<?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>7</volume_number>
		<issue_number>3</issue_number>
		<publication_year>2007</publication_year>
	</journal>
	<doi>10.5194/acpd-7-8193-2007</doi>
	<article_url>http://www.atmos-chem-phys-discuss.net/7/8193/2007/</article_url>
	<abstract_html>http://www.atmos-chem-phys-discuss.net/7/8193/2007/acpd-7-8193-2007.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys-discuss.net/7/8193/2007/acpd-7-8193-2007.pdf</fulltext_pdf>
	<start_page>8193</start_page>
	<end_page>8260</end_page>
	<publication_date>2007-06-14</publication_date>
	<article_title content_type="html">Calibration and measurement uncertainties of a continuous-flow cloud condensation nuclei counter (DMT-CCNC): CCN activation of ammonium sulfate and sodium chloride aerosol particles in theory and experiment</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>D. Rose</name>
			<email>rose@mpch-mainz.mpg.de</email>
		</author>
		<author numeration="2" affiliations="1">
			<name>G. P. Frank</name>
		</author>
		<author numeration="3" affiliations="1">
			<name>U. Dusek</name>
		</author>
		<author numeration="4" affiliations="1">
			<name>S. S. Gunthe</name>
		</author>
		<author numeration="5" affiliations="1">
			<name>M. O. Andreae</name>
		</author>
		<author numeration="6" affiliations="1">
			<name>U. Pöschl</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Max Planck Institute for Chemistry, Biogeochemistry Department, P.O. Box 3060, 55020 Mainz, Germany</affiliation>
	</affiliations>
	<abstract content_type="html">Experimental and theoretical uncertainties in the measurement of cloud
condensation nuclei (CCN) with a continuous-flow thermal-gradient CCN
counter from Droplet Measurement Technologies (DMT-CCNC) have been assessed
by model calculations and calibration experiments with ammonium sulfate and
sodium chloride aerosol particles in the diameter range of 20&amp;ndash;220 nm.
Experiments have been performed in the laboratory and during field
measurement campaigns, extending over a period of more than one year and
covering a wide range of operating conditions (650&amp;ndash;1020 hPa ambient
pressure, 0.5&amp;ndash;1.0 L min&lt;sup&gt;&amp;minus;1&lt;/sup&gt; aerosol flow rate, 20&amp;ndash;30&amp;deg;C inlet
temperature, 4&amp;ndash;34 K m&lt;sup&gt;&amp;minus;1&lt;/sup&gt; temperature gradient). For each set of
conditions, the effective water vapor supersaturation (&lt;i&gt;S&lt;/i&gt;&lt;sub&gt;eff&lt;/sub&gt;) in the CCNC
was determined from the measured CCN activation spectra and Köhler model
calculations.
&lt;br&gt;&lt;br&gt;
High measurement precision was achieved under stable laboratory conditions,
where relative variations of &lt;i&gt;S&lt;/i&gt;&lt;sub&gt;eff&lt;/sub&gt; in the CCNC were generally less than
&amp;plusmn;2%. During field measurements, however, the relative variability
increased up to &amp;plusmn;5&amp;ndash;7%, which can be mostly attributed to variations
of the CCNC column top temperature with ambient temperature.
