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<front>
<journal-meta>
<journal-id journal-id-type="publisher">ACP</journal-id>
<journal-title-group>
<journal-title>Atmospheric Chemistry and Physics</journal-title>
<abbrev-journal-title abbrev-type="publisher">ACP</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1680-7324</issn>
<publisher><publisher-name>Copernicus GmbH</publisher-name>
<publisher-loc>GÃ¶ttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/acp-11-3263-2011</article-id>
<title-group>
<article-title>Saharan and Asian dust: similarities and differences determined by CALIPSO, AERONET, and a coupled climate-aerosol microphysical model</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Su</surname>
<given-names>L.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Toon</surname>
<given-names>O. B.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Department of Atmospheric and Oceanic Sciences, Laboratory for Atmospheric and Space Physics, University of Colorado, Boulder, Colorado, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>05</day>
<month>04</month>
<year>2011</year>
</pub-date>
<volume>11</volume>
<issue>7</issue>
<fpage>3263</fpage>
<lpage>3280</lpage>
<permissions>
<license xlink:type="simple">
<license-p>This is an open-access article ditributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri xlink:href="http://www.atmos-chem-phys.net/11/3263/2011/acp-11-3263-2011.html">This article is available from http://www.atmos-chem-phys.net/11/3263/2011/acp-11-3263-2011.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/11/3263/2011/acp-11-3263-2011.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/11/3263/2011/acp-11-3263-2011.pdf</self-uri>
<abstract>
<p>This study compares the properties of atmospheric dust from the Saharan
deserts and the Asian deserts using data from CALIPSO and AERONET during
2006 and 2007 along with simulations using a coupled climate-microphysical
sectional model. Saharan deserts are largely south of 30Â° N, while Asian ones
are primarily north of 30Â° N, hence they experience different meteorological
regimes. Saharan dust lifting occurs all year long, primarily due to
subtropical weather systems. However, Asian dust is lifted mostly in spring
when mid-latitude frontal systems lead to high winds. Rainfall is more
abundant over Asia during the dust lifting events, leading to greater local
dust removal than over the Sahara. However, most dust removal is due to
sedimentation. Despite the different meteorological regimes, the same dust
lifting schemes work in models for Asian and Saharan dust. The magnitudes of
dust lifted in Africa and Asia differ significantly over the year. In our
model the yearly horizontal dust flux just downwind of the African dust
source is about 1088 Tg (10Â° Sâ€“40Â° N, 10Â° W) and from the Asian dust source it is
about 355 Tg (25Â° Nâ€“55Â° N, 105Â° E) in 2007, which is comparable to previous
studies. We find the difference in dust flux is mainly due to the larger
area over which dust is lifted in Africa than Asia. However, Africa also has
stronger winds in some seasons. Once lifted, the Saharan dust layers
generally move toward the west and descend in altitude from about 7 km to the
surface over several days in the cases studied. Asian dust often has
multiple layers (two layers in the cases studied) during transport largely
to the east. One layer stays well above boundary layer during transport and
shows little descent, while the other, lower, layer descends with time. This
observation contrasts with studies suggesting the descent of Saharan dust is
due to sedimentation of the particles, and suggests instead it is dominated
by meteorology. We find the size distributions of Asian and African dust are
similar when the dust is lifted, but the mode size can differ and secondary
size modes can develop probably due to differences in vertical wind
velocities during transport. The single scattering albedo of African and
Asian dust does differ, due primarily to the imaginary parts of the
refractive indexes being different, which in turn is likely due to different
dust composition. This study is a step towards a global understanding of
dust and its properties.</p>
</abstract>
<counts><page-count count="18"/></counts>
</article-meta>
</front>
<body/>
<back>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1</label><mixed-citation publication-type="other" xlink:type="simple"> Ackerman, A. S., Hobbs, P. V., and Toon, O. B.: A model for particle microphysics, turbulent mixing, and radiative transfer in the stratocumulus-topped marine boundary layer and comparisons with measurements, J. Atmos. Sci., 52, 1204â€“1236, 1995. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Arellano Jr., A. F., Raeder, K., Anderson, J. L., Hess, P. G., Emmons, L. K., Edwards, D. P., Pfister, G. G., Campos, T. L., and Sachse, G. W.: Evaluating model performance of an ensemble-based chemical data assimilation system during INTEX-B field mission, Atmos. Chem. Phys., 7, 5695â€“5710, http://dx.doi.org/10.5194/acp-7-5695-2007doi:10.5194/acp-7-5695-2007, 2007. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Barth, M. C., Rasch, P. J., Kiehl, J. T., Benkovitz, C. M., and Schwartz, S. E.: Sulfur chemistry in the National Center for Atmospheric Research Community Climate Model: Description, evaluation, features, and sensitivity to aqueous chemistry, J. Geophys. Res., 105, 1387â€“1415, 2000. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Betzer, P. R., Carder, K. L., Duce, R. A., Merrill, J. T., and Tindale, N. W.: Long-range transport of giant mineral aerosol particles, Nature, 336, 568â€“571, 1998. