<?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>8</volume_number>
		<issue_number>6</issue_number>
		<publication_year>2008</publication_year>
	</journal>
	<doi>10.5194/acpd-8-18765-2008</doi>
	<article_url>http://www.atmos-chem-phys-discuss.net/8/18765/2008/</article_url>
	<abstract_html>http://www.atmos-chem-phys-discuss.net/8/18765/2008/acpd-8-18765-2008.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys-discuss.net/8/18765/2008/acpd-8-18765-2008.pdf</fulltext_pdf>
	<start_page>18765</start_page>
	<end_page>18802</end_page>
	<publication_date>2008-10-31</publication_date>
	<article_title content_type="html">Development of a global model of mineral dust aerosol microphysics</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>Y. H. Lee</name>
			<email>yunhal@andrew.cmu.edu</email>
		</author>
		<author numeration="2" affiliations="2">
			<name>K. Chen</name>
		</author>
		<author numeration="3" affiliations="1,3">
			<name>P. J. Adams</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Dept. of Civil and Environmental Engineering, Carnegie Mellon Univ., Pittsburgh, PA, USA</affiliation>
		<affiliation numeration="2" content_type="html">Vermilion Asset Management, New York, NY, USA</affiliation>
		<affiliation numeration="3" content_type="html">Dept. of Engineering and Public Policy, Carnegie Mellon Univ., Pittsburgh, PA, USA</affiliation>
	</affiliations>
	<abstract content_type="html">A mineral dust module is developed and implemented into the global aerosol
microphysics model, GISS-TOMAS. The model is evaluated against long-term
measurements of dust surface mass concentrations and deposition fluxes.
Predicted mass concentrations and deposition fluxes are in error on average
by a factor of 3 and 5, respectively. The comparison shows that the model
performs better near the dust source regions but underestimates surface
concentrations and deposition fluxes in more remote regions. For example,
including only sites with measured dust concentrations of at least 0.5 μg m&lt;sup&gt;&amp;minus;3&lt;/sup&gt;, the model prediction agrees with observations to within a
factor of 2. It was hypothesized that the lifetime of dust, 2.6 days in our
base case, is too short and causes the underestimation in remote areas.
However, a sensitivity simulation with smaller dust particles and increased
lifetime, 3.7 days, does not significantly improve the comparison. We
conclude that the underestimation of mineral dust in remote areas results
from local factors and sources not well described by the dust source
function and/or the GCM meteorology. The effect of dust aerosols on
CCN(0.2%) concentrations is negligible in most regions of the globe;
however, CCN(0.2%) concentrations decrease by 10–20% in dusty regions
as a result of coagulational scavenging of CCN particles by dust and a
decrease in H&lt;sub&gt;2&lt;/sub&gt;SO&lt;sub&gt;4&lt;/sub&gt; condensation to CCN particles due to the
additional surface area of dust.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Adams, P. J. and Seinfeld, J. H.: Predicting global aerosol size distributions in general circulation models, J. Geophys. Res.-Atmos., 107, 4370, doi:10.1029/2001JD001010, 2002. </reference>
		<reference numeration="2" content_type="text"> Arimoto, R., Ray, B. J., Duce, R. A., Hewitt, A. D., Boldi, R., and Hudson, A.: Concentrations, Sources, and Fluxes of Trace-Elements in the Remote Marine Atmosphere of New-Zealand, J. Geophys. Res.-Atmos., 95, 22 389–22 405, 1990. </reference>