&lt;br&gt;&lt;br&gt;
To assess the accuracy of the Köhler models used to calculate
&lt;i&gt;S&lt;/i&gt;&lt;sub&gt;eff&lt;/sub&gt;, we have performed a comprehensive comparison and uncertainty
analysis of the various Köhler models and thermodynamic
parameterizations commonly used in CCN studies. For the relevant
supersaturation range (0.05&amp;ndash;2%), the relative deviations between
different modeling approaches were as high as 25% for
(NH&lt;sub&gt;4&lt;/sub&gt;)&lt;sub&gt;2&lt;/sub&gt;SO&lt;sub&gt;4&lt;/sub&gt; and 16% for NaCl. The deviations were mostly
caused by the different parameterizations for the activity of water in
aqueous solutions of (NH&lt;sub&gt;4&lt;/sub&gt;)&lt;sub&gt;2&lt;/sub&gt;SO&lt;sub&gt;4&lt;/sub&gt; and NaCl (activity
parameterization, osmotic coefficient, and van&apos;t Hoff factor models). The
uncertainties related to the model parameterizations of water activity
clearly exceeded the CCNC measurement precision. Relative deviations caused
by different ways of calculating or approximating solution density and
surface tension did not exceed 3% for (NH&lt;sub&gt;4&lt;/sub&gt;)&lt;sub&gt;2&lt;/sub&gt;SO&lt;sub&gt;4&lt;/sub&gt; and
1.5% for NaCl. Nevertheless, they did exceed the CCNC measurement
precision under well-defined operating conditions and should not be
neglected in studies aimed at high accuracy. To ensure comparability of
results, we suggest that CCN studies should always report exactly which
Köhler model equations and parameterizations of solution properties were
used.
&lt;br&gt;&lt;br&gt;
Substantial differences between the CCNC calibration results obtained with
(NH&lt;sub&gt;4&lt;/sub&gt;)&lt;sub&gt;2&lt;/sub&gt;SO&lt;sub&gt;4&lt;/sub&gt; and NaCl aerosols under equal experimental
conditions (relative deviations of &lt;i&gt;S&lt;/i&gt;&lt;sub&gt;eff&lt;/sub&gt; up to ~10%) indicate
inconsistencies between widely used activity parameterizations derived from
electrodynamic balance (EDB) single particle experiments (Tang and
Munkelwitz, 1994; Tang, 1996) and hygroscopicity tandem differential
mobility analyzer (HTDMA) aerosol experiments (Kreidenweis
et al., 2005). Therefore, we see a need for further evaluation and
experimental confirmation of preferred data sets and parameterizations for
the activity of water in dilute aqueous (NH&lt;sub&gt;4&lt;/sub&gt;)&lt;sub&gt;2&lt;/sub&gt;SO&lt;sub&gt;4&lt;/sub&gt; and NaCl
solutions.
&lt;br&gt;&lt;br&gt;
The experimental results were also used to test the CCNC flow model of Lance
et al.~(2006), which describes the dependence of &lt;i&gt;S&lt;/i&gt;&lt;sub&gt;eff&lt;/sub&gt; on
temperature, pressure, and flow rate in the CCN counter. This model could be
applied after subtraction of a near-constant temperature offset and
derivation of an instrument-specific thermal resistance parameter (&lt;i&gt;R&lt;sub&gt;T&lt;/sub&gt;&lt;/i&gt;&amp;asymp;1.8 K W&lt;sup&gt;&amp;minus;1&lt;/sup&gt;). At &lt;i&gt;S&lt;/i&gt;&lt;sub&gt;eff&lt;/sub&gt;&amp;gt;0.1% the relative deviations
between the flow model and experimental results were mostly less than 5%,
when the same Köhler model approach was used. At &lt;i&gt;S&lt;/i&gt;&lt;sub&gt;eff&lt;/sub&gt;&amp;le;.1%, however, the deviations exceeded 20%, which can be attributed to
non-idealities which also caused the near-constant temperature offset.