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Cairo, F., Donfrancesco, G., Adriani, A., Pulvirenti, L., and Fierli, F.: Comparison of Various Linear Depolarization Parameters Measured by Lidar, Appl. Opt., 38, 4425â€“4432, 1999. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Carmichael, G. R., Tang, Y., Kurata, G., Uno, I., Streets, D., Woo, J.-H., Huang, H., Yienger, J., Lefer, B., Shetter, R., Blake, D., Atlas, E., Fried, A., Apel, E., Eisele, F., Cantrell, C., Avery, M., Barrick, J., Sachse, G., Brune, W., Sandholm, S., Kondo, Y., Singh, H., Talbot, R., Bandy, A., Thorton, D., Clarke, A., and Heikes, B.: Regional-scale chemical transport modeling in support of intensive field experiments: Overview and analysis of the TRACE-P observations, J. Geophys. Res., 108(D21), 8823, http://dx.doi.org/10.1029/2002JD003117doi:10.1029/2002JD003117, 2003. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Chin, M., Ginoux, P., Lucchesi, R., Huebert, B., Weber, E., Anderson, T., Masonis, S., Blomquist, B., Bandy, A., and Thornton, D.: A global aerosol model forecast for the ACE-Asia field experiment, J. Geophys. Res., 108(D23), 8654, http://dx.doi.org/10.1029/2003JD003642doi:10.1029/2003JD003642, 2003. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Chin, M., Chu, D. A., Levy, R., Remer, L. A., Kaufman, Y. J., Holben, B. N., Eck, T., and Ginoux, P.: Aerosol distribution in the Northern Hemisphere during ACE-Asia: Results from global model, satellite observations, and Sun photometer measurements, J. Geophys. Res., 109, D23S90, http://dx.doi.org/10.1029/2004JD004829doi:10.1029/2004JD004829, 2004. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Clarke, A. D., Collins, W. G., Rasch, P. J., Kapustin, V. N., Moore, K., Howell, S., and Fuelberg, H. E.: Dust and pollution transport on global scales: Aerosol measurements and model predictions, J. Geophys. Res., 106, 32555â€“32569, 2001. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Colarco, P. R., Toon, O. B., Torres, O., and Rasch, P. J.: Determining the UV imaginary index of refraction of Saharan dust particles from Total Ozone Mapping Spectrometer data using a three-dimensional model of dust transport, J. Geophys. Res., 107(D16), 4312, http://dx.doi.org/10.1029/2001JD000903doi:10.1029/2001JD000903, 2002. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Colarco, P. R., Toon, O. B., and Holben, B. N.: Saharan dust transport to the Caribbean during PRIDE: 1. Influence of dust sources and removal mechanisms on the timing and magnitude of downwind aerosol optical depth events from simulations of in situ and remote sensing observations, J. Geophys. Res., 108(D19), 8589, http://dx.doi.org/10.1029/2002JD002658doi:10.1029/2002JD002658, 2003a. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> 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(D19), 8590, http://dx.doi.org/10.1029/2002JD002659doi:10.1029/2002JD002659, 2003b. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Collins, W. D., Rasch, P. J., Boville, B. A., Hack, J. J., McCaa, J. R., Williamson, D. L., Kiehl, L. T., Briegleb, B., Bitz, C., Lin, S., Zhang, M., and Dai, Y.: Description of the NCAR Community Atmosphere Model (CAM3.0), Technical Report NCAR/TN-464+STR, National Center for Atmospheric Research, Boulder, Colorado, 210~pp., 2004. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Cuesta, J., Marsham, J. H., and Parker, D. J.: Flamant C, Dynamical mechanisms controlling the vertical redistribution of dust and the thermodynamic structure of the West Saharan atmospheric boundary layer during summer, Atmos. Sci. Lett., 10, 34â€“42, 2009. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> DÃ­az, J. P., Exposito, F. J., Torres, C. J., CarreÃ±o, V., and Redondas, A.: Simulation of mineral dust effects on UV-radiation levels, J. Geophys. Res., 105, 4979â€“4991, 2000. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Doherty, O. M., Riemer, N., and Hameed, S.: Saharan mineral dust transport into the Caribbean: Observed atmospheric controls and trends, J. Geophys. Res., 113, D07211, http://dx.doi.org/10.1029/2007JD009171doi:10.1029/2007JD009171, 2008. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Draxler, R. R. and Rolph, G. D.: HYSPLIT (Hybrid Single-Particle Lagrangian Integrated Trajectory) model, Air Resour. Lab., NOAA, Silver Spring, Md. (available at: http://www.arl.noaa.gov/ready/hysplit4.html), 2003. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Dubovik, O., Smirnov, A., Holben, B. N., King, M. D., Kaufman, Y. J., and Slutsker, I.: Accuracy assessments of aerosol optical properties retrieved from AERONET sun and sky radiance measurements, J. Geophys. Res., 105, 9791â€“9806, 2000. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Duce, R.: The atmospheric input of trace species to the world ocean, Global Biogeochem. Cycle, 5, 193â€“259, 1991. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Duce, R. A., Unni, C. K., Ray, B. J., Prospero, J. M., and Merrill, J. T.: Long-range atmospheric transport of soil dust from Asia to the tropical North Pacific: temporal variability, Science, 209, 1522â€“1524, 1980. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Dunion, J. P. and Velden, C. S.: The impact of Saharan air layer on Atlantic tropical cyclone activity, Bull. Am. Meteorol. Soc., 85, 353â€“365, http://dx.doi.org/10.1175/BAMS-85-3-353doi:10.1175/BAMS-85-3-353, 2004. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Nowottnick, E., Colarco, P., Ferrare, R., Chen, G., Ismail, S., Anderson, B., and Browell, E.: Online simulations of mineral dust aerosol distributions: Comparisons to NAMMA observations and sensitivity to dust emission parameterization, J. Geophys. Res., 115, D03202, http://dx.doi.org/10.1029/2009JD012692doi:10.1029/2009JD012692, 2010. