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<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>
<abbrev-journal-title abbrev-type="nlm-ta">Atmos. Chem. Phys.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1680-7324</issn>
<publisher><publisher-name>Copernicus Publications</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/acp-13-4723-2013</article-id>
<title-group>
<article-title>Mixing state of individual submicron carbon-containing particles during spring and fall seasons in urban Guangzhou, China: a case study</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Zhang</surname>
<given-names>G.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Bi</surname>
<given-names>X.</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>Li</surname>
<given-names>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>Chan</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>Li</surname>
<given-names>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>Wang</surname>
<given-names>X.</given-names>
<ext-link>https://orcid.org/0000-0002-1982-0928</ext-link>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Sheng</surname>
<given-names>G.</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>Fu</surname>
<given-names>J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Zhou</surname>
<given-names>Z.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>State Key Laboratory of Organic Geochemistry, Guangzhou Institute of Geochemistry, Chinese Academy of Sciences, Guangzhou 510640,  China</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Graduate University of Chinese Academy of Sciences, Beijing 100049, China</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>School of Environmental and Chemical Engineering, Shanghai University, Shanghai 200444, China</addr-line>
</aff>
<pub-date pub-type="epub">
<day>07</day>
<month>05</month>
<year>2013</year>
</pub-date>
<volume>13</volume>
<issue>9</issue>
<fpage>4723</fpage>
<lpage>4735</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2013 G. Zhang et al.</copyright-statement>
<copyright-year>2013</copyright-year>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution 3.0 Unported License. To view a copy of this licence, visit <ext-link ext-link-type="uri"  xlink:href="https://creativecommons.org/licenses/by/3.0/">https://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions>
<self-uri xlink:href="https://acp.copernicus.org/articles/13/4723/2013/acp-13-4723-2013.html">This article is available from https://acp.copernicus.org/articles/13/4723/2013/acp-13-4723-2013.html</self-uri>
<self-uri xlink:href="https://acp.copernicus.org/articles/13/4723/2013/acp-13-4723-2013.pdf">The full text article is available as a PDF file from https://acp.copernicus.org/articles/13/4723/2013/acp-13-4723-2013.pdf</self-uri>
<abstract>
<p>Growing evidence suggests that the size-resolved mixing state of
carbon-containing particles is very critical in determining their optical
properties, atmospheric lifetime, and impact on the environment. However,
still little is known about the mixing state of particles in the urban area of
the Pearl River Delta (PRD) region, China. To investigate the mixing state of
submicron carbon-containing particles, measurements were carried out during
spring and fall periods of 2010 using a single-particle aerosol mass
spectrometer (SPAMS). Approximately 700 000 particles for each period were
detected. This is the first report on the size-resolved mixing state of
carbon-containing particles by direct observations in the PRD region.
Cluster analysis of single-particle mass spectra was applied to identify
carbon-containing particle classes. These classes represented
~80% and ~90% of all the detected
particles for spring and fall periods, respectively. Carbon-containing
particle classes mainly consisted of biomass/biofuel burning particles