Therefore, we suggest that the CCNC flow model can be used to extrapolate
calibration results, but should generally be complemented by calibration
experiments performed under the relevant operating conditions &amp;ndash; during field
campaigns as well as in laboratory studies.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Andreae, M. O., Hegg, D., Feichter, J., Kloster, S., Levin, Z., Liousse, C., Radke, L., and Stier, P.: Sources and nature of atmospheric aerosols, in: Scientific assessment of the effects of aerosols on precipitation, edited by Z. Levin &amp; W. Cotton, World Meteorological Organization, 2007. </reference>
		<reference numeration="2" content_type="text"> Andreae, M. O., Jones, C. D., and Cox, P. M.: Strong present-day aerosol cooling implies a hot future: Nature, 435, 1187&amp;ndash;1190, 2005. </reference>
		<reference numeration="3" content_type="text"> Andreae, M. O., Rosenfeld, D., Artaxo, P., Costa, A. A., Frank, G. P., Longo, K. M., and Silva-Dias, M. A. F.: Smoking rain clouds over the Amazon: Science, 303, 1337&amp;ndash;1342, 2004. </reference>
		<reference numeration="4" content_type="text"> Bilde, M. and Svenningsson, B.: CCN activation of slightly soluble organics: the importance of small amounts of inorganic salt and particle phase, Tellus B, 56, 128&amp;ndash;134, 2004. </reference>
		<reference numeration="5" content_type="text"> Brechtel, F. J. and Kreidenweis, S. M.: Predicting Particle Critical Supersaturation from Hygroscopic Growth Measurements in the Humidified TDMA. Part I: Theory and Sensitivity Studies, J. Atmos. Sci., 57, 1854&amp;ndash;1871, 2000. </reference>
		<reference numeration="6" content_type="text"> Broekhuizen, K., Pradeep Kumar, P., and Abbatt, J. P. D.: Partially soluble organics as cloud condensation nuclei: Role of trace soluble and surface active species, Geophys. Res. Lett., 31, L01107, doi:10.1029/2003GL018203, 2004. </reference>
		<reference numeration="7" content_type="text"> Charlson, R. J., Seinfeld, J. H., Nenes, A., Kulmala, M., Laaksonen, A., and Facchini, M. C.: Reshaping the theory of cloud formation, Science, 292, 2025&amp;ndash;2026, 2001. </reference>
		<reference numeration="8" content_type="text"> Chen, J.-P.: Theory of Deliquescence and Modified Köhler Curves: Journal of the Atmospheric Sciences, 51, 3505&amp;ndash;3516, 1994. </reference>
		<reference numeration="9" content_type="text"> Chuang, P. Y., Collins, D. R., Pawlowska, H., Snider, J. R., Jonsson, H. H., Brenguier, J. L., Flagan, R. C., and Seinfeld, J. H.: CCN measurements during ACE-2 and their relationship to cloud microphysical properties, Tellus B, 52, 843&amp;ndash;867, 2000. </reference>
		<reference numeration="10" content_type="text"> Delene, D. J. and Deshler, T.: Calibration of a photometric cloud condensation nucleus counter designed for deployment on a balloon package, J. Atmos. Oceanic Technol., 17, 459&amp;ndash;467, 2000. </reference>
		<reference numeration="11" content_type="text"> Delene, D. J. and Deshler, T.: Vertical profiles of cloud condensation nuclei above Wyoming, J. Geophys. Res., 106, 12 579&amp;ndash;12 588, 2001. </reference>
		<reference numeration="12" content_type="text"> Dusek, U., Frank, G. P., Hildebrandt, L., Curtius, J., Schneider, J., Walter, S., Chand, D., Drewnick, F., Hings, S., Jung, D., Borrmann, S., and Andreae, M. O.: Size Matters More Than Chemistry for Cloud-Nucleating Ability of Aerosol Particles, Science, 312, 1375&amp;ndash;1378, 2006. </reference>
		<reference numeration="13" content_type="text"> Ervens, B., Cubison, M., Andrews, E., Feingold, G., Ogren, J. A., Jimenez, J. L., DeCarlo, P., and Nenes, A.: Prediction of cloud condensation nucleus number concentration using measurements of aerosol size distributions and composition and light scattering enhancement due to humidity, J. Geophys. Res., 112, D10S32, doi:10.1029/2006JD007426, 2007. </reference>