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Eguchi, K., Uno, I., Yumimoto, K., Takemura, T., Shimizu, A., Sugimoto, N., and Liu, Z.: Trans-pacific dust transport: integrated analysis of NASA/CALIPSO and a global aerosol transport model, Atmos. Chem. Phys., 9, 3137â€“3145, http://dx.doi.org/10.5194/acp-9-3137-2009doi:10.5194/acp-9-3137-2009, 2009. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Fernald, F. G.: Analysis of atmospheric lidar observations: some comments, Appl. Opt., 23, 652â€“653, 1984. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Fernald, F. G., Herman, B. M., and Reagan, J. A.: Determination of aerosol height distributions by lidar, Journal of Atmospheric Meteorology, 11, 482â€“489, 1972. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Ge, J., Su, J., Ackerman, T. P., Fu, Q., Huang, J., and Shi, J.: Dust aerosol optical properties retrieval and radiative forcing over northwestern China during the 2008 China-U.S joint field experiment, J. Geophys. Res., 115, D00K12, http://dx.doi.org/10.1029/2009JD013263doi:10.1029/2009JD013263, 2010. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Gillette, D. A. and Passi, R.: Modeling dust emission caused by wind erosion, J. Geophys. Res., 93, 14233â€“14242, 1988. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Gomes, L., Bergametti, G., Coud&apos;e-Gaussen, G., and Rognon, P.: Submicron desert dusts: A sandblasting process, J. Geophys. Res., 95, 13927â€“13935, 1990. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Gong, S. L., Zhang, X. Y., Zhao, T. L., McKendry, I. G., Jaffe, D. A., and Lu, N. M.: Characterization of soil dust aerosol in China and its transport and distribution during 2001 ACE-Asia: 2. Model simulation and validation, J. Geophys. Res., 108(D9), 4262, http://dx.doi.org/10.1029/2002JD002633doi:10.1029/2002JD002633, 2003. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Generoso, S., Bey, I., Labonne, M., and BrÃ©on, F. M.: Aerosol vertical distribution in dust outflow over the Atlantic: Comparisons between GEOS-Chem and Cloud-Aerosol Lidar and Infrared Pathfinder Satellite Observation (CALIPSO), J. Geophys. Res., 113, D24209, http://dx.doi.org/10.1029/2008JD010154doi:10.1029/2008JD010154, 2008. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> 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., 106, 20255â€“20273, 2001. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Grousset, F. E., Ginoux, P., Bory, A., and Biscaye, P. E.: Case study of a Chinese dust pume reaching the French Alps., Geophys. Res. Lett., 30, 1277, http://dx.doi.org/10.029/2002/g1016833doi:10.029/2002/g1016833, 2003. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Haywood, J. M., Allan, R. P., Culverwell, I., Slingo, A., Milton, S. F., Edwards, J. M., and Clerbaux, N.: Can desert dust explain the outgoing longwave radition anomaly over the Sahara during July 2003?, J. Geophys. Res.-Atmos., 110, D05105, http://dx.doi.org/10.1029/2004JD005232doi:10.1029/2004JD005232, 2005. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Haywood, J. M., Pelon, J., Formenti, P., Bharmal, N., Brooks, M., Capes, G., Chazette, P., Chou. C., Christopher, S., Coe, H., Cuesta, J., Derimian, Y., Desboeufs, K., Greed, G., Harrison, M., Heese, B., Highwood, E. J., Johnson, B., Mallet, M., Marticorena, B., Marsham, J., Milton, S., Myhre, G., Osborne, S. R., Parker, D. J., Rajot, J. -L., Schulz, M., Slingo, A., Tanre, D., and Tulet, P.: Overview of the Dust and Biomass-burning Experiment and African Monsoon Multidisciplinary Analysis Special Observing Period-0, J. Geophys. Res., 113, D00C17, http://dx.doi.org/10.1029/2008JD010077doi:10.1029/2008JD010077, 2008. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Heese, B. and Wiegner, M.: Vertical aerosol profiles from Raman polarization lidar observations during the dry season AMMA field campaign, J. Geophys. Res., 113, D00C11, http://dx.doi.org/10.1029/2007JD009487doi:10.1029/2007JD009487, 2008. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Heintzenberg, J.: The SAMUM-1 experiment over Southern Morocco: overview and introduction, Tellus, 61, 2â€“11, http://dx.doi.org/10.1111/j.1600-0889.2008.00403.xdoi:10.1111/j.1600-0889.2008.00403.x, 2008. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Holben, B. N., Eck, T. F., Slutsker, I., Tanreacute;, D., Buis, J. P., Setzer, A., Vermote, E. F., Reagan, J. A., Kaufman, Y. J., Nakajima, T., Lavenu, F., Jankowiak, I., and Smirnov, A.: AERONET-A federated instrument network and data archive for aerosol characterization, Remote Sens. Environ., 66, 1â€“16, 1998. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Huang, J., Minnis, P., Yi, Y., Tang, Q., Wang, X., Hu, Y., Liu, Z., Ayers, K., Trepte, C., and Winker, D.: Summer dust aerosols detected from CALIPSO over the Tibetan Plateau, Geophys. Res. Lett., 34, L18805, http://dx.doi.org/10.1029/2007GL029938doi:10.1029/2007GL029938, 2007. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Huang, J., Minnis, P., Chen, B., Huang, Z., Liu, Z., Zhao, Q., Yi, Y., and Ayers, J. K.: Long-range transport and vertical structure of Asian dust from CALIPSO and surface measurements during PACDEX, J. Geophys. Res., 113, D23212, http://dx.doi.org/10.1029/2008JD010620doi:10.1029/2008JD010620, 2008. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Huang, J., Fu, Q., Su, J., Tang, Q., Minnis, P., Hu, Y., Yi, Y., and Zhao, Q.: Taklimakan dust aerosol radiative heating derived from CALIPSO observations using the Fu-Liou radiation model with CERES constraints, Atmos. Chem. Phys., 9, 4011â€“4021, http://dx.doi.org/10.5194/acp-9-4011-2009doi:10.5194/acp-9-4011-2009, 2009. