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<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>8</volume_number>
		<issue_number>4</issue_number>
		<publication_year>2008</publication_year>
	</journal>
	<doi>10.5194/acpd-8-16851-2008</doi>
	<article_url>http://www.atmos-chem-phys-discuss.net/8/16851/2008/</article_url>
	<abstract_html>http://www.atmos-chem-phys-discuss.net/8/16851/2008/acpd-8-16851-2008.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys-discuss.net/8/16851/2008/acpd-8-16851-2008.pdf</fulltext_pdf>
	<start_page>16851</start_page>
	<end_page>16890</end_page>
	<publication_date>2008-09-08</publication_date>
	<article_title content_type="html">Parameterization of cloud droplet formation for global and regional models: including adsorption activation from insoluble CCN</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>P. Kumar</name>
		</author>
		<author numeration="2" affiliations="2">
			<name>I. N. Sokolik</name>
		</author>
		<author numeration="3" affiliations="1,2">
			<name>A. Nenes</name>
			<email>nenes@eas.gatech.edu</email>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">School of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA, USA</affiliation>
		<affiliation numeration="2" content_type="html">School of Earth and Atmospheric Sciences, Georgia Institute of Technology, Atlanta, GA, USA</affiliation>
	</affiliations>
	<abstract content_type="html">Dust and black carbon aerosol have long been known to have potentially
important and diverse impacts on cloud droplet formation. Most studies to
date focus on the soluble fraction of such particles, and ignore
interactions of the insoluble fraction with water vapor (even if known to be
hydrophilic). To address this gap, we develop a new parameterization
framework that considers cloud droplet formation within an ascending air
parcel containing insoluble (but wettable) particles mixed with aerosol
containing an appreciable soluble fraction. Activation of particles with a
soluble fraction is described through well-established Köhler Theory,
while the activation of hydrophilic insoluble particles is treated by
&quot;adsorption-activation&quot; theory. In the latter, water vapor is adsorbed
onto insoluble particles, the activity of which is described by a multilayer
Frankel-Halsey-Hill (FHH) adsorption isotherm modified to account for
particle curvature. We further develop FHH activation theory, and  i) find
combinations of the adsorption parameters &lt;i&gt;A&lt;/i&gt;&lt;sub&gt;FHH&lt;/sub&gt;, &lt;i&gt;B&lt;/i&gt;&lt;sub&gt;FHH&lt;/sub&gt; for which
activation into cloud droplets is not possible, and,
ii) express activation
properties (critical supersaturation) that follow a simple power law with
respect to dry particle diameter.
&lt;br&gt;&lt;br&gt;
Parameterization formulations are
developed for sectional and lognormal aerosol size distribution functions.
The new parameterization is tested by comparing the parameterized cloud
droplet number concentration against predictions with a detailed numerical
cloud model, considering a wide range of particle populations, cloud updraft
conditions, water vapor condensation coefficient and FHH adsorption isotherm
characteristics. The agreement between parameterization and parcel model is
excellent, with an average error of 10% and &lt;i&gt;R&lt;/i&gt;&lt;sup&gt;2&lt;/sup&gt; ~0.98.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Abdul-Razzak, H. and Ghan, S.: A parameterization of aerosol activation – 2: Multiple aerosol types, J. Geophys. Res., 105(D6), 6837–6844, 2000. </reference>
		<reference numeration="2" content_type="text"> Abdul-Razzak, H. and Ghan, S.: Parameterization of the influence of organic surfactants on aerosol activation, J. Geophys. Res., 109, D03205, doi:10.1029/2003JD004043, 2000. </reference>
		<reference numeration="3" content_type="text"> Abdul-Razzak, H., Ghan, S., and Rivera-Carpio, C.: A parameterization of aerosol activation – 1: Single aerosol type, J. Geophys. Res., 103, 6123–6131, 2000. </reference>
