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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>9</volume_number>
		<issue_number>4</issue_number>
		<publication_year>2009</publication_year>
	</journal>
	<doi>10.5194/acpd-9-15375-2009</doi>
	<article_url>http://www.atmos-chem-phys-discuss.net/9/15375/2009/</article_url>
	<abstract_html>http://www.atmos-chem-phys-discuss.net/9/15375/2009/acpd-9-15375-2009.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys-discuss.net/9/15375/2009/acpd-9-15375-2009.pdf</fulltext_pdf>
	<start_page>15375</start_page>
	<end_page>15421</end_page>
	<publication_date>2009-07-17</publication_date>
	<article_title content_type="html">Chemical composition of ambient aerosol, ice residues and cloud droplet residues in mixed-phase clouds: single particle analysis during the Cloud and Aerosol Characterization Experiment (CLACE 6)</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>M. Kamphus</name>
		</author>
		<author numeration="2" affiliations="2,5">
			<name>M. Ettner-Mahl</name>
		</author>
		<author numeration="3" affiliations="2">
			<name>F. Drewnick</name>
		</author>
		<author numeration="4" affiliations="3">
			<name>L. Keller</name>
		</author>
		<author numeration="5" affiliations="3,6">
			<name>D. J. Cziczo</name>
		</author>
		<author numeration="6" affiliations="4">
			<name>S. Mertes</name>
		</author>
		<author numeration="7" affiliations="1,2">
			<name>S. Borrmann</name>
		</author>
		<author numeration="8" affiliations="1,7">
			<name>J. Curtius</name>
			<email>curtius@iau.uni-frankfurt.de</email>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Institute for Atmospheric Physics, Johannes Gutenberg University, Mainz, Germany</affiliation>
		<affiliation numeration="2" content_type="html">Max Planck Institute for Chemistry, Mainz, Germany</affiliation>
		<affiliation numeration="3" content_type="html">Institute for Atmospheric and Climate Science, ETH Zurich, Zurich, Switzerland</affiliation>
		<affiliation numeration="4" content_type="html">Leibniz Institute for Tropospheric Research, Leipzig, Germany</affiliation>
		<affiliation numeration="5" content_type="html">now at: Boehringer Ingelheim Pharma GmbH &amp; Co KG, Ingelheim am Rhein, Germany</affiliation>
		<affiliation numeration="6" content_type="html">now at: Atmospheric Science &amp; Global Change Division, Pacific Northwest National Laboratory, Richland, WA, USA</affiliation>
		<affiliation numeration="7" content_type="html">now at: Institute for Atmospheric and Environmental Sciences, J. W. Goethe-University Frankfurt, Frankfurt am Main, Germany</affiliation>
	</affiliations>
	<abstract content_type="html">Two different single particle mass spectrometers were operated in parallel
at the Swiss High Alpine Research Station Jungfraujoch (JFJ, 3580 m a.s.l.)
during the Cloud and Aerosol Characterization Experiment (CLACE 6) in
February and March 2007. During mixed phase cloud events ice crystals from 5 Î¼m
up to 20 Î¼m were separated from large ice aggregates,
non-activated, interstitial aerosol particles and supercooled droplets using
an Ice-Counterflow Virtual Impactor (Ice-CVI). During one cloud period
supercooled droplets were additionally sampled and analyzed by changing the
Ice-CVI setup. The small ice particles and droplets were evaporated by
injection into dry air inside the Ice-CVI. The resulting ice and droplet
residues (IR and DR) were analyzed for size and composition by two single
particle mass spectrometers: a custom-built Single Particle Laser-Ablation
Time-of-Flight Mass Spectrometer (SPLAT) and a commercial Aerosol Time of
Flight Mass Spectrometer (ATOFMS, TSI Model 3800). During CLACE 6 the SPLAT
instrument characterized 355 individual ice residues that produced a mass
spectrum for at least one polarity and the ATOFMS measured 152 particles.
