<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE article SYSTEM "http://www.atmos-chem-phys.net/inc/acp/copernicus.dtd">
<article language="en">
	<journal>
		<journal_title>Atmospheric Chemistry and Physics</journal_title>
		<journal_url>www.atmos-chem-phys.net</journal_url>
		<issn>1680-7316</issn>
		<eissn>1680-7324</eissn>
		<volume_number>10</volume_number>
		<issue_number>6</issue_number>
		<publication_year>2010</publication_year>
	</journal>
	<doi>10.5194/acp-10-2577-2010</doi>
	<article_url>http://www.atmos-chem-phys.net/10/2577/2010/</article_url>
	<abstract_html>http://www.atmos-chem-phys.net/10/2577/2010/acp-10-2577-2010.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys.net/10/2577/2010/acp-10-2577-2010.pdf</fulltext_pdf>
	<start_page>2577</start_page>
	<end_page>2593</end_page>
	<publication_date>2010-03-15</publication_date>
	<article_title content_type="html">Widening the gap between measurement and modelling of secondary organic aerosol properties?</article_title>
	<authors>
		<author numeration="1" affiliations="1,5">
			<name>N. Good</name>
		</author>
		<author numeration="2" affiliations="1,2">
			<name>D. O. Topping</name>
		</author>
		<author numeration="3" affiliations="3,6">
			<name>J. Duplissy</name>
		</author>
		<author numeration="4" affiliations="3">
			<name>M. Gysel</name>
		</author>
		<author numeration="5" affiliations="4,7">
			<name>N. K. Meyer</name>
		</author>
		<author numeration="6" affiliations="3">
			<name>A. Metzger</name>
		</author>
		<author numeration="7" affiliations="1,8">
			<name>S. F. Turner</name>
		</author>
		<author numeration="8" affiliations="3">
			<name>U. Baltensperger</name>
		</author>
		<author numeration="9" affiliations="4">
			<name>Z. Ristovski</name>
		</author>
		<author numeration="10" affiliations="3">
			<name>E. Weingartner</name>
		</author>
		<author numeration="11" affiliations="1">
			<name>H. Coe</name>
		</author>
		<author numeration="12" affiliations="1">
			<name>G. McFiggans</name>
			<email>g.mcfiggans@manchester.ac.uk</email>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">School of Earth Atmospheric and Environmental Sciences, University of Manchester, Manchester, M13 9PL, UK</affiliation>
		<affiliation numeration="2" content_type="html">National Centre for Atmospheric Sciences, University of Manchester, Manchester, M13 9PL, UK</affiliation>
		<affiliation numeration="3" content_type="html">Laboratory of Atmospheric Chemistry, Paul Scherrer Institut,  5232 Villigen, Switzerland</affiliation>
		<affiliation numeration="4" content_type="html">ILAQH, Queensland University of Technology, P.O. Box 4233, Brisbane QLD, 4001, Australia</affiliation>
		<affiliation numeration="5" content_type="html">now at: Laboratoire de MÃ©tÃ©orologie Physique, Blaise Pascal Univ., 63000, Clermont Ferrand, France</affiliation>
		<affiliation numeration="6" content_type="html">now at: Department of Physics, Centre EuropÃ©en de la Recherche NuclÃ©aire, 1211 Geneva, Switzerland</affiliation>
		<affiliation numeration="7" content_type="html">now at: Laboratory for Energy Systems Analysis, Paul Scherrer Institut, 5232 Villigen, Switzerland</affiliation>
		<affiliation numeration="8" content_type="html">now at: Experimental Solid State Physics Group, Blackett Laboratory, Imperial College London, SW7 2BW, UK</affiliation>
	</affiliations>
	<abstract content_type="html">The link between measured sub-saturated hygroscopicity and cloud activation
potential of secondary organic aerosol particles produced by the chamber
photo-oxidation of &amp;alpha;-pinene in the presence or absence of ammonium
sulphate seed aerosol was investigated using two models of varying