		<reference numeration="4" content_type="text"> Albrecht, B. A.: Aerosols, cloud microphysics, and fractional cloudiness, Science, 245, 1227–1230, 1989. </reference>
		<reference numeration="5" content_type="text"> Barahona, D. and Nenes, A.: Parameterization of cloud droplet formation in large scale models: including effects of entrainment, J. Geophys. Res., 112, D16206, doi:10.1029/2007JD008473, 2007. </reference>
		<reference numeration="6" content_type="text"> Boucher, O. and Lohmann, U.: The sulphate-CCN-cloud albedo effect: A sensitivity study with 2 general circulation models, Tellus B, 47, 281–300, 1995. </reference>
		<reference numeration="7" content_type="text"> Brunauer, S., Emmett, P. H., and Teller, E.: Adsorption of gases in multimolecular layers, J. Am. Chem. Soc., 60(2), 309–319, 1938. </reference>
		<reference numeration="8" content_type="text"> Clarke, A. D., Shinozuka, Y., Kapustin, V. N., Howell, S., Huebert, B., Doherty, S., Anderson, T., Covert, D., Anderson, J., Hua, X., Moore II, 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., 109, D15S09, doi:10.1029/2003JD004378, 2004. </reference>
		<reference numeration="9" content_type="text"> Cohard, J. M., Pinty, J. P., and Suhre, K.: On the parameterization of activation spectra from cloud condensation nuclei microphysical properties, J. Geophys. Res., 105(D9), 11 753–11 766, 2000. </reference>
		<reference numeration="10" content_type="text"> Conant, W. C., Van Reken, T. M., Rissman, T. A., Varutbangkul, H., Jonsson, H. H., Nenes, A., Jimenez, J. L., Delia, A. E., Bahreini, R., Roberts, G. C., Flagan, R. C., and Seinfeld, J. H.: Aerosol-cloud drop concentration closure in warm cumulus, J. Geophys. Res., 109, D13204, doi:10.1029/2003JD004324, 2004. </reference>
		<reference numeration="11" content_type="text"> D&apos;Almeida, G. A.: On the variability of desert aerosol radiative characteristics, J. Geophys. Res., 92, 3017–3027, 1987. </reference>
		<reference numeration="12" content_type="text"> Feingold, G. and Chuang, P. Y.: Analysis of influence of surface films on droplet growth: Implications for cloud microphysical processes and climate, J. Atmos. Sci., 59, 2006–2018, 2002. </reference>
		<reference numeration="13" content_type="text"> Feingold, G. and Hymesfield, A. J.: Parameterization of condensational growth of droplets for use in general circulation models, J. Geophys. Res., 49, 2325–2342, 1992. </reference>
		<reference numeration="14" content_type="text"> Fletcher, N. H.: Size effect in heterogeneous nucleation, J. Chem. Phys., 29, 572–576, 1958. </reference>
		<reference numeration="15" content_type="text"> Fountoukis, C. and Nenes, A.: Continued development of a cloud droplet formation parameterization for global climate models, J. Geophys. Res., 110, D11212, doi:10.1029/2004JD005591, 2005. </reference>
		<reference numeration="16" content_type="text"> Fukuta, N. and Walter, L. A.: Kinetics of hydrometer growth from the vapor; spherical model, J. Atmos. Sci., 27, 1160–1172, 1970. </reference>
		<reference numeration="17" content_type="text"> Gultepe, I. and Isaac, G. A.: The relationship between cloud droplet and aerosol number concentrations for climate models, Int. J. Climatol., 16, 941–946, 1996. </reference>
		<reference numeration="18" content_type="text"> Henson, B. F.: An adsorption model of insoluble particle activation: Application to black carbon, J. Geophys. Res., 112, D24S16, doi:10.1029/2007JD008549, 2007. </reference>
		<reference numeration="19" content_type="text"> Hess, M., Koepke, P., and Schult, I.: Optical properties of aerosols and clouds: the software package OPAC, B. Am. Meteorol. Soc., 79, 831–844, 1998. </reference>
		<reference numeration="20" content_type="text"> Intergovernmental Panel on Climate Change, Climate Change: the Scientific Basis, Cambridge University Press, Cambridge, UK, 2007. </reference>