The mass spectra were binned in classes, based on the combination of
dominating substances, such as mineral dust, sulfate, potassium and
elemental carbon or organic material. The derived chemical information from
the ice residues is compared to the JFJ ambient aerosol that was sampled
while the measurement station was out of clouds (several thousand particles
analyzed by SPLAT and ATOFMS) and to the composition of the residues of
supercooled cloud droplets (SPLAT: 162 cloud droplet residues analyzed,
ATOFMS: 1094). The measurements showed that mineral dust particles were
strongly enhanced in the ice particle residues. 57% of the SPLAT spectra
from ice residues were dominated by signatures from mineral compounds, and
78% of the ATOFMS spectra. Sulfate and nitrate containing particles were
strongly depleted in the ice residues. Sulfate was found to dominate the
droplet residues (~90% of the particles). The results from the two
different single particle mass spectrometers were generally in agreement.
Differences in the results originate from several causes, such as the
different wavelength of the desorption and ionisation lasers and different
size-dependent particle detection efficiencies.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Abbatt, J. P. D., Benz, S., Cziczo, D. J., Kanji, Z., Lohmann, U., and MÃ¶hler, O.: Solid ammonium sulfate aerosols as ice nuclei: a pathway for cirrus cloud formation, Science, 313, 1770â€“1773, 2006. </reference>
		<reference numeration="2" content_type="text"> Borys, R. D. and Duce, R. A.: Relationships among lead, iodine, trace metals and ice nuclei in a coastal urban atmosphere. J. Appl. Meteorol., 18, 1490â€“1494, 1979. </reference>
		<reference numeration="3" content_type="text"> Bundke, U., Nillius, B., Jaenicke, R., Wetter, T., Klein, H., and Bingemer, H.: The Fast Ice Nucleus Chamber FINCH, Atmos. Res., 90, 180â€“186, 2008. </reference>
		<reference numeration="4" content_type="text"> Cantrell, W. and Heymsfield, A.: Production of ice in tropospheric clouds, B. Am. Meteorol. Soc., 86, 795â€“807, 2005. </reference>
		<reference numeration="5" content_type="text"> Canagaratna, M. R., Jayne, J. T., Jimenez, J. L., Allan, J. D., Alfarra, M. R., Zhang, Q., Onasch, T. B., Drewnick, F., Coe, H., Middlebrook, A., Delia, A., Williams, L. R., Trimborn, A. M., Northway, M. J., DeCarlo, P. F., Kolb, C. E., Davidovits, P., and Worsnop, D. R.: Chemical and microphysical characterization of ambient aerosols with the Aerodyne Aerosol Mass Spectrometer, Mass Spec. Rev., 26, 185â€“222, 2007. </reference>
		<reference numeration="6" content_type="text"> Coen, M. C., Weingartner, E., Nyeki, S., Cozic, J., Henning, S., Verheggen, B., Gehrig, R., and Baltensperger, U.: Long-term trend analysis of aerosol variables at the high-alpine site Jungfraujoch, J. Geophys. Res., 112, doi:10.1029/2006JD007995, 2007. </reference>
		<reference numeration="7" content_type="text"> Cozic, J., Verheggen, B., Mertes, S., Connolly, P., Bower, K., Petzold, A., Baltensperger, U., and Weingartner, E.: Scavenging of black carbon in mixed phase clouds at the high alpine site Jungfraujoch, Atmos. Chem. Phys., 7, 1797â€“1807, 2007. </reference>
		<reference numeration="8" content_type="text"> Cozic, J., Mertes, S., Verheggen, B., D, Cziczo, D. J., Gallavardin, S. J., Walter, S., Baltensperger, U., and Weingartner, E., Black carbon enrichment in atmospheric ice particle residuals observed in lower tropospheric mixed-phase clouds, J. Geophys. Res., 113, doi:10.1029/2007JD009266, 2008. </reference>