(Biomass), organic carbon (OC), fresh elemental carbon (EC-fresh),
internally mixed OC and EC (ECOC), internally mixed EC with sulfate
(EC-Sulfate), vanadium-containing ECOC (V-ECOC), and amines-containing
particles (Amine). In spring, the top three ranked carbon-containing
particle classes were ECOC (26.1%), Biomass (23.6%) and OC (10%),
respectively. However, the fraction of Biomass particles increased
remarkably and predominated (61.0%), while the fraction of ECOC (3.0%)
and V-ECOC (0.1%) significantly decreased in fall. To highlight the
influence of monsoon on the properties of carbon-containing particles in
urban Guangzhou, their size distributions, mixing state, and aerosol acidity
were compared between spring and fall seasons. In addition, a case study was
also performed to investigate how the formation of fog and haze influenced
the mixing state of carbon-containing particles. These results could
improve our understanding of the mixing state of carbon-containing particles,
and may also be helpful in modeling the climate forcing of aerosol in the
PRD region.</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">Andreae, M. O., Schmid, O., Yang, H., Chand, D. L., Yu, J. Z., Zeng, L. M., and Zhang, Y. H.: Optical properties and chemical composition of the atmospheric aerosol in urban Guangzhou, China, Atmos. Environ., 42, 6335–6350, 2008.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Angelino, S., Suess, D. T., and Prather, K. A.: Formation of aerosol particles from reactions of secondary and tertiary alkylamines: Characterization by aerosol time-of-flight mass spectrometry, Environ. Sci. Technol., 35, 3130–3138, 2001.</mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Ault, A. P., Gaston, C. J., Wang, Y., Dominguez, G., Thiemens, M. H., and Prather, K. A.: Characterization of the Single Particle Mixing State of Individual Ship Plume Events Measured at the Port of Los Angeles, Environ. Sci. Technol., 44, 1954–1961, &lt;a href=&quot;http://dx.doi.org/10.1021/es902985h&quot;&gt;https://doi.org/10.1021/es902985h&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Bahadur, R., Russell, L., and Prather, K.: Composition and Morphology of Individual Combustion, Biomass Burning, and Secondary Organic Particle Types Obtained Using Urban and Coastal ATOFMS and STXM-NEXAFS Measurements, Aerosol Sci. Tech., 44, 551–562, &lt;a href=&quot;http://dx.doi.org/10.1080/02786821003786048&quot;&gt;https://doi.org/10.1080/02786821003786048&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Bein, K. J., Zhao, Y., Pekney, N. J., Davidson, C. I., Johnston, M. V., and Wexler, A. S.: Identification of sources of atmospheric PM at the Pittsburgh Supersite–Part II: Quantitative comparisons of single particle, particle number, and particle mass measurements, Atmos. Environ., 40, 424–444, &lt;a href=&quot;http://dx.doi.org/10.1016/j.atmosenv.2006.01.064&quot;&gt;https://doi.org/10.1016/j.atmosenv.2006.01.064&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Bi, X. H., Zhang, G. H., Li, L., Wang, X. M., Li, M., Sheng, G. Y., Fu, J. M., and Zhou, Z.: Mixing state of biomass burning particles by single particle aerosol mass spectrometer in the urban area of PRD, China, Atmos. Environ., 45, 3447–3453, &lt;a href=&quot;http://dx.doi.org/10.1016/j.atmosenv.2011.03.034&quot;&gt;https://doi.org/10.1016/j.atmosenv.2011.03.034&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Biswas, K. F., Ghauri, B. M., and Husain, L.: Gaseous and aerosol pollutants during fog and clear episodes in South Asian urban atmosphere, Atmos. Environ., 42, 7775–7785, &lt;a href=&quot;http://dx.doi.org/10.1016/j.atmosenv.2008.04.056&quot;&gt;https://doi.org/10.1016/j.atmosenv.2008.04.056&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Bond, T. C., Doherty, S. J., Fahey, D. W., Forster, P. M., Berntsen, T., DeAngelo, B. J., Flanner, M. G., Ghan, S., Kärcher, B., Koch, D., Kinne, S., Kondo, Y., Quinn, P. K., Sarofim, M. C., Schultz, M. G., Schulz, M., Venkataraman, C., Zhang, H., Zhang, S., Bellouin, N., Guttikunda, S. K., Hopke, P. K., Jacobson, M. Z., Kaiser, J. W., Klimont, Z., Lohmann, U., Schwarz, J. P., Shindell, D., Storelvmo, T., Warren, S. G., and Zender, C. S.: Bounding the role of black carbon in the climate system: A scientific assessment, J. Geophys. Res.