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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>7</volume_number>
		<issue_number>3</issue_number>
		<publication_year>2007</publication_year>
	</journal>
	<doi>10.5194/acpd-7-7171-2007</doi>
	<article_url>http://www.atmos-chem-phys-discuss.net/7/7171/2007/</article_url>
	<abstract_html>http://www.atmos-chem-phys-discuss.net/7/7171/2007/acpd-7-7171-2007.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys-discuss.net/7/7171/2007/acpd-7-7171-2007.pdf</fulltext_pdf>
	<start_page>7171</start_page>
	<end_page>7233</end_page>
	<publication_date>2007-05-30</publication_date>
	<article_title content_type="html">Aerosol absorption and radiative forcing</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>P. Stier</name>
			<email>philip.stier@caltech.edu</email>
		</author>
		<author numeration="2" affiliations="1,2">
			<name>J. H. Seinfeld</name>
		</author>
		<author numeration="3" affiliations="3">
			<name>S. Kinne</name>
		</author>
		<author numeration="4" affiliations="4">
			<name>O. Boucher</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Department of Environmental Science and Engineering, California Institute of Technology, Pasadena, USA</affiliation>
		<affiliation numeration="2" content_type="html">Department of Chemical Engineering, California Institute of Technology, Pasadena, USA</affiliation>
		<affiliation numeration="3" content_type="html">Aerosols, Clouds, and Climate, Max Planck Institute of Meteorology, Hamburg, Germany</affiliation>
		<affiliation numeration="4" content_type="html">Met Office Hadley Centre for Climate Change, Exeter, UK</affiliation>
	</affiliations>
	<abstract content_type="html">We present a comprehensive examination of aerosol absorption with a focus on
evaluating the sensitivity of the global distribution of aerosol absorption
to key uncertainties in the process representation. For this purpose we
extended the comprehensive aerosol-climate model ECHAM5-HAM by effective
medium approximations for the calculation of aerosol effective refractive
indices, updated black carbon refractive indices, new cloud radiative
properties considering the effect of aerosol inclusions, as well as by
modules for the calculation of long-wave aerosol radiative properties and
instantaneous aerosol forcing. The evaluation of the simulated aerosol
absorption optical depth with the AERONET sun-photometer network shows a good
agreement in the large scale global patterns. On a regional basis it becomes
evident that the update of the BC refractive indices to
Bond and Bergstrom (2006) significantly improves the previous
underestimation of the aerosol absorption optical depth. In the global
annual-mean, absorption acts to reduce the short-wave anthropogenic aerosol
top-of-atmosphere (TOA) radiative forcing clear-sky from &amp;ndash;0.79 to
&amp;ndash;0.53 W m&lt;sup&gt;&amp;minus;2&lt;/sup&gt; (33%) and all-sky from &amp;ndash;0.47 to &amp;ndash;0.13 W m&lt;sup&gt;&amp;minus;2&lt;/sup&gt; (72%). Our results confirm that basic assumptions about the BC
refractive index play a key role for aerosol absorption and radiative
forcing. The effect of the usage of more accurate effective medium
approximations is comparably small. We demonstrate that the diversity in the
AeroCom land-surface albedo fields contributes to the uncertainty in the
simulated anthropogenic aerosol radiative forcings: the usage of an upper
versus lower bound of the AeroCom land albedos introduces a global
annual-mean TOA forcing range of 0.19 W m&lt;sup&gt;&amp;minus;2&lt;/sup&gt; (36%) clear-sky and
of 0.12 W m&lt;sup&gt;&amp;minus;2&lt;/sup&gt; (92%) all-sky. The consideration of black carbon
inclusions on cloud radiative properties results in a small global
annual-mean all-sky absorption of 0.05 W m&lt;sup&gt;&amp;minus;2&lt;/sup&gt; and a positive TOA
forcing perturbation of 0.02 W m&lt;sup&gt;&amp;minus;2&lt;/sup&gt;. The long-wave aerosol
radiative effects are small for anthropogenic aerosols but become of
relevance for the larger natural dust and sea-salt aerosols.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Ackerman, A., Toon, O., Stevens, D., Heymsfield, A., Ramanathan, V., and Welton, E.: Reduction of tropical cloudiness by soot, Science, 288, 1042&amp;ndash;1047, 2000. </reference>
		<reference numeration="2" content_type="text"> Ackerman, T P. and Toon, O B.: Absorption of visible radiation in atmosphere containing mixtures of absorbing and non-absorbing particles, Appl. Opt., 20, 3661&amp;ndash;3668, 1981. </reference>
