A., Tie, X X., Bofinger, N D., Wiegand, A N., and Madronich, S.: Seasonal variability of secondary organic aerosol: A global modeling study, J. Geophys. Res., 109, D03203, \doi10.1029/2003JD003418, 2004. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Liao, H., Henze, D K., Seinfeld, J H., Wu, S., and Mickley, L J.: Biogenic secondary organic aerosol over the United States: Comparison of climatological simulations with observations, J. Geophys. Res., 112, D06201, \doi10.1029/2006JD007813, 2007. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Lightfoot, P D., Cox, R A., Crowley, J N., Destriau, M., Hayman, G D., Jenkin, M E., Moortgat, G K., and Zabel, F.: Organic Peroxy-Radicals - Kinetics, Spectroscopy and Tropospheric Chemistry, Atmos. Environ., 26, 1805&amp;ndash;1961, 1992. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Liu, H Y., Jacob, D J., Bey, I., and Yantosca, R M.: Constraints from Pb-210 and Be-7 on wet deposition and transport in a global three-dimensional chemical tracer model driven by assimilated meteorological fields, J. Geophys. Res., 106, 12 109&amp;ndash;12 128, 2001. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Martin-Reviejo, M. and Wirtz, K.: Is benzene a precursor for secondary organic aerosol?, Environ. Sci. Technol., 39, 1045&amp;ndash;1054, 2005. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Ng, N L., Kroll, J H., Chan, A. W H., Chhabra, P S., Flagan, R C., and Seinfeld, J H.: Secondary organic aerosol formation from m-xylene, toluene, and benzene, Atmos. Chem. Phys., 7, 3909&amp;ndash;3922, 2007. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Odum, J R., Hoffmann, T., Bowman, F., Collins, D., Flagan, R C., and Seinfeld, J H.: Gas/particle partitioning and secondary organic aerosol yields, Environ. Sci. Technol., 30, 2580&amp;ndash;2585, 1996. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Odum, J R., Jungkamp, T. P W., Griffin, R J., Forstner, H. J L., Flagan, R C., and Seinfeld, J H.: Aromatics, reformulated gasoline, and atmospheric organic aerosol formation, Environ. Sci. Technol., 31, 1890&amp;ndash;1897, 1997. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Offenberg, J H., Kleindienst, T E., Jaoui, M., Lewandowski, M., and Edney, E O.: Thermal properties of secondary organic aerosols, Geophys. Res. Lett., 33, L03816, \doi10.1029/2005GL024623, 2006. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Olivier, J. G J., Bouwman, A F., Van~der Maas, C. W M., Berdowski, J. J M., Veldt, C., Bloos, J. P J., Visschedijk, A. J H., Zandveld, P. Y J., and Haverlag, J L.: Description of EDGAR Version 2.0: A set of global emission inventories of greenhous gases and ozone-depleting substances for all anthropogenic and most natural sources on a per country basis and on $1^\circ \times 1^\circ$ grid, Tech. rep., 1996. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Olivier, J. G J., Bouwman, A F., Berdowski, J. J M., Veldt, C., Bloos, J. P J., Visschedijk, A. J H., Van~der Maas, C. W M., and Zandveld, P. Y J.: Sectoral emission inventories of greenhouse gases for 1990 on a per country basis as well as on 1x1 degree, Environmental Science &amp; Policy, 2, 241&amp;ndash;264, 1999. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Park, R J., Jacob, D., Field, B D., Yantosca, R., and Chin, M.: Natural and transboundary pollution influences on sulfate-nitrate-ammonium aerosols in the United States: implications for policy, J. Geophys. Res., 109, D15204, \doi10.1029/2003JD004473, 2004. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Park, R J., Jacob, D J., Kumar, N., and Yantosca, R M.: Regional visibility statistics in the United States: Natural and transboundary pollution influences, and implications for the Regional Haze Rule, Atmos. Environ., 40, 5405&amp;ndash;5423, 2006. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Pathak, R K., Presto, A A., Lane, T E., Stanier, C O., Donahue, N M., and Pandis, S N.: Ozonolysis of α-pinene: parameterization of secondary organic aerosol mass fraction, Atmos. Chem. Phys., 7, 3811&amp;ndash;3821, 2007. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Presto, A A. and Donahue, N M.: Investigation of α-pinene plus ozone secondary organic aerosol formation at low total aerosol mass, Environ. Sci. Technol., 40, 3536&amp;ndash;3543, 2006. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Presto, A A., Hartz, K. E H., and Donahue, N M.: Secondary organic aerosol production from terpene ozonolysis. 2. Effect of NO&lt;sub&gt;x&lt;/sub&gt; concentration, Environ. Sci. Technol., 39, 7046&amp;ndash;7054, 2005. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Pun, B K. and Seigneur, C.: Investigative modeling of new pathways for secondary organic aerosol formation, Atmos. Chem. Phys., 7, 2199&amp;ndash;2216, 2007., </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Song, C., Na, K S., and Cocker, D R.: Impact of the hydrocarbon to NO&lt;sub&gt;x&lt;/sub&gt; ratio on secondary organic aerosol formation, Environ. Sci. Technol., 39, 3143&amp;ndash;3149, 2005. