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<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-10-20559-2010</article-id>
<title-group>
<article-title>Modeling secondary organic aerosol formation from isoprene oxidation under dry and humid conditions</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Couvidat</surname>
<given-names>F.</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>Seigneur</surname>
<given-names>C.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>CEREA, Joint Laboratory  École des Ponts ParisTech/EDF R&amp;D, Université Paris-Est, 77455 Marne la Vallée, France</addr-line>
</aff>
<pub-date pub-type="epub">
<day>30</day>
<month>08</month>
<year>2010</year>
</pub-date>
<volume>10</volume>
<issue>8</issue>
<fpage>20559</fpage>
<lpage>20605</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>
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<abstract>
<p>A new model for the formation of secondary organic aerosol (SOA) from
      isoprene was developed. This model uses surrogate molecular species
      (hydroxy-hydroperoxides, tetrols, methylglyceric acid, organic
      nitrates) to represent SOA formation. The development of this model
      used available experimental data on yields and molecular composition
      of SOA from isoprene and methacrolein oxidation. This model reproduces
      the amount of particles measured in smog chambers under both
      low-NO&lt;sub&gt;x&lt;/sub&gt; and high-NO&lt;sub&gt;x&lt;/sub&gt; conditions. Under
      low-NO&lt;sub&gt;x&lt;/sub&gt; conditions, the model reproduces the
      transitional formation of hydroxy-hydroperoxides particles, which are
      photolyzed and lead to SOA mass decrease after reaching
      a maximum. Under high-NO&lt;sub&gt;x&lt;/sub&gt; conditions, particles are
      assumed to be formed mostly from the photo-oxidation of a PAN-type
      molecule derived from methacrolein (MPAN). This model successfully
      reproduces the complex NO&lt;sub&gt;x&lt;/sub&gt;-dependence of isoprene
      oxidation and suggests a possible yield increase under some
      high-NO&lt;sub&gt;x&lt;/sub&gt; conditions. Experimental data correspond to dry
      conditions (RH&lt;10%). However, particles formed from isoprene
      are expected to be highly hydrophilic, and isoprene oxidation products
      would likely partition between an aqueous phase and the gas phase at
      high humidity in the atmosphere. The model was extended to take into
      account the hydrophilic properties of SOA, which are relevant under
      atmospheric conditions, and investigate the effect of particulate
      liquid water on SOA formation. An important increase in SOA mass was
      estimated for atmospheric conditions due to the hydrophilic
      properties. Experiments should be conducted to confirm the results of
      this study, which have implications for SOA modeling.</p>
</abstract>
<counts><page-count count="47"/></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"> Altieri,~K., Seitzinger,~S., Carlton,~A., Turpin,~B., Klein,~G., and Marshall,~A.: Oligomers formed through in-cloud methylglyoxal reactions: chemical composition, properties, and mechanisms investigated by ultra-high resolution FT-ICR Mass Spectrometry, Atmos. Environ., 42, 1476–1490, \doi10.1016/j.atmosenv.2007.11.015, 2008. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Carter,~W., Cocker~III,~D., Fitz,~D., Malkina,~I., Bumiller,~K., Sauer,~C., Pisano,~J., Bufalino,~C., and Song,~C.: A new environmental chamber for evaluation of gas-phase chemical mechanisms and secondary aerosol formation, Atmos. Environ., 39, 7768–7788, \doi10.1016/j.atmosenv.2005.08.040, 2005. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Chan,~A W H., Chan,~M N., Surratt,~J D., Chhabra,~P S., Loza,~C L., Crounse,~J D., Yee,~L D., Flagan,~R C., Wennberg,~P O., and Seinfeld,~J H.: Role of aldehyde chemistry and NO&lt;sub&gt;x&lt;/sub&gt; concentrations in secondary organic aerosol formation, Atmos. Chem. Phys. Discuss., 10, 10219–10269, \doi10.5194/acpd-10-10219-2010, 2010. %%%ok  </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Claeys,~M., Graham,~B., Vas,~G., Wang,~W., Vermeylen,~R., Pashynska,~V., Cafmeyer,~J., Guyon,~P., Andreae,~M., Araxo,~P., and Maenhaut,~W.: Formation of secondary organic aerosols through photooxidation of isoprene, Science, 303, 1173–1176, \doi10.1126/science.1092805, 2004. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Cocker~III,~D., Flagan,~R., and Seinfeld,~J.: State-of-the-art chamber facility for studying atmospheric aerosol chemistry, Environ. Sci. Technol., 35, 2594–2601, \doi10.1021/es0019169, 2001. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Compernolle,~S., Ceulemans,~K., and Müller,~J.-F.: Influence of non-ideality on condensation to aerosol, Atmos. Chem. Phys., 9, 1325–1337, \doi10.5194/acp-9-1325-2009, 2009. %%%ok  </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Edney,~E., Kleindienst,~T., Jaoui,~M., Lewabdowski,~M., Offenberg,~J., Wang, ~W., and Claeys,~M.: Formation of 2-methyltetrols and 2-methylglyceric acid in secondary organic aerosol from laboratory irradiated isoprene/NO&lt;sub&gt;x&lt;/sub&gt;/\chemSO_2/air mixtures and their detection in ambient PM$_2.5$ samples collected in the eastern United States, Atmos. Environ., 39, 5281–5289, \doi10.1016/j.atmosenv.2005.05.031, 2005. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> EPRI: Organic Aerosol Partition Module Documentation, Tech. rep., 1999. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Ervens,~B., Carlton,~A., Turpin,~B., Altieri,~K., Kreidenweis,~S., and Feingold,~G.: Secondary organic aerosol yields from cloud-processing of isoprene oxidation products, Geophys. Res. Lett., 35, L02816, \doi10.1029/2007GL031828, 2008. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Fredenslund,~A., Jones,~R., and Prausnitz,~J.: Group-contribution estimation of activity-coefficients in nonideal liquid-mixtures, AIChE J., 21, 1086–1099, 1975. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Goliff,~W. and Stockwell,~W.: The Regional Atmospheric Chemistry Mechanism, version 2, an update, International Conference on Atmospheric Chemical Mechanisms, University of California, Davis, CA, USA, available at: http://airquality.ucdavis.edu/pages/events/2008/acm/Goliff.pdf, last access: 12 August 2010, 2008. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Guenther,~A., Karl,~T., Harley,~P., Wiedinmyer,~C., Palmer,~P I., and Geron,~C.: Estimates of global terrestrial isoprene emissions using MEGAN (Model of Emissions of Gases and Aerosols from Nature), Atmos. Chem. Phys., 6, 3181–3210, \doi10.5194/acp-6-3181-2006, 2006. %%%ok </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Hilal,~S., Ayyampalayam,~S., and Carreira,~L.: Air-liquid partition coefficient for a diverse set of organic compounds: Henry&apos;s law constant in water and hexadecane, Environ. Sci. Technol., 42, 9231–9236, \doi10.1021/es8005783, 2008. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Kamens,~R., Gery,~M., Jeffries,~H., Jacksons,~M., and Cole,~E.: Ozone-isoprene reactions: product formation and aerosol potential, Int. J. Chem. Kinet., 14, 955–975, 1982. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</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, 1053–1123, \doi10.5194/acp-5-1053-2005, 2005. %%%ok  </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Kim,~Y., Sartelet,~K., and Seigneur,~C.: Comparison of two gas-phase chemical kinetic mechanisms of ozone formation over Europe, J. Atmos. Chem., 62, 89–119, \doi10.1007/s10874-009-9142-5, 2010. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Kleindienst,~T., Lewandowski,~M., Offenberg,~J., Jaoui,~M., and Edney,~E.: Ozone-isoprene reactions: re-examination of the formation of secondary organic aerosol, Geophys. Res. Lett., 34, L01805, \doi10.1029/2006GL027485, 2007. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Kleindienst,~T E., Lewandowski,~M., Offenberg,~J H., Jaoui,~M., and Edney,~E O.: The formation of secondary organic aerosol from the isoprene$+$OH reaction in the absence of NO&lt;sub&gt;x&lt;/sub&gt;, Atmos. Chem. Phys., 9, 6541–6558, \doi10.5194/acp-9-6541-2009, 2009.  </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Kroll,~J., Ng,~N., Murphy,~S., Flagan,~R., and Seinfeld,~J.: Secondary organic aerosol formation from isoprene photooxidation, Environ. Sci. Technol., 40, 1869–1877, \doi10.1021/es0524301, 2006. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Meylan,~W. and Howard,~P.: Bond contribution method for estimating Henry&apos;s law constants, Environ. Toxicol. Chem., 10, 1283–1293, \doi10.1002/etc.5620101007, 1991. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Meylan,~W. and Howard,~P.: SRC&apos;s EPI suite, v3.20, Tech. rep., Syracuse Research Corporation, 2000. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Ng,~N L., Kwan,~A J., Surratt,~J D., Chan,~A W H., Chhabra,~P S., Sorooshian,~A., Pye,~H O T., Crounse,~J D., Wennberg,~P O., Flagan,~R C., and Seinfeld,~J H.: Secondary organic aerosol (SOA) formation from reaction of isoprene with nitrate radicals (\chemNO_3), Atmos. Chem. Phys., 8, 4117–4140, \doi10.5194/acp-8-4117-2008, 2008. %%%%ok </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Ng,~N L., Chhabra,~P S., Chan,~A W H., Surratt,~J D., Kroll,~J H., Kwan,~A J., McCabe,~D C., Wennberg,~P O., Sorooshian,~A., Murphy,~S M., Dalleska,~N F., Flagan,~R C., and Seinfeld,~J H.: Effect of NO&lt;sub&gt;x&lt;/sub&gt; level on secondary organic aerosol (SOA) formation from the photooxidation of terpenes, Atmos. Chem. Phys., 7, 5159–5174, \doi10.5194/acp-7-5159-2007, 2007a. %%ok  </mixed-citation>
</ref>
<ref id="ref24">
<label>24</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, 3909–3922, \doi10.5194/acp-7-3909-2007, 2007b. %%ok  </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Nguyen,~T., Bateman,~A., Bones,~D., Nizkorodov,~S., Laskin,~J., and Laskin,~A.: High-resolution mass spectrometry analysis of secondary organic aerosol generated by ozonolysis of isoprene, Atmos. Environ., 44, 1032–1042, \doi10.1016/j.atmosenv.2009.12.019, 2010. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Odum,~J., Hoffman,~T., Bowman,~F., Collins,~D., Flagan,~R., and Seinfeld,~J.: Gas/particle partitioning and secondary organic aerosol yields, Environ. Sci. Technol., 30, 2580–2585, \doi10.1021/es950943+, 1996. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Pandis,~S., Paulson,~S., Seinfeld,~J., and Flagan,~R.: Aerosol formation in the photooxidation of isoprene and β-pinene, Atmos. Environ., 25, 997–1008, \doi10.1021/es0524301, 1991. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Pankow,~J.: An absorption model of gas/particle partitioning of organic compounds in the atmosphere, Atmos. Environ., 28A, 185–188, 1994a. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Pankow,~J.: An absorption model of the gas/aerosol partitioning involved in the formation of secondary organic aerosol, Atmos. Environ., 28A, 189–193, 1994b. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Pankow,~J F. and Asher,~W E.: SIMPOL.1: a~simple group contribution method for predicting vapor pressures and enthalpies of vaporization of multifunctional organic compounds, Atmos. Chem. Phys., 8, 2773.-2796, \doi10.5194/acp-8-2773-2008, 2008. %%%OK  </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Pöschl,~U., Von~Kuhlmann,~R., Poisson,~N., and Crutzen,~P.: Development and intercomparison of condensed isoprene oxidation mechanisms for global atmospheric modeling, J. Atmos. Chem., 37, 29–52, \doi10.1023/A:1006391009798, 2000. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Pun,~B.: Development and initial application of the sesquiversion of \textscMADRID, J. Geophys. Res., 113, D12212, \doi10.1029/2008JD009888, 2008. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</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, 2199–2216, \doi10.5194/acp-7-2199-2007, 2007. %%%OK  </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Pun,~B., Griffin,~R., Seigneur,~C., and Seinfeld,~J.: Secondary organic aerosol 2. Thermodynamic model for gas/particle partitioning of molecular constituents, J. Geophys. Res., 107, 433, \doi10.1029/2001JD000542, 2002. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Pun,~B., Seigneur,~C., and Lohman,~K.: Modeling secondary organic aerosol formation via multiphase partitioning with molecular data, Environ. Sci. Technol., 40, 4722–4731, \doi10.1021/es0522736, 2006. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Raventos-Duran,~T., Camredon,~M., Valorso,~R., and Aumont,~B.: Structure-activity relationships to estimate the effective Henry&apos;s law coefficients of organics of atmospheric interest, Atmos. Chem. Phys. Discuss., 10, 4617–4647, \doi10.5194/acpd-10-4617-2010, 2010. %%OK  </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Rollins,~A W., Kiendler-Scharr,~A., Fry,~J L., Brauers,~T., Brown,~S S., Dorn,~H.-P., Dubé,~W P., Fuchs,~H., Mensah,~A., Mentel,~T F., Rohrer,~F., Tillmann,~R., Wegener,~R., Wooldridge,~P J., and Cohen,~R C.: Isoprene oxidation by nitrate radical: alkyl nitrate and secondary organic aerosol yields, Atmos. Chem. Phys., 9, 6685–6703, \doi10.5194/acp-9-6685-2009, 2009. %%ok  </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Ruppert,~L. and Becker,~K.: A~product study of the OH radical-initiated oxidation of isoprene: formation of C$_5$-unsaturated diols, Atmos. Environ., 34, 1529–1542, \doi10.1016/S1352-2310(99)00408-2, 2000. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Surratt,~J., Murphy,~S., Kroll,~J., Ng,~N., Hildebrandt,~L., Sorooshian,~A., Szmigielski,~R., Vermeylen,~R., Maenhaut,~W., Claeys,~M., Flagan,~R., and Seinfeld,~J.: Chemical composition of secondary organic aerosol formed from the photooxidation of isoprene, J. Phys. Chem. A, 110, 9665–9690, \doi10.1021/jp061734m, 2006. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Surratt,~J., Chan,~A., Eddingsaas,~N., Chan,~M., Loza,~C., Kwan,~A., Hersery,~S., Flagan,~R., Wennberg,~P., and Seinfeld,~J.: Reactive intermediates revealed in secondary organic aerosol formation from isoprene, P. Natl. Acad. Sci., 107, 6640–6645, \doi10.1073/pnas.0911114107, 2010. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Suzuki,~T., Ohtaguchi,~K., and Koide,~K.: Application of principal components analysis to calculate Henry&apos;s constant from molecular structure, Comput. Chem., 16, 41–52, 1992. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Verwer,~J., Spee,~E., Bloom,~J., and Hundsdorfer,~W.: A second-order rosenbrock method applied to photochemical dispersion problems, SIAM J. Sci. Comput., 20, 1456–1480, \doi10.1137/S1064827597326651, 1999. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Yu,~S., Bhave,~P., Dennis,~R., and Marthur,~R.: Seasonal and regional variations of primary and secondary organic aerosols over the Continental United States: semi-empirical estimates and model evaluation, Environ. Sci. Technol., 41, 4690–4697, \doi10.1021/es061535g, 2007. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang,~Q., Jimenez,~J., Canagaratna,~M., Allan,~J., Coe,~H., Ulbrich,~I., Alfarra,~M., Takami,~A., Middlebrook,~A., Sun,~Y., Dzepina,~K., Dunlea,~E., Docherty,~K., De-Carlo,~P., Salcedo,~D., Onasch,~T., Jayne,~J., Miyoshi,~T., Shimono,~A., Hatakeyama,~S., Takegawa,~N., Kondo,~Y., Schneider,~J., Drewnick,~F., Borrmann,~S., Weimer,~S., Demerjian,~K., Williams,~P., Bower,~K., Bahreini,~R., Cottrell,~L., Griffin,~R., Rautiainen,~J., Sun,~J., Zhang,~Y., and Worsnop,~D.: Ubiquity and dominance of oxygenated species in organic aerosols in anthropogenically-influence Northern Hemisphere mildlatitudes, Geophys. Res. Lett., 34, \doi10.1029/2007GL029979, 2007a. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang,~Y., Huang,~J.-P., Henze,~D., and Seinfeld,~J.: Role of isoprene in secondary organic aerosol formation on a regional case, J. Geophys. Res., 112, D20207, \doi10.1029/2007JD008675, 2007b. </mixed-citation>
</ref>
</ref-list>
</back>
</article>