		<reference numeration="3" content_type="text"> Albrecht, B A.: Aerosols, cloud microphysics, and fractional cloudiness, Science, 245, 1227&amp;ndash;1230, 1989. </reference>
		<reference numeration="4" content_type="text"> Andreae, M O. and Gelencsér, A.: Black carbon or brown carbon? The nature of light-absorbing carbonaceous aerosols, Atmos. Chem. Phys., 6, 3131&amp;ndash;3148, 2006. </reference>
		<reference numeration="5" content_type="text"> &amp;Aring;ngström, A.: Atmospheric turbidity, global illumination and planetary albedo of the earth, Tellus, 14, 435&amp;ndash;450, 1962. </reference>
		<reference numeration="6" content_type="text"> Aspnes, D E.: Local-field effects and effective-medium theory: A microscopic perspective, Am. J. Phys., 50, 704&amp;ndash;709, 1982. </reference>
		<reference numeration="7" content_type="text"> Bakan, S., Chlond, A., Cubasch, U., Feichter, J., Graf, H., Grassl, H., Hasselmann, K., Kirchner, I., Latif, M., Roeckner, E., Sausen, R., Schlese, U., Schriever, D., Schult, I., Schumann, U., Sielmann, F., and Welke, W.: Climate response to smoke from the burning oil-wells in Kuwait, Nature, 351, 367&amp;ndash;371, 1991. </reference>
		<reference numeration="8" content_type="text"> Balkanski, Y., Schulz, M., Claquin, T., and Guibert, S.: Reevaluation of mineral aerosol radiative forcings suggests a better agreement with satellite and AERONET data, Atmos. Chem. Phys., 7, 81&amp;ndash;95, 2007. </reference>
		<reference numeration="9" content_type="text"> Bellouin, N., Boucher, O., Haywood, J., and Reddy, M S.: Global estimate of aerosol direct radiative forcing from satellite measurements, Nature, 438, 1138&amp;ndash;1141, doi:10.1038/nature04348, 2005. </reference>
		<reference numeration="10" content_type="text"> Bohren, C F. and Huffman, D R.: Absorption and scattering of light by small particles, Wiley Professional Paperback Series, Wiley-Interscience, New York, USA, 1998. </reference>
		<reference numeration="11" content_type="text"> Bond, T C., Streets, D G., Yarber, K F., Nelson, S M., Woo, J.-H., and Klimont, Z.: A technology-based global inventory of black and organic carbon emissions from combustion, J. Geophys. Res., 109, D14203, doi:10.1029/2003JD003697, 2004. </reference>
		<reference numeration="12" content_type="text"> Bond, T C. and Sun, H.: Can reducing black carbon emissions counteract global warming?, Environ. Sci. Technol., 39, 5921&amp;ndash;5926, 2005. </reference>
		<reference numeration="13" content_type="text"> Bond, T C. and Bergstrom, R W.: Light absorption by carbonaceous particles: An investigative review, Aerosol Sci. Technol., 40, 27&amp;ndash;67, doi:10.1080/02786820500421521, 2006. </reference>
		<reference numeration="14" content_type="text"> Bruggeman, D.: Calculation of various physics constants in heterogenous substances i dielectricity constants and conductivity of mixed bodies from isotropic substances, Annalen der Physik, 24, 636&amp;ndash;664, 1935. </reference>
		<reference numeration="15" content_type="text"> Chuang, C C., Penner, J E., Prospero, J M., Grant, K E., Rau, G H., and Kawamoto, K.: Cloud susceptibility and the first aerosol indirect forcing: Sensitivity to black carbon and aerosol concentrations, J. Geophys. Res., 107, 4564, doi:10.1029/2000JD000215, 2002. </reference>
		<reference numeration="16" content_type="text"> Chung, C E., Ramanathan, V., Kim, D., and Podgorny, I A.: Global anthropogenic aerosol direct forcing derived from satellite and ground-based observations, J. Geophys. Res., 110, D24207, doi:10.1029/2005JD006356, 2005. </reference>
		<reference numeration="17" content_type="text"> Chung, S H. and Seinfeld, J H.: Global distribution and climate forcing of carbonaceous aerosols, J. Geophys. Res., 107, 4407, doi:10.1029/2001JD001397, 2002. </reference>
		<reference numeration="18" content_type="text"> Chung, S H. and Seinfeld, J H.: Climate response of direct radiative forcing of anthropogenic black carbon, J. Geophys. Res., 110, D11102, doi:10.1029/2004JD005441, 2005. </reference>
		<reference numeration="19" content_type="text"> Ch\&apos;ylek, P., Videen, G., Ngo, D., Pinnick, R., and Klett, J.: Effect of black carbon on the optical-properties and climate forcing of sulfate aerosols, J. Geophys. Res., 100, 16 325&amp;ndash;16 332, 1995. </reference>
		<reference numeration="20" content_type="text"> Ch\&apos;ylek, P., Lesins, G B., Videen, G., Wong, J., G.Pinnick, R., Ngo, D., and Klett, J D.: Black carbon and absorption of solar radiation by clouds, J. Geophys. Res., 101, 23 365&amp;ndash;23 371, 1996. </reference>