complexity. A simple single hygroscopicity parameter model and a more complex
model (incorporating surface effects) were used to assess the detail required
to predict the cloud condensation nucleus (CCN) activity from the
sub-saturated water uptake. Sub-saturated water uptake measured by three
hygroscopicity tandem differential mobility analyser (HTDMA) instruments was
used to determine the water activity for use in the models. The predicted CCN
activity was compared to the measured CCN activation potential using a
continuous flow CCN counter.&lt;br&gt;
&lt;br&gt;
Reconciliation using the more complex model formulation with measured cloud
activation could be achieved widely different assumed surface tension
behavior of the growing droplet; this was entirely determined by the
instrument used as the source of water activity data. This unreliable
derivation of the water activity as a function of solute concentration from
sub-saturated hygroscopicity data indicates a limitation in the use of such
data in predicting cloud condensation nucleus behavior of particles with a
significant organic fraction. Similarly, the ability of the simpler single
parameter model to predict cloud activation behaviour was dependent on the
instrument used to measure sub-saturated hygroscopicity and the relative
humidity used to provide the model input. However, agreement was observed for
inorganic salt solution particles, which were measured by all instruments in
agreement with theory.&lt;br&gt;
&lt;br&gt;
The difference in HTDMA data from validated and extensively used instruments
means that it cannot be stated with certainty the detail required to predict
the CCN activity from sub-saturated hygroscopicity. In order to narrow the
gap between measurements of hygroscopic growth and CCN activity the processes
involved must be understood and the instrumentation extensively quality
assured. It is impossible to say from the results presented here due to the
differences in HTDMA data whether: i) Surface tension suppression occurs
ii) Bulk to surface partitioning is important iii) The water activity
coefficient changes significantly as a function of the solute concentration.</abstract>
	<references>
		<reference numeration="1" content_type="text"> AAlfarra, M. R., Paulsen, D., Gysel, M., Garforth, A. A., Dommen, J., PrÃ©vÃ´t, A. S. H., Worsnop, D. R., Baltensperger, U., and Coe, H.: A mass spectrometric study of secondary organic aerosols formed from the photooxidation of anthropogenic and biogenic precursors in a reaction chamber, Atmos. Chem. Phys., 6, 5279â€“5293, 2006. </reference>
		<reference numeration="2" content_type="text"> Andreae, M O., Browell, E V., Garstang, M., Gregory, G L., Harriss, R C., Hill, G F., Jacob, D J., Pereira, M C., Sachse, G W., Setzer, A W., Dias, P. L S., Talbot, R W., Torres, A L., and Wofsy, S C.: Biomassâ€“Burning Emissions and Associated Haze Layers over Amazonia, J. Geophys. Res.-Atmos., 93, 1509â€“1527, 1988. </reference>
		<reference numeration="3" content_type="text"> Baltensperger, U., Kalberer, M., Dommen, J., Paulsen, D., Alfarra, M R., Coe, H., Fisseha, R., Gascho, A., Gysel, M., Nyeki, S., Sax, M., Steinbacher, M., PrÃ©vÃ´t, A. S H., Sjoren, S., Weingartner, E., and Zenobi, R.: Secondary organic aerosols from anthropogenic and biogenic precursors, Faraday Discuss., 130, 265â€“278, 2005. </reference>
		<reference numeration="4" content_type="text"> Biskos, G., Malinowski, A., Russell, L M., Buseck, P R., and Martin, S T.: Nanosize effect on the deliquescence and the efflorescence of sodium chloride particles, Aerosol Sci. Technol., 40, 97â€“106, 2006. </reference>