		<reference numeration="9" content_type="text"> Cziczo, D. J., DeMott, P. J. Brock, C., Hudson, P. K., Jesse, B., Kreidenweiss, S. M., Prenni, A. J., Schreiner, J., Thomson, D. S., and Murphy, D. M.: A method for single particle mass spectrometry of ice nuclei, Aerosol Sci. Technol., 37, 460â€“470, 2003. </reference>
		<reference numeration="10" content_type="text"> Cziczo, D. J., Murphy, D. M., Hudson, P. K., and Thomson, D. S.: Single particle measurement of the chemical composition of cirrus ice residue during CRYSTAL-FACE, J. Geophys. Res., 109, doi:10.1029/2003JD004032, 2004. </reference>
		<reference numeration="11" content_type="text"> Cziczo, D. J., Thomson, D. S., Thompson, T. L., DeMott, P. J., and Murphy, D. M.: Particle analysis by laser mass spectrometry (PALMS) studies of ice nuclei and other low number density particles, Int. J. Mass Spec., 258, 21â€“29, 2006. </reference>
		<reference numeration="12" content_type="text"> Cziczo, D. J., Stetzer, O., Worringen, A., Ebert, M., Weinbruch, S., Kamphus, M., Gallavardin, S. J., Curtius, J., Borrmann, S., Froyd, K. D., Mertes, S., MÃ¶hler, O., and Lohmann, U.: Inadvertent Climate Modification Due to Anthropogenic Lead, Nature Geoscience, 2, 333â€“336, doi:101038/NGEO499, 2009. </reference>
		<reference numeration="13" content_type="text"> DeMott, P. J., Cziczo, D. J., Prenni, A. J., Murphy, D. M., Kreidenweis, S. M., Thomson, D. S., Borys, R., and Rogers, D. C.: Measurements of the concentration and composition of nuclei for cirrus formation, PNAS, 100, 14655â€“14660, 2003. </reference>
		<reference numeration="14" content_type="text"> Detwiler, A. G. and Vonnegut, B.: Humidity required for ice nucleation from the vapor onto silver iodide and lead aerosols over the temperature range &amp;minus;6 to &amp;minus;67 C, J. Appl. Meteor., 20, 1006â€“1012, 1981. </reference>
		<reference numeration="15" content_type="text"> Durant, A. J. and Shaw, R. A.: Evaporation freezing by contact nucleation inside-out, Geophys. Res. Lett., 32, L20814, doi:10.1029/2005GL024175, 2005. </reference>
		<reference numeration="16" content_type="text"> Ettner, M., Mitra, S. K., and Borrmann, S.: Heterogeneous freezing of single sulfuric acid solution droplets: laboratory experiments utilizing an acoustic levitator, Atmos. Chem. Phys., 4, 1925â€“1932, 2004. </reference>
		<reference numeration="17" content_type="text"> Field, P. R., MÃ¶hler, O., Connolly, P., Krämer, M., Cotton, R., Heymsfield, A. J., Saathoff, H., and Schnaiter, M.: Some ice nucleation characteristics of Asian and Saharan desert dust, Atmos. Chem. Phys., 6, 2991â€“3006, 2006. </reference>
		<reference numeration="18" content_type="text"> Fusina, F., Spichtinger, P., and Lohmann, U.: Impact of ice supersaturated regions and thin cirrus on radiation in the midlatitudes, J. Geophys. Res., 112, D24S14, doi:10.1029/2007JD008449. </reference>
		<reference numeration="19" content_type="text"> Gallavardin, S., Lohmann, U., and Cziczo, D. J.: Analysis and Differentiation of Mineral Dust by Single Particle Laser Mass Spectrometry, Int. J. Mass Spec., 274, 56â€“63, 2008. </reference>
		<reference numeration="20" content_type="text"> Gard, E., Mayer, J. E., Morrical, B. D., Dienes, T., Fergenson, D. P., and Prather, K. A.: Real-Time Analysis of Individual Atmospheric Aerosol Particles: Design and Performance of a Portable ATOFMS, Anal. Chem., 69, 4083â€“4091, 1997. </reference>