		<reference numeration="21" content_type="text"> Ch\&apos;ylek, P., Videen, G., Wally Geldart, D., Dobbie, J S., and Tso, H W.: Light scattering by nonspherical particles: Theory, measurements, and applications, chap. Effective medium appoximations for heterogeneous particles, pp. 273&amp;ndash;308, Accademic Press, San Diego, USA, 2000. </reference>
		<reference numeration="22" content_type="text"> Colarco, P R., Toon, O B., Reid, J S., Livingston, J M., Russell, P B., Redemann, J., Schmid, B., Maring, H B., Savoie, D., Welton, E J., Campbell, J R., Holben, B N., and Levy, R.: Saharan dust transport to the Caribbean during PRIDE: 2. Transport, vertical profiles, and deposition in simulations of in situ and remote sensing observations, J. Geophys. Res., 108, 8590, doi:10.1029/2002JD002659, 2003. </reference>
		<reference numeration="23" content_type="text"> Cooke, W F.: Fossil fuel &amp; biomass burning black carbon emissions, GEIA-Webpage: http://www.geiacenter.org, GEIA &amp;ndash; Global Emissions Inventory Activity, 1997. </reference>
		<reference numeration="24" content_type="text"> Cooke, W F. and Wilson, J. J N.: A global black carbon aerosol model, J. Geophys. Res., 101, 19 395&amp;ndash;19 410, doi:10.1029/96JD00671, 1996. </reference>
		<reference numeration="25" content_type="text"> Cooke, W F., Koffi, B., and Gregoire, J.-M.: Seasonality of vegetation fires in Africa from remote sensing data and application to a global chemistry model, J. Geophys. Res., 101, 21 051&amp;ndash;21 065, 1996. </reference>
		<reference numeration="26" content_type="text"> Cooke, W F., Liousse, C., Cachier, H., and Feichter, J.: Construction of a $1^\circ$ x $1^\circ$ fossil fuel emission data set for carbonaceous aerosol and implementation and radiative impact in the ECHAM4 model, J. Geophys. Res., 104, 22 137&amp;ndash;22 162, 1999. </reference>
		<reference numeration="27" content_type="text"> Dentener, F., Kinne, S., Bond, T., Boucher, O., Cofala, J., Generoso, S., Ginoux, P., Gong, S., Hoelzemann, J J., Ito, A., Marelli, L., Penner, J E., Putaud, J.-P., Textor, C., Schulz, M., van~der Werf, G R., and Wilson, J.: Emissions of primary aerosol and precursor gases in the years 2000 and 1750, prescribed data-sets for AeroCom, Atmos. Chem. Phys. Discuss., 6, 2703&amp;ndash;2763, 2006. </reference>
		<reference numeration="28" content_type="text"> Downing, H D. and Williams, D.: Optical-constants of water in infrared, J. Geophys. Res., 80, 1656&amp;ndash;1661, 1975. </reference>
		<reference numeration="29" content_type="text"> Dubovik, O. and King, M D.: A flexible inversion algorithm for retrieval of aerosol optical properties from sun and sky radiance measurements, J. Geophys. Res., 105, 20 673&amp;ndash;20 696, 2000. </reference>
		<reference numeration="30" content_type="text"> Feichter, J., Kjellström, E., Rodhe, H., Dentener, F., Lelieveld, J., and Roelofs, G.-J.: Simulation of the tropospheric sulfur cycle in a global climate model, Atmos. Environ., 30, 1693&amp;ndash;1707, 1996. </reference>
		<reference numeration="31" content_type="text"> Fouquart, Y. and Bonnel, B.: Computations of solar heating of the earth&apos;s atmosphere: A new parameterization, Beitr. Phys. Atmos., 53, 35&amp;ndash;62, 1980. </reference>
		<reference numeration="32" content_type="text"> Ganzeveld, L N., van Aardenne, J A., Butler, T M., Lawrence, M G., Metzger, S M., Stier, P., Zimmermann, P., and Lelieveld, J.: Technical Note: Anthropogenic and natural offline emissions and the online EMissions and dry DEPosition submodel EMDEP of the Modular Earth Submodel system (MESSy), Atmos. Chem. Phys. Discuss., 6, 5457&amp;ndash;5483, 2006. </reference>
		<reference numeration="33" content_type="text"> Garnett, J.: Colours in metal glasses and in metallic films, Philos. Trans. R. Soc. London, 203, 385&amp;ndash;420, 1904. </reference>
		<reference numeration="34" content_type="text"> Garnett, J.: Colours In Metal Glasses, In Metallic Films, And In Metallic Solutions - II, Philos. Trans. R. Soc. London, 205, 237&amp;ndash;288, 1906. </reference>
		<reference numeration="35" content_type="text"> Generoso, S., Bréon, F.-M., Balkanski, Y., Boucher, O., and Schulz, M.: Improving the seasonal cycle and interannual variations of biomass burning aerosol sources, Atmos. Chem. Phys., 3, 1211&amp;ndash;1222, 2003. </reference>
		<reference numeration="36" content_type="text"> Hagemann, S.: An improved land surface parameter dataset for global and regional climate models, MPI-Report 336, Max Planck Institute for Meteorology, Hamburg, Germany, available from http://www.mpimet.mpg.de, 2002. </reference>