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Surratt, J D., Kleindienst, T E., Edney, E O., Lewandowski, M., Offenberg, J H., Jaoui, M., and Seinfeld, J H.: Effect of acidity on secondary organic aerosol formation from isoprene, Environ. Sci. Technol., 41, 5363&amp;ndash;5369, 2007. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Tsigaridis, K. and Kanakidou, M.: Global modelling of secondary organic aerosol in the troposphere: a sensitivity analysis, Atmos. Chem. Phys., 3, 1849&amp;ndash;1869, 2003. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Tsigaridis, K. and Kanakidou, M.: Secondary organic aerosol importance in the future atmosphere, Atmos. Environ., 41, 4682&amp;ndash;4692, 2007. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Tsigaridis, K., Krol, M., Dentener, F J., Balkanski, Y., Lathiere, J., Metzger, S., Hauglustaine, D A., and Kanakidou, M.: Change in global aerosol composition since preindustrial times, Atmos. Chem. Phys., 6, 5143&amp;ndash;5162, 2006. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Turpin, B J. and Lim, H J.: Species contributions to PM$_2.5$ mass concentrations: Revisiting common assumptions for estimating organic mass, Aerosol. Sci. Tech., 35, 602&amp;ndash;610, 2001. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> van der Werf, G R., Randerson, J T., Giglio, L., Collatz, G J., Kasibhatla, P S., and Arellano, A F.: Interannual variability in global biomass burning emissions from 1997 to 2004, Atmos. Chem. Phys., 6, 3423&amp;ndash;3441, 2006. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> van Donkelaar, A., Martin, R V., Park, R J., Heald, C L., Fu, T.-M., Liao, H., and Guenther, A.: Model evidence for a significant source of secondary organic aerosol from isoprene, Atmos. Environ., 41, 1267&amp;ndash;1274, 2007. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> van Noije, T. P C., Eskes, H J., Dentener, F J., Stevenson, D S., Ellingsen, K., Schultz, M G., Wild, O., Amann, M., Atherton, C S., Bergmann, D J., Bey, I., Boersma, K F., Butler, T., Cofala, J., Drevet, 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., Martin, R V., Montanaro, V., Muller, J F., Pitari, G., Prather, M J., Pyle, J A., Richter, A., Rodriguez, J M., Savage, N H., Strahan, S E., Sudo, K., Szopa, S., and van Roozendael, M.: Multi-model ensemble simulations of tropospheric NO&lt;sub&gt;2&lt;/sub&gt; compared with GOME retrievals for the year 2000, Atmos. Chem. Phys., 6, 2943&amp;ndash;2979, 2006. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Volkamer, R., Klotz, B., Barnes, I., Imamura, T., Wirtz, K., Washida, N., Becker, K H., and Platt, U.: OH-initiated oxidation of benzene &amp;ndash; Part I. Phenol formation under atmospheric conditions, Phys. Chem. Chem. Phys., 4, 1598&amp;ndash;1610, 2002. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Volkamer, R., Jimenez, J L., San~Martini, F., Dzepina, K., Zhang, Q., Salcedo, D., Molina, L T., Worsnop, D R., and Molina, M J.: Secondary organic aerosol formation from anthropogenic air pollution: Rapid and higher than expected, Geophys. Res. Lett., 33, L17811, \doi10.1029/2006GL02689, 2006. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Wang, Y H., Jacob, D J., and Logan, J A.: Global simulation of tropospheric O-3-NOx-hydrocarbon chemistry 1. Model formulation, J. Geophys. Res., 103, 10 713&amp;ndash;10 725, 1998. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> Wang, Y X., McElroy, M B., Martin, R V., Streets, D G., Zhang, Q., and Fu, T M.: Seasonal variability of NO&lt;sub&gt;x&lt;/sub&gt; emissions over east China constrained by satellite observations: Implications for combustion and microbial sources, J. Geophys. Res., 112, D06301, \doi10.1029/2006JD007538, 2007. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Warneke, C., McKeen, S A., de~Gouw, J A., Goldan, P D., Kuster, W C., Holloway, J S., Williams, E J., Lerner, B M., Parrish, D D., Trainer, M., Fehsenfeld, F C., Kato, S., Atlas, E L., Baker, A., and Blake, D R.: Determination of urban volatile organic compound emission ratios and comparison with an emissions database, J. Geophys. Res., 112, D10S47, \doi10.1029/2006JD007930, 2007. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Wesely, M L.: Parameterization of Surface Resistances to Gaseous Dry Deposition in Regional-Scale Numerical-Models, Atmos. Environ., 23, 1293&amp;ndash;1304, 1989. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang, Y., Huang, J.-P., Henze, D K., and Seinfeld, J H.: The role of isoprene in secondary organic aerosol formation on a regional scale, J. Geophys. Res., 112, D06201, doi:10.1029/2006JD007813, 2007. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Zhao, J., Zhang, R Y., Misawa, K., and Shibuya, K.: Experimental product study of the OH-initiated oxidation of m-xylene, J Photoch Photobio A, 176, 199&amp;ndash;207, 2005. </mixed-citation>
</ref>
</ref-list>
</back>
</article>