<?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-8-16789-2008</article-id>
<title-group>
<article-title>Aerosol hygroscopicity in the marine atmosphere: a closure study using high-resolution, size-resolved AMS and multiple-RH DASH-SP data</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Hersey</surname>
<given-names>S. P.</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>Sorooshian</surname>
<given-names>A.</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>Murphy</surname>
<given-names>S. M.</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>Flagan</surname>
<given-names>R. C.</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-group><aff id="aff1">
<label>1</label>
<addr-line>Departments of Chemical Engineering and Environmental Science and Engineering, Caltech, 1200 E. California Blvd, Pasadena, CA,  91125, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>04</day>
<month>09</month>
<year>2008</year>
</pub-date>
<volume>8</volume>
<issue>4</issue>
<fpage>16789</fpage>
<lpage>16817</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/8/16789/2008/acpd-8-16789-2008.html">This article is available from http://www.atmos-chem-phys-discuss.net/8/16789/2008/acpd-8-16789-2008.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys-discuss.net/8/16789/2008/acpd-8-16789-2008.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys-discuss.net/8/16789/2008/acpd-8-16789-2008.pdf</self-uri>
<abstract>
<p>We have conducted the first closure study to couple high-resolution aerosol
mass spectrometer (AMS) composition data with size-resolved, multiple-RH,
high-time-resolution hygroscopic growth factor (&lt;i&gt;GF&lt;/i&gt;) measurements from the
differential aerosol sizing and hygroscopicity spectrometer probe (DASH-SP).
These data were collected off the coast of Central California during seven of
the 16 flights carried out during the MASE-II field campaign in July 2007.
Two of the seven flights were conducted in airmasses that originated over the
continental United States. These flights exhibited elevated organic volume
fractions (&lt;i&gt;VF&lt;/i&gt;&lt;sub&gt;organic&lt;/sub&gt;=0.46&amp;plusmn;0.22, as opposed to
0.24&amp;plusmn;0.18 for all other flights), corresponding to significantly
suppressed &lt;i&gt;GFs&lt;/i&gt; at high RH (1.61&amp;plusmn;0.14 at 92% RH, as compared with
1.91&amp;plusmn;0.07 for all other flights), more moderate &lt;i&gt;GF&lt;/i&gt; suppression at
intermediate RH (1.53&amp;plusmn;0.10 at 85%, compared with 1.58&amp;plusmn;0.08 for
all other flights, and no measurable &lt;i&gt;GF&lt;/i&gt; suppression at low RH
(1.31&amp;plusmn;0.06 at 74%, compared with 1.31&amp;plusmn;0.07 for all other
flights). Organic loadings were slightly elevated in above-cloud aerosols, as
compared with below-cloud aerosols, and corresponded to a similar trend of
significantly suppressed &lt;i&gt;GF&lt;/i&gt; at high RH, but more moderate impacts at lower
values of RH. A hygroscopic closure based on a volume-weighted mixing rule
provided excellent agreement with DASH-SP measurements (&lt;i&gt;R&lt;/i&gt;&lt;sup&gt;2&lt;/sup&gt;=0.79).