		<reference numeration="37" content_type="text"> Hansen, J., Sato, M., Nazarenko, L., Ruedy, R., Lacis, A., Koch, D., Tegen, I., Hall, T., Shindell, D., Santer, B., Stone, P., Novakov, T., Thomason, L., Wang, R., Wang, Y., Jacob, D., Hollandsworth, S., Bishop, L., Logan, J., Thompson, A., Stolarski, R., Lean, J., Willson, R., Levitus, S., Antonov, J., Rayner, N., Parker, D., and Christy, J.: Climate forcings in Goddard Institute for Space Studies SI2000 simulations, J. Geophys. Res., 107, 4347, doi:10.1029/2001JD001143, 2002. </reference>
		<reference numeration="38" content_type="text"> Hansen, J E. and Travis, L D.: Light scattering in planetary atmospheres, Space Science Reviews, 16, 527&amp;ndash;610, 1974. </reference>
		<reference numeration="39" content_type="text"> Hansen, J E., Sato, M., and Ruedy, R.: Radiative forcing and climate response, J. Geophys. Res., 102, 6831&amp;ndash;6864, 1997. </reference>
		<reference numeration="40" content_type="text"> Haywood, J M. and Shine, K P.: The effect of anthropogenic sulfate and soot on the clear-sky planetary radiation budget, Geophys. Res. Lett., 22, 603&amp;ndash;606, 1995. </reference>
		<reference numeration="41" content_type="text"> Hess, M., Koepke, P., and Schult, I.: Optical properties of aerosols and clouds: The software package OPAC, Bull. Am. Meteorol. Soc., 79, 831&amp;ndash;844, 1998. </reference>
		<reference numeration="42" content_type="text"> Hoelzemann, J J., Schultz, M G., Brasseur, G P., Granier, C., and Simon, M.: Global Wildland Fire Emission Model (GWEM): Evaluating the use of global area burnt satellite data, J. Geophys. Res., 109, D14S04, doi:10.1029/2003JD003666, 2004. </reference>
		<reference numeration="43" content_type="text"> Holben, B., Eck, T., Slutsker, I., Tanre, D., Buis, J., Setzer, A., Vermote, E., Reagan, J., Kaufman, Y., Nakajima, T., Lavenu, F., Jankowiak, I., and Smirnov, A.: AERONET - A federated instrument network and data archive for aerosol characterization, Rem. Sens. Environ., 66, 1&amp;ndash;16, 1998. </reference>
		<reference numeration="44" content_type="text"> Holben, B N., Tanré, D., Smirnov, A., Eck, T F., Slutsker, I., Abuhassan, N., Newcomb, W W., Schafer, J S., Chatenet, B., Lavenu, F., Kaufman, Y J., Castle, J V., Setzer, A., Markham, B., Frouin, D. C R., Halthore, R., Karneli, A., O&apos;Neill, N T., Pietras, C., Pinker, R T., Voss, K., and Zibordi, G.: An emerging ground-based aerosol climatology: Aerosol optical depth from AERONET, J. Geophys. Res., 106, 12 067&amp;ndash;12 098, 2001. </reference>
		<reference numeration="45" content_type="text"> Ito, A. and Penner, J E.: Historical emissions of carbonaceous aerosols from biomass and fossil fuel burning for the period 1870&amp;ndash;2000, Global Biogeochem. Cycles, 19, GB2028, doi:10.1029/2004GB002374, 2005. </reference>
		<reference numeration="46" content_type="text"> Iversen, T. and Seland, Ø.: A scheme for process-tagged SO4 and BC aerosols in NCAR-CCM3. Validation and sensitivity to cloud processes, J. Geophys. Res., 107, 4751, doi:10.1029/2001JD000885, 2002. </reference>
		<reference numeration="47" content_type="text"> Iversen, T. and Seland, Ø.: Correction to &quot;A scheme for process-tagged SO4 and BC aerosols in NCAR-CCM3. Validation and sensitivity to cloud processes&quot;, J. Geophys. Res., 108, 4502, doi:10.1029/2003JD003840, 2003. </reference>
		<reference numeration="48" content_type="text"> Jacobson, M Z.: A physically-based treatment of elemental carbon optics: Implications for global direct forcing of aerosols, Geophys. Res. Lett., 27, 217&amp;ndash;220, 2000. </reference>
		<reference numeration="49" content_type="text"> Jacobson, M Z.: GATOR-GCMM: A global- through urban-scale air pollution and weather forecast model, 1. Model design and treatment of subgrid soil, vegetation, roads, rooftops, water, sea ice, and snow, J. Geophys. Res., 106, 5385&amp;ndash;5402, 2001. </reference>
		<reference numeration="50" content_type="text"> Jacobson, M Z.: Control of fossil-fuel particulate black carbon and organic matter, possibly the most effective method of slowing global warming, J. Geophys. Res., 107, 4410, doi:10.1029/2001JD001376, 2002. </reference>
		<reference numeration="51" content_type="text"> Jeuken, A. B M., Siegmund, P C., Heijboer, L C., Feichter, J., and Bengtsson, L.: On the potential of assimilating meteorological analyses in a global climate model for the purpose of model validation, J. Geophys. Res., 101, 16 939&amp;ndash;16 950, doi:10.1029/96JD01218, 1996. </reference>