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Huebert, B. J., Bates, T., Russell, P. B., Shi, G., Kim, Y., Kawamura, K., Carmichael, G., and Nakajima, T.: An overview of ACE-Asia: Strategies for quantifying the relationships between Asian aerosols and their climatic impacts, J. Geophys. Res., 108(D23), 8633, http://dx.doi.org/10.1029/2003JD003550doi:10.1029/2003JD003550, 2003. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Husar, R. B., Tratt, D. M., Schichtel, B. A., Falke, S. R., Li, F., Jaffe, D., Gasso, S., Gill, T., Laulainen, N. S., Lu, F., Reheis, M. C., Chun, Y., Westphal, D., Holben, B. N., Gueymard, C., McKendry, I., Kuring, N., Feldman, G. C., McClain, C., Frouin, R. J., Merrill, J., DuBois, D., Vignola, F., Murayama, T., Nickovic, S., Wilson, W. E., Sassen, K., Sugimoto, N., and Malm, W. C.: Asian dust events of April 1998, J. Geophys. Res., 106, 18317â€“18330, 2001. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> IPCC, Climate Change: The Physical Science Basis, Contribution of Working Group 1 to the Fourth Assessment Report of the Intergovernmental Panel On Climate Change, edited by: Solomon, S., Qin, D., Manning, M., Chen, Z., Marquis, M., Averyt, K. B., Tignor, M., and Miller, H. L., Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 2007. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Jacob, D. J., Crawford, J. H., Kleb, M. M., Connors, V. S., Bendura, R. J., Raper, J. L., Sachse, G. W., Gille, J. C., Emmons, L., and Heald, C. L.: Transport and Chemical Evolution Over the Pacific (TRACE-P) aircraft mission: Design, execution, and first results, J. Geophys. Res., 108(D20), 9000, http://dx.doi.org/10.1029/2002JD003276doi:10.1029/2002JD003276, 2003. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Jensen, E. J., Toon, O. B., Westphal, D. L., Kinne, S., and Heymsfield, A. J.: Microphysical modeling of cirrus: 1.Comparison with 1986 FIRE IFO measurements, J. Geophys. Res., 99, 10421â€“10442, 1994. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Jones, C., Mahowald, N, and Luo, C.: The role of easterly waves on African desert dust transport, J. Clim., 16(22), 3617â€“3628, 2003. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Karyampudi, V. M., Palm, S. P., Reagen, J. A., Fang, H., Grant, W. B., Hoff, R. M., Moulin, C., Pierce, H. F., Torres, O., Browell, E. V., and Melfi, S. H.: Validation of the Saharan dust plume conceptual model using lidar, Meteosat, and ECMWF data, Bull. Am. Meteorol. Soc., 80, 1045â€“1075, 1999. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Kaufman, Y. J. and Fraser, R. S.: The effect of smoke particles on cloud and climate forcing, Science, 277, 1636â€“1639, 1997. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Kaufman, Y. J., Tanre, D., Dubovik, O., Karnieli, A., and Remer, L. A.: Absorption of sunlight by dust as Inferred from satellite and ground-based remote sensing, Geophys. Res. Lett., 28, 1479â€“1483, 2001. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Kistler, R., Kalnay, E., Collins, W., Saha, S., White, G., Woollen, J., Chelliah, M., Ebisuzaki, W., Kanamitsu, M., Kousky, V., van den Dool, H., Jenne, R., and Fiorino, M.: The NCEP-NCAR 50-year reanalysis: monthly means CD-ROM and documentation, Bull. Amer. Meteor. Soc., 82(2), 247â€“267, 2001. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> Knippertz, P., Deutscher, C., Kandler, K., Muller, T., Schulz, O., and Schutz, L.: Dust mobilization due to density currents in the Atlas region: Observations from the Saharan Mineral Dust Experiment 2006 field campaign, J. Geophys. Res., 112, D21109, http://dx.doi.org/10.1029/2007JD008774doi:10.1029/2007JD008774, 2007. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Laurent, B., Marticorena, B., Bergametti, G., and Mei, F.: Modeling mineral dust emissions from Chinese and Mongolian deserts, Global Planet. Change, 52, 121â€“141, 2006. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Lee, E.-H. and Sohn, B.-J.: Examining the impact of wind and surface vegetation on the Asian dust occurrence over three classified source regions, J. Geophys. Res., 114, D06205, http://dx.doi.org/10.1029/2008JD010687doi:10.1029/2008JD010687, 2009. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Lin, S.-J. and Rood, R. B. : Multidimensional Flux-Form Semi-Lagrangian Transport Schemes, Mon. Weather Rev., 124(9), 2046â€“2070, http://dx.doi.org/10.1175/1520-0493(1996)124&lt;2046:MFFSLT&gt;2.0.CO;2doi:10.1175/1520-0493(1996)124&lt;2046:MFFSLT&gt;2.0.CO;2, 1996. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Liu, D., Wang, Z., Liu, Z., Winker, D., and Trepte, C.: A height resolved global view of dust aerosols from the first year CALIPSO lidar measurements, J. Geophys. Res., 113, D16214, http://dx.doi.org/10.1029/2007JD009776doi:10.1029/2007JD009776, 2008. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> Liu, Z., Sugimoto, N., and Murayama, T.: Extinction-to-backscatter ratio of Asian dust observed by high-spectral- resolution lidar and Raman lidar, Appl. Opt., 41, 2760â€“2767, 2002. </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple"> Liu, Z., Hunt, W., Vaughan, M., Hostetler, C., McGill, M., Powell, K., Winker, D., and Hu, Y.: Estimating random errors due to shot noise in backscatter lidar observations, Appl. Opt., 45, 4437â€“4447, 2006. </mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple"> Liu, Z., Liu, D., Huang, J., Vaughan, M., Uno, I., Sugimoto, N., Kittaka, C., Trepte, C., Wang, Z., Hostetler, C., and Winker, D.: Airborne dust distributions over the Tibetan Plateau and surrounding areas derived from the first year of CALIPSO lidar observations, Atmos. Chem. Phys., 8, 5045â€“5060, http://dx.doi.org/10.5194/acp-8-5045-2008doi:10.5194/acp-8-5045-2008, 