		<reference numeration="5" content_type="text"> Carter, W. P L., Cocker, D R., Fitz, D R., Malkina, I L., Bumiller, K., Sauer, C G., Pisano, J T., Bufalino, C., and Song, C.: A new environmental chamber for evaluation of gasâ€“phase chemical mechanisms and secondary aerosol formation, Atmos. Environ., 39, 7768â€“7788, 2005. </reference>
		<reference numeration="6" content_type="text"> Cubison, M J., Coe, H., and Gysel, M.: A modified hygroscopic tandem DMA and a data retrieval method based on optimal estimation, J. Aerosol Sci., 36, 846â€“865, 2005. </reference>
		<reference numeration="7" content_type="text"> Duplissy, J., Gysel, M., Alfarra, M R., Dommen, J., Metzger, A., PrÃ©vÃ´t, 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. </reference>
		<reference numeration="8" content_type="text"> Duplissy, J., Gysel, M., Sjogren, S., Meyer, N., Good, N., Kammermann, L., Michaud, V., Weigel, R., Martins dos Santos, S., Gruening, C., Villani, P., Laj, P., Sellegri, K., Metzger, A., McFiggans, G. B., Wehrle, G., Richter, R., Dommen, J., Ristovski, Z., Baltensperger, U., and Weingartner, E.: Intercomparison study of six HTDMAs: results and recommendations, Atmos. Meas. Tech., 2, 363â€“378, 2009. </reference>
		<reference numeration="9" content_type="text"> Engelhart, G. J., Asa-Awuku, A., Nenes, A., and Pandis, S. N.: CCN activity and droplet growth kinetics of fresh and aged monoterpene secondary organic aerosol, Atmos. Chem. Phys., 8, 3937â€“3949, 2008. </reference>
		<reference numeration="10" content_type="text"> Forster, P., Ramaswamy, V., Artaxo, P., Berntsen, T., Betts, R., Fahey, D., Haywood, J., Lean, J., Lowe, D., Myhre, G., Nganga, J., Prinn, R., Raga, G., M., S., and R., V D.: Changes in Atmospheric Constituents and in Radiative Forcing. In: 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, 2007. </reference>
		<reference numeration="11" content_type="text"> Gysel, M., McFiggans, G., and Coe, H.: Inversion of tandem differential mobility analyser (TDMA) measurements, J. Aerosol Sci., 40, 134â€“151, 2009. </reference>
		<reference numeration="12" content_type="text"> Hallquist, M., Wenger, J. C., Baltensperger, U., Rudich, Y., Simpson, D., Claeys, M., Dommen, J., Donahue, N. M., George, C., Goldstein, A. H., Hamilton, J. F., Herrmann, H., Hoffmann, T., Iinuma, Y., Jang, M., Jenkin, M. E., Jimenez, J. L., Kiendler-Scharr, A., Maenhaut, W., McFiggans, G., Mentel, Th. F., Monod, A., PrÃ©vÃ´t, A. S. H., Seinfeld, J. H., Surratt, J. D., Szmigielski, R., and Wildt, J.: The formation, properties and impact of secondary organic aerosol: current and emerging issues, Atmos. Chem. Phys., 9, 5155â€“5236, 2009. </reference>
		<reference numeration="13" content_type="text"> Haywood, J. and Boucher, O.: Estimates of the direct and indirect radiative forcing due to tropospheric aerosols: A review, Rev. Geophys., 38, 513â€“543, 2000. </reference>
		<reference numeration="14" 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, 2007â€“2025, 2008. </reference>
		<reference numeration="15" content_type="text"> Hennig, T., Massling, A., Brechtel, F J., and Wiedensohler, A.: A tandem DMA for highly temperatureâ€“stabilized hygroscopic particle growth measurements between 90% and 98% relative humidity, J. Aerosol Sci., 36, 1210â€“1223, 2005. </reference>
		<reference numeration="16" content_type="text"> Jenkin, M. E.: Modelling the formation and composition of secondary organic aerosol from Î±- and Î²-pinene ozonolysis using MCM v3, Atmos. Chem. Phys., 4, 1741â€“1757, 2004. </reference>
		<reference numeration="17" content_type="text"> Johnson, G R., Fletcher, C., Meyer, N., Modini, R., and Ristovski, Z D.: A robust, portable Hâ€“TDMA for field use, J. Aerosol Sci., 39, 850â€“861, 2008. </reference>