		<reference numeration="52" content_type="text"> Johnson, D W.: ECMWF Workshop on &apos;Parameterization of the cloud topped boundary layer, chap. Parameterization of the cloud topped boundary layer: Aircraft measurements, pp. 77&amp;ndash;117, ECMWF, Reading, UK, 1993. </reference>
		<reference numeration="53" content_type="text"> Kettle, A. and Andreae, M.: Flux of the dimethylsulfide from the oceans: A comparison of updated data sets and flux models, J. Geophys. Res., 105, 26 793&amp;ndash;26 808, 2000. </reference>
		<reference numeration="54" content_type="text"> Kinne, S., Lohmann, U., Feichter, J., Schulz, M., Timmreck, C., Ghan, S., Easter, R., Chin, M., Ginoux, P., Takemura, T., Tegen, I., Koch, D., Herzog, M., Penner, J., Pitari, G., Holben, B., Eck, T., Smirnov, A., Dubovik, O., Slutsker, I., Tanre, D., Torres, O., Mishchenko, M., Geogdzhayev, I., Chu, D A., and Kaufman, Y.: Monthly averages of aerosol properties: A global comparison among models, satellite data, and AERONET ground data, J. Geophys. Res., 108, 4634, doi:10.1029/2001JD001253, 2003. </reference>
		<reference numeration="55" content_type="text"> Kinne, S., Schulz, M., Textor, C., Guibert, S., Balkanski, Y., Bauer, S E., Berntsen, T., Berglen, T F., Boucher, O., Chin, M., Collins, W., Dentener, F., Diehl, T., Easter, R., Feichter, J., Fillmore, D., Ghan, S., Ginoux, P., Gong, S., Grini, A., Hendricks, J., Herzog, M., Horowitz, L., Isaksen, I., Iversen, T., Kirkev&amp;aring;g, A., Kloster, S., Koch, D., Kristjansson, J E., Krol, M., Lauer, A., Lamarque, J F., Lesins, G., Liu, X., Lohmann, U., Montanaro, V., Myhre, G., Penner, J., Pitari, G., Reddy, S., Seland, O., Stier, P., Takemura, T., and Tie, X.: An AeroCom initial assessment - optical properties in aerosol component modules of global models, Atmos. Chem. Phys., 6, 1815&amp;ndash;1834, 2006. </reference>
		<reference numeration="56" content_type="text"> Kirkev&amp;aring;g, A. and Iversen, T.: Global direct radiative forcing by process-parameterized aerosol optical properties, J. Geophys. Res., 107, 4433, doi:10.1029/2001JD000886, 2002. </reference>
		<reference numeration="57" content_type="text"> Kirkev&amp;aring;g, A., Iversen, T., Seland, Ø., and Kristjánsson, J E.: Revised schemes for aerosol optical parameters and cloud condensation nuclei in CCM-Oslo, Institute Report Series ISBN 82-91885-31-1, ISSN 1501-6854-128, Department of Geosciences, University of Oslo, 29 pp, 2005. </reference>
		<reference numeration="58" content_type="text"> Koch, D., Schmidt, G A., and Field, C V.: Sulfur, sea salt, and radionuclide aerosols in GISS ModelE, J. Geophys. Res., 111, D06206, doi:10.1029/2004JD005550, 2006. </reference>
		<reference numeration="59" content_type="text"> Lesins, G., Ch\&apos;ylek, P., and Lohmann, U.: A study of internal and external mixing scenarios and its effect on aerosol optical properties and direct radiative forcing, J. Geophys. Res., 107, 4094, doi:10.1029/2001JD000973, 2002. </reference>
		<reference numeration="60" content_type="text"> Lin, S J. and Rood, R B.: Multidimensional flux form semi-Lagrangian transport, Mon. Wea. Rev., 124, 2046&amp;ndash;2068, 1996. </reference>
		<reference numeration="61" content_type="text"> Liousse, C., Penner, J E., Chuang, C., Walton, J J., Eddleman, H., and Cachier, H.: A global three-dimensional model study of carbonaceous aerosols, J. Geophys. Res., 101, 19 411&amp;ndash;19 432, 1996. </reference>
		<reference numeration="62" content_type="text"> Liu, L., Mishchenko, M., Menon, S., Macke, A., and Lacis, A.: The effect of black carbon on scattering and absorption of solar radiation by cloud droplets, Journal Of Quantitative Spectroscopy &amp; Radiative Transfer, 74, 195&amp;ndash;204, 2002. </reference>
		<reference numeration="63" content_type="text"> Liu, X., Penner, J E., and Herzog, M.: Global modeling of aerosol dynamics: Model description, evaluation, and interactions between sulfate and nonsulfate aerosols, J. Geophys. Res., 110, D18206, doi:10.1029/2004JD005674, 2005. </reference>
		<reference numeration="64" 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="65" content_type="text"> Lohmann, U. and Roeckner, E.: Design and performance of a new cloud microphysics scheme developed for the ECHAM4 general circulation model, Clim. Dyn., 12, 557&amp;ndash;572, 1996. </reference>