-Atmos., &lt;a href=&quot;http://dx.doi.org/10.1002/jgrd.50171&quot;&gt;https://doi.org/10.1002/jgrd.50171&lt;/a&gt;, in press, 2013.</mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Cahill, J. F., Suski, K., Seinfeld, J. H., Zaveri, R. A., and Prather, K. A.: The mixing state of carbonaceous aerosol particles in northern and southern California measured during CARES and CalNex 2010, Atmos. Chem. Phys., 12, 10989–11002, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-12-10989-2012&quot;&gt;https://doi.org/10.5194/acp-12-10989-2012&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Chan, C. K. and Yao, X.: Air pollution in mega cities in China, Atmos. Environ., 42, 1–42, &lt;a href=&quot;http://dx.doi.org/10.1016/j.atmosenv.2007.09.003&quot;&gt;https://doi.org/10.1016/j.atmosenv.2007.09.003&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">Cheng, Y. F., Wiedensohler, A., Eichler, H., Su, H., Gnauk, T., Brüggemann, E., Herrmann, H., Heintzenberg, J., Slanina, J., Tuch, T., Hu, M., and Zhang, Y. H.: Aerosol optical properties and related chemical apportionment at Xinken in Pearl River Delta of China, Atmos. Environ., 42, 6351–6372, 2008.</mixed-citation>
</ref>
<ref id="ref12">
<label>12</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, &lt;a href=&quot;http://dx.doi.org/10.1029/2001JD001397&quot;&gt;https://doi.org/10.1029/2001JD001397&lt;/a&gt;, 2002.</mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Clarke, A. D., Shinozuka, Y., Kapustin, V. N., Howell, S., Huebert, B., Doherty, S., Anderson, T., Covert, D., Anderson, J., Hua, X., Moore, K. G., McNaughton, C., Carmichael, G., and Weber, R.: Size distributions and mixtures of dust and black carbon aerosol in Asian outflow: Physiochemistry and optical properties, J. Geophys. Res.-Atmos., 109, D15S09, &lt;a href=&quot;http://dx.doi.org/10.1029/2003JD004378&quot;&gt;https://doi.org/10.1029/2003JD004378&lt;/a&gt;, 2004.</mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">Cubison, M. J., Ervens, B., Feingold, G., Docherty, K. S., Ulbrich, I. M., Shields, L., Prather, K., Hering, S., and Jimenez, J. L.: The influence of chemical composition and mixing state of Los Angeles urban aerosol on CCN number and cloud properties, Atmos. Chem. Phys., 8, 5649–5667, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-8-5649-2008&quot;&gt;https://doi.org/10.5194/acp-8-5649-2008&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Dall&apos;Osto, M. and Harrison, R. M.: Urban organic aerosols measured by single particle mass spectrometry in the megacity of London, Atmos. Chem. Phys., 12, 4127–4142, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-12-4127-2012&quot;&gt;https://doi.org/10.5194/acp-12-4127-2012&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Dall&apos;Osto, M., Harrison, R. M., Coe, H., and Williams, P.: Real-time secondary aerosol formation during a fog event in London, Atmos. Chem. Phys., 9, 2459–2469, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-9-2459-2009&quot;&gt;https://doi.org/10.5194/acp-9-2459-2009&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Decesari, S., Facchini, M. C., Matta, E., Mircea, M., Fuzzi, S., Chughtai, A. R., and Smith, D. M.: Water soluble organic compounds formed by oxidation of soot, Atmos. Environ., 36, 1827–1832, &lt;a href=&quot;http://dx.doi.org/10.1016/s1352-2310(02)00141-3&quot;&gt;https://doi.org/10.1016/s1352-2310(02)00141-3&lt;/a&gt;, 2002.</mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Denkenberger, K. A., Moffet, R. C., Holecek, J. C., Rebotier, T. P., and Prather, K. A.: Real-time, single-particle measurements of oligomers in aged ambient aerosol particles, Environ. Sci. Technol., 41, 5439–5446, &lt;a href=&quot;http://dx.doi.org/10.1021/es070329l&quot;&gt;https://doi.org/10.1021/es070329l&lt;/a&gt;, 2007.</mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Draxler, R. R. and Rolph, G. D.: HYSPLIT (HYbrid Single-Particle Lagrangian Integrated Trajectory) Model access via NOAA ARL READY Website (&lt;a href=&quot;http://ready.arl.noaa.gov/HYSPLIT.php)&quot;&gt;http://ready.arl.noaa.gov/HYSPLIT.php)&lt;/a&gt;, NOAA Air Resources Laboratory, MD, Silver Spring, 2012.</mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Fu, H., Zhang, M., Li, W., Chen, J., Wang, L., Quan, X., and Wang, W.: Morphology, composition and mixing state of individual carbonaceous aerosol in urban Shanghai, Atmos. Chem. Phys., 12, 693–707, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-12-693-2012&quot;&gt;https://doi.org/10.5194/acp-12-693-2012&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Gnauk, T., Müller, K., van Pinxteren, D., He, L. Y., Niu, Y. W., Hu, M., and Herrmann, H.: Size-segregated particulate chemical composition in Xinken, Pearl River Delta, China: OC/EC and organic compounds, Atmos. Environ., 42, 6296–6309, 2008.</mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Gross, D. S., Galli, M. E., Silva, P. J., and Prather, K. A.: Relative sensitivity factors for alkali metal and ammonium cations in single particle aerosol time-of-flight mass spectra, Anal. Chem., 72, 416–422, 2000.</mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple">Gross, D. S., Galli, M. E., Kalberer, M., Prevot, A. S. H., Dommen, J., Alfarra, M. R., Duplissy, J., Gaeggeler, K., Gascho, A., Metzger, A., and Baltensperger, U.: Real-time measurement of oligomeric species in secondary organic aerosol with the aerosol time-of-flight mass spectrometer, Anal. Chem., 78, 2130–2137, &lt;a href=&quot;http://dx.doi.org/10.1021/ac060138l&quot;&gt;https://doi.org/10.1021/ac060138l&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple">Hagler, G. S., 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, &lt;a href=&quot;http://dx.doi.org/10.1016/j.atmosenv.2006.02.032&quot;&gt;https://doi.org/10.1016/j.atmosenv.2006.02.032&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple">Healy, R. M., Sciare, J., Poulain, L., Kamili, K., Merkel, M., Müller, T., Wiedensohler, A., Eckhardt, S., Stohl, A., Sarda-Estève, R., McGillicuddy, E., O&apos;Connor, I. P., Sodeau, J. R., and Wenger, J. C.: Sources and mixing state of size-resolved elemental carbon particles in a European megacity: Paris, Atmos. Chem. Phys., 12, 1681–1700, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-12-1681-2012&quot;&gt;https://doi.org/10.5194/acp-12-1681-2012&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple">Huang, X. F., Gao, R. S., Schwarz, J. P., He, L. Y., Fahey, D. W., Watts, L. A., McComiskey, A., Cooper, O. R., Sun, T. L., Zeng, L. W., Hu, M., and Zhang, Y. H.: Black carbon measurements in the Pearl River Delta region of China, J. Geophys. Res., 116, D12208, &lt;a href=&quot;http://dx.doi.org/10.1029/2010jd014933&quot;&gt;https://doi.org/10.1029/2010jd014933&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple">Huang, X. F., Sun, T. L., Zeng, L. W., Yu, G. H., and Luan, S. J.: Black carbon aerosol characterization in a coastal city in South China using a single particle soot photometer, Atmos. Environ., 51, 21–28, &lt;a href=&quot;http://dx.doi.org/10.1016/j.atmosenv.2012.01.056&quot;&gt;https://doi.org/10.1016/j.atmosenv.2012.01.056&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple">Jacobson, M. C., Hansson, H. C., Noone, K. J., and Charlson, R. J.: Organic atmospheric aerosols: Review and state of the science, Rev. Geophys., 38, 267–294, 2000.</mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple">Jacobson, M. Z.: Strong radiative heating due to the mixing state of black carbon in atmospheric aerosols, Nature, 409, 695–697, 2001.</mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple">Jacobson, M. Z.: Effects of externally-through-internally-mixed soot inclusions within clouds and precipitation on global climate, J. Phys. Chem. A, 110, 6860–6873, &lt;a href=&quot;http://dx.doi.org/10.1021/Jp056391r&quot;&gt;https://doi.org/10.1021/Jp056391r&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple">Johnson, K. S., Zuberi, B., Molina, L. T., Molina, M. J., Iedema, M. J., Cowin, J. P., Gaspar, D. J., Wang, C., and Laskin, A.: Processing of soot in an urban environment: case study from the Mexico City Metropolitan Area, Atmos. Chem. Phys., 5, 3033–3043, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-5-3033-2005&quot;&gt;https://doi.org/10.5194/acp-5-3033-2005&lt;/a&gt;, 2005.</mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple">Khalizov, A. F., Zhang, R. Y., Zhang, D., Xue, H. X., Pagels, J., and McMurry, P. H.: Formation of highly hygroscopic soot aerosols upon internal mixing with sulfuric acid vapor, J. Geophys. Res.-Atmos., 114, D05208, &lt;a href=&quot;http://dx.doi.org/10.1029/2008jd010595&quot;&gt;https://doi.org/10.1029/2008jd010595&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple">Li, L., Huang, Z. X., Dong, J. G., Li, M., Gao, W., Nian, H. Q., Fu, Z., Zhang, G. H., Bi, X. H., Cheng, P., and Zhou, Z.: Real time bipolar time-of-flight mass spectrometer for analyzing single aerosol particles, Int. J. Mass. Spectrom., 303, 118–124, &lt;a href=&quot;http://dx.doi.org/10.1016/j.ijms.2011.01.017&quot;&gt;https://doi.org/10.1016/j.ijms.2011.01.017&lt;/a&gt;, 2011a.</mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple">Li, W. J., Zhang, D. Z., Shao, L. Y., Zhou, S. Z., and Wang, W. X.: Individual particle analysis of aerosols collected under haze and non-haze conditions at a high-elevation mountain site in the North China plain, Atmos. Chem. Phys., 11, 11733–11744, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-11-11733-2011&quot;&gt;https://doi.org/10.5194/acp-11-11733-2011&lt;/a&gt;, 2011b.</mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple">Liu, D. Y., Wenzel, R. J., and Prather, K. A.: Aerosol time-of-flight mass spectrometry during the Atlanta Supersite Experiment: 1. Measurements, J. Geophys. Res.-Atmos., 108, 8426, &lt;a href=&quot;http://dx.doi.org/10.1029/2001JD001562&quot;&gt;https://doi.org/10.1029/2001JD001562&lt;/a&gt;, 2003.</mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple">Moffet, R. C. and Prather, K. A.: In-situ measurements of the mixing state and optical properties of soot with implications for radiative forcing estimates, Proc. Natl. Acad. Sci. USA, 106, 11872–11877, &lt;a href=&quot;http://dx.doi.org/10.1073/pnas.0900040106&quot;&gt;https://doi.org/10.1073/pnas.0900040106&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple">Moffet, R. C., de Foy, B., Molina, L. T., Molina, M. J., and Prather, K. A.: Measurement of ambient aerosols in northern Mexico City by single particle mass spectrometry, Atmos. Chem. Phys., 8, 4499–4516, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-8-4499-2008&quot;&gt;https://doi.org/10.5194/acp-8-4499-2008&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple">Moldanová, J., Fridell, E., Popovicheva, O., Demirdjian, B., Tishkova, V., Faccinetto, A., and Focsa, C.: Characterisation of particulate matter and gaseous emissions from a large ship diesel engine, Atmos. Environ., 43, 2632–2641, &lt;a href=&quot;http://dx.doi.org/10.1016/j.atmosenv.2009.02.008&quot;&gt;https://doi.org/10.1016/j.atmosenv.2009.02.008&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple">Munger, J. W., Tiller, C., and Hoffmann, M. R.: Identification of Hydroxymethanesulfonate in Fog Water, Science, 231, 247–249, 1986.</mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple">Pöschl, U.: Atmospheric aerosols: Composition, transformation, climate and health effects, Angew. Chem. Int. Ed., 44, 7520–7540, 2005.</mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple">Prather, K. A.: Our current understanding of the impact of aerosols on climate change, ChemSusChem, 2, 377–379, &lt;a href=&quot;http://dx.doi.org/10.1002/cssc.200900037&quot;&gt;https://doi.org/10.1002/cssc.200900037&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple">Pratt, K. A. and Prather, K. A.: Mass spectrometry of atmospheric aerosols Recent developments and applications. Part II: On-line mass spectrometry techniques, Mass Spectrom. Rev., 31, 17–48, &lt;a href=&quot;http://dx.doi.org/10.1002/Mas.20330&quot;&gt;https://doi.org/10.1002/Mas.20330&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple">Pratt, K. A., Murphy, S. M., Subramanian, R., DeMott, P. J., Kok, G. L., Campos, T., Rogers, D. C., Prenni, A. J., Heymsfield, A. J., Seinfeld, J. H., and Prather, K. A.: Flight-based chemical characterization of biomass burning aerosols within two prescribed burn smoke plumes, Atmos. Chem. Phys., 11, 12549–12565, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-11-12549-2011&quot;&gt;https://doi.org/10.5194/acp-11-12549-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple">Qin, X. Y., Pratt, K. A., Shields, L. G., Toner, S. M., and Prather, K. A.: Seasonal comparisons of single-particle chemical mixing state in Riverside, CA, Atmos. Environ., 59, 587–596, &lt;a href=&quot;http://dx.doi.org/10.1016/j.atmosenv.2012.05.032&quot;&gt;https://doi.org/10.1016/j.atmosenv.2012.05.032&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple">Ramanathan, V. and Carmichael, G.: Global and regional climate changes due to black carbon, Nature Geosci., 1, 221–227, &lt;a href=&quot;http://dx.doi.org/10.1038/Ngeo156&quot;&gt;https://doi.org/10.1038/Ngeo156&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple">Rehbein, P. J. G., Jeong, C. H., McGuire, M. L., Yao, X. H., Corbin, J. C., and Evans, G. J.: Cloud and Fog Processing Enhanced Gas-to-Particle Partitioning of Trimethylamine, Environ. Sci. Technol., 45, 4346–4352, &lt;a href=&quot;http://dx.doi.org/10.1021/es1042113&quot;&gt;https://doi.org/10.1021/es1042113&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple">Reinard, M. S., Adou, K., Martini, J. M., and Johnston, M. V.: Source characterization and identification by real-time single particle mass spectrometry, Atmos. Environ., 41, 9397–9409, &lt;a href=&quot;http://dx.doi.org/10.1016/j.atmosenv.2007.09.001&quot;&gt;https://doi.org/10.1016/j.atmosenv.2007.09.001&lt;/a&gt;, 2007.</mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple">Roldin, P., Swietlicki, E., Massling, A., Kristensson, A., Löndahl, J., Eriksson, A., Pagels, J., and Gustafsson, S.: Aerosol ageing in an urban plume – implication for climate, Atmos. Chem. Phys., 11, 5897–5915, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-11-5897-2011&quot;&gt;https://doi.org/10.5194/acp-11-5897-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple">Safai, P. D., Kewat, S., Pandithurai, G., Praveen, P. S., Ali, K., Tiwari, S., Rao, P. S. P., Budhawant, K. B., Saha, S. K., and Devara, P. C. S.: Aerosol characteristics during winter fog at Agra, North India, J. Atmos. Chem., 61, 101–118, 2008.</mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple">Shields, L. G., Suess, D. T., and Prather, K. A.: Determination of single particle mass spectral signatures from heavy-duty diesel vehicle emissions for PM2.5 source apportionment, Atmos. Environ., 41, 3841–3852, 2007.</mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple">Silva, P. J. and Prather, K. A.: Interpretation of mass spectra from organic compounds in aerosol time-of-flight mass spectrometry, Anal. Chem., 72, 3553–3562, 2000.</mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple">Sodeman, D. A., Toner, S. M., and Prather, K. A.: Determination of single particle mass spectral signatures from light-duty vehicle emissions, Environ. Sci. Technol., 39, 4569–4580, 2005.</mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple">Song, X. H., Hopke, P. K., Fergenson, D. P., and Prather, K. A.: Classification of single particles analyzed by ATOFMS using an artificial neural network, ART-2A, Anal. Chem., 71, 860–865, 1999.</mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple">Spencer, M. T., Shields, L. G., Sodeman, D. A., Toner, S. M., and Prather, K. A.: Comparison of oil and fuel particle chemical signatures with particle emissions from heavy and light duty vehicles, Atmos. Environ., 40, 5224–5235, 2006.</mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple">Stroud, C. A., Nenes, A., Jimenez, J. L., DeCarlo, P. F., Huffman, J. A., Bruintjes, R., Nemitz, E., Delia, A. E., Toohey, D. W., Guenther, A. B., and Nandi, S.: Cloud activating properties of aerosol observed during CELTIC, J. Atmos. Sci., 64, 441–459, 2007.</mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple">Sun, J. and Ariya, P.: Atmospheric organic and bio-aerosols as cloud condensation nuclei (CCN): A review, Atmos. Environ., 40, 795–820, 2006.</mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple">Svenningsson, B., Rissler, J., Swietlicki, E., Mircea, M., Bilde, M., Facchini, M. C., Decesari, S., Fuzzi, S., Zhou, J., Mønster, J., and Rosenørn, T.: Hygroscopic growth and critical supersaturations for mixed aerosol particles of inorganic and organic compounds of atmospheric relevance, Atmos. Chem. Phys., 6, 1937–1952, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-6-1937-2006&quot;&gt;https://doi.org/10.5194/acp-6-1937-2006&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple">Tan, J. H., Duan, J. C., Chen, D. H., Wang, X. H., Guo, S. J., Bi, X. H., Sheng, G. Y., He, K. B., and Fu, J. M.: Chemical characteristics of haze during summer and winter in Guangzhou, Atmos. Res., 94, 238–245, 2009.</mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple">Tolocka, M. P., Lake, D. A., Johnston, M. V., and Wexler, A. S.: Number concentrations of fine and ultrafine particles containing metals, Atmos. Environ., 38, 3263–3273, &lt;a href=&quot;http://dx.doi.org/10.1016/j.atmosenv.2004.03.010&quot;&gt;https://doi.org/10.1016/j.atmosenv.2004.03.010&lt;/a&gt;, 2004.</mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple">Toner, S. M., Sodeman, D. A., and Prather, K. A.: Single particle characterization of ultrafine and accumulation mode particles from heavy duty diesel vehicles using aerosol time-of-flight mass spectrometry, Environ. Sci. Technol., 40, 3912–3921, &lt;a href=&quot;http://dx.doi.org/10.1021/es051455x&quot;&gt;https://doi.org/10.1021/es051455x&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple">Toner, S. M., Shields, L. G., Sodeman, D. A., and Prather, K. A.: Using mass spectral source signatures to apportion exhaust particles from gasoline and diesel powered vehicles in a freeway study using UF-ATOFMS, Atmos. Environ., 42, 568–581, 2008.</mixed-citation>
</ref>
<ref id="ref62">
<label>62</label><mixed-citation publication-type="other" xlink:type="simple">Turpin, B. J. and Huntzicker, J. J.: Identification of Secondary Organic Aerosol Episodes and Quantitation of Primary and Secondary Organic Aerosol Concentrations during SCAQS, Atmos. Environ., 29, 3527–3544, 1995.</mixed-citation>
</ref>
<ref id="ref63">
<label>63</label><mixed-citation publication-type="other" xlink:type="simple">Wang, W., Ren, L., Zhang, Y., Chen, J., Liu, H., Bao, L., Fan, S., and Tang, D.: Aircraft measurements of gaseous pollutants and particulate matter over Pearl River Delta in China, Atmos. Environ., 42, 6187–6202, 2008.</mixed-citation>
