<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE article SYSTEM "http://www.atmos-chem-phys-discuss.net/inc/acpd/copernicus.dtd">
<article language="en">
	<journal>
		<journal_title>Atmospheric Chemistry and Physics Discussions</journal_title>
		<journal_url>www.atmos-chem-phys-discuss.net</journal_url>
		<issn>1680-7367</issn>
		<eissn>1680-7375</eissn>
		<volume_number>10</volume_number>
		<issue_number>1</issue_number>
		<publication_year>2010</publication_year>
	</journal>
	<doi>10.5194/acpd-10-1901-2010</doi>
	<article_url>http://www.atmos-chem-phys-discuss.net/10/1901/2010/</article_url>
	<abstract_html>http://www.atmos-chem-phys-discuss.net/10/1901/2010/acpd-10-1901-2010.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys-discuss.net/10/1901/2010/acpd-10-1901-2010.pdf</fulltext_pdf>
	<start_page>1901</start_page>
	<end_page>1938</end_page>
	<publication_date>2010-01-25</publication_date>
	<article_title content_type="html">Quantitative estimates of the volatility of ambient organic aerosol</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>C. D. Cappa</name>
			<email>cdcappa@ucdavis.edu</email>
		</author>
		<author numeration="2" affiliations="2">
			<name>J. L. Jimenez</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Department of Civil and Environmental Engineering, University of California, Davis, CA, USA</affiliation>
		<affiliation numeration="2" content_type="html">Cooperative Institute for Research in the Environmental Sciences (CIRES), and Department of Chemistry and Biochemistry, University of Colorado, Boulder, CO, USA</affiliation>
	</affiliations>
	<abstract content_type="html">Measurements of the sensitivity of organic aerosol (OA, and its components)
mass to changes in temperature were recently reported by Huffman et al. (2009)
using a tandem thermodenuder-aerosol mass spectrometer (TD-AMS)
system in Mexico City and the Los Angeles area. Here, we use these
measurements to derive quantitative estimates of aerosol volatility within
the framework of absorptive partitioning theory using a kinetic model of
aerosol evaporation in the TD. OA volatility distributions (or
&quot;basis-sets&quot;) are determined using several assumptions as to the enthalpy
of vaporization (&amp;Delta;H&lt;sub&gt;vap&lt;/sub&gt;). We present two definitions of &quot;non-volatile
OA,&quot; one being a global and one a local definition. Based on these
definitions, our analysis indicates that a substantial fraction of the
organic aerosol is comprised of non-volatile components that will not
evaporate under any atmospheric conditions, on the order of 50–80% when
the most realistic &amp;Delta;H&lt;sub&gt;vap&lt;/sub&gt; assumptions are considered. The sensitivity of
the total OA mass to dilution and ambient changes in temperature has been
assessed for the various &amp;Delta;H&lt;sub&gt;vap&lt;/sub&gt; assumptions. The temperature sensitivity
is relatively independent of the particular &amp;Delta;H&lt;sub&gt;vap&lt;/sub&gt; assumptions whereas
dilution sensitivity is found to be greatest for the low (&amp;Delta;H&lt;sub&gt;vap&lt;/sub&gt; = 
50 kJ/mol) and lowest for the high (&amp;Delta;H&lt;sub&gt;vap&lt;/sub&gt; = 150 kJ/mol) assumptions. This
difference arises from the high &amp;Delta;H&lt;sub&gt;vap&lt;/sub&gt; assumptions yielding volatility
distributions with a greater fraction of non-volatile material than the low
&amp;Delta;H&lt;sub&gt;vap&lt;/sub&gt; assumptions. If the observations are fit using a 1 or 2-component
model the sensitivity of the OA to dilution is unrealistically high. An
empirical method introduced by Faulhaber et al. (2009) has also been used to
independently estimate a volatility distribution for the ambient OA and is
found to give results consistent with the high and variable &amp;Delta;H&lt;sub&gt;vap&lt;/sub&gt;
assumptions. Our results also show that the amount of semivolatile gas-phase