		<reference numeration="66" content_type="text"> Lohmann, U., Stier, P., Hoose, C., Ferrachat, S., Roeckner, E., and Zhang, J.: Cloud microphysics and aerosol indirect effects in the global climate model ECHAM5-HAM, Atmos. Chem. Phys. Discuss., 7, 3719&amp;ndash;3761, 2007. </reference>
		<reference numeration="67" content_type="text"> Mahowald, N. and Luo, C.: A less dusty future?, Geophys. Res. Lett., 30, 1903, doi:10.1029/2003GL017880, 2003. </reference>
		<reference numeration="68" content_type="text"> Mahowald, N M., Rivera, G. D R., and Luo, C.: Comment on &quot;Relative importance of climate and land use in determining present and future global soil dust emission&quot;, Geophys. Res. Lett., 31, L24105, doi:10.1029/2004GL021272, 2004. </reference>
		<reference numeration="69" content_type="text"> Martins, J V., Artaxo, P., Liousse, C., Reid, J S., Hobbs, P V., and Kaufman, Y J.: Effects of black carbon content, particle size, and mixing on light absorption by aerosols from biomass burning in Brazil, J. Geophys. Res., 103, 32 041&amp;ndash;32 050, 1998a. </reference>
		<reference numeration="70" content_type="text"> Martins, J V., Hobbs, P V., Weiss, R E., and Artaxo, P.: Sphericity and morphology of smoke particles from biomass burning in Brazil, J. Geophys. Res., 103, 32 051&amp;ndash;32 057, 1998b. </reference>
		<reference numeration="71" content_type="text"> McCormic, R A. and Ludwig, J H.: Climate modifications by atmospheric aerosols, Science, 156, 1358&amp;ndash;1359, 1967. </reference>
		<reference numeration="72" content_type="text"> Menon, S., Hansen, J., Nazarenko, L., and Luo, Y.: Climate effects of black carbon aerosols in China and India, Science, 297, 2250&amp;ndash;2253, 2002. </reference>
		<reference numeration="73" content_type="text"> Mikhailov, E F., Vlasenko, S S., Podgorny, I A., Ramanathan, V., and Corrigan, C E.: Optical properties of soot-water drop agglomerates: An experimental study, J. Geophys. Res., 111, D07209, doi:10.1029/2005JD006389, 2006. </reference>
		<reference numeration="74" content_type="text"> Mlawer, E J., Taubman, S J., Brown, P D., Iacono, M J., and Clough, S A.: Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave, J. Geophys. Res., 102, 16 663&amp;ndash;16 682, 1997. </reference>
		<reference numeration="75" content_type="text"> Morcrette, J.-J., Clough, S A., Mlawer, E J., and Iacono, M J.: Impact of a validated radiative transfer scheme, RRTM, on the ECMWF model climate and 10-day forecasts, Technical Memorandum 252, ECMWF, Reading, UK, 48 pp., 1998. </reference>
		<reference numeration="76" content_type="text"> Nightingale, P., Malin, G., Law, C., Watson, A., Liss, P., Liddicoat, M., Boutin, J., and Upstill-Goddard, R.: In situ evaluation of air-sea gas exchange parameterizations using novel conservative and volatile tracers, Global Biogeochem. Cycles, 14, 373&amp;ndash;387, 2000. </reference>
		<reference numeration="77" content_type="text"> Nilsson, B.: Meteorological influence on aerosol extinction in the 0.2-40μm wavelength range, Applied Optics, 18, 3457&amp;ndash;3473, 1979. </reference>
		<reference numeration="78" content_type="text"> Nordeng, T E.: Extended versions of the convective parameterization scheme at ECMWF and their impact on the mean and transient activity of the model in the tropics, Technical Memorandum 206, ECMWF, Reading, UK, 42 pp., 1994. </reference>
		<reference numeration="79" content_type="text"> Pham, M., J.-F.Muller, Brasseur, G., Granier, C., and Megie, G.: A three-dimensional study of the tropospheric sulfur cycle, J. Geophys. Res., 100, 26 061&amp;ndash;26 092, 1995. </reference>
		<reference numeration="80" content_type="text"> Pierce, J R. and Adams, P J.: Efficiency of cloud condensation nuclei formation from ultrafine particles, Atmos. Chem. Phys., 7, 1367&amp;ndash;1379, 2007. </reference>
		<reference numeration="81" content_type="text"> Pittock, A., Ackerman, T., Crutzen, P., MacCracken, M., and Shapiro, C.: Environmental Consequences of Nuclear War, Vol. 1: Physical and Atmospheric Effects, vol 28 of SCOPE\/, Wiley, Chichester, USA, 1986. </reference>
		<reference numeration="82" content_type="text"> Rao, S., Riahi, K., and Kaarle~Kupiainen, Z K.: Long-term scenarios for black and organic carbon emissions, Environ. Sci., 2, 205&amp;ndash;216, doi:10.1080/15693430500397228, 2005. </reference>
		<reference numeration="83" content_type="text"> Reddy, M S., Boucher, O., Bellouin, N., Schulz, M., Balkanski, Y., Dufresne, J.-L., and Pham, M.: Estimates of global multicomponent aerosol optical depth and direct radiative perturbation in the Laboratoire de Météorologie Dynamique general circulation model, J. Geophys. Res., 110, D10S16, doi:10.1029/2004JD004757, 2005. </reference>