		<reference numeration="3" content_type="text"> Benkovitz, C. M., Scholtz, M. T., Pacyna, J., Tarrason, L., Dignon, J., Voldner, E. C., Spiro, P. A., Logan, J. A., and Graedel, T. E.: Global gridded inventories of anthropogenic emissions of sulfur and nitrogen, J. Geophys. Res.-Atmos., 101, 29 239-29 253, 1996. </reference>
		<reference numeration="4" 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.-Atmos., 109, D14203, doi:10.1029/2003JD003697, 2004. </reference>
		<reference numeration="5" content_type="text"> Cakmur, R. V., Miller, R. L., and Torres, O.: Incorporating the effect of small-scale circulations upon dust emission in an atmospheric general circulation model, J. Geophys. Res.-Atmos., 109, D07201, doi:10.1029/2003JD004067, 2004. </reference>
		<reference numeration="6" content_type="text"> Carlson, T. N. and Prospero, J. M.: Large-Scale Movement of Saharan Air Impulses over Western Tropical Atlantic, B. Am. Meteorol. Soc., 52, 779–792, 1971. </reference>
		<reference numeration="7" content_type="text"> Chiapello, I., Prospero, J. M., Herman, J. R., and Hsu, N. C.: Detection of mineral dust over the North Atlantic Ocean and Africa with the Nimbus 7 TOMS, J. Geophys. Res.-Atmos., 104, 9277–9291, 1999. </reference>
		<reference numeration="8" content_type="text"> Chiapello, I., Bergametti, G., Gomes, L., Chatenet, B., Dulac, F., Pimenta, J., and Suares, E. S.: An Additional Low Layer Transport of Sahelian and Saharan Dust over the North-Eastern Tropical Atlantic, Geophys. Res. Lett., 22, 3191–3194, 1995. </reference>
		<reference numeration="9" content_type="text"> Clarke, A. D., Owens, S. R. and Zhou, J. C.: An ultrafine sea-salt flux from breaking waves: Implications for cloud condensation nuclei in the remote marine atmosphere, J. Geophys. Res.-Atmos., 111, D06202, doi:10.1029/2005JD006565, 2006. </reference>
		<reference numeration="10" content_type="text"> d&apos;Almeida, G. A. and Schutz, L.: Number, Mass and Volume Distributions of Mineral Aerosol and Soils of the Sahara, J. Clim. Appl. Meteorol., 22, 233–243, 1983. </reference>
		<reference numeration="11" content_type="text"> DelGenio, A. D. and Yao, M.-S.:Efficient cumulus parameterization for long-term climate studies: The GISS scheme, in: The Representation of Cumulus Convection in Numerical Models, AMS Monogr. Ser., edited by: Emanuel, K. A. and Raymond, D. J., Am. Meteorol. Soc., Boston, Mass., 181–184, 1993. </reference>
		<reference numeration="12" content_type="text"> DelGenio, A. D., Yao, M. S., Kovari, W., and Lo, K. K. W.: A prognostic cloud water parameterization for global climate models, J. Climate, 9, 270–304, 1996. </reference>
		<reference numeration="13" content_type="text"> Dentener, F. J., Carmichael, G. R., Zhang, Y., Lelieveld, J., and Crutzen, P. J.: Role of mineral aerosol as a reactive surface in the global troposphere, J. Geophys. Res.-Atmos., 101, 22 869–22 889, 1996. </reference>
		<reference numeration="14" content_type="text"> Dick, A. L.: Concentrations and Sources of Metals in the Antarctic Peninsula Aerosol, Geochim. Cosmochim. Ac., 55, 1827–1836, 1991. </reference>
		<reference numeration="15" content_type="text"> Gassó, S. and Stein, A. F.: Does dust from Patagonia reach the sub-Antarctic Atlantic ocean?, Geophys. Res. Lett., 34, L01801, doi:10.1029/2006GL027693, 2007. </reference>
		<reference numeration="16" content_type="text"> Gillette, D. A. and Passi, R.: Modeling Dust Emission Caused by Wind Erosion, J. Geophys. Res.-Atmos., 93, 14 233–14 242, 1988. </reference>