2008a. </mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple"> Liu, Z., Omar, A., Vaughan, M., Hair, J., Kittaka, C., Hu, Y., Powell, K., Trepte, C., Winker, D., Hostetler, C., Ferrare, R., and Pierce, R.: CALIPSO lidar observations of the optical properties of Saharan dust: A case study of long-range transport. J. Geophys. Res., 113, D07207, http://dx.doi.org/10.1029/2007JD008878doi:10.1029/2007JD008878, 2008b. </mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple"> Lyamani ,H., Olmo, F. J., and Alados-Arboledas, L.: Saharan dust outbreak over southeastern Spain as detected by sun photometer, Atmos. Environ., 39(38), 7276â€“7284, 2005. </mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple"> Mahowald, N., Kohfeld, K., Hansson, M., Balkanski, Y., Harrison, S. P., Printice, 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., 104, 15895â€“15916, 1999. </mixed-citation>
</ref>
<ref id="ref62">
<label>62</label><mixed-citation publication-type="other" xlink:type="simple"> Mahowald, N., Yoshioka, M., Collins, W., Conley, A., Fillmore, D., and Coleman, D.: Climate response and radiative forcing from mineral aerosols during the glacial maximum, pre- industrial, current and doubled-carbon dioxide climates, Geophys. Res. Lett., 33, L20705, http://dx.doi.org/10.1029/2006GL026126doi:10.1029/2006GL026126, 2006. </mixed-citation>
</ref>
<ref id="ref63">
<label>63</label><mixed-citation publication-type="other" xlink:type="simple"> Maring, H., Savoie, D. L., Izaguirre, M. A., and Custals, L.: Vertical distributions of dust and sea salt over Puerto Rico during PRIDE measured from a light aircraft, J. Geophys., 108, 8587, http://dx.doi.org/10.1029/2002JD002544doi:10.1029/2002JD002544, 2003. </mixed-citation>
</ref>
<ref id="ref64">
<label>64</label><mixed-citation publication-type="other" xlink:type="simple"> Marsham, J. H., Parker, D. J., Grams, C. M., Johnson, B. T., Grey, W. M. F., and Ross, A. N.: Observations of mesoscale and boundary-layer scale circulations affecting dust transport and uplift over the Sahara, Atmos. Chem. Phys., 8, 6979â€“6993, http://dx.doi.org/10.5194/acp-8-6979-2008doi:10.5194/acp-8-6979-2008, 2008. </mixed-citation>
</ref>
<ref id="ref65">
<label>65</label><mixed-citation publication-type="other" xlink:type="simple"> Marticorena, B., Bergametti, G., Aumont, B., Callot, Y., N&apos;Doum&apos;e, C., and Legrand, M.: Modeling the atmospheric dust cycle: 2. Simulation of Saharan dust sources, J. Geophys. Res., 102, 4387â€“4404, http://dx.doi.org/10.1029/96JD02964doi:10.1029/96JD02964, 1997. </mixed-citation>
</ref>
<ref id="ref66">
<label>66</label><mixed-citation publication-type="other" xlink:type="simple"> Marticorena, B. and Bergametti, G.: Modeling the atmospheric dust cycle: 1. Design of a soil-derived dust emission scheme, J. Geophys. Res., 100(D8), 16415â€“16430, http://dx.doi.org/10.1029/95JD00690doi:10.1029/95JD00690, 1995. </mixed-citation>
</ref>
<ref id="ref67">
<label>67</label><mixed-citation publication-type="other" xlink:type="simple"> Martin, J. H.: Testing the iron hypothesis in ecosystem of the equatorial Pacific Ocean, Nature, 371, 123â€“129, 1994. </mixed-citation>
</ref>
<ref id="ref68">
<label>68</label><mixed-citation publication-type="other" xlink:type="simple"> McKendry, I. G., Macdonald, A. M., Leaitch, W. R., van Donkelaar, A., Zhang, Q., Duck, T., and Martin, R. V.: Trans-Pacific dust events observed at Whistler, British Columbia during INTEX-B, Atmos. Chem. Phys., 8, 6297â€“6307, http://dx.doi.org/10.5194/acp-8-6297-2008doi:10.5194/acp-8-6297-2008, 2008. </mixed-citation>
</ref>
<ref id="ref69">
<label>69</label><mixed-citation publication-type="other" xlink:type="simple"> McNaughton, C. S., Clarke, A. D., Kapustin, V., Shinozuka, Y., Howell, S. G., Anderson, B. E., Winstead, E., Dibb, J., Scheuer, E., Cohen, R. C., Wooldridge, P., Perring, A., Huey, L. G., Kim, S., Jimenez, J. L., Dunlea, E. J., DeCarlo, P. F., Wennberg, P. O., Crounse, J. D., Weinheimer, A. J., and Flocke, F.: Observations of heterogeneous reactions between Asian pollution and mineral dust over the Eastern North Pacific during INTEX-B, Atmos. Chem. Phys., 9, 8283â€“8308, http://dx.doi.org/10.5194/acp-9-8283-2009doi:10.5194/acp-9-8283-2009, 2009. </mixed-citation>
</ref>
<ref id="ref70">
<label>70</label><mixed-citation publication-type="other" xlink:type="simple"> Müller, D., Heinold, B., Tesche, M., Tegen, I., Althausen, D., Arboledas, L. A., Amiridis, V., Amodeo, A., Ansmann, A., Balis, D., Comeron, A., D&apos;Amico, G., Gerasopoulos, E., Guerrero-Rascado, J. L., Freudenthaler, V., Giannakaki, E., Heese, B., Iarlori, M., Knippertz, P., Mamouri, R. E., Mona, L., Papayannis, A., Pappalardo, G., Perrone, R.-M., Pisani, G., Rizi, V., Sicard, M., Spinelli, N., Tafuro, A., and Wiegner, M.: EARLINET observations of the 14â€“22-May long-range dust transport event during SAMUM 2006: validation of results from dust transport modeling, Tellus, 61(1), 325â€“339, http://dx.doi.org/10.1111/j.1600-0889.2008.00400.xdoi:10.1111/j.1600-0889.2008.00400.x, 2008. </mixed-citation>
</ref>
<ref id="ref71">
<label>71</label><mixed-citation publication-type="other" xlink:type="simple"> Osborne, S. R., Johnson, B. T., Haywood, J. M., Baran, A. J., Harrison, M. A. J., and McConnell, C. L.: Physical and optical properties of mineral dust aerosol during the Dust and Biomass-burning Experiment, J. Geophys. Res., 113, D00C03, http://dx.doi.org/10.1029/2007JD009551doi:10.1029/2007JD009551, 2008. </mixed-citation>
</ref>
<ref id="ref72">
<label>72</label><mixed-citation publication-type="other" xlink:type="simple"> Pandithurai, G., Dipu, S., Dani, K. K., Tiwari, S., Bisht, D. S., Devara, P. C. S., and Pinker, R. T.: Aerosol radiative forcing during dust events over New Delhi, India, J. Geophys. Res., 113, D13209, http://dx.doi.org/10.1029/2008JD009804doi:10.1029/2008JD009804, 2008. </mixed-citation>