		<reference numeration="84" content_type="text"> Rockel, B., Raschke, E., and Weyres, B.: A parameterization of broad band radiative transfer properties of water, ice, and mixel clouds, Contr. Atmos. Phys., 64, 1&amp;ndash;12, 1991. </reference>
		<reference numeration="85" content_type="text"> Roeckner, E., Baeuml, G., Bonventura, L., Brokopf, R., Esch, M., Giorgetta, M., Hagemann, S., Kirchner, I., Kornblueh, L., Manzini, E., Rhodin, A., Schlese, U., Schulzweida, U., and Tompkins, A.: The atmospheric general circulation model ECHAM5. PART I: Model description, Report 349, Max Planck Institute for Meteorology, Hamburg, Germany, available from http://www.mpimet.mpg.de, 2003. </reference>
		<reference numeration="86" content_type="text"> Roeckner, E., Stier, P., Feichter, J., Kloster, S., Esch, M., and Fischer-Bruns, I.: Impact of carbonaceous aerosol forcing on regional climate change, Clim. Dyn., Online First, doi:10.1007/s00382&amp;ndash;006&amp;ndash;0147&amp;ndash;3, 2006. </reference>
		<reference numeration="87" content_type="text"> Schaap, M., Van Der Gon, H. A. C D., Dentener, F J., Visschedijk, A. J H., Van Loon, M., ten Brink, H M., Putaud, J.-P., Guillaume, B., Liousse, C., and Builtjes, P. J H.: Anthropogenic black carbon and fine aerosol distribution over Europe, J. Geophys. Res., 109, D18207, doi:10.1029/2003JD004330, 2004. </reference>
		<reference numeration="88" content_type="text"> Schulz, M., de~Leeuw, G., and Balkanski, Y.: Emission of atmospheric trace compounds, chap. Sea-salt aerosol source functions and emissions, pp. 333&amp;ndash;359, Ed. Kluwer, 2004. </reference>
		<reference numeration="89" content_type="text"> Schulz, M., Textor, C., Kinne, S., Balkanski, Y., Bauer, S., Berntsen, T., Berglen, T., Boucher, O., Dentener, F., Guibert, S., Isaksen, I., Iversen, T., Koch, D., Kirkev&amp;aring;g, A., Liu, X., Montanaro, V., Myhre, G., Penner, J., Pitari, G., Reddy, S., Seland, Ø., Stier, P., and Takemura, T.: Radiative forcing by aerosols as derived from the AeroCom present-day and pre-industrial simulations, Atmos. Chem. Phys., 6, 5225&amp;ndash;5246, 2006. </reference>
		<reference numeration="90" content_type="text"> Seinfeld, J H. and Pandis, S N.: Atmospheric chemistry and physics: from air pollution to climate change, Wiley-Interscience, New York, USA, 2$^nd$ edn., 2006. </reference>
		<reference numeration="91" content_type="text"> Shettle, E P. and Fenn, R W.: Models of the aerosols of the lower atmosphere and the effects of humidity variations on their optical properties, Tech. rep., Air Force Geoph. Lab., Massachusetts, project 7670, 1979. </reference>
		<reference numeration="92" content_type="text"> Simmons, A J. and Gibson, J K.: The ERA-40 project plan, ERA-40 Project Report Series~1, ECMWF, Shinfield Park, Reading, UK, 2000. </reference>
		<reference numeration="93" content_type="text"> Stier, P., Feichter, J., Kinne, S., Kloster, S., Vignati, E., Wilson, J., Ganzeveld, L., Tegen, I., Werner, M., Schulz, M., Balkanski, Y., Boucher, O., Minikin, A., and Petzold, A.: The aerosol-climate model ECHAM5-HAM, Atmos. Chem. Phys., 5, 1125&amp;ndash;1165, 2005. </reference>
		<reference numeration="94" content_type="text"> Stier, P., Feichter, J., Kloster, S., Vignati, E., and Wilson, J.: Emission-induced nonlinearities in the global aerosol system - Results from the ECHAM5-HAM aerosol-climate model, J. Clim., 19, 3845&amp;ndash;3862, 2006a. </reference>
		<reference numeration="95" content_type="text"> Stier, P., Feichter, J., Roeckner, E., Kloster, S., and Esch, M.: The evolution of the global aerosol system in a transient climate simulation from 1860 to 2100, Atmos. Chem. Phys., 6, 3059&amp;ndash;3076, 2006b. </reference>
		<reference numeration="96" content_type="text"> Stier, P., Seinfeld, J H., Kinne, S., Feichter, J., and Boucher, O.: Impact of nonabsorbing anthropogenic aerosols on clear-sky atmospheric absorption, J. Geophys. Res., 111, D18201, doi:10.1029/2006JD007147, 2006c. </reference>
		<reference numeration="97" content_type="text"> Takemura, T., Nozawa, T., Emori, S., Nakajima, T Y., and Nakajima, T.: Simulation of climate response to aerosol direct and indirect effects with aerosol transport-radiation model, J. Geophys. Res., 110, D02202, doi:10.1029/2004JD005029, 2005. </reference>