</ref>
<ref id="ref64">
<label>64</label><mixed-citation publication-type="other" xlink:type="simple">Whiteaker, J. R. and Prather, K. A.: Hydroxymethanesulfonate as a tracer for fog processing of individual aerosol particles, Atmos. Environ., 37, 1033–1043, 2003.</mixed-citation>
</ref>
<ref id="ref65">
<label>65</label><mixed-citation publication-type="other" xlink:type="simple">Xiao, R., Takegawa, N., Kondo, Y., Miyazaki, Y., Miyakawa, T., Hu, M., Shao, M., Zeng, L. M., Hofzumahaus, A., Holland, F., Lu, K., Sugimoto, N., Zhao, Y., and Zhang, Y. H.: Formation of submicron sulfate and organic aerosols in the outflow from the urban region of the Pearl River Delta in China, Atmos. Environ., 43, 3754–3763, 2009.</mixed-citation>
</ref>
<ref id="ref66">
<label>66</label><mixed-citation publication-type="other" xlink:type="simple">Xiao, R., Takegawa, N., Zheng, M., Kondo, Y., Miyazaki, Y., Miyakawa, T., Hu, M., Shao, M., Zeng, L., Gong, Y., Lu, K., Deng, Z., Zhao, Y., and Zhang, Y. H.: Characterization and source apportionment of submicron aerosol with aerosol mass spectrometer during the PRIDE-PRD 2006 campaign, Atmos. Chem. Phys., 11, 6911–6929, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-11-6911-2011&quot;&gt;https://doi.org/10.5194/acp-11-6911-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref67">
<label>67</label><mixed-citation publication-type="other" xlink:type="simple">Yang, F., Chen, H., Du, J. F., Yang, X., Gao, S., Chen, J. M., and Geng, F. H.: Evolution of the mixing state of fine aerosols during haze events in Shanghai, Atmos. Res., 104, 193–201, &lt;a href=&quot;http://dx.doi.org/10.1016/j.atmosres.2011.10.005&quot;&gt;https://doi.org/10.1016/j.atmosres.2011.10.005&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref68">
<label>68</label><mixed-citation publication-type="other" xlink:type="simple">Yu, H., Wu, C., Wu, D., and Yu, J. Z.: Size distributions of elemental carbon and its contribution to light extinction in urban and rural locations in the pearl river delta region, China, Atmos. Chem. Phys., 10, 5107–5119, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-10-5107-2010&quot;&gt;https://doi.org/10.5194/acp-10-5107-2010&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref69">
<label>69</label><mixed-citation publication-type="other" xlink:type="simple">Zhang, G. H., Bi, X. H., Chan, L. Y., Li, L., Wang, X. M., Feng, J. L., Sheng, G. Y., Fu, J. M., Li, M., and Zhou, Z.: Enhanced trimethylamine-containing particles during fog events detected by single particle aerosol mass spectrometry in urban Guangzhou, China, Atmos. Environ., 55, 121–126, &lt;a href=&quot;http://dx.doi.org/10.1016/j.atmosenv.2012.03.038&quot;&gt;https://doi.org/10.1016/j.atmosenv.2012.03.038&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref70">
<label>70</label><mixed-citation publication-type="other" xlink:type="simple">Zhang, Y. H., Hu, M., Zhong, L. J., Wiedensohler, A., Liu, S. C., Andreae, M. O., Wang, W., and Fan, S. J.: Regional Integrated Experiments on Air Quality over Pearl River Delta 2004 (PRIDE-PRD2004): Overview, Atmos. Environ., 42, 6157–6173, 2008.</mixed-citation>
</ref>
<ref id="ref71">
<label>71</label><mixed-citation publication-type="other" xlink:type="simple">Zhang, Z., Engling, G., Lin, C. Y., Chou, C. C. K., Lung, S. C. C., Chang, S. Y., Fan, S. J., Chan, C. Y., and Zhang, Y. H.: Chemical speciation, transport and contribution of biomass burning smoke to ambient aerosol in Guangzhou, a mega city of China, Atmos. Environ., 44, 3187–3195, &lt;a href=&quot;http://dx.doi.org/10.1016/j.atmosenv.2010.05.024&quot;&gt;https://doi.org/10.1016/j.atmosenv.2010.05.024&lt;/a&gt;, 2010.</mixed-citation>
</ref>
</ref-list>
</back>
</article>