		<reference numeration="17" content_type="text"> Ginoux, P., Chin, M., Tegen, I., Prospero, J. M., Holben, B., Dubovik, O., and Lin, S. J.: Sources and distributions of dust aerosols simulated with the GOCART model, J. Geophys. Res.-Atmos., 106, 20 255–20 273, 2001. </reference>
		<reference numeration="18" content_type="text"> Ginoux, P., Prospero, J. M., Torres, O., and Chin, M.: Long-term simulation of global dust distribution with the GOCART model: correlation with North Atlantic Oscillation, Environ. Modell. Softw., 19, 113–128, 2004. </reference>
		<reference numeration="19" content_type="text"> Goudie, A. S. and Middleton, N. J.: Saharan dust storms: nature and consequences, Earth-Sci. Rev., 56, 179–204, 2001. </reference>
		<reference numeration="20" content_type="text"> Griffin, D. W., Kellogg, C. A., Garrison, V. H., and Shinn, E. A.: The global transport of dust – An intercontinental river of dust, microorganisms and toxic chemicals flows through the Earth&apos;s atmosphere, Am. Sci., 90, p. 398, 2002. </reference>
		<reference numeration="21" content_type="text"> Griffin, D. W., Westphal, D. L., and Gray, M. A.: Airborne microorganisms in the African desert dust corridor over the mid-Atlantic ridge, Ocean Drilling Program, Leg 209, Aerobiologia, 22, 211–226, 2006. </reference>
		<reference numeration="22" content_type="text"> Hansen, J., Russell, G., Rind, D., Stone, P., Lacis, A., Lebedeff, S., Ruedy, R., and Travis, L.: Efficient 3-Dimensional Global-Models for Climate Studies - Model-I and Model-Ii, Mon. Weather Rev., 111, 609–662, 1983. </reference>
		<reference numeration="23" content_type="text"> Hartke, G. J. and Rind, D.: Improved surface and boundary layer models for the Goddard Institute for Space Studies general circulation model, J. Geophys. Res.-Atmos., 102, 16 407–16 422, 1997. </reference>
		<reference numeration="24" content_type="text"> Jickells, T. D., An, Z. S., Andersen, K. K., Baker, A. R., Bergametti, G., Brooks, N., Cao, J. J., Boyd, P. W., Duce, R. A., Hunter, K. A., Kawahata, H., Kubilay, N., laRoche, J., Liss, P. S., Mahowald, N., Prospero, J. M., Ridgwell, A. J., Tegen, I., and Torres, R.: Global iron connections between desert dust, ocean biogeochemistry, and climate, Science, 308, 67–71, 2005. </reference>
		<reference numeration="25" content_type="text"> Koch, D., Jacob, D., Tegen, I., Rind, D., and Chin, M.: Tropospheric sulfur simulation and sulfate direct radiative forcing in the Goddard Institute for Space Studies general circulation model, J. Geophys. Res.-Atmos., 104, 23 799–23 822, 1999. </reference>
		<reference numeration="26" content_type="text"> Levin, Z., Teller, A., Ganor, E., and Yin, Y.: On the interactions of mineral dust, sea-salt particles, and clouds: A measurement and modeling study from the Mediterranean Israeli Dust Experiment campaign, J. Geophys. Res.-Atmos., 110, D20202, doi:10.1029/2005JD005810, 2005. </reference>
		<reference numeration="27" content_type="text"> Mahowald, N., Kohfeld, K., Hansson, M., Balkanski, Y., Harrison, S. P., Prentice, I. C., Schulz, M., and Rodhe, H.: Dust sources and deposition during the last glacial maximum and current climate: A comparison of model results with paleodata from ice cores and marine sediments, J. Geophys. Res.-Atmos., 104, 15 895–15 916, 1999. </reference>
		<reference numeration="28" content_type="text"> Mahowald, N., Luo, C., del Corral, J., and Zender, C. S.: Interannual variability in atmospheric mineral aerosols from a 22-year model simulation and observational data, J. Geophys. Res.-Atmos., 108, 4352, doi:10.1029/2002JD002821, 2003. </reference>