		<reference numeration="98" content_type="text"> Tegen, I. and Fung, I.: Contribution to the atmospheric mineral aerosol load from land surface modification, J. Geophys. Res., 100, 18 707&amp;ndash;18 726, 1995. </reference>
		<reference numeration="99" content_type="text"> Tegen, I., Harrison, S P., Kohfeld, K., Prentice, I C., Coe, M., and Heimann, M.: Impact of vegetation and preferential source areas on global dust aerosol: Results from a model study, J. Geophys. Res., 107, 4576&amp;ndash;4597, 2002. </reference>
		<reference numeration="100" content_type="text"> Tegen, I., Werner, M., Harrison, S P., and Kohfeld, K E.: Relative importance of climate and land use in determining present and future global soil dust emission, Geophys. Res. Lett., 31, L05105, doi:10.1029/2003GL019216, 2004. </reference>
		<reference numeration="101" content_type="text"> Textor, C., Schulz, M., Guibert, S., Kinne, S., Balkanski, Y., Bauer, S., Berntsen, T., Berglen, T., Boucher, O., Chin, M., Dentener, F., Diehl, T., Easter, R., Feichter, H., Fillmore, D., Ghan, S., Ginoux, P., Gong, S., Grini, A., Hendricks, J., Horrowitz, L., Huang, P., Isaksen, I., Iversen, T., Kirkev&amp;aring;g, A., Kristjansson, J E., Kloster, S., Koch, D., Kroll, M., Lauer, A., Lamarque, J., Liu, X., Montanaro, V., Myhre, G., Penner, J., Pitari, G., Reddy, S., Seland, Ø., Stier, P., Takemura, T., , and Tie, X.: Analysis and quantification of the diversities of aerosol life cycles within AeroCom, Atmos. Chem. Phys., 6, 1777&amp;ndash;1813, 2006. </reference>
		<reference numeration="102" content_type="text"> Tiedtke, M.: A comprehensive mass flux scheme for cumulus parameterization in large scale models, Mon. Wea. Rev., 117, 1779&amp;ndash;1800, 1989. </reference>
		<reference numeration="103" content_type="text"> Tompkins, A.: A prognostic parameterization for the subgrid-scale variability of water vapor and clouds in large-scale models and its use to diagnose cloud cover, J. Atmos. Sci., 59, 1917&amp;ndash;1942, 2002. </reference>
		<reference numeration="104" content_type="text"> Toon, O B. and Ackerman, T P.: Algorithms for the calculation of scattering by stratified spheres, Appl. Optics, 20, 3657&amp;ndash;3660, 1981. </reference>
		<reference numeration="105" content_type="text"> Toon, O B., Pollack, J B., and Khare, B N.: The optical constants of several atmospheric aerosol species: Ammonium sulfate, ammonium oxide and sodium chloride, J. Geophys. Res., 81, 5733&amp;ndash;5748, 1976. </reference>
		<reference numeration="106" content_type="text"> Turco, R., Toon, O., Ackerman, T., Pollack, J., and Sagan, C.: Climate and smoke: an appraisal of nuclear winter, Science, 247, 166&amp;ndash;176, doi:10.1126/science.11538069, 1990. </reference>
		<reference numeration="107" content_type="text"> Twomey, S.: Pollution and the planetary albedo, Atmos. Environ., 8, 1251&amp;ndash;1256, 1974. </reference>
		<reference numeration="108" content_type="text"> Twomey, S.: The influence of pollution on the shortwave albedo of clouds, J. Atmos. Sci., 34, 1149&amp;ndash;1152, 1977. </reference>
		<reference numeration="109" content_type="text"> van~der Werf, G R., Randerson, J T., Collatz, G J., and Giglio, L.: Carbon emissions from fires in tropical and subtropical ecosystems, Global Change Biology, 9, 547&amp;ndash;562, 2003. </reference>
		<reference numeration="110" content_type="text"> van Poppel, L H., Friedrich, H., Spinsby, J., Seinfeld, S. H. C. J H., and Buseck, P R.: Electron tomography of nanoparticle clusters: Implications for atmospheric lifetimes and radiative forcing of soot, Geophys. Res. Lett., 32, L24811, doi:10.1029/2005GL024461, 2005. </reference>
		<reference numeration="111" content_type="text"> Vignati, E., Wilson, J., and Stier, P.: M7: a size resolved aerosol mixture module for the use in global aerosol models, J. Geophys. Res., 109, D22 202, doi:10.1029/2003JD004 485, 2004. </reference>
		<reference numeration="112" content_type="text"> Yu, H., Kaufman, Y J., Chin, M., Feingold, G., Remer, L A., Anderson, T L., Balkanski, Y., Bellouin, N., Boucher, O., Christopher, S., DeCola, P., Kahn, R., Koch, D., Loeb, N., Reddy, M S., Schulz, M., Takemura, T., and Zhou, M.: A review of measurement-based assessments of the aerosol direct radiative effect and forcing, Atmos. Chem. Phys., 6, 613&amp;ndash;666, 2006. </reference>
		<reference numeration="113" content_type="text"> Zhang, J. and Christopher, S A.: Longwave radiative forcing of Saharan dust aerosols estimated from MODIS, MISR, and CERES observations on Terra, Geophys. Res. Lett., 30, 2188, doi:10.1029/2003GL018479, 2003. </reference>
	</references>
</article>