organics in equilibrium with the OA could range from ~20% to
400% of the OA mass, with smaller values generally corresponding to the
higher &amp;Delta;H&lt;sub&gt;vap&lt;/sub&gt; assumptions. The volatility of various OA components
determined from factor analysis of AMS spectra has also been assessed. In
general, it is found that the fraction of non-volatile material follows the
pattern: biomass burning OA &lt; hydrocarbon-like OA &lt; semivolatile
oxygenated OA &lt; low-volatility oxygenated OA. Correspondingly, the
sensitivity to dilution and the estimated amount of semivolatile gas-phase
material for the OA factors follows the reverse order. Primary OA has a
substantial semivolatile fraction, in agreement with previous results, while
the non-volatile fraction appears to be dominated by oxygenated OA produced
by atmospheric aging. The overall OA volatility is thus controlled by the
relative contribution of each aerosol type to the total OA burden. Finally,
the model/measurement comparison appears to require OA having an evaporation
coefficient (&amp;gamma;&lt;sub&gt;&lt;i&gt;e&lt;/i&gt;&lt;/sub&gt;) substantially greater than 10&lt;sup&gt;&amp;minus;2&lt;/sup&gt;; at this point
it is not possible to place firmer constraints on &amp;gamma;&lt;sub&gt;&lt;i&gt;e&lt;/i&gt;&lt;/sub&gt; based on the
observations.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Aiken, A. C., de Foy, B., Wiedinmyer, C., DeCarlo, P. F., Ulbrich, I. M., Wehrli, M. N., Szidat, S., Prevot, A. S. H., Noda, J., Wacker, L., Volkamer, R., Fortner, E., Wang, J., Laskin, A., Shutthanandan, V., Zheng, J., Zhang, R., Paredes-Miranda, G., Arnott, W. P., Molina, L. T., Sosa, G., Querol, X., and Jimenez, J. L.: Mexico City aerosol analysis during MILAGRO using high resolution aerosol mass spectrometry at the urban supersite (T0) – Part 2: Analysis of the biomass burning contribution and the modern carbon fraction, Atmos. Chem. Phys. Discuss., 9, 25915–25981, 2009a. </reference>
		<reference numeration="2" content_type="text"> 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. M., 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, 2009b. </reference>
		<reference numeration="3" content_type="text"> Cammenga, H. K.: Evaporation Mechanisms of Liquids, in: Current Topics in Materials Science 5, edited by: Kaldis, E., North-Holland, Amsterdam, 335–446, 1980. </reference>
		<reference numeration="4" content_type="text"> Cappa, C. D., Lovejoy, E. R., and Ravishankara, A. R.: Determination of Evaporation Rates and Vapor Pressures of Very Low Volatility Compounds: A Study of the C4-C10 and C12 Dicarboxylic Acids, J. Phys. Chem. A, 111, 3099–3109, 2007. </reference>
		<reference numeration="5" content_type="text"> Cappa, C. D., Lovejoy, E. R., and Ravishankara, A. R.: Evidence for liquid-like and non-ideal behavior of a mixture of organic aerosol components, Proc. Natl. Acad. Sci., 105, 18687–18691, doi:10.1073/pnas.0802144105, 2008. </reference>
		<reference numeration="6" content_type="text"> Cappa, C. D.: A model of aerosol evaporation kinetics in a thermodenuder, Atmos. Meas. Technol. Discuss., 2, 2749–2779, 2009. </reference>
		<reference numeration="7" content_type="text"> Davis, E. J., Ravindran, P., and Ray, A. K.: A review of theory and experiments on diffusion from submicroscopic particles, Chem. Eng. Comm., 5, 251–268, 1980. </reference>
		<reference numeration="8" content_type="text"> De Gouw, J. and Jimenez, J. L.: Organic Aerosols in the Earth&apos;s Atmosphere, Environ. Sci. Technol., 43, 7614–7618, doi:10.1021/es9006004, 2009. </reference>
		<reference numeration="9" content_type="text"> 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, doi:10.1021/ac061249n, 2006. </reference>