		<reference numeration="18" content_type="text"> JurÃ¡nyi, Z., Gysel, M., Duplissy, J., Weingartner, E., Tritscher, T., Dommen, J., Henning, S Ziese, M., Kiselev, A., Stratmann, K., and George, I., and Baltensperger, U.: Influence of gasâ€“toâ€“particle partitioning on the hygroscopic and droplet activation behaviour of Î±â€“pinene secondary organic aerosol, Phys. Chem. Chem. Phys., 11, 8091â€“8097, doi:10.1039/b904162a, 2009. </reference>
		<reference numeration="19" 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, 1053â€“1123, 2005. </reference>
		<reference numeration="20" content_type="text"> KÃ¶hler, H.: The Nucleus In and the Growth of Hygroscopic Droplets, T. Faraday Soc., 32, 1152â€“1161, 1936. </reference>
		<reference numeration="21" content_type="text"> Kreidenweis, S. M., Koehler, K., DeMott, P. J., Prenni, A. J., Carrico, C., and Ervens, B.: Water activity and activation diameters from hygroscopicity data â€“ Part I: Theory and application to inorganic salts, Atmos. Chem. Phys., 5, 1357â€“1370, 2005.  </reference>
		<reference numeration="22" content_type="text"> McFiggans, G., Artaxo, P., Baltensperger, U., Coe, H., Facchini, M. C., Feingold, G., Fuzzi, S., Gysel, M., Laaksonen, A., Lohmann, U., Mentel, T. F., Murphy, D. M., O&apos;Dowd, C. D., Snider, J. R., and Weingartner, E.: The effect of physical and chemical aerosol properties on warm cloud droplet activation, Atmos. Chem. Phys., 6, 2593â€“2649, 2006. </reference>
		<reference numeration="23" content_type="text"> Meyer, N. K., Duplissy, J., Gysel, M., Metzger, A., Dommen, J., Weingartner, E., Alfarra, M. R., Prevot, A. S. H., Fletcher, C., Good, N., McFiggans, G., Jonsson, Ã…. M., Hallquist, M., Baltensperger, U., and Ristovski, Z. D.: Analysis of the hygroscopic and volatile properties of ammonium sulphate seeded and unseeded SOA particles, Atmos. Chem. Phys., 9, 721â€“732, 2009. </reference>
		<reference numeration="24" content_type="text"> Middlebrook, A M., Murphy, D M., and Thomson, D S.: Observations of organic material in individual marine particles at Cape Grim during the First Aerosol Characterization Experiment (ACE 1), J. Geophys. Res.-Atmos., 103, 16475â€“16483, 1998. </reference>
		<reference numeration="25" content_type="text"> Paulsen, D., Dommen, J., Kalberer, M., PrÃ©vÃ´t, A. S H., Richter, R., Sax, M., Steinbacher, M., Weingartner, E., and Baltensperger, U.: Secondary organic aerosol formation by irradiation of 1,3,5â€“trimethylbenzeneâ€“NO$_\rm X$â€“H&lt;sub&gt;2&lt;/sub&gt;O in a new reaction chamber for atmospheric chemistry and physics, Environ. Sci. Technol., 39, 2668â€“2678, 2005. </reference>
		<reference numeration="26" content_type="text"> Petters, M. D. and Kreidenweis, S. M.: A single parameter representation of hygroscopic growth and cloud condensation nucleus activity, Atmos. Chem. Phys., 7, 1961â€“1971, 2007. </reference>
		<reference numeration="27" content_type="text"> P Petters, M. D., Wex, H., Carrico, C. M., Hallbauer, E., Massling, A., McMeeking, G. R., Poulain, L., Wu, Z., Kreidenweis, S. M., and Stratmann, F.: Towards closing the gap between hygroscopic growth and activation for secondary organic aerosol – Part 2: Theoretical approaches, Atmos. Chem. Phys., 9, 3999â€“4009, 2009. </reference>
		<reference numeration="28" content_type="text"> 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.-Atmos., 112, D10223, doi:10.1029/2006JD007963, 2007. </reference>
		<reference numeration="29" content_type="text"> Presto, A A., Hartz, K. E H., and Donahue, N M.: Secondary organic aerosol production from terpene ozonolysis. 1. Effect of UV radiation, Environ. Sci. Technol., 39, 7036â€“7045, 2005a. </reference>