		<reference numeration="14" content_type="text"> Frank, G. P., Dusek, U., and Andreae, M. O.: Technical note: A method for measuring size-resolved CCN in the atmosphere, Atmos. Chem. Phys. Discuss., 6, 4879&amp;ndash;4895, 2006a. </reference>
		<reference numeration="15" content_type="text"> Frank, G. P., Dusek, U., and Andreae, M. O.: Technical note: Characterization of a static thermal-gradient CCN counter, Atmos. Chem. Phys. Discuss., 6, 2151&amp;ndash;2174, 2006b. </reference>
		<reference numeration="16" content_type="text"> Gerber, H. E., Hoppel, W. A., and Wojciechowski, T. A.: Experimental verification of the theoretical relationship between size and critical supersaturation of salt nuclei, J. Atmos. Sci., 34, 1836&amp;ndash;1841, 1977. </reference>
		<reference numeration="17" content_type="text"> Giebl, H., Berner, A., Reischl, G., Puxbaum, H., Kasper-Giebl, A., and Hitzenberger, R.: CCN activation of oxalic and malonic acid test aerosols with the University of Vienna cloud condensation nuclei counter, J. Aerosol Sci., 33, 1623&amp;ndash;1634, 2002. </reference>
		<reference numeration="18" content_type="text"> Gras, J. L.: CN, CCN and particle size in Southern Ocean air at Cape Grim, Atmos. Res., 35, 233&amp;ndash;251, 1995. </reference>
		<reference numeration="19" content_type="text"> Gysel, M., Weingartner, E., and Baltensperger, U.: Hygroscopicity of Aerosol Particles at Low Temperatures. 2. Theoretical and Experimental Hygroscopic Properties of Laboratory Generated Aerosols, Environ. Sci. Technol., 36, 63&amp;ndash;68, 2002. </reference>
		<reference numeration="20" content_type="text"> Hänel, G.: The properties of atmospheric aerosol particles as functions of the relative humidity at thermodynamic equilibrium with the surrounding moist air, Adv. Geophys., 19, 73&amp;ndash;188, 1976. </reference>
		<reference numeration="21" content_type="text"> Hudson, J. G.: An Instantaneous CCN Spectrometer, J. Atmos. Oceanic Technol., 6, 1055&amp;ndash;1065, 1989. </reference>
		<reference numeration="22" content_type="text"> Hudson, J. G.: Cloud Condensation Nuclei, J. Appl. Meteorol., 32, 596&amp;ndash;607, 1993. </reference>
		<reference numeration="23" content_type="text"> Hudson, J. G. and Xie, Y.: Vertical distributions of cloud condensation nuclei spectra over the summertime northeast Pacific and Atlantic Oceans, J. Geophys. Res., 104, 30 219&amp;ndash;30 229, 1999. </reference>
		<reference numeration="24" content_type="text"> Hudson, J. G. and Yum, S. S.: Cloud condensation nuclei spectra and polluted and clean clouds over the Indian Ocean, J. Geophys. Res., 107, 8022, doi:10.1029/2001JD000829, 2002. </reference>
		<reference numeration="25" content_type="text"> IAPSAG: International aerosol precipitation science assessment group (IAPSAG): Aerosol pollution impact on precipitation: a scientific review, 2007. </reference>
		<reference numeration="26" content_type="text"> IPCC: Climate Change 2007: The Physical Science Basis: Summary for Policymakers. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, 2007. </reference>
		<reference numeration="27" content_type="text"> Khain, A., Rosenfeld, D., and Pokrovsky, A.: Aerosol impact on the dynamics and microphysics of deep convective clouds, Q. J. R. Meteorol. Soc., 131, 2639&amp;ndash;2663, 2005. </reference>
		<reference numeration="28" content_type="text"> Koehler, K. A., Kreidenweis, S. M., DeMott, P. J., Prenni, A. J., Carrico, C. M., Ervens, B., and Feingold, G.: Water activity and activation diameters from hygroscopicity data&amp;ndash;Part II: Application to organic species, Atmos. Chem. Phys., 6, 795&amp;ndash;809, 2006. </reference>