		<reference numeration="10" content_type="text"> DeCarlo, P. F., Dunlea, E. J., Kimmel, J. R., Aiken, A. C., Sueper, D., Crounse, J., Wennberg, P. O., Emmons, L., Shinozuka, Y., Clarke, A., Zhou, J., Tomlinson, J., Collins, D. R., Knapp, D., Weinheimer, A. J., Montzka, D. D., Campos, T., and Jimenez, J. L.: Fast airborne aerosol size and chemistry measurements above Mexico City and Central Mexico during the MILAGRO campaign, Atmos. Chem. Phys., 8, 4027–4048, 2008. </reference>
		<reference numeration="11" content_type="text"> 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, doi:10.1021/es070329l, 2007. </reference>
		<reference numeration="12" content_type="text"> 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, doi:10.1021/es8008166, 2008. </reference>
		<reference numeration="13" content_type="text"> Donahue, N. M., Hartz, K. E. H., Chuong, B., Presto, A. A., Stanier, C. O., Rosenhorn, T., Robinson, A. L., and Pandis, S. N.: Critical factors determining the variation in SOA yields from terpene ozonolysis: A combined experimental and computational study, Faraday Discuss., 130, 295–309, 2005. </reference>
		<reference numeration="14" content_type="text"> Donahue, N. M., Robinson, A. L., Stanier, C. O., and Pandis, S. N.: Coupled partitioning, dilution, and chemical aging of semivolatile organics, Environ. Sci. Technol., 40, 2635–2643, 2006. </reference>
		<reference numeration="15" content_type="text"> Dzepina, K., Volkamer, R., Madronich, S., Tulet, P., Ulbrich, I., Zhang, Q., Cappa, C. D., Ziemann, P. J., and Jimenez, J. L.: Evaluation of New Secondary Organic Aerosol (SOA) Models for a Case Study in Mexico City, Atmos. Chem. Phys., 9, 5681–5709, 2009. </reference>
		<reference numeration="16" content_type="text"> Epstein, S. A., Riipinen, I., and Donahue, N. M.: A Semiempirical Correlation between Enthalpy of Vaporization and Saturation Concentration for Organic Aerosol, Environ. Sci. Technol., doi:10.1021/es902497z, 2009. </reference>
		<reference numeration="17" content_type="text"> Faulhaber, A. E., Thomas, B. M., Jimenez, J. L., Jayne, J. T., Worsnop, D., and Ziemann, P. J.: Characterization of a thermodenuderparticle beam mass spectrometer system for the study of organic aerosol volatility and composition, Atmos. Meas. Tech., 2, 15–31, 2009. </reference>
		<reference numeration="18" content_type="text"> Goldstein, A. H. and Galbally, I. E.: Known and unexplored organic constituents in the earth&apos;s atmosphere, Environ. Sci. Technol., 41, 1514–1521, 2007. </reference>
		<reference numeration="19" content_type="text"> Grieshop, A. P., Donahue, N. M., and Robinson, A. L.: Is the gas-particle partitioning in alpha-pinene secondary organic aerosol reversible?, Geophys. Res. Lett., 34, L14810, doi:10.1029/2007GL029987, 2007. </reference>
		<reference numeration="20" content_type="text"> Grieshop, A. P., Logue, J. M., Donahue, N. M., and Robinson, A. L.: Laboratory investigation of photochemical oxidation of organic aerosol from wood fires 1: measurement and simulation of organic aerosol evolution, Atmos. Chem. Phys., 9, 1263–1277, 2009a. </reference>
		<reference numeration="21" content_type="text"> Grieshop, A. P., Miracolo, M. A., Donahue, N. M., and Robinson, A. L.: Constraining the Volatility Distribution and Gas-Particle Partitioning of Combustion Aerosols Using Isothermal Dilution and Thermodenuder Measurements, Environ. Sci. Technol., 43, 4750–4756, doi:10.1021/es8032378, 2009b. </reference>
		<reference numeration="22" content_type="text"> Griffin, R. J., Cocker, D. R., Flagan, R. C., and Seinfeld, J. H.: Organic aerosol formation from the oxidation of biogenic hydrocarbons, J. Geophys. Res.-Atmos, 104, 3555–3567, 1999. </reference>
		<reference numeration="23" content_type="text"> Heald, C. L., Jacob, D. J., Park, R. J., Russell, L. M., Huebert, B. J., Seinfeld, J. H., Liao, H., and Weber, R. J.: A large organic aerosol source in the free troposphere missing from current models, Geophys. Res. Lett., 32, L18809, doi:18810.11029/12005GL023831, 2005. </reference>