		<reference numeration="29" content_type="text"> Mahowald, N. M. and Kiehl, L. M.: Mineral aerosol and cloud interactions, Geophys. Res. Lett., 30, 1475, doi:10.1029/2002GL016762, 2003. </reference>
		<reference numeration="30" content_type="text"> Mahowald, N. M. and Luo, C.: A less dusty future?, Geophys. Res. Lett., 30, 1903, doi:10.1029/2003GL017880, 2003. </reference>
		<reference numeration="31" content_type="text"> Mahowald, N. M., Baker, A. R., Bergametti, G., Brooks, N., Duce, R. A., Jickells, T. D., Kubilay, N., Prospero, J. M., and Tegen, I.: Atmospheric global dust cycle and iron inputs to the ocean, Global Biogeochem Cy., 19, GB4025, doi:10.1029/2004GB002402, 2005. </reference>
		<reference numeration="32" content_type="text"> Marticorena, B. and Bergametti, G.: Modeling the Atmospheric Dust Cycle .1. Design of a Soil-Derived Dust Emission Scheme, J. Geophys. Res.-Atmos., 100, 16 415–16 430, 1995. </reference>
		<reference numeration="33" content_type="text"> Merrill, J. T., Uematsu, M., and Bleck, R.: Meteorological Analysis of Long-Range Transport of Mineral Aerosols over the North Pacific, J. Geophys. Res.-Atmos., 94, 8584–8598, 1989. </reference>
		<reference numeration="34" content_type="text"> Meskhidze, N., Nenes, A., Chameides, W. L., Luo, C., and Mahowald, N.: Atlantic Southern Ocean productivity: Fertilization from above or below?, Global. Biogeochem. Cy., 21, GB2006, doi:10.1029/2006GB002711, 2007. </reference>
		<reference numeration="35" content_type="text"> Miller, R. L., Cakmur, R. V., Perlwitz, J., Geogdzhayev, I. V., Ginoux, P., Koch, D., Kohfeld, K. E., Prigent, C., Ruedy, R., Schmidt, G. A., and Tegen, I.: Mineral dust aerosols in the NASA goddard institute for Space Sciences ModelE atmospheric general circulation model, J. Geophys. Res.-Atmos., 111, D06208, doi:10.1029/2005JD005796, 2006. </reference>
		<reference numeration="36" content_type="text"> Pierce, J. R. and Adams, P. J.: Global evaluation of CCN formation by direct emission of sea salt and growth of ultrafine sea salt, J. Geophys. Res.-Atmos., 111, D06203, doi:10.1029/2005JD006186, 2006. </reference>
		<reference numeration="37" content_type="text"> Posselt, R. and Lohmann, U.: Influence of Giant CCN on warm rain processes in the ECHAM5 GCM, Atmos. Chem. Phys., 8, 3769–3788, 2008. </reference>
		<reference numeration="38" content_type="text"> Prather, M. J.: Numerical Advection by Conservation of 2nd-Order Moments, J. Geophys. Res.-Atmos., 91, 6671–6681, 1986. </reference>
		<reference numeration="39" content_type="text"> Prospero, J. M. and Bonatti, E.: Continental Dust in Atmosphere of Eastern Equatorial Pacific, J. Geophys. Res., 74, 3362–3371, 1969. </reference>
		<reference numeration="40" content_type="text"> Prospero, J. M., Ginoux, P., Torres, O., Nicholson, S. E., and Gill, T. E.: Environmental characterization of global sources of atmospheric soil dust identified with the Nimbus 7 Total Ozone Mapping Spectrometer (TOMS) absorbing aerosol product, Rev. Geophys., 40, 1002, doi:10.1029/2000RG000095, 2002. </reference>
		<reference numeration="41" 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 Meteorologie Dynamique general circulation model, J. Geophys. Res.-Atmos., 110, D10S16, doi:10.1029/2004JD004757, 2005. </reference>