</ref>
<ref id="ref73">
<label>73</label><mixed-citation publication-type="other" xlink:type="simple"> Patterson, E. M., Gillette, D., and Stockton, B. H.: Complex index of refraction between 300 and 700 nm for Saharan aerosols, J. Geophys. Res., 82, 3153â€“3160, 1997. </mixed-citation>
</ref>
<ref id="ref74">
<label>74</label><mixed-citation publication-type="other" xlink:type="simple"> Pfister, L., Selkirk, H. B., Starr, D. O., Rosenlof, K., and Newman, P. A.: A meteorological overview of the TC4 mission, J. Geophys. Res., 115, D00J12, http://dx.doi.org/10.1029/2009JD013316doi:10.1029/2009JD013316, 2010. </mixed-citation>
</ref>
<ref id="ref75">
<label>75</label><mixed-citation publication-type="other" xlink:type="simple"> Prospero, J.: The atmospheric transport of particles to the ocean, in Particle Flux in the Ocean, 18â€“152, John Wiley, New York, 1996. </mixed-citation>
</ref>
<ref id="ref76">
<label>76</label><mixed-citation publication-type="other" xlink:type="simple"> Prospero, J.: Long-term measurements of the transport of African mineral dust to the southeastern United States: Implications for regional air quality, J. Geophys. Res., 104, 15917â€“15927, 1999. </mixed-citation>
</ref>
<ref id="ref77">
<label>77</label><mixed-citation publication-type="other" xlink:type="simple"> Prospero, J. M. and Carlson, T. N.: Vertical and areal distribution of Saharan dust over the western equatorial North Atlantic ocean, J. Geophys. Res., 77, 5255â€“5265, 1972. </mixed-citation>
</ref>
<ref id="ref78">
<label>78</label><mixed-citation publication-type="other" xlink:type="simple"> Prospero, J. and Carlson, T.: Saharan air outbreaks over the tropical North Atlantic, Pure Appl. Geophys., 119, 677â€“691, 1981. </mixed-citation>
</ref>
<ref id="ref79">
<label>79</label><mixed-citation publication-type="other" xlink:type="simple"> Prupacher, H.R. and Klett, J. D.: Microphysics of Clouds and Precipitation, Kluwer Academic Publishers, ISBN 9780792344094, 976~pp., 1996. </mixed-citation>
</ref>
<ref id="ref80">
<label>80</label><mixed-citation publication-type="other" xlink:type="simple"> Rajot, J. L., Formenti, P., Alfaro, S., Desboeufs, K, Chevaillier, S., Chatenet, B., Gaudichet, A., Journet, E., Marticorena, B., Triquet, S., Maman, A., Mouget, N., and Zakou, A.: AMMA dust experiment: An overview of measurements performed during the dry season special observation period (SOP0) at the Banizoumbou (Niger) supersite, J. Geophys. Res., 113, D00C14, http://dx.doi.org/10.1029/2008JD009906doi:10.1029/2008JD009906, 2008. </mixed-citation>
</ref>
<ref id="ref81">
<label>81</label><mixed-citation publication-type="other" xlink:type="simple"> Ramanathan, V., Crutzen, P. J., Lelieveld, J., Mitra, A. P., Althausen, D., Anderson, J., Andreae, M. O., Cantrell, W., Cass, G. R., Chung, C. E., Clarke, A. D., Coakley, J. A., Collins, W. D., Conant, W. C., Dulac, F., Heintzenberg, J., Heymsfield, A. J., Holben, B., Howell, S., Hudson, J., Jayaraman, A., Kiehl, J. T., Krishnamurti, T. N., Lubin, D., McFarquhar, G., Novakov, T., Ogren, J. A., Podgorny, I. A., Prather, K., Priestley, K., Prospero, J. M., Quinn, P. K., Rajeev, K., Rasch, P., and Rupert, S., Sadourny, R., Satheesh, S. K., Shaw, G. E., Sheridan, P., and Valero, F. P. J.: The Indian Ocean Experiment: An integrated assessment of the climate forcing and effects of the great Indo-Asian haze, J. Geophys. Res., 106(D22), 28371â€“28399, http://dx.doi.org/10.1029/2001JD900133doi:10.1029/2001JD900133, 2001. </mixed-citation>
</ref>
<ref id="ref82">
<label>82</label><mixed-citation publication-type="other" xlink:type="simple"> Rasch, P. J., Collins, W. D., and Eaton, B. E.: Understanding the Indian Ocean Experiment (INDOX) aerosol distributions with an aerosol assimilation, J. Geophys. Res., 106, 7337â€“7355, 2001. </mixed-citation>
</ref>
<ref id="ref83">
<label>83</label><mixed-citation publication-type="other" xlink:type="simple"> Rea, D. K., Leinen, M., and Janecek, T. R.: Geologic approach to the long-term history of atmospheric circulation, Science, 227, 721â€“725, 1985. </mixed-citation>
</ref>
<ref id="ref84">
<label>84</label><mixed-citation publication-type="other" xlink:type="simple"> Reid, J. S., Westphal, D. L., Livingston, J. M., Savoie, D. L., Maring, H. B., Jonsson, H. H., Eleuterio, D. P., Kinney, J. E., and Reid, E. A.: Dust vertical distribution in the Caribbean during the Puerto Rico Dust Experiment, Geophys. Res. Lett., 29(7), 1151, http://dx.doi.org/10.1029/2001GL014092doi:10.1029/2001GL014092, 2002. </mixed-citation>
</ref>
<ref id="ref85">
<label>85</label><mixed-citation publication-type="other" xlink:type="simple"> Reid, J. S., Kinney, J. E., Westphal, D. L., Holben, B. N., Welton, E. J., Tsay, S., Eleuterio, D. P., Campbell, J. R., Christopher, S. A., Colarco, P. R., Jonsson, H. H., Livingston, J. M., Maring, H. B., Meier, M. L., Pilewskie, P., Prospero, J. M., Reid, E. A., Remer, L. A., Russell, P. B., Savoie, D. L., Smirnov, A., and TanrÃ©, D.: Analysis of measurements of Saharan dust by airborne and ground-based remote sensing methods during the Puerto Rico Dust Experiment (PRIDE), J. Geophys. Res., 108(D19), 8586, http://dx.doi.org/10.1029/2002JD002493doi:10.1029/2002JD002493, 2003. </mixed-citation>
</ref>
<ref id="ref86">
<label>86</label><mixed-citation publication-type="other" xlink:type="simple"> Sassen, K.: Lidar backscatter depolarization technique for cloud and aerosol research, in Light Scattering by Nonspherical Particles: Theory, Measurements, and Geophysical Applications, edited by: Mishchenko, M. L., Hovenier, J. W., and Travis, L. D.,393â€“416, Academic Press, San Diego, 2000. </mixed-citation>