		<reference numeration="21" content_type="text"> Gross, D. S., Schauer, J. J., Chen, L., Ramakrishnan, R., Ritz, A., Smith, T., and Musicant, D. R.: Enchilada: A Data-Mining Application for the Analysis of Atmospheric Mass Spectrometry Data, Poster presentation and published abstract, International Aerosol Conference, St. Paul, MN, USA, 2006. </reference>
		<reference numeration="22" content_type="text"> Herich, H., Kammermann, L., Gysel, M., Weingartner, E., Baltensperger, U., Lohmann, U., and Cziczo, D. J.: In-situ determination of atmospheric aerosol composition as a function of hygroscopic growth, J. Geophys. Res., 113, D16213, doi:10.1029/2008JD009954, 2008. </reference>
		<reference numeration="23" content_type="text"> Hinz, K.-P., Greweling, M., Drews, F., and Spengler, B.: Data Processing in On-line Laser Mass Spectrometry of Inorganic, Organic, or Biological Airborne Particles, J. Am. Soc. Mass Spectrom., 10, 648â€“660, 1999. </reference>
		<reference numeration="24" content_type="text"> Hinz, K.-P., Trimborn, A., Weingartner, E., Hennig, S., Baltensperger, U., and Spengler, B.: Aerosol single particle composition at the Jungfraujoch, J. Aerosol Sci., 36, 123â€“145, 2005. </reference>
		<reference numeration="25" content_type="text"> Hinz, K.-P. and Spengler, B.: Instrumentation, data evaluation and quantification in on-line aerosol mass spectrometry, J. Mass Spec., 42, 843â€“860, 2007. </reference>
		<reference numeration="26" content_type="text"> Hudson, P. K., Murphy, D. M., Cziczo, D. J., Thomson, D. S., de Gouw, J. A., Warneke, C., Holloway, J., Jost, H.-J., and HÃ¼bler, G.: Biomass burning particle measurements: characteristic composition and chemical processing, J. Geophys. Res., 109, D23S27, doi:10.1029/2003JD004398, 2004. </reference>
		<reference numeration="27" content_type="text"> Johnston, M. V.: Sampling and analysis of individual particles by aerosol mass spectrometry, J. Mass Spec., 35, 585â€“595, 2000. </reference>
		<reference numeration="28" content_type="text"> Koop, T., Luo, B., Tsias, A., and Peter, T.: Water activity as the determinant for homogeneous ice nucleation in aqueous solutions, Nature, 406, 611â€“614, 2000. </reference>
		<reference numeration="29" content_type="text"> Kamphus, M., Ettner-Mahl, M., Brands, M., Curtius, J., Drewnick, F., and Borrmann, S.: Comparison of two aerodynamic lenses as an inlet for a single particle laser ablation mass spectrometer, Aerosol Sci. Technol., 42, 970â€“980, 2008. </reference>
		<reference numeration="30" content_type="text"> Lau, K. M. and Wu, H. T.: Warm rain processes over tropical oceans and climate implications, Geophys. Res. Lett., 30, 2390, doi:10.1029/2003GL018567, 2003. </reference>
		<reference numeration="31" content_type="text"> Liu, P., Ziemann, P. J., Kittelson, D. B., and McMurry, P. H.: Generating Particle Beams of Controlled Dimensions and Divergence: I. Theory of Particle Motion in Aerodynamic Lenses and Nozzle Expansions, Aerosol Sci. Technol., 22, 293â€“313, 1995. </reference>
		<reference numeration="32" content_type="text"> Liu, P., Ziemann, P. J., Kittelson, D. B., and McMurry, P. H.: Generating Particle Beams of Controlled Dimensions and Divergence: II. Experimental Evaluation of Particle Motion in Aerodynamic Lenses and Nozzle Expansions, Aerosol Sci. Technol., 22, 293â€“313, 1995. </reference>
		<reference numeration="33" content_type="text"> Maulik, U. and Bandyopadhyay, S.: Performance Evaluation of Some Clustering Algorithm and Validity Indices, IEEE Transactions on Pattern Analysis and Machine Intelligence, 24, 1650â€“1654, 2002. </reference>
