<?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>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/acp-11-1865-2011</article-id>
<title-group>
<article-title>Characterization of submicron aerosols at a rural site in Pearl River Delta of China using an Aerodyne High-Resolution Aerosol Mass Spectrometer</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Huang</surname>
<given-names>X.-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>He</surname>
<given-names>L.-Y.</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>Hu</surname>
<given-names>M.</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>Canagaratna</surname>
<given-names>M. R.</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>Kroll</surname>
<given-names>J. H.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</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="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Zhang</surname>
<given-names>Y.-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>Lin</surname>
<given-names>Y.</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>Xue</surname>
<given-names>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>Sun</surname>
<given-names>T.-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>Liu</surname>
<given-names>X.-G.</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>Shao</surname>
<given-names>M.</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>Jayne</surname>
<given-names>J. T.</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>Worsnop</surname>
<given-names>D. R.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Key Laboratory for Urban Habitat Environmental Science and Technology, School of Environment and Energy, Peking University Shenzhen Graduate School, Shenzhen, China</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>State Key Joint Laboratory of Environmental Simulation and Pollution Control, College of Environmental Sciences and Engineering, Peking University, Beijing, China</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Aerodyne Research, Inc. Billerica, MA, USA</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>01</day>
<month>03</month>
<year>2011</year>
</pub-date>
<volume>11</volume>
<issue>5</issue>
<fpage>1865</fpage>
<lpage>1877</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/11/1865/2011/acp-11-1865-2011.html">This article is available from http://www.atmos-chem-phys.net/11/1865/2011/acp-11-1865-2011.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/11/1865/2011/acp-11-1865-2011.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/11/1865/2011/acp-11-1865-2011.pdf</self-uri>
<abstract>
<p>The Pearl River Delta (PRD) region in South China is one of the most
economically developed regions in China, but it is also noted for its severe
air pollution due to industrial/metropolitan emissions. In order to
continuously improve the understanding and quantification of air pollution
in this region, an intensive campaign was executed in PRD during
October–November 2008. Here, we report and analyze Aerodyne
High-Resolution Aerosol Mass Spectrometer measurements at Kaiping, a rural
site downwind of the highly-polluted central PRD area, to characterize the
general features of submicron particulate pollution in the regional air. The
mean measured PMsub&gt;1&lt;/sub&gt; mass concentration was 33.1&amp;plusmn;18.1 μg m&lt;sup&gt;−3&lt;/sup&gt;
during the campaign and composed of organic matter (33.8%),
sulfate (33.7%), ammonium (14.0%), nitrate (10.7%), black carbon
(6.7%), and chloride (1.1%), which is characterized by high fractions
of inorganic ions due to huge emissions of SO&lt;sub&gt;2&lt;/sub&gt; and NO&lt;sub&gt;x&lt;/sub&gt; in PRD. The
average size distributions of the species (except BC) were all dominated by
an accumulation mode peaking at ~450 nm in vacuum aerodynamic
diameter. Calculations based on high-resolution organic mass spectra
indicate that C, H, O, and N on average contributed 56.6, 7.0, 35.1, and
1.3% to the total organic mass, respectively, corresponding to an organic
matter mass to organic carbon mass ratio (OM/OC) of 1.77&amp;plusmn;0.08. Based on
the high-resolution organic mass spectral dataset observed, Positive Matrix
Factorization (PMF) analysis differentiated the organic aerosol into three
components, i.e., biomass burning (BBOA) and two oxygenated (LV-OOA and
SV-OOA) organic aerosols, which on average accounted for 24.5, 39.6 and
35.8% of the total organic mass, respectively. The BBOA showed strong
features of biomass burning emissions and has been mainly attributed to the
open field burning of crop residues after the harvest in PRD rural areas.