		<reference numeration="24" content_type="text"> Heald, C. L., Goldstein, A. H., Allan, J. D., Aiken, A. C., Apel, E., Atlas, E. L., Baker, A. K., Bates, T. S., Beyersdorf, A. J., Blake, D. R., Campos, T., Coe, H., Crounse, J. D., DeCarlo, P. F., de Gouw, J. A., Dunlea, E. J., Flocke, F. M., Fried, A., Goldan, P., Griffin, R. J., Herndon, S. C., Holloway, J. S., Holzinger, R., Jimenez, J. L., Junkermann, W., Kuster, W. C., Lewis, A. C., Meinardi, S., Millet, D. B., Onasch, T., Polidori, A., Quinn, P. K., Riemer, D. D., Roberts, J. M., Salcedo, D., Sive, B., Swanson, A. L., Talbot, R., Warneke, C., Weber, R. J., Weibring, P., Wennberg, P. O., Worsnop, D. R., Wittig, A. E., Zhang, R., Zheng, J., and Zheng, W.: Total observed organic carbon (TOOC) in the atmosphere: a synthesis of North American observations, Atmos. Chem. Phys., 8, 2007–2025, 2008. </reference>
		<reference numeration="25" content_type="text"> Hilal, S. H., Karickhoff, S. W., and Carreira, L. A.: Prediction of the vapor pressure boiling point, heat of vaporization and diffusion coefficient of organic compounds, QSAR Comb. Sci., 22, 565–574, 2003. </reference>
		<reference numeration="26" content_type="text"> Huffman, J. A., Ziemann, P. J., Jayne, J. T., Worsnop, D. R., and Jimenez, J. L.: Development and characterization of a fast-stepping/scanning thermodenuder for chemically-resolved aerosol volatility measurements, Aerosol Sci. Technol., 42, 395–407, doi:10.1080/02786820802104981, 2008. </reference>
		<reference numeration="27" content_type="text"> 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., Ziemann, P. J., and Jimenez, J. L.: Chemically-Resolved volatility measurements from two megacity field studies, Atmos. Chem. Phys., 9, 7161–7182, 2009a. </reference>
		<reference numeration="28" content_type="text"> Huffman, J. A., Docherty, K. S., Mohr, C., Cubison, M. J., Ulbrich, I. M., Ziemann, P. J., Onasch, T. B., and Jimenez, J. L.: Chemically-Resolved volatility measurements of organic aerosol from different sources, Environ. Sci. Technol., 43, 5351–5357, doi:10.1021/es803539d, 2009b. </reference>
		<reference numeration="29" content_type="text"> IPCC: Climate Change: The Physical Science Basis - Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Solomon, S., Qin, D., and Manning, M., Cambridge University Press, Cambridge, 996 pp., 2007. </reference>
		<reference numeration="30" content_type="text"> Jimenez, 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, doi:10.1126/science.1180353, 2009. </reference>
		<reference numeration="31" content_type="text"> Kalberer, M., Paulsen, D., Sax, M., Steinbacher, M., Dommen, J., Prevot, A. S. H., Fisseha, R., Weingartner, E., Frankevich, V., Zenobi, R., and Baltensperger, U.: Identification of polymers as major components of atmospheric organic aerosols, Science, 303, 1659–1662, 2004. </reference>
		<reference numeration="32" content_type="text"> 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, 2005. </reference>
		<reference numeration="33" content_type="text"> Kulmala, M. and Wagner, P. E.: Mass accommodation and uptake coefficients – a quantitative comparison, J. Aerosol Sci., 32, 833–841, 2001. </reference>
		<reference numeration="34" content_type="text"> MacLeod, M., Scheringer, M., and Hungerbühler, K.: Estimating Enthalpy of Vaporization from Vapor Pressure Using Trouton&apos;s Rule, Environ. Sci. Technol., 41, 2827–2832, doi:10.1021/es0608186, 2007. </reference>
		<reference numeration="35" content_type="text"> Marcolli, C., Luo, B. P., Peter, T., and Wienhold, F. G.: Internal mixing of the organic aerosol by gas phase diffusion of semivolatile organic compounds, Atmos. Chem. Phys., 4, 2593–2599, 2004. </reference>
		<reference numeration="36" content_type="text"> Molina, L. T., Madronich, S., Gaffney, J. S., and Singh, H. B.: Overview of MILAGRO/INTEX-B Campaign, IGAC News Letter, 38, 2–15, 2008. </reference>