		<reference numeration="34" content_type="text"> Mertes, S., Verheggen, B., Walter, S., Connolly, P., Ebert, M., Schneider, J., Bower, K. N., Cozic, J., Weinbruch, S., Baltensperger, U., and Weingartner, E.: Counterflow virtual impactor based collection of small ice particles in mixed-phase clouds for the physico-chemical characterization of tropospheric ice nuclei: sampler description and first case study, Aerosol Sci. Technol., 41, 848â€“864, 2007. </reference>
		<reference numeration="35" content_type="text"> Mierswa, I., Wurst, M., Klinkenberg, R., Scholz, M., and Euler, T.: YALE: Rapid Prototyping for Complex Data Mining Tasks, in Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-06), 2006. </reference>
		<reference numeration="36" content_type="text"> MÃ¶hler, O., DeMott, P. J., Vali, G., and Levin, Z.: Microbiology and atmospheric processes: the role of biological particles in cloud physics, Biogeosciences, 4, 1059â€“1071, 2007. </reference>
		<reference numeration="37" content_type="text"> Murphy, D. M., Cziczo, D. J., Hudson, P. K., Thomson, D. S., Wilson, J. C., Kojima, T., and Buseck, P. R.: Particle Generation and Resuspension in Aircraft Inlets when Flying in Clouds, Aerosol Sci. Technol., 38, 401â€“409, 2004. </reference>
		<reference numeration="38" content_type="text"> Murphy, D. M., Cziczo, D. J., Froyd, K. D., Hudson, P. K., Matthew, B. M., Middlebrook, A. M., Peltier, R. E., Sullivan, A., Thomson, D. S., and Weber, R. J.: Single-particle mass spectrometry of tropospheric aerosol particles, J. Geophys. Res., 111, D23S32, doi:10.1029/2006JD007340, 2006. </reference>
		<reference numeration="39" content_type="text"> Murphy, D. M.: The design of single particle laser mass spectrometers, Mass Spec. Rev., 26, 150â€“165, 2007. </reference>
		<reference numeration="40" content_type="text"> Pratt, K. A., DeMott, P. J., French, J. R., Wang, Z., Westphal, D. L., Heymsfield, A. J., Twohy, C. H., Prenni, A. J., and Prather, K. A.: In situ detection of biological particles in cloud ice-crystals, Nature Geoscience, 2, 398â€“401, doi:10.1038/NGEO521, 2009. </reference>
		<reference numeration="41" content_type="text"> Prenni, A. J., Petters, M. D., Kreidenweis, S. M., Heald, C. L., Martin, S. T., Artaxo, P., Garland, R. G., Wollny, A. G., and Poschl, U.: Relative roles of biogenic emissions and Saharan dust as ice nuclei in the Amazon basin, Nature Geoscience, 2, 402â€“405, doi:10.1038/NGEO517, 2009. </reference>
		<reference numeration="42" content_type="text"> Posfai, M., Simonics, R., Li, J., Hobbs, P. V., and Buseck, P. R.: Individual aerosol particles from biomass-burning in southern Africa: 1. Compositions and size distributions of carbonaceous particles, J. Geophys. Res., 108, 8483, doi:10.1029/2002JD002291, 2003. </reference>
		<reference numeration="43" content_type="text"> Pruppacher, H. R. and Klett, J. D.: Microphysics of Clouds and Precipitation, Kluwer Academic Publishers, Dordrecht, The Netherlands, 1997. </reference>
		<reference numeration="44" content_type="text"> Rebotier, P. T. and Prather, K. A.: Aerosol time-of-flight mass spectrometry data analysis: A benchmark of clustering algorithms, Analytica Chimica Acta, 585, 38â€“54, 2007. </reference>
		<reference numeration="45" content_type="text"> Rogers, D. C., DeMott, P. J., Kreidenweis, S. M., and Chen, Y.: A Continuous-Flow Diffusion Chamber for Airborne Measurements of Ice Nuclei, J. Atmos. Oceanic Tech., 18, 725â€“741, 2001. </reference>
		<reference numeration="46" content_type="text"> Salam, A., Lohmann, U., Crenna, B., Lesins, G., Klages, P., Rogers, D., Irani, R., MacGillivray, A., and Coffin, M.: Ice nucleation studies of mineral dust particles with a new Continuous Flow Diffusion Chamber, Aerosol Sci. Technol., 40, 134â€“143, 2006. </reference>