Minimization of root mean square error between observations and predictions
indicated mission-averaged organic &lt;i&gt;GFs&lt;/i&gt; of 1.20, 1.43, and 1.46 at 74, 85,
and 92% RH, respectively. These values agree with previously reported values
for water-soluble organics such as dicarboxylic and multifunctional acids,
and correspond to a highly oxidized, presumably water-soluble, organic
fraction (O:C=0.92&amp;plusmn;0.33). Finally, a backward stepwise linear
regression revealed that, other than RH, the most important predictor for
&lt;i&gt;GF&lt;/i&gt; is &lt;i&gt;VF&lt;/i&gt;&lt;sub&gt;organic&lt;/sub&gt;, indicating that a simple emperical model relating
&lt;i&gt;GF&lt;/i&gt;, RH, and the relative abundance of organic material can provide accurate
predictions of hygroscopic growth in the marine atmosphere.</p>
</abstract>
<counts><page-count count="29"/></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"> Aiken, A C., DeCarlo, P F., and Jimenez, J L.: Elemental analysis of organic species with electron ionization high-resolution mass spectrometry, Anal. Chem., 79, 8350–8358, 2007. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Ansari, A S. and Pandis, S N.: Water absorption by secondary organic aerosol and its effect an inorganic aerosol behavior, Environ. Sci. Technol., 34, 71–77, 2000. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Carrico, C M., Rood, M J., and Ogren, J A.: Aerosol light scattering properties at Cape Grim, Tasmania, during the First Aerosol Characterization Experiment (ACE 1), J. Geophys. Res., 103, 16 565–16 574, 1998. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Carrico, C M., Rood, M J., Ogren, J A., Neususs, C., Wiedensohler, A., and Heintzenberg, J.: Aerosol optical properties at Sagres, Portugal during ACE-2, Tellus Series B-Chemical and Physical Meteorology, 52, 694–715, 2000. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Choi, M Y. and Chan, C K.: Continuous measurements of the water activities of aqueous droplets of water-soluble organic compounds, J. Phys. Chem. A, 106, 4566–4572, 2002a. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Choi, M Y. and Chan, C K.: The effects of organic species on the hygroscopic behaviors of inorganic aerosols, Environ. Sci. Technol., 36, 2422–2428, 2002b. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Clegg, S L. and Seinfeld, J H.: Thermodynamic models of aqueous solutions containing inorganic electrolytes and dicarboxylic acids at 298.15~K. 2. Systems including dissociation equilibria, J. Phys. Chem. A, 110, 5718–5734, 2006. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Cocker, D R., Clegg, S L., Flagan, R C., and Seinfeld, J H.: The effect of water on gas-particle partitioning of secondary organic aerosol. Part I: alpha-pinene/ozone system, Atmos. Environ., 35, 6049–6072, 2001a. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Cocker, D R., Mader, B T., Kalberer, M., Flagan, R C., and Seinfeld, J H.: The effect of water on gas-particle partitioning of secondary organic aerosol: II. m-xylene and 1,3,5-trimethylbenzene photooxidation systems, Atmos. Environ., 35, 6073–6085, 2001b. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Cohen, M D., Flagan, R C., and Seinfeld, J H.: Studies of concentrated electrolyte-solutions using the electrodynamic balance. 1. Water activities for single-electrolyte solutions, J. Phys. Chem., 91, 4563–4574, 1987a. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Cohen, M D., Flagan, R C., and Seinfeld, J H.: Studies of concentrated electrolyte-solutions using the electrodynamic balance. 2. Water activities for mixed-electrolyte solutions, J. Phys. Chem., 91, 4575–4582, 1987b. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Cohen, M D., Flagan, R C., and Seinfeld, J H.: Studies of concentrated electrolyte-solutions using the electrodynamic balance. 3. Solute nucleation, J. Phys. Chem., 91, 4583–4590, 1987c. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Cruz, C N. and Pandis, S N.: Deliquescence and hygroscopic growth of mixed inorganic-organic atmospheric aerosol, Environ. Sci. Technol., 34, 4313–4319, 2000. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Dougle, P G., Veefkind, J P., and ten Brink, H M.: Crystallisation of mixtures of ammonium nitrate, ammonium sulphate and soot, J. Aerosol Sci., 29, 375–386, 1998. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Drewnick, F., Jayne, J T., Canagaratna, M., Worsnop, D R., and Demerjian, K L.: Measurement of ambient aerosol composition during the PMTACS-NY 2001 using an aerosol mass spectrometer. Part II: Chemically speciated mass distributions, Aerosol. Sci. Tech., 38, 104–117, suppl. 