</ref>
<ref id="ref87">
<label>87</label><mixed-citation publication-type="other" xlink:type="simple"> Schulz, M., Balkanski, Y., Guelle, W., and Dulac, F.: Role of aerosol size distribution and Source location in a three dimensional simulation of a saharan dust episode tested against satellite derived optical thickness, J. Geophys. Res., 103, 10579â€“10592, 1998. </mixed-citation>
</ref>
<ref id="ref88">
<label>88</label><mixed-citation publication-type="other" xlink:type="simple"> Seinfeld, J. H. and Pandis, S. N.: Atmospheric Chemistry and Physics: From Air Pollution to Climate Change, John Wiley &amp; Sons, 1998. </mixed-citation>
</ref>
<ref id="ref89">
<label>89</label><mixed-citation publication-type="other" xlink:type="simple"> Seinfeld, J. H., Carmichael, G. R., Arimoto, R., Conant, W. C., Brechtel, F. J., Bates, T. S., Cahill, T. A., Clarke, A. D., Doherty, S. J., Flatau, P. J., Huebert, B. J., Kim, J., Markowicz, K. M., Quinn, P. K., Russell, L. M., Russell, P. B., Shimizu, A., Shinozuka, Y., Song, C. H., Tang Y., Uno, I., Vogelmann, A. M., Weber, R. J., Woo, J., and Zhang, Y.: ACE-ASIA â€“ Regional climatic and atmospheric chemical effects of Asian dust and pollution, Bull. Am. Meteorol. Soc., 85(3), 367â€“380, http://dx.doi.org/10.1175/BAMS-85-3-367doi:10.1175/BAMS-85-3-367, 2004. </mixed-citation>
</ref>
<ref id="ref90">
<label>90</label><mixed-citation publication-type="other" xlink:type="simple"> Shao, Y. and Dong, C. H.: A Review on East Asian Dust Storm Climate, Modelling and Mornitoring, Global Planet. Changes, 52, 1â€“22, 2006. </mixed-citation>
</ref>
<ref id="ref91">
<label>91</label><mixed-citation publication-type="other" xlink:type="simple"> Shao, Y. and Lu, I.: A simple expression for wind erosion threshold friction velocity, J. Geophys. Res., 105, 22437â€“22443, 2000. </mixed-citation>
</ref>
<ref id="ref92">
<label>92</label><mixed-citation publication-type="other" xlink:type="simple"> Shao, Y. and Raupach, M.: Effect of saltation bombardment by wind, J. Geophys. Res., 98, 12719â€“12726, 1993. </mixed-citation>
</ref>
<ref id="ref93">
<label>93</label><mixed-citation publication-type="other" xlink:type="simple"> Shaw, G. E.: Transport of Asian Desert Aerosol to the Hawaiian Islands, J. Appl. Meteorol., 19, 1254â€“1259, 1980. </mixed-citation>
</ref>
<ref id="ref94">
<label>94</label><mixed-citation publication-type="other" xlink:type="simple"> Shimizu, A., Sugimoto, N., Matsui, I., Arao, K., Uno, I., Murayama, T., Kagawa, N., Aoki, K., Uchiyama, A., and Yamazaki, A.: Continuous observations of Asian dust and other aerosols by polarization lidars in China and Japan during ACE-Asia, J. Geophys. Res., 109, D19S17, http://dx.doi.org/10.1029/2002JD003253doi:10.1029/2002JD003253, 2004. </mixed-citation>
</ref>
<ref id="ref95">
<label>95</label><mixed-citation publication-type="other" xlink:type="simple"> Shinn, E. A., Smith, J. M., Prospero, G. W., Betzer, P., Hayes, M. L., Garrison, V., and Barber, R. T.: African dust and the demise of Caribbean coral reefs, Geophys. Res. Lett., 27, 3029â€“3032, 2000. </mixed-citation>
</ref>
<ref id="ref96">
<label>96</label><mixed-citation publication-type="other" xlink:type="simple"> Smirnov, A., Holben, B. N, Savoie, D., Prospero, J. M., Kaufmann, Y. J., TanrÃ©, D., Eck, T. F., and Slutsker, I. S.: Relationship between column aerosol optical thickness and in situ ground based dust concentrations over Barbados, Geophys. Res. Lett., 27, 1643â€“1646, 2000. </mixed-citation>
</ref>
<ref id="ref97">
<label>97</label><mixed-citation publication-type="other" xlink:type="simple"> Sokolik, I. N. and Toon, O. B.: Direct radiative forcing by anthropogenic airborne mineral aerosols, Nature, 381, 681â€“683, http://dx.doi.org/10.1038/381681a0doi:10.1038/381681a0, 1996. </mixed-citation>
</ref>
<ref id="ref98">
<label>98</label><mixed-citation publication-type="other" xlink:type="simple"> Sokolik, I. N. and Toon, O. B.: Incorporation of mineralogical composition into models of the radiative properties of mineral aerosol from UV to IR wavelengths, J. Geophys. Res., 104, 9423â€“9444, 1999. </mixed-citation>
</ref>
<ref id="ref99">
<label>99</label><mixed-citation publication-type="other" xlink:type="simple"> Stith, J. L., Ramanathan, V., Cooper, W. A., Roberts, G. C., DeMott, P. J., Carmichael, G., Hatch, C. D., Adhikary, B., Twohy, C. H., Rogers, D. C., Baumgardner, D., Prenni, A. J., Campos, T., Gao, R., Anderson, J., and Feng, Y.: An overview of aircraft observations from the Pacific Dust Experiment campaign, J. Geophys. Res., 114, D05207, http://dx.doi.org/10.1029/2008JD010924doi:10.1029/2008JD010924, 2009. </mixed-citation>
</ref>
<ref id="ref100">
<label>100</label><mixed-citation publication-type="other" xlink:type="simple"> Su, L. and Toon, O. B.: Numerical simulations of Asian dust storms using a coupled climate-aerosol microphysical model, J. Geophys. Res., 114, D14202, http://dx.doi.org/10.1029/2008JD010956doi:10.1029/2008JD010956, 2009. </mixed-citation>
</ref>
<ref id="ref101">
<label>101</label><mixed-citation publication-type="other" xlink:type="simple"> Tegen, I. and Fung, I.: Modeling of mineral dust in the atmosphere: Sources, transport, and Optical thickness, J. Geophys. Res., 99, 22897â€“22914, 1994. </mixed-citation>
</ref>
<ref id="ref102">
<label>102</label><mixed-citation publication-type="other" xlink:type="simple"> Toon, O. B.: African dust in Florida clouds, Nature, 424, 623â€“624, 2003. </mixed-citation>
</ref>
<ref id="ref103">