		<reference numeration="47" content_type="text"> Schaefer, V. J.: Silver and lead iodides as ice-crystal nuclei, J. Meteorol. 11, 417â€“419, 1954. </reference>
		<reference numeration="48" content_type="text"> Schaefer, V. J.: Ice nuclei from automobile exhaust and iodine vapor, Science, 154, 1555â€“1557, 1966. </reference>
		<reference numeration="49" content_type="text"> Schoolcraft, T. A., Constable, G. S., Zhigilei, L. V., and Garrison, B. J.: Molecular dynamics simulation of the laser disintegration of aerosol particles, Anal. Chem., 72, 5143â€“5150, 2000. </reference>
		<reference numeration="50" content_type="text"> Schreiner, J., Schild, U., Voigt, C., and Mauersberger, K.: Focusing of aerosols into a particle beam at pressures from 10 to 150 torr, Aerosol Sci. Technol., 31, 373â€“382, 1999. </reference>
		<reference numeration="51" content_type="text"> SchwarzenbÃ¶ck, A., Heintzenberg, J., and Mertes, S.: Incorporation of aerosol particles between 25 and 850 nanometers into cloud elements: Measurement with a new complementary sampling system, Atmos. Res., 52, 241â€“260, 2000. </reference>
		<reference numeration="52" content_type="text"> Stetzer, O., Baschek, B., LÃ¼Ã¶nd, F., and Lohmann, U.: The Zurich Ice Nucleation Chamber (ZINC) - A New Instrument to Investigate Atmospheric Ice Formation, Aerosol Sci. Technol., 42, 64â€“74, 2008. </reference>
		<reference numeration="53" content_type="text"> Targino, A. C., Krejci, R., Noone, K. J., and Glantz, P.: Single particle analysis of ice crystal residuals observed in orographic wave clouds over Scandinavia during INTACC experiment, Atmos. Chem. Phys., 6, 1977â€“1990, 2006. </reference>
		<reference numeration="54" content_type="text"> Thomson, D. S. and Murphy, D. M.: Laser-induced ion formation thresholds of aerosol particles in a vacuum, Appl. Optics, 32, 6818â€“6826, 1993. </reference>
		<reference numeration="55" content_type="text"> Thomson, D. S., Middlebrook, A. M., and Murphy, D. M.: Thresholds for laser-induced ion formation from aerosols in a vacuum using ultraviolet and vacuum-ultraviolet laser wavelengths, Aerosol Sci. Technol., 26, 544â€“559, 1997. </reference>
		<reference numeration="56" content_type="text"> Vali, G.: Repeatability and randomness in heterogeneous freezing nucleation, Atmos. Chem. Phys., 8, 5017â€“5031, 2008. </reference>
		<reference numeration="57" content_type="text"> Von Blohn, N., Mitra, S. K, Diehl, K., and Borrmann, S.: The ice nucleating ability of pollen. Part III: New laboratory studies in immersion and contact freezing modes including more pollen types, Atmos. Res., 78, 182â€“189, 2005. </reference>
		<reference numeration="58" content_type="text"> Zelenyuk, A., Imre, D., Cai, Y., Mueller, K., Han, Y., and Imrich, P.: SpectraMiner, an interactive data mining and visualization software for single particle mass spectroscopy: A laboratory test case, Int. J. Mass Spec., 258, 58â€“73, 2006. </reference>
		<reference numeration="59" content_type="text"> Zhao, W., Hopke, P. K., Qin, X., and Prather, K. A.: Predicting bulk ambient aerosol compositions from ATOFMS data with ART-2a and multivariate analysis, Analytica Chimica Acta, 549, 179â€“187, 2005. </reference>
		<reference numeration="60" content_type="text"> Zhou, L., Hopke, P. K., and Venkatachari, P.: Cluster analysis of single particle mass spectra measured at Flushing, NY, Analytica Chimica Acta, 555, 47â€“56, 2006. </reference>
	</references>
</article>