The LV-OOA and SV-OOA were found to correspond to more aged (and thus
less-volatile) and fresher (and semi-volatile) secondary organic aerosol
(SOA), respectively. Analysis of meteorological influence supported that
regional transport from the central PRD area was the major origin of the
PM&lt;sub&gt;1&lt;/sub&gt; observed at the Kaiping site.</p>
</abstract>
<counts><page-count count="13"/></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"> Aiken, A. C., Decarlo, P. F., Kroll, J. H., Worsnop, D. R.,~Huffman, J. A.,~Docherty, K. S.,~Ulbrich, I. M.,~Mohr, C.,~Kimmel, J. R.,~Sueper, D.,~Sun, Y.,~Zhang, Q.,~Trimborn, A.,~Northway, M.,~Ziemann, P. J.,~Canagaratna, M. R.,~Onasch, T. B.,~Alfarra, M. R.,~Prevot, A. S.,~Dommen, J.,~Duplissy, J.,~Metzger, A., Baltensperger, U.,~and Jimenez, J. L.: O/C and OM/OC ratios of primary, secondary, and ambient organic aerosols with high-resolution time-of-flight aerosol mass spectrometry, Environ. Sci. Technol., 42, 4478–4485, 2008. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Aiken, A. C., Salcedo, D., Cubison, M. J., Huffman, J A., DeCarlo, P F., Ulbrich, I M.,~Docherty, K S.,~Sueper, D., Kimmel, J R., Worsnop, D R.,~Trimborn, A.,~Northway, M.,~Stone, E A.,~Schauer, J J.,~Volkamer, R.,~Fortner, E.,~de~Foy, B.,~Wang, J.,~Laskin, A.,~Shutthanandan, V.,~Zheng, J.,~Zhang, R.,~Gaffney, J.,~Marley, N A.,~Paredes-Miranda, G.,~Arnott, W P.,~Molina, L T.,~Sosa, G.,~and Jimenez, J L : Mexico City aerosol analysis during MILAGRO using high resolution aerosol mass spectrometry at the urban supersite (T0)-Part 1: Fine particle composition and organic source apportionment, Atmos. Chem. Phys., 9, 6633–6653, http://dx.doi.org/10.5194/acp-9-6633-2009doi:10.5194/acp-9-6633-2009, 2009. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Alfarra, M. R., Coe, H., Allan, J. D., Bower, K. N., Boudries, H., Canagaratna, M. R., Jimenez, J. L., Jayne, J. T., Garforth, A. A., Li,~S. -M., and Worsnop, D. R.: Characterization of urban and rural organic particulate in the lower Fraser valley using two aerodyne aerosol mass spectrometers, Atmos. Environ., 38, 5745–5758, 2004. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Alfarra, M. R., Prevot, A. S. H., Szidat, S., Sandradewi, J.,~Weimer, S.,~Lanz, V. A.,~Schreiber, D.,~Mohr, M.,~and Baltensperger, U.: Identification of the mass spectral signature of organic aerosols from wood burning emissions, Environ. Sci. Technol., 41, 5770–5777, 2007. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Allan, J. D., Alfarra, M. R., Bower, K. N., Williams,~P I., Gallagher,~M W.,~Jimenez,~J L.,~McDonald,~A G.,~Nemitz,~E., Canagaratna,~M. R.,~Jayne,~J T.,~Coe,~H.,~and Worsnop,~D R.: Quantitative sampling using an Aerodyne AerosolMass Spectrometer. Part 2: Measurements of fine particulate chemical composition in two UK Cities, J. Geophys. Res.-Atmos., 108, 4091, http://dx.doi.org/10.1029/2002JD002359doi:10.1029/2002JD002359, 2003. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Canagaratna, M. R., Jayne, J. T., Jimenez, J. L., Allan, J. D.,~Alfarra, M. R.,~Zhang, Q.,~Onasch, T. B.,~Drewnick, F.,~Coe, H.,~Middlebrook, A.,~Delia, A., Williams, L. R.,~Trimborn, A. M.,~Northway, M. J.,~DeCarlo, P. F.,~Kolb, C. E.,~Davidovits, P.,~and Worsnop, D. R.: Chemical and microphysical characterization of ambient aerosols with the aerodyne aerosol mass spectrometer, Mass Spectrom. Rev., 26, 185–222, 2007. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> de Gouw, J. A., Warneke, C., Parrish, D. D., Holloway,~J. S., Trainer,~M., and Fehsenfeld, F. C.: Emission sources and ocean uptake of acetonitrile (CH&lt;sub&gt;3&lt;/sub&gt;CN) in the atmosphere, J. Geophys. Res., 108(D11), 4329, http://dx.doi.org/10.1029/2002JD002897doi:10.1029/2002JD002897, 2003. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</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-Atmos., 110, D16305, doi:16310.11029/12004JD005623, 2005. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> DeCarlo, P. F., Kimmel, J. R., Trimborn, A., Northway M. J.,~ Jayne, J. T., Aiken,~A. C., Gonin,~M., Fuhrer, K., Horvath,~T., Docherty,~K. S., Worsnop,~D. R., and Jimenez, J. L.: Field-deployable, high-resolution time-of-flight aerosol mass spectrometer, Anal. Chem., 78, 8281–8289, 2006. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> DeCarlo, P. F., Ulbrich, I. M., Crounse, J., de Foy, B., Dunlea, E. J., Aiken, A. C., Knapp, D., Weinheimer, A. J., Campos, T., Wennberg, P. O., and Jimenez, J. L.: Investigation of the sources and processing of organic aerosol over the Central Mexican Plateau from aircraft measurements during MILAGRO, Atmos. Chem. Phys., 10, 5257–5280, http://dx.doi.org/10.5194/acp-10-5257-2010doi:10.5194/acp-10-5257-2010, 2010. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Docherty, K. S., Stone, E. A., Ulbrich, I. M., DeCarlo, P. F., Snyder, D. C., Schauer, J. J.,~Peltier, R. E.,~Weber, R. J.,~Murphy, S. M.,~Seinfeld, J. H.,~Grover, B. D.,~Eatough, D. J.,~and Jimenez, J. L.: Apportionment of primary and secondary organic aerosols in Southern California during the 2005 Study of Organic Aerosols in Riverside (SOAR-1), Environ. Sci. Technol., 42, 7655–7662, 2008. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Drewnick, F., Hings, S. S., DeCarlo, P., Jayne, J. T.,~Gonin, M.,~Fuhrer, K.,~Weimer, S., Jimenez, J. L.,~Demerjian, K. L.,~Borrmann, S.,~and Worsnop, D. R.: A new time-of-flight aerosol mass spectrometer (TOF-AMS)-Instrument description and first field deployment, Aerosol. Sci. Tech., 39, 637–658, 2005. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Hagler, G. S. W., Bergin, M. H., Salmon, L. G., Yu, J. Z., Wan, E. C. H., Zheng, M., Zeng, L. M., Kiang, C. S., Zhang, Y. H., Lau, A. K. H., and Schauer, J. J.: Source areas and chemical composition of fine particulate matter in the Pearl River Delta region of China, Atmos. Environ., 40, 3802–3815, 2006. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Han, S., Kondo, Y., Oshima, N., Takegawa, N., Miyazaki, Y., Hu, M., Lin, P., Deng, Z., Zhao, Y., Sugimoto, N., and Wu, Y.: Temporal variations of elemental carbon in Beijing, J. Geophys. Res.-Atmos., 114, D23202, http://dx.doi.org/10.1029/2009JD012027doi:10.1029/2009JD012027, 2009. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> He, L.-Y., Lin, Y., Huang, X.-F., Guo, S., Xue, L., Su, Q., Hu, M., Luan, S.-J., and Zhang, Y.-H.: Characterization of high-resolution aerosol mass spectra of primary organic aerosol emissions from Chinese cooking and biomass burning, Atmos. Chem. Phys., 10, 11535–11543, http://dx.doi.org/10.5194/acp-10-11535-2010doi:10.5194/acp-10-11535-2010, 2010. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Heald, C. L., Kroll, J. H., Jimenez, J. L., Docherty, K. S., DeCarlo, P. F., Aiken, A. C., Chen, Q., Martin, S. T., Farmer, D. K., and Artaxo, P.: A simplified description of the evolution of organic aerosol composition in the atmosphere, Geophys. Res. Lett., 37, L08803, http://dx.doi.org/10.1029/2010GL042737doi:10.1029/2010GL042737, 2010. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Hennigan, C. J., Sullivan, A. P., Fountoukis, C. I., Nenes, A., Hecobian, A., Vargas, O., Case Hanks, A. T., Huey, L. G., Lefer, B. L., Russell, A. G., and Weber, R. J.: On the volatility and production mechanisms of newly formed nitrate and water soluble organic aerosol in Mexico City, Atmos. Chem. Phys., 8, 3761–3768, http://dx.doi.org/10.5194/acp-8-3761-2008doi:10.5194/acp-8-3761-2008, 2008. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Hofzumahaus, A., Rohrer, F., Lu K., Bohn, B., Brauers, T., Chang, C. C., Fuchs, H., Holland, F., Kita, K., Kondo, Y., Li, X., Lou, S., Shao, M., Zeng, L., Wahner, A., and Zhang, Y.: Amplified trace gas removal in the troposphere, Science, 324, 1702–1704, 2009. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Huang,~X.-F., He,~L.-Y., Hu,~M., Canagaratna, M R.,~Sun, Y.,~Zhang, Q.,~Zhu, T.,~Xue, L.,~Zeng, L.-W.,~Liu, X.-G.,~Zhang, Y.-H.,~Jayne, J T.,~Ng, N L.,~and Worsnop, D R.: Highly time-resolved chemical characterization of atmospheric submicron particles during 2008 Beijing Olympic Games using an Aerodyne High-Resolution Aerosol Mass Spectrometer, Atmos. Chem. Phys., 10, 8933-8945, http://dx.doi.org/10.5194/acp-10-8933-2010doi:10.5194/acp-10-8933-2010, 2010. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Huffman, J. A., Docherty, K. S., Aiken, A. C., Cubison, M. J., Ulbrich, I. M., Decarlo, P. F., Sueper, D., Jayne, J. T., Worsnop, D. R., Ziemann, P. J., and Jimenez, J. L.: Chemically resolved aerosol volatility measurements from two megacity field studies, Atmos. Chem. Phys., 9, 7161–7182, http://dx.doi.org/10.5194/acp-9-7161-2009doi:10.5194/acp-9-7161-2009, 2009. </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"> Jimenez, J. L., Jayne, J. T., Shi, Q., Kolb, C. E., Worsnop, D. R., Yourshaw, I., Seinfeld, J. H., Flagan, R. C., Zhang, X.-F., Smith, K. A., Morris, J. W., and Davidovits, P.: Ambient aerosol sampling using the Aerodyne Aerosol Mass Spectrometer, J. Geophys. Res.-Atmos., 108, 8425, http://dx.doi.org/10.1029/2001JD001213doi:10.1029/2001JD001213, 2003. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Jimenez1, J. L.,~Canagaratna,~M. R., Donahue,~N. M., Prevot, A. S. H.,~Zhang, Q., Kroll, J. H., DeCarlo, P. F.,~Allan, J. D , Coe,~H., Ng,~N. L., Aiken, A. C.,~Docherty,~K. S., Ulbrich,~I. M., Grieshop, A. P., Robinson,~A. L., Duplissy, J.,~Smith, J. D., Wilson,~K. R., Lanz, V. A., Hueglin,~C., Sun, Y. L.,~Tian, J., Laaksonen, A., Raatikainen, T.,~Rautiainen,~J., Vaattovaara,~P., Ehn,~M., Kulmala, M., Tomlinson, J. M.,~Collins,~D. R., Cubison,~M. J., Dunlea, E J.,~Huffman, J. A., Onasch, T. B., Alfarra, M. R., Williams, P. I., Bower,~K., Kondo,~Y., Schneider,~J., Drewnick, F., Borrmann, S., Weimer, S.,~Demerjian,~K., Salcedo,~D., Cottrell, L., Griffin, R., Takami,~A., Miyoshi, T., Hatakeyama, S., Shimono,~A., Sun,~J. Y., Zhang,~Y. M., Dzepina, K.,~Kimmel, J. R., Sueper, D., Jayne,~J. T., Herndon, S. C.,~ Trimborn,~A. M., Williams,~L. R., Wood,~E. C., Middlebrook,~A. M., Kolb, C. E., Baltensperger,~U., and Worsnop, D. R.: Evolution of organic aerosols in the atmosphere, Science, 326, 1525–1529, 2009. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Kroll, J. H., Smith, J. D., Che, D. L., Kessler, S. H., Worsnop, D. R., and Wilson, K. R.: Measurement of fragmentation and functionalization pathways in the heterogeneous oxidation of oxidized organic aerosol, Phys. Chem. Chem. Phys., 11, 8005–8014, 2009. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Lanz, V. A., Alfarra, M. R., Baltensperger, U., Buchmann, B., Hueglin, C., and Prévôt, A. S. H.: Source apportionment of submicron organic aerosols at an urban site by factor analytical modelling of aerosol mass spectra, Atmos. Chem. Phys., 7, 1503–1522, http://dx.doi.org/10.5194/acp-7-1503-2007doi:10.5194/acp-7-1503-2007, 2007. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Laskin, A., Smith, J. S., and Laskin, J.: Molecular characterization of nitrogen-containing organic compounds in biomass burning aerosols using high-resolution mass spectrometry, Environ. Sci. Technol., 43, 3764–3771, 2009. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Lin, P., Hu, M., Deng, Z., Slanina, J., Han, S., Kondo, Y., Takegawa, N., Miyazaki, Y., Zhao, Y., and Sugimoto, N.: Seasonal and diurnal variations of organic carbon in PM$_2.5$ in Beijing and the estimation of secondary organic carbon, J. Geophys. Res.-Atmos., 114, D00G11, http://dx.doi.org/10.1029/2008JD010902doi:10.1029/2008JD010902, 2009. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Ng,~N L., Canagaratna,~M R., Zhang,~Q., Jimenez, J. L., Tian, J., Ulbrich, I. M., Kroll, J. H., Docherty, K. S., Chhabra, P. S., Bahreini, R., Murphy, S. M., Seinfeld, J. H., Hildebrandt, L., Donahue, N. M., Decarlo, P. F., Lanz, V. A., Prévôt, A. S. H., Dinar, E., Rudich, Y., and Worsnop, D. R.: Organic aerosol components observed in Northern Hemispheric datasets from Aerosol Mass Spectrometry, Atmos. Chem. Phys., 10, 4625–4641, http://dx.doi.org/10.5194/acp-10-4625-2010doi:10.5194/acp-10-4625-2010, 2010. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Paatero, P. and Hopke, P. K.: Discarding or downweighting high-noise variables in factor analytic models, Anal. Chim. Acta, 490, 277–289, 2003. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Paatero, P. and Tapper, U.: Positive Matrix Factorization-a Nonnegative Factor Model with Optimal Utilization of Error-Estimates of Data Values, Environmetrics, 5, 111–126, 1994. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Salcedo, D., Onasch, T. B., Dzepina, K., Canagaratna, M. R., Zhang, Q., Huffman, J. A., Decarlo, P. F., Jayne, J. T., Mortimer, P., Worsnop, D. R., Kolb, C. E., Johnson, K. S., Zuberi, B., Marr, L. C., Volkamer, R., Molina, L. T., Molina, M. J., Cardenas, B., Bernabé, R. M., Márquez, C., Gaffney, J. S., Marley, N. A., Laskin, A., Shutthanandan, V., Xie, Y., Brune, W., Lesher, R., Shirley, T., and Jimenez, J. L.: Characterization of ambient aerosols in Mexico City during the MCMA-2003 campaign with Aerosol Mass Spectrometry: results from the CENICA Supersite, Atmos. Chem. Phys., 6, 925–946, http://dx.doi.org/10.5194/acp-6-925-2006doi:10.5194/acp-6-925-2006, 2006. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Streets, D., Yu, C., Bergin, M., Wang, X., and Carmichael, G. R.: Modeling study of air pollution due to the manufacture of export goods in China&apos;s Pearl River Delta, Environ. Sci. Technol., 40, 2099–2107, 2006. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Ulbrich, I. M., Canagaratna, M. R., Zhang, Q., Worsnop, D. R., and Jimenez, J. L.: Interpretation of organic components from Positive Matrix Factorization of aerosol mass spectrometric data, Atmos. Chem. Phys., 9, 2891–2918, http://dx.doi.org/10.5194/acp-8-2891-2009doi:10.5194/acp-8-2891-2009, 2009. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Yuan, B., Liu, Y., Shao, M., Lu, S. -H., and Streets, D. G.: Biomass Burning Contributions to Ambient VOCs Species at a Receptor Site in the Pearl River Delta (PRD), China, Environ. Sci. Technol., 44(12), 4577–4582, 2010. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang, Q., Canagaratna, M. R., Jayne, J. T., Worsnop, D. R., and Jimenez, J. -L.: Time- and size-resolved chemical composition of submicron particles in Pittsburgh: Implications for aerosol sources and processes, J. Geophys. Res.-Atmos., 110, D07S09, http://dx.doi.org/10.1029/2004JD004649doi:10.1029/2004JD004649, 2005a. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang, Q., Worsnop, D. R., Canagaratna, M. R., and Jimenez, J. L.: Hydrocarbon-like and oxygenated organic aerosols in Pittsburgh: insights into sources and processes of organic aerosols, Atmos. Chem. Phys., 5, 3289–3311, http://dx.doi.org/10.5194/acp-5-3289-2005doi:10.5194/acp-5-3289-2005, 2005b. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang, Q., Jimenez, J. L., Canagaratna, M. R., Allan, J. D., Coe, H., Ulbrich, I., Alfarra, M. R., Takami, A., Middlebrook, A. M., Sun, Y. L., Dzepina, K., Dunlea, E., Docherty, K., DeCarlo, P. F., Salcedo, D., Onasch, T., Jayne, J. T., 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. J., Rautiainen, J., Sun, J. Y., Zhang, Y. M., and Worsnop, D. R.: Ubiquity and dominance of oxygenated species in organic aerosols in anthropogenically-influenced Northern Hemisphere midlatitudes, Geophys. Res. Lett., 34, L13801, http://dx.doi.org/10.1029/2007GL029979doi:10.1029/2007GL029979, 2007. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang, Y. H., Hu M., Zhong L. J., Wiedensohler, A., Liu, S. C., Andreaee, M. O., Wang, W., and Fang, S. J.: Regional Integrated Experiments on Air Quality over Pearl River Delta 2004 (PRIDE-PRD2004): Overview, Atmos. Environ., 42(25), 6157-6173, 2008. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Zheng, J., Zhang, R., Fortner, E. C., Molina, L., Aiken, A. C., Jimenez, J. L., Gäggeler, K., Dommen, J., Dusanter, S., Stevens, P. S., and Tie, X.: Measurements of HNO&lt;sub&gt;3&lt;/sub&gt; and N&lt;sub&gt;2&lt;/sub&gt;O$_5$ using ion drift-chemical ionization mass spectrometry during the MILAGRO/MCMA-2006 campaign, Atmos. Chem. Phys., 8, 6823–6838, http://dx.doi.org/10.5194/acp-8-6823-2008doi:10.5194/acp-8-6823-2008, 2008. </mixed-citation>
</ref>
</ref-list>
</back>
</article>