		<reference numeration="37" content_type="text"> Nel, A.: Air Pollution-Related Illness: Effects of Particles, Science, 308, 804–806, doi:10.1126/science.1108752, 2005. </reference>
		<reference numeration="38" content_type="text"> Odum, J. R., Hoffmann, T., Bowman, F., Collins, D., Flagan, R. C., and Seinfeld, J. H.: Gas/particle partitioning and secondary organic aerosol yields, Environ. Sci. Technol., 30, 2580–2585, 1996. </reference>
		<reference numeration="39" content_type="text"> Offenberg, J. H., Kleindienst, T. E., Jaoui, M., Lewandowski, M., and Edney, E. O.: Thermal properties of secondary organic aerosols, Geophys. Res. Lett., 33, L03816, doi:10.1029/2005GL024623, 2006. </reference>
		<reference numeration="40" content_type="text"> Pankow, J. F.: An Absorption-Model of Gas-Particle Partitioning of Organic-Compounds in the Atmosphere, Atmos. Environ., 28, 185–188, 1994. </reference>
		<reference numeration="41" content_type="text"> Pankow, J. F. and Barsanti, K. C.: The carbon number-polarity grid: A means to manage the complexity of the mix of organic compounds when modeling atmospheric organic particulate matter, Atmos. Environ., 43, 2829–2835, doi:10.1016/j.atmosenv.2008.12.050, 2009. </reference>
		<reference numeration="42" content_type="text"> Pope, C. A. and Dockery, D. W.: Health effects of fine particulate air pollution: Lines that connect, J. Air Waste Manage. Assoc., 56, 709–742, 2006. </reference>
		<reference numeration="43" content_type="text"> Pound, G. M.: Selected Values of Evaporation and Condensation Coefficients for Simple Substance, J. Phys. Chem. Ref. Data, 1, 135–146, 1972. </reference>
		<reference numeration="44" content_type="text"> Presto, A. A. and Donahue, N. M.: Investigation of alpha-pinene plus ozone secondary organic aerosol formation at low total aerosol mass, Environ. Sci. Technol., 40, 3536–3543, 2006. </reference>
		<reference numeration="45" content_type="text"> Robinson, A. L., Donahue, N. M., Shrivastava, M. K., Weitkamp, E. A., Sage, A. M., Grieshop, A. P., Lane, T. E., Pierce, J. R., and Pandis, S. N.: Rethinking organic aerosols: Semivolatile emissions and photochemical aging, Science, 315, 1259–1262, 2007. </reference>
		<reference numeration="46" content_type="text"> Saleh, R., Shihadeh, A., and Khlystov, A.: Determination of evaporation coefficients of semi-volatile organic aerosols using an integrated volume-tandem differential mobility analysis (IV-TDMA) method, J. Aerosol Sci., 40, 1019–1029, doi:10.1016/j.jaerosci.2009.09.008, 2009. </reference>
		<reference numeration="47" content_type="text"> Smith, J. D., Kroll, J. H., Cappa, C. D., Che, D. L., Ahmed, M., Leone, S. R., Worsnop, D., and Wilson, K. R.: The Heterogeneous OH Oxidation of Sub-micron Squalane Particle: A Model System for Probing the Underlying Chemical Mechanisms that Control Ageing of Ambient Aerosols, Atmos. Chem. Phys., 9, 3209–3222, 2009. </reference>
		<reference numeration="48" content_type="text"> Stanier, C. O., Pathak, R. K., and Pandis, S. N.: Measurements of the Volatility of Aerosols from $\alpha $-Pinene Ozonolysis, Environ. Sci. Technol., 41, 2756–2763, 2007. </reference>
		<reference numeration="49" content_type="text"> 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, 2009. </reference>
		<reference numeration="50" content_type="text"> Volkamer, R., Jimenez, J. L., San Martini, F., Dzepina, K., Zhang, Q., Salcedo, D., Molina, L. T., Worsnop, D. R., and Molina, M. J.: Secondary organic aerosol formation from anthropogenic air pollution: Rapid and higher than expected, Geophys. Res. Lett., 33, doi:10.1029/2006GL026899, L17811, 2006. </reference>
		<reference numeration="51" content_type="text"> 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, doi:10.1029/2007GL029979, 2007. </reference>
	</references>
</article>