		<reference numeration="30" content_type="text"> Presto, A A., Hartz, K. E H., and Donahue, N M.: Secondary organic aerosol production from terpene ozonolysis. 2. Effect of NOx concentration, Environ. Sci. Technol., 39, 7046â€“7054, 2005b. </reference>
		<reference numeration="31" content_type="text"> Roberts, G C. and Nenes, A.: A continuous-flow streamwise thermal-gradient CCN chamber for atmospheric measurements, Aerosol Sci. Technol., 39, 206â€“221, 2005. </reference>
		<reference numeration="32" content_type="text"> Seinfeld, J H., Erdakos, G B., Asher, W E., and Pankow, J F.: Modeling the formation of secondary organic aerosol (SOA). 2. The predicted effects of relative humidity on aerosol formation in the alphaâ€“pineneâ€“, betaâ€“pineneâ€“, sabineneâ€“, Delta(3)â€“Careneâ€“, and cyclohexeneâ€“ozone systems, Environ. Sci. Technol., 35, 1806â€“1817, 2001.  </reference>
		<reference numeration="33" content_type="text"> 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 twoâ€“phase aerosol particles consisting of ammonium sulfate, adipic and humic acid mixtures, J. Aerosol Sci., 38, 157â€“171, 2007.  </reference>
		<reference numeration="34" content_type="text"> Sorjamaa, R., Svenningsson, B., Raatikainen, T., Henning, S., Bilde, M., and Laaksonen, A.: The role of surfactants in KÃ¶hler theory reconsidered, Atmos. Chem. Phys., 4, 2107â€“2117, 2004. </reference>
		<reference numeration="35" content_type="text"> Stokes, R. H Robinson, R A.: Interactions in aquous nonelectrolyte solutions I. Soluteâ€“solvent equilibria, J. Phys. Chem., 70, 2126â€“2130, 1966. </reference>
		<reference numeration="36" content_type="text"> Topping, D. O., McFiggans, G. B., and Coe, H.: A curved multi-component aerosol hygroscopicity model framework: Part 1 â€“ Inorganic compounds, Atmos. Chem. Phys., 5, 1205â€“1222, 2005a. </reference>
		<reference numeration="37" content_type="text"> Topping, D. O., McFiggans, G. B., and Coe, H.: A curved multi-component aerosol hygroscopicity model framework: Part 2 â€“ Including organic compounds, Atmos. Chem. Phys., 5, 1223â€“1242, 2005b. </reference>
		<reference numeration="38" content_type="text"> Topping, D. O., McFiggans, G. B., Kiss, G., Varga, Z., Facchini, M. C., Decesari, S., and Mircea, M.: Surface tensions of multi-component mixed inorganic/organic aqueous systems of atmospheric significance: measurements, model predictions and importance for cloud activation predictions, Atmos. Chem. Phys., 7, 2371â€“2398, 2007. </reference>
		<reference numeration="39" content_type="text"> 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, 2367â€“2388, 2006. </reference>
		<reference numeration="40" content_type="text"> Wex, H., Petters, M. D., Carrico, C. M., Hallbauer, E., Massling, A., McMeeking, G. R., Poulain, L., Wu, Z., Kreidenweis, S. M., and Stratmann, F.: Towards closing the gap between hygroscopic growth and activation for secondary organic aerosol: Part 1 â€“ Evidence from measurements, Atmos. Chem. Phys., 9, 3987â€“3997, 2009. </reference>
		<reference numeration="41" 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 anthropogenicallyâ€“influenced Northern Hemisphere midlatitudes, Geophys. Res. Lett., 34, L13801, doi:10.1029/2007GL029979, 2007. </reference>
		<reference numeration="42" content_type="text"> Ziese, M., Wex, H., Nilsson, E., Salma, I., Ocskay, R., Hennig, T., Massling, A., and Stratmann, F.: Hygroscopic growth and activation of HULIS particles: experimental data and a new iterative parameterization scheme for complex aerosol particles, Atmos. Chem. Phys., 8, 1855â€“1866, 2008. </reference>
	</references>
</article>