<label>103</label><mixed-citation publication-type="other" xlink:type="simple"> Toon, O. B., Turco, R., Westphal, D., Malone, R., and Liu, M.: A multidimensional model for aerosols: Description of computational analogs, J. Atmos. Sci., 45, 2123â€“2143, http://dx.doi.org/10.1175/1520-0469(1988)045&lt;2123:AMMFAD&gt;2.0.CO;2doi:10.1175/1520-0469(1988)045&lt;2123:AMMFAD&gt;2.0.CO;2, 1988. </mixed-citation>
</ref>
<ref id="ref104">
<label>104</label><mixed-citation publication-type="other" xlink:type="simple"> Tratt, D. M., Frouin, R. J., and Westphal, D. L.: April 1998 Asian dust event: A southern California perspective, J. Geophys. Res., 106(D16), 18371â€“18379, 2001. </mixed-citation>
</ref>
<ref id="ref105">
<label>105</label><mixed-citation publication-type="other" xlink:type="simple"> Uno, I., Carmichael, G. R., Streets, D. G., Tang, Y., Yienger, J. J., Satake, S., Wang, Z., Woo, J., Guttikunda, S., Uematsu, M., Matsumoto, K., Tanimoto, H., Yoshioka, K., and Lida, T.: Regional chemical weather forecasting using CFORS: Analysis of surface observation at Japanese Island Station during the ACE-Asia experiment, J. Geophys. Res. 108(D23), 8668, http://dx.doi.org/10.1029/2002JD002845doi:10.1029/2002JD002845, 2002. </mixed-citation>
</ref>
<ref id="ref106">
<label>106</label><mixed-citation publication-type="other" xlink:type="simple"> Uno, I., Satake, S., Carmichael, G. R., Tang, Y., Wang, Z., Takemura, T., Sugimoto, N., Shimizu, A., Murayama, T., Cahill, T. A., Cliff, S., Uematsu, M., Ohta., S., Quinn., P. K., and Bates, T. S.: Numerical study of Asian dust transport during the springtime of 2001 simulated with the Chemical Weather Forecasting System (CFORS) model, J. Geophys. Res., 109, D19S24, http://dx.doi.org/10.1029/2003JD004222doi:10.1029/2003JD004222, 2004. </mixed-citation>
</ref>
<ref id="ref107">
<label>107</label><mixed-citation publication-type="other" xlink:type="simple"> Uno, I., Harada, K., Satake, S., Hara, Y., and Wang, Z.: Meteorological Characteristics and dust distribution of the Tarim Basin simulated by the nesting RAMS/CFORS dust model, J. Meteorol. Soc. Jpn., 83A, 219â€“239, 2005. </mixed-citation>
</ref>
<ref id="ref108">
<label>108</label><mixed-citation publication-type="other" xlink:type="simple"> Uno, I., Yumimoto, K., Shimizu, A., Hara, Y., Sugimoto, N., Wang, Z., Liu, Z., and Winker, D. M.: 3D structure of Asian dust transport revealed by CALIPSO lidar and a 4DVAR dust model, Geophys. Res. Lett., 35, L06803, http://dx.doi.org/10.1029/2007GL032329doi:10.1029/2007GL032329, 2008. </mixed-citation>
</ref>
<ref id="ref109">
<label>109</label><mixed-citation publication-type="other" xlink:type="simple"> Uno, I., Eguchi, K., Yumimoto, K., Takemura, T., Shimizu, A., Uematsu., M., Liu, Z., Wang, Z., Hara, Y., and Sugimoto, N.: Asian dust transported one full circuit around the globe, Nat. Geosci., 2, 557â€“560, http://dx.doi.org/10.1038/ngeo583doi:10.1038/ngeo583, 2009. </mixed-citation>
</ref>
<ref id="ref110">
<label>110</label><mixed-citation publication-type="other" xlink:type="simple"> VanCuren, R. A.: Asian aerosols in North America: Extracting the chemical composition and mass concentration of the Asian continental aerosol plume from long-term aerosol records in the western United States, J. Geophys. Res., 108(D20), 4623, http://dx.doi.org/10.1029/2003JD003459doi:10.1029/2003JD003459, 2003. </mixed-citation>
</ref>
<ref id="ref111">
<label>111</label><mixed-citation publication-type="other" xlink:type="simple"> Westphal, D. L., Toon, O. B., and Carlson, T. N.: A two-dimensional numerical investigation of the dynamics and microphysics of Saharan dust storms, J. Geophys. Res., 92, 3027â€“3049, 1987. </mixed-citation>
</ref>
<ref id="ref112">
<label>112</label><mixed-citation publication-type="other" xlink:type="simple"> Winker, D. M., Pelon, J. R., and McCormick, M. P.: The CALIPSO mission: Spaceborne lidar for observation of aerosols and clouds, Proc. SPIE, 4893, 1â€“11, 2003. </mixed-citation>
</ref>
<ref id="ref113">
<label>113</label><mixed-citation publication-type="other" xlink:type="simple"> Winker, D. M., Hunt, W. H., and McGill, M. J.: Initial performance assessment of CALIOP, Geophys. Res. Lett., 34, L19803, http://dx.doi.org/10.1029/2007GL030135doi:10.1029/2007GL030135, 2007. </mixed-citation>
</ref>
<ref id="ref114">
<label>114</label><mixed-citation publication-type="other" xlink:type="simple"> Winker, D. M., Pelon, J., Coakley, J. A., Ackerman, S. A., Charlson, R., Colarco, P. R., Flamant, p., Fu, Q., Hoff, R. M., Kittaka, C., Kubar,. T. L., Le Treut, H., MvCormick, M. p., Megie, G., Poople, L., Powell, K., Trepte, C., Vaughan, M. A., Wielicki, B. A.: The CALIPSO mission: a global 3D view of aerosols and clouds, Bull. Amer. Meteor. Soc., 91(9), 1211â€“1229, 2010. </mixed-citation>
</ref>
<ref id="ref115">
<label>115</label><mixed-citation publication-type="other" xlink:type="simple"> Wu, L.: Impact of Saharan air layer on hurricane peak intensity, Geophys. Res. Lett., 34, L09802, http://dx.doi.org/10.1029/2007GL029564doi:10.1029/2007GL029564, 2007. </mixed-citation>
</ref>
<ref id="ref116">
<label>116</label><mixed-citation publication-type="other" xlink:type="simple"> Young, S., Winker, D., Vaughan, M., Hu, Y., and Kuehn, R.: Extinction Retrieval Algorithms, CALIOP algorithm theoretical basis document PC-SCI-202 Part 4, available at: http://www.calipso.larc.nasa.gov/resources/pdfs/PC-SCI-202_Part4_v1.0.pdf, 2008. </mixed-citation>
</ref>
<ref id="ref117">
<label>117</label><mixed-citation publication-type="other" xlink:type="simple"> Zender, C. S., Huisheng, B., and Newman, D.: Mineral dust entrainment and Deposition (DEAD) model: Description and 1990s dust climatology, J. Geophys. Res., 108(D14) ,4416, http://dx.doi.org/10.1029/2002JD002775doi:10.1029/2002JD002775, 2003a. </mixed-citation>
</ref>
</ref-list>
</back>
</article>