		<reference numeration="21" content_type="text"> Jeong, G. and Sokolik, I. N.: The effect of mineral dust aerosols on photolysis rates in clean and polluted marine environments, J. Geophys. Res., 112, D21308, doi:10.1029/2007JD008442, 2007. </reference>
		<reference numeration="22" content_type="text"> Köhler, H.: The nucleus in and the growth of hygroscopic droplets, T. Faraday Soc., 32(2), 1152–1161, 1936. </reference>
		<reference numeration="23" content_type="text"> Langmuir, J.: The constitution and fundamental properties of solids and liquids – Part 1: Solids, J. Am. Chem. Soc., 38, 2221–2295, 1916. </reference>
		<reference numeration="24" content_type="text"> Meskhidze, N., Nenes, A., Conant, W. C., and Seinfeld, J. H.: Evaluation of a new cloud droplet activation parameterization with in situ data from CRYSTAL-FACE and CSTRIPE, J. Geophys. Res., 110, D16202, doi:10.1029/2004JD005703, 2005. </reference>
		<reference numeration="25" content_type="text"> Ming, Y., Ramaswamy, V., Donner, L. J., and Phillips, V. T. J.: A new parameterization of cloud droplet activation applicable to general circulation models, J. Atmos. Sci., 63, doi:10.1175/JAS3686.1, 2006. </reference>
		<reference numeration="26" content_type="text"> Nenes, A., Ghan, S., Abdul-Razzak, H., Chuang, P. Y., and Seinfeld, J. H.: Kinetic Limitations on Cloud Droplet Formation and Impact on Cloud Albedo, Tellus B, 53, 133–149, 2001. </reference>
		<reference numeration="27" content_type="text"> Nenes, A. and Seinfeld, J. H.: Parameterization of cloud droplet formation in global climate models, J. Geophys. Res., 108, 4415, doi:10.1029/2002JD002911, 2003. </reference>
		<reference numeration="28" content_type="text"> Nenes, A., Charlson, R. J., Facchini, M. C., Kulmala, M., Laaksonen, A., and Seinfeld, J. H.: Can chemical effects on cloud droplet number rival the first indirect effect?, Geophys. Res. Lett., 29(18), 1848, doi:10.1029/2002GL015295, 2002. </reference>
		<reference numeration="29" content_type="text"> Peng, Y., Lohmann, U., and Leaitch, W. R.: Importance of vertical velocity variations in the cloud droplet nucleation process of marine stratocumulus, J. Geophys. Res., 110, D21213, doi:10.1029/2004JD004922, 2005. </reference>
		<reference numeration="30" content_type="text"> Pontikis, C. A., Rigaud, A., and Hicks, E. M.: Entrainment and mixing as related to the microphysical properties of shallow warm cumulus clouds, J. Atmos. Sci., 44, 2150–2165, 1987. </reference>
		<reference numeration="31" content_type="text"> Seinfeld, J. H. and Pandis, S. N.: Atmospheric Chemistry and Physics, John Wiley, New York, USA, 1998. </reference>
		<reference numeration="32" content_type="text"> Seisel, S., Pashkova, A., Lian, Y., and Zellner, R.: Water uptake on mineral dust and soot: a fundamental view of hydrophilicity of atmospheric particles, Faraday Discuss., 130, 437–451, 2005. </reference>
		<reference numeration="33" content_type="text"> Sorjamaa, R. and Laaksonen, R.: The effect of H&lt;sub&gt;2&lt;/sub&gt;O adsorption on cloud-drop activation of insoluble particles – a theoretical framework, Atmos. Chem. Phys., 7, 6175–6180, 2007. </reference>
		<reference numeration="34" content_type="text"> Twomey, S.: Pollution and the Planetary Albedo, Atmos. Environ., 8, 1251–1256, 1974. </reference>
		<reference numeration="35" content_type="text"> Wexler, A. S. and Ge, Z. Z.: Hydrophobic particles can activate at lower relative humidity than slightly hygroscopic ones: A Köhler theory incorporating surface fixed charge, J. Geophys. Res., 103, 6083–6088, 1998. </reference>
		<reference numeration="36" content_type="text"> Whitby, K. T.: The physical characteristics of sulphur aerosols, Atmos. Environ., 12, 135–139, 1978. </reference>
		<reference numeration="37" content_type="text"> Wiegner, M., Gasteiger, J., Kandler, K., Weinzierl, B., Rasp, K., Esselborn, M., Freudenthaler, V., Heese, B., Toledano, C., Tesche, M., and Althausen, D.: Numerical simulations of optical properties of Saharan dust aerosols with emphasis on linear depolarization ratio, Tellus B, in press, 2008. </reference>
	</references>
</article>