1, 2004a. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Drewnick, F., Schwab, J J., Jayne, J T., Canagaratna, M., Worsnop, D R., and Demerjian, K L.: Measurement of ambient aerosol composition during the PMTACS-NY 2001 using an aerosol mass spectrometer. Part I: Mass concentrations, Aerosol. Sci. Tech., 38, 92–103, suppl. 1, 2004b. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Duplissy, J., Gysel, M., Alfarra, M R., Dommen, J., Metzger, A., Prevot, A. S H., Weingartner, E., Laaksonen, A., Raatikainen, T., Good, N., Turner, S F., McFiggans, G., and Baltensperger, U.: Cloud forming potential of secondary organic aerosol under near atmospheric conditions, Geophys. Res. Lett., 35, L03818, doi:10.1029/2007GL031075, 2008. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Gysel, M., Crosier, J., Topping, D. O., Whitehead, J. D., Bower, K. N., Cubison, M. J., Williams, P. I., Flynn, M. J., McFiggans, G. B., and Coe, H.: Closure study between chemical composition and hygroscopic growth of aerosol particles during TORCH2, Atmos. Chem. Phys., 7, 6131–6144, 2007. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Hameri, K., Charlson, R., and Hansson, H C.: Hygroscopic properties of mixed ammonium sulfate and carboxylic acids particles, AIChE J., 48, 1309–1316, 2002. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Hegg, D A., Covert, D S., Crahan, K K., Jonsson, H H., and Liu, Y.: Measurements of aerosol size-resolved hygroscopicity at sub and supermicron sizes, Geophys. Res. Lett., 33, L21808, doi:10.1029/2006GL026747, 2006. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> IPCC: Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 2007. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Jayne, J T., Leard, D C., Zhang, X F., Davidovits, P., Smith, K A., Kolb, C E., and Worsnop, D R.: Development of an aerosol mass spectrometer for size and composition analysis of submicron particles, Aerosol. Sci. Tech., 33, 49–70, 2000. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Kasten, F.: Visibility forecast in phase of pre-condensation, Tellus, 21(5), 631–635, 1969. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Kim, J., Yoon, S C., Jefferson, A., and Kim, S W.: Aerosol hygroscopic properties during Asian dust, pollution, and biomass burning episodes at Gosan, Korea in April 2001, Atmos. Environ., 40, 1550–1560, 2006. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Kondo, Y., Miyazaki, Y., Takegawa, N., Miyakawa, T., Weber, R J., Jimenez, J L., Zhang, Q., and Worsnop, D R.: Oxygenated and water-soluble organic aerosols in Tokyo, J. Geophys. Res., 112, D01203, doi:10.1029/2006JD007056, 2007. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Kreisberg, N M., Stolzenburg, M R., Hering, S V., Dick, W D., and McMurry, P H.: A new method for measuring the dependence of particle size distributions on relative humidity, with application to the Southeastern Aerosol and Visibility Study, J. Geophys. Res., 106, 14 935–14 949, 2001. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Lu, M L., Conant, W C., Jonsson, H H., Varutbangkul, V., Flagan, R C., and Seinfeld, J H.: The Marine Stratus/Stratocumulus Experiment (MASE): Aerosol-cloud relationships in marine stratocumulus, J. Geophys. Res., 112, D10209, doi:10.1029/2006JD007985, 2007. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Magi, B I. and Hobbs, P V.: Effects of humidity on aerosols in southern Africa during the biomass burning season, J. Geophys. Res., 108, 8495, doi:10.1029/2002JD002144, 2003. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Malm, W C., Day, D E., Kreidenweis, S M., Collett, J L., Carrico, C., McMeeking, G., and Lee, T.: Hygroscopic properties of an organic-laden aerosol, Atmos. Environ., 39, 4969–4982, 2005. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Massling, A., Leinert, S., Wiedensohler, A., and Covert, D.: Hygroscopic growth of sub-micrometer and one-micrometer aerosol particles measured during ACE-Asia, Atmos. Chem. Phys., 7, 3249–3259, 2007. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> McFiggans, G., Alfarra, M R., Allan, J., Bower, K., Coe, H., Cubison, M., Topping, D., Williams, P., Decesari, S., Facchini, C., and Fuzzi, S.: Simplification of the representation of the organic component of atmospheric particulates, Faraday Discuss., 130, 341–362, 2005. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Moore, R H. and Raymond, T M.: HTDMA analysis of multicomponent dicarboxylic acid aerosols with comparison to UNIFAC and ZSR, J. Geophys. Res., 113, D04206, doi:10.1029/2007JD008660, 2008. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Peng, C., Chan, M N., and Chan, C K.: The hygroscopic properties of dicarboxylic and multifunctional acids: Measurements and UNIFAC predictions, Environ. Sci. Technol., 35, 4495–4501, 2001. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Peng, C G. and Chan, C K.: The water cycles of water-soluble organic salts of atmospheric importance, Atmos. Environ., 35, 1183–1192, 2001. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Petters, M D., Kreidenweis, S M., Snider, J R., Koehler, K A., Wang, Q., Prenni, A J., and Demott, P J.: Cloud droplet activation of polymerized organic aerosol, Tellus Series B-Chemical and Physical Meteorology, 58, 196–205, 2006. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Prenni, A J., DeMott, P J., Kreidenweis, S M., Sherman, D E., Russell, L M., and Ming, Y.: The effects of low molecular weight dicarboxylic acids on cloud formation, J. Phys. Chem. A, 105, 11 240–11 248, 2001. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Prenni, A J., De~Mott, P J., and Kreidenweis, S M.: Water uptake of internally mixed particles containing ammonium sulfate and dicarboxylic acids, Atmos. Environ., 37, 4243–4251, 2003. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Prenni, A J., Petters, M D., Kreidenweis, S M., DeMott, P J., and Ziemann, P J.: Cloud droplet activation of secondary organic aerosol, J. Geophys. Res., 112, D10223, doi:10.1029/2006JD007963, 2007. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Rood, M J., Larson, T V., Covert, D S., and Ahlquist, N C.: Measurement of laboratory and ambient aerosols with temperature and humidity controlled nephlometry, Atmos. Environ., 19, 1181–1190, 1985. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Saathoff, H., Naumann, K H., Schnaiter, M., Schock, W., Mohler, O., Schurath, U., Weingartner, E., Gysel, M., and Baltensperger, U.: Coating of soot and \chem(NH_4)_2SO_4 particles by ozonolysis products of alpha-pinene, J. Aerosol Sci., 34, 1297–1321, 2003. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Seinfeld, J. and Pandis, S.: Atmospheric Chemistry and Physics, Second Edition, Wiley-Interscience, New York, NY, USA, 2006. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Sjogren, S., Gysel, M., Weingartner, E., Baltensperger, U., Cubison, M J., Coe, H., Zardini, A A., Marcolli, C., Krieger, U K., and Peter, T.: Hygroscopic growth and water uptake kinetics of two-phase aerosol particles consisting of ammonium sulfate, adipic and humic acid mixtures, J. Aerosol Sci., 38, 157–171, 2007. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Sorooshian, A., Hersey, S., Brechtel, F., Corless, A., Flagan, R., and Seinfeld, J.: Rapid, Size-Resolved Aerosol Hygroscopic Growth Measurements: Differential Aerosol Sizing and Hygroscopicity Spectrometer Probe (DASH-SP), Aerosol. Sci. Tech., 42, 445–464, 2008. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Topping, D O., McFiggans, G B., and Coe, H.: A curved multi-component aerosol hygroscopicity model framework: Part 1 – Inorganic compounds, Atmos. Chem. Phys., 5, 1205–1222, 2005a. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Topping, D O., McFiggans, G B., and Coe, H.: A curved multi-component aerosol hygroscopicity model framework: Part 2 – Including organic compounds, Atmos. Chem. Phys., 5, 1223–1242, 2005b. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Varutbangkul, V., Brechtel, F. J., Bahreini, R., Ng, N. L., Keywood, M. D., Kroll, J. H., Flagan, R. C., Seinfeld, J. H., Lee, A., and Goldstein, A. H.: Hygroscopicity of secondary organic aerosols formed by oxidation of cycloalkenes, monoterpenes, sesquiterpenes, and related compounds, Atmos. Chem. Phys., 6, 2367–2388, 2006. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Virkkula, A., Van~Dingenen, R., Raes, F., and Hjorth, J.: Hygroscopic properties of aerosol formed by oxidation of limonene, alpha-pinene, and beta-pinene, J. Geophys. Res., 104, 3569–3579, 1999. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang, Q., Alfarra, M R., Worsnop, D R., Allan, J D., Coe, H., Canagaratna, M R., and Jimenez, J L.: Deconvolution and quantification of hydrocarbon-like and oxygenated organic aerosols based on aerosol mass spectrometry, Environ. Sci. Technol., 39, 4938–4952, 2005. </mixed-citation>
</ref>
</ref-list>
</back>
</article>