		<reference numeration="29" content_type="text"> Köhler, H.: The nucleus in and the growth of hygroscopic droplets: Trans. Faraday Soc., 32, 1152&amp;ndash;1161, 1936. </reference>
		<reference numeration="30" content_type="text"> Krämer, L., Pöschl, U., and Niessner, R.: Microstructural rearrangement of sodium chloride condensation aerosol particles on interaction with water vapor, J. Aerosol Sci., 31, 673&amp;ndash;685, 2000. </reference>
		<reference numeration="31" 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&amp;ndash;Part I: Theory and application to inorganic salts, Atmos. Chem. Phys., 5, 1357&amp;ndash;1370, 2005. </reference>
		<reference numeration="32" content_type="text"> Lance, S., Medina, J., Smith, J. N., and Nenes, A.: Mapping the Operation of the DMT Continuous Flow CCN Counter, Aerosol Sci. Technol., 40, 242&amp;ndash;254, 2006. </reference>
		<reference numeration="33" content_type="text"> Lohmann, U. and Feichter, J.: Global indirect aerosol effects: a review: Atmos. Chem. Phys., 5, 715&amp;ndash;737, 2005. </reference>
		<reference numeration="34" content_type="text"> Low, R. D. H.: A theoretical study of nineteen condensation nuclei, Journal de Recherches Atmospheriques, 4, 65&amp;ndash;78, 1969. </reference>
		<reference numeration="35" content_type="text"> McDonald, J. E.: Erroneous cloud-physics applications of Raoult Law., J. Meteorol., 10, 68&amp;ndash;78, 1953. </reference>
		<reference numeration="36" 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, 2593&amp;ndash;2649, 2006. </reference>
		<reference numeration="37" content_type="text"> Mikhailov, E., Vlasenko, S., Niessner, R., and Pöschl, U.: Interaction of aerosol particles composed of protein and salts with water vapor: hygroscopic growth and microstructural rearrangement, Atmos. Chem. Phys., 4, 323&amp;ndash;350, 2004. </reference>
		<reference numeration="38" content_type="text"> Mokbel, I., Ye, S., Jose, J., and Xans, P.: Study of non ideality of various aqueous sodium chloride solutions by vapor pressures measurements and correlation of experimental results by Pitzer&apos;s method, J. Chim. Phys., 94, 122&amp;ndash;137, 1997. </reference>
		<reference numeration="39" content_type="text"> Pitzer, K. S. and Mayorga, G.: Thermodynamics of electrolytes. II. Activity and osmotic coefficients for strong electrolytes with one or both ions univalent, J. Phys. Chem., 77, 2300&amp;ndash;2308, 1973. </reference>
		<reference numeration="40" content_type="text"> Pradeep Kumar, P., Broekhuizen, K., and Abbatt, J. P. D.: Organic acids as cloud condensation nuclei: Laboratory studies of highly soluble and insoluble species, Atmos. Chem. Phys., 3, 509&amp;ndash;520, 2003. </reference>
		<reference numeration="41" content_type="text"> Pruppacher, H. R. and Klett, J. D: Microphysics of clouds and precipitation. Dordrecht: Kluwer Academic Publishers, 2007. </reference>
		<reference numeration="42" content_type="text"> Raymond, T. M. and Pandis, S. N.: Formation of cloud droplets by multicomponent organic particles, J. Geophys. Res., 108, 4469, doi:10.1029/2003JD003503, 2003. </reference>
		<reference numeration="43" content_type="text"> Reade, L., Jennings, S. G., and McSweney, G.: Cloud condensation nuclei measurements at Mace Head, Ireland, over the period 1994&amp;ndash;2002, Atmos. Res., 82, 610&amp;ndash;621, 2006. </reference>
		<reference numeration="44" content_type="text"> Roberts, G., Mauger, G., Hadley, O., and Ramanathan, V.: North American and Asian aerosols over the eastern Pacific Ocean and their role in regulating cloud condensation nuclei, J. Geophys. Res., 111, D13205, doi:10.1029/2005JD006661, 2006. </reference>