		<reference numeration="42" content_type="text"> Rosenfeld, D., Rudich, Y., and Lahav, R.: Desert dust suppressing precipitation: A possible desertification feedback loop, P. Natl. Acad. Sci. USA, 98, 5975–5980, 2001. </reference>
		<reference numeration="43" content_type="text"> Rosenzweig, C. and Abramopoulos, F.: Land-surface model development for the GISS GCM, J. Climate, 10, 2040–2054, 1997. </reference>
		<reference numeration="44" content_type="text"> Sassen, K., DeMott, P. J., Prospero, J. M., and Poellot, M. R.: Saharan dust storms and indirect aerosol effects on clouds: CRYSTAL-FACE results, Geophys. Res. Lett., 30, 1633, doi:10.1029/2003GL017371, 2003. </reference>
		<reference numeration="45" content_type="text"> Savoie, D. L. and Prospero, J. M.: Comparison of Oceanic and Continental Sources of Non-Sea-Salt Sulfate over the Pacific-Ocean, Nature, 339, 685–687, 1989. </reference>
		<reference numeration="46" content_type="text"> Shinn, E. A., Smith, G. W., Prospero, J. M., Betzer, P., Hayes, M. L., Garrison, V., and Barber, R. T.: African dust and the demise of Caribbean coral reefs, Geophys. Res. Lett., 27, 3029–3032, 2000. </reference>
		<reference numeration="47" content_type="text"> Sokolik, I. N., Winker, D. M., Bergametti, G., Gillette, D. A., Carmichael, G., Kaufman, Y. J., Gomes, L., Schuetz, L., and Penner, J. E.: Introduction to special section: Outstanding problems in quantifying the radiative impacts of mineral dust, J. Geophys. Res.-Atmos., 106, 18 015–18 027, 2001. </reference>
		<reference numeration="48" content_type="text"> Stier, P., Feichter, J., Kinne, S., Kloster, S., Vignati, E., Wilson, J., Ganzeveld, L., Tegen, I., Werner, M., Balkanski, Y., Schulz, M., Boucher, O., Minikin, A., and Petzold, A.: The aerosol-climate model ECHAM5-HAM, Atmos. Chem. Phys., 5, 1125–1156, 2005. </reference>
		<reference numeration="49" content_type="text"> Tegen, I. and Fung, I.: Modeling of Mineral Dust in the Atmosphere – Sources, Transport, and Optical-Thickness, J. Geophys. Res.-Atmos., 99, 22 897–22 914, 1994. </reference>
		<reference numeration="50" content_type="text"> Tegen, I. and Lacis, A. A.: Modeling of particle size distribution and its influence on the radiative properties of mineral dust aerosol, J. Geophys. Res.-Atmos., 101, 19 237–19 244, 1996. </reference>
		<reference numeration="51" 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="52" content_type="text"> Uematsu, M., Duce, R. A., Prospero, J. M., Chen, L., Merrill, J. T., and Mcdonald, R. L.: Transport of Mineral Aerosol from Asia over the North Pacific-Ocean, J. Geophys. Res.-Oc. Atm., 88, 5343–5352, 1983. </reference>
		<reference numeration="53" content_type="text"> Uematsu, M., Duce, R. A., and Prospero, J. M.: Deposition of Atmospheric Mineral Particles in the North Pacific-Ocean, J. Atmos. Chem., 3, 123–138, 1985. </reference>
		<reference numeration="54" content_type="text"> Umann, B., Arnold, F., Schaal, C., Hanke, M., Uecker, J., Aufmhoff, H., Balkanski, Y., and Van Dingenen, R.: Interaction of mineral dust with gas phase nitric acid and sulfur dioxide during the MINATROC II field campaign: First estimate of the uptake coefficient gamma(HNO3) from atmospheric data, J. Geophys. Res.-Atmos., 110, D22306, doi:10.1029/2005JD005906, 2005. </reference>
		<reference numeration="55" content_type="text"> Zender, C. S., Bian, H. S., and Newman, D.: Mineral Dust Entrainment and Deposition (DEAD) model: Description and 1990s dust climatology, J. Geophys. Res.-Atmos., 108, 4416, doi:10.1029/2002JD002775, 2003. </reference>
	</references>
</article>