		<reference numeration="45" content_type="text"> Roberts, G. C. and Nenes, A.: A Continuous-Flow Streamwise Thermal-Gradient CCN Chamber for Atmospheric Measurements, Aerosol Sci. Technol., 39, 206-221, 2005. </reference>
		<reference numeration="46" content_type="text"> Robinson, R. A. and Stokes, R. H.: Electrolyte Solutions, (revised), London: Butterworth, 1959. </reference>
		<reference numeration="47" content_type="text"> Rosenfeld, D. and Givati, A.: Evidence of orographic precipitation suppression by air pollution-induced aerosols in the western United States, J. Appl. Meteorol. Climatol., 45, 893&amp;ndash;911, 2006. </reference>
		<reference numeration="48" content_type="text"> Scheibel, H. G. and Porstendörfer, J.: Generation of monodisperse Ag-and NaCl-aerosols with particle diameters between 2 and 300 nm, J. Aerosol Sci., 14, 113&amp;ndash;126, 1983. </reference>
		<reference numeration="49" content_type="text"> Segal, Y. and Khain, A.: Dependence of droplet concentration on aerosol conditions in different cloud types: Application to droplet concentration parameterization of aerosol conditions, J. Geophys. Res., 111, D15204, doi:10.1029/2005JD006561, 2006. </reference>
		<reference numeration="50" content_type="text"> Segal, Y., Khain, A., Pinsky, M., and Sterkin, A.: Sensitivity of raindrop formation in ascending cloud parcels to cloud condensation nuclei and thermodynamic conditions, Q. J. R. Meteorol. Soc., 130, 561&amp;ndash;581, 2004. </reference>
		<reference numeration="51" content_type="text"> Seinfeld, J. H. and Pandis, S. N.: Atmospheric Chemistry and Physics: From Air Pollution to Climate Change. New York: John Wiley &amp; Sons, Inc., 1998. </reference>
		<reference numeration="52" content_type="text"> Snider, J. R., Guibert, S., Brenguier, J.-L., and Putaud, J.-P.: Aerosol activation in marine stratocumulus clouds: 2. Köhler and parcel theory closure studies, J. Geophys. Res., 108, 8629, doi:10.1029/2002JD002692, 2003. </reference>
		<reference numeration="53" content_type="text"> Snider, J. R., Petters, M. D., Wechsler, P., and Liu, P. S. K.: Supersaturation in the Wyoming CCN Instrument, J. Atmos. Oceanic Technol., 23, 1323&amp;ndash;1339, 2006. </reference>
		<reference numeration="54" content_type="text"> Tang, I. N.: Chemical and size effects of hygroscopic aerosols on light scattering coefficients, J. Geophys. Res., 101, 19 245&amp;ndash;19 250, 1996. </reference>
		<reference numeration="55" content_type="text"> Tang, I. N. and Munkelwitz, H. R.: Water activities, densities, and refractive indices of aqueous sulfates and sodium nitrate droplets of atmospheric importance, J. Geophys. Res., 99, 18 801&amp;ndash;18 808, 1994. </reference>
		<reference numeration="56" content_type="text"> Weast, R. C. and Astle, M. J.: CRC Handbook of Chemistry and Physics, 63rd. Florida: CRC Press Inc., 1982. </reference>
		<reference numeration="57" content_type="text"> Wex, H., Kiselev, A., Stratmann, F., Zoboki, J., and Brechtel, F.: Measured and modeled equilibrium sizes of NaCl and (NH4)2SO4 particles at relative humidities up to 99.1%, J. Geophys. Res., 110, D21212, doi:10.1029/2004JD005507, 2005. </reference>
		<reference numeration="58" content_type="text"> Wiedensohler, A.: An approximation of the bipolar charge distribution for particles in the submicron size range, J. Aerosol Sci., 19, 387&amp;ndash;389, 1988. </reference>
		<reference numeration="59" content_type="text"> Willeke, K. and Baron, P. A.: Aerosol Measurement: Principles, Techniques, and Applications. (2nd ed.). New York: John Wiley &amp; Sons, Inc., 2001. </reference>
		<reference numeration="60" content_type="text"> Young, K. C. and Warren, A. J.: A reexamination of the derivation of the equilibrium supersaturation curve for soluble particles, J. Atmos. Sci., 49, 1138&amp;ndash;1143, 1992. </reference>
	</references>
</article>

