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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>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/acp-12-1611-2012</article-id>
<title-group>
<article-title>The Mineral Dust Cycle in EMAC 2.40: sensitivity to the spectral resolution and the dust emission scheme</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Gläser</surname>
<given-names>G.</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>Kerkweg</surname>
<given-names>A.</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>Wernli</surname>
<given-names>H.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Institute for Atmospheric Physics, University of Mainz, 55099 Mainz, Germany</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Institute for Atmospheric and Climate Science, ETH Zurich, Zurich, Switzerland</addr-line>
</aff>
<pub-date pub-type="epub">
<day>14</day>
<month>02</month>
<year>2012</year>
</pub-date>
<volume>12</volume>
<issue>3</issue>
<fpage>1611</fpage>
<lpage>1627</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>
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<self-uri xlink:href="http://www.atmos-chem-phys.net/12/1611/2012/acp-12-1611-2012.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/12/1611/2012/acp-12-1611-2012.pdf</self-uri>
<abstract>
<p>This first detailed analysis of the mineral dust cycle in the ECHAM5/MESSy
Atmospheric Chemistry (EMAC) model system investigates the performance of two
dust emission schemes, following the approach of Balkanski
et al. (2004) and Tegen et al. (2002), respectively, and the influence of the horizontal model
resolution. Here the spectral resolutions T42, T63, T85, and T106 are
investigated. A basic sulphur chemistry, enabling the coating of insoluble
dust particles to make them soluble, is employed in order to realistically
describe the ageing and wet deposition of mineral dust. Independent of the
dust emission scheme the five-year simulations with the horizontal
resolutions T42 and T63 produce unrealistically high emissions at some grid
points in the Tarim Basin in Central Asia, leading to very high dust loads in
polar regions. With these coarse resolutions, dust source grid points in the
basin and elevated grid points of the Himalayas with high wind speeds cannot
be distinguished, causing this overestimation. In T85 and T106 these regions
are well separated and considerably less dust is emitted there. With the
chosen model setup, the dust emission scheme by Balkanski et al. (2004) places
the global maximum of emissions in the Thar Desert in India. This is
unrealistic as the Sahara Desert is known to be the largest dust source in
the world. This is the main deficiency of this scheme compared to the one by
Tegen et al. (2002), which, based on a qualitative comparison to AEROCOM data,
produces a very reasonable distribution of emissions and dust loads in
simulations with resolutions T85 and T106. For future climate simulations
with EMAC focusing on mineral dust, we recommend to use the dust emission
scheme by Tegen et al. (2002) and a model resolution of at least T85.
Simulations of two selected episodes and comparison to observational data
sets show that in this model configuration EMAC is able to realistically
simulate also intense, episodic events of dust emission and long-range
transport.</p>
</abstract>
<counts><page-count count="17"/></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"> Balkanski, Y., Schulz, M., Claquin, T., Moulin, C., and Ginoux, P.: Emission of Atmospheric Trace Compounds, chap. Global Emissions of Mineral Aerosol: Formulation and Validation using satellite Imagery, 239–267, Kluwer, 2004. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Bian, H., Chin, M., Rodriguez, J M., Yu, H., Penner, J E., and Strahan, S.: Sensitivity of aerosol optical thickness and aerosol direct radiative effect to relative humidity, Atmos. Chem. Phys., 9, 2375–2386, http://dx.doi.org/10.5194/acp-9-2375-2009doi:10.5194/acp-9-2375-2009, 2009. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Chadwick, O A., Derry, L A., Vitousek, P M., Huebert, B J., and Hedin, L O.: Changing sources of nutrients during four million years of ecosystem development, Nature, 397, 491–497, 1999. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Chen, Y S., Sheen, P C., Chen, E R., Liu, Y K., Wu, T N., and Yang, C Y.: Effects of Asian dust storm events on daily mortality in Taipei, Taiwan, Environ. Res., 95, 151–155, http://dx.doi.org/10.1016/j.envres.2003.08.008doi:10.1016/j.envres.2003.08.008, 2004. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Cheng, T., Peng, Y., Feichter, J., and Tegen, I.: An improvement on the dust emission scheme in the global aerosol-climate model ECHAM5-HAM, Atmos. Chem. Phys., 8, 1105–1117, http://dx.doi.org/10.5194/acp-8-1105-2008doi:10.5194/acp-8-1105-2008, 2008. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Cziczo, D J., Murphy, D M., Hudson, P K., and Thomson, D S.: Single particle measurements of the chemical composition of cirrus ice residue during CRYSTAL-FACE, J. Geophys. Res.-Atmos., 109, D04201, http://dx.doi.org/10.1029/2003JD004032doi:10.1029/2003JD004032, 2004. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> DeMott, P J., Cziczo, D J., Prenni, A J., Murphy, D M., Kreidenweis, S M., Thomson, D S., Borys, R., and Rogers, D C.: Measurements of the concentration and composition of nuclei for cirrus formation, Proc. Natl. Acad. Sci. USA, 100, 14655–14660, http://dx.doi.org/10.1073/pnas.2532677100doi:10.1073/pnas.2532677100, 2003a. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> DeMott, P J., Sassen, K., Poellot, M R., Baumgardner, D., Rogers, D C., Brooks, S D., Prenni, A J., and Kreidenweis, S M.: African dust aerosols as atmospheric ice nuclei, Geophys. Res. Lett., 30, 1732, http://dx.doi.org/10.1029/2003GL017410doi:10.1029/2003GL017410, 2003b. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Fécan, F., Marticorena, B., and Bergametti, G.: Parametrization of the increase of the aeolian erosion threshold wind friction velocity due to soil moisture for arid and semi-arid areas, Ann. Geophys., 17, 149–157, http://dx.doi.org/10.1007/s00585-999-0149-7doi:10.1007/s00585-999-0149-7, 1999. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Geng, H., Park, Y., Hwang, H., Kang, S., and Ro, C U.: Elevated nitrogen-containing particles observed in Asian dust aerosol samples collected at the marine boundary layer of the Bohai Sea and the Yellow Sea, Atmos. Chem. Phys., 9, 6933–6947, http://dx.doi.org/10.5194/acp-9-6933-2009doi:10.5194/acp-9-6933-2009, 2009. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Ginoux, P., Chin, M., Tegen, I., Prospero, J., Holben, B., Dubovik, O., and Lin, S J.: Sources and distributions of dust aerosols simulated with the GOCART model, J. Geophys. Res.-Atmos., 106, 20255–20273, 2001. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> 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, http://dx.doi.org/10.1016/S1364-8152(03)00114-2doi:10.1016/S1364-8152(03)00114-2, 2004. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Habib, G., Venkataraman, C., Chiapello, I., Ramachandran, S., Boucher, O., and Reddy, M S.: Seasonal and interannual variability in absorbing aerosols over India derived from TOMS: Relationship to regional meteorology and emissions, Atmos. Environ., 40, 1909–1921, http://dx.doi.org/10.1016/j.atmosenv.2005.07.077doi:10.1016/j.atmosenv.2005.07.077, 2006. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Haywood, J M., Francis, P N., Glew, M D., and Taylor, J P.: Optical properties and direct radiative effect of Saharan dust: A case study of two Saharan dust outbreaks using aircraft data, J. Geophys. Res.-Atmos., 106, 18417–18430, 2001. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Heintzenberg, J.: The SAMUM-1 experiment over Southern Morocco: overview and introduction, Tellus Ser. B-Chem. Phys. Meteorol., 61, 2–11, http://dx.doi.org/10.1111/j.1600-0889.2008.00403.xdoi:10.1111/j.1600-0889.2008.00403.x, 2009. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Huneeus, N., Schulz, M., Balkanski, Y., Griesfeller, J., Prospero, J., Kinne, S., Bauer, S., Boucher, O., Chin, M., Dentener, F., Diehl, T., Easter, R., Fillmore, D., Ghan, S., Ginoux, P., Grini, A., Horowitz, L., Koch, D., Krol, M C., Landing, W., Liu, X., Mahowald, N., Miller, R., Morcrette, J J., Myhre, G., Penner, J., Perlwitz, J., Stier, P., Takemura, T., and Zender, C S.: Global dust model intercomparison in AeroCom phase I, Atmos. Chem. Phys., 11, 7781–7816, http://dx.doi.org/10.5194/acp-11-7781-2011doi:10.5194/acp-11-7781-2011, 2011. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> IPCC: Climate Change 2007: The Physical Science Basis. Contribution of Working Group I 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, UK and New York, NY, USA, 2007. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Janjic, Z I.: The Step-Mountain Eta Coordinate Model: Further Developments of the Convection, Viscous Sublayer, and Turbulence Closure Schemes, Mon. Weather Rev., 122, 927–945, 1994. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Jöckel, P., Sander, R., Kerkweg, A., Tost, H., and Lelieveld, J.: Technical note: The Modular Earth Submodel System (MESSy) – a new approach towards Earth System Modeling, Atmos. Chem. Phys., 5, 433–444, http://dx.doi.org/10.5194/acp-5-433-2005doi:10.5194/acp-5-433-2005, 2005. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Jöckel, P., Tost, H., Pozzer, A., Bruehl, C., Buchholz, J., Ganzeveld, L., Hoor, P., Kerkweg, A., Lawrence, M G., Sander, R., Steil, B., Stiller, G., Tanarhte, M., Taraborrelli, D., Van~Aardenne, J., and Lelieveld, J.: The atmospheric chemistry general circulation model ECHAM5/MESSy1: consistent simulation of ozone from the surface to the mesosphere, Atmos. Chem. Phys., 6, 5067–5104, http://dx.doi.org/10.5194/acp-6-5067-2006doi:10.5194/acp-6-5067-2006, 2006. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Jöckel, P., Kerkweg, A., Pozzer, A., Sander, R., Tost, H., Riede, H., Baumgaertner, A., Gromov, S., and Kern, B.: Development cycle 2 of the Modular Earth Submodel System (MESSy2), Geosci. Model Dev., 3, 717–752, http://dx.doi.org/10.5194/gmd-3-717-2010doi:10.5194/gmd-3-717-2010, 2010. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Jung, T., Gulev, S K., Rudeva, I., and Soloviov, V.: Sensitivity of extratropical cyclone characteristics to horizontal resolution in the ECMWF model, Q. J. Roy. Meteor. Soc., 132, 1839–1857, http://dx.doi.org/10.1256/qj.05.212doi:10.1256/qj.05.212, 2006. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Kandler, K., Schuetz, L., Deutscher, C., Ebert, M., Hofmann, H., Jaeckel, S., Jaenicke, R., Knippertz, P., Lieke, K., Massling, A., Petzold, A., Schladitz, A., Weinzierl, B., Wiedensohler, A., Zorn, S., and Weinbruch, S.: Size distribution, mass concentration, chemical and mineralogical composition and derived optical parameters of the boundary layer aerosol at Tinfou, Morocco, during SAMUM 2006, Tellus Ser. B-Chem. Phys. Meteorol., 61, 32–50, http://dx.doi.org/10.1111/j.1600-0889.2008.00385.xdoi:10.1111/j.1600-0889.2008.00385.x, 2009. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Kang, J.-Y., Yoon, S.-C., Shao, Y., and Kim, S.-W.: Comparison of vertical dust flux by implementing three dust emission schemes in WRF/Chem, J. Geophys. Res.-Atmos., 116, D09202, http://dx.doi.org/10.1029/2010JD014649doi:10.1029/2010JD014649, 2011.  </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Kerkweg, A., Buchholz, J., Ganzeveld, L., Pozzer, A., Tost, H., and Joeckel, P.: Technical note: An implementation of the dry removal processes DRY DEPosition and SEDImentation in the modular earth submodel system (MESSy), Atmos. Chem. Phys., 6, 4617–4632, http://dx.doi.org/10.5194/acp-6-4617-2006doi:10.5194/acp-6-4617-2006, 2006a. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Kerkweg, A., Sander, R., Tost, H., and Joeckel, P.: Technical note: Implementation of prescribed (OFFLEM), calculated (ONLEM), and pseudo-emissions (TNUDGE) of chemical species in the Modular Earth Submodel System (MESSy), Atmos. Chem. Phys., 6, 3603–3609, http://dx.doi.org/10.5194/acp-6-3603-2006doi:10.5194/acp-6-3603-2006, 2006b. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Kerkweg, A., Joeckel, P., Pozzer, A., Tost, H., Sander, R., Schulz, M., Stier, P., Vignati, E., Wilson, J., and Lelieveld, J.: Consistent simulation of bromine chemistry from the marine boundary layer to the stratosphere - Part 1: Model description, sea salt aerosols and pH, Atmos. Chem. Phys., 8, 5899–5917, http://dx.doi.org/10.5194/acp-8-5899-2008doi:10.5194/acp-8-5899-2008, 2008. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Klein, H., Nickovic, S., Haunold, W., Bundke, U., Nillius, B., Ebert, M., Weinbruch, S., Schuetz, L., Levin, Z., Barrie, L A., and Bingemer, H.: Saharan dust and ice nuclei over Central Europe, Atmos. Chem. Phys., 10, 10211–10221, http://dx.doi.org/10.5194/acp-10-10211-2010doi:10.5194/acp-10-10211-2010, 2010. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Knippertz, P., Deutscher, C., Kandler, K., Mueller, T., Schulz, O., and Schuetz, L.: Dust mobilization due to density currents in the Atlas region: Observations from the Saharan Mineral Dust Experiment 2006 field campaign, J. Geophys. Res.-Atmos., 112, D21109, http://dx.doi.org/10.1029/2007JD008774doi:10.1029/2007JD008774, 2007.  </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Knippertz, P., Ansmann, A., Althausen, D., Mueller, D., Tesche, M., Bierwirth, E., Dinter, T., Mueller, T., Von Hoyningen-Huene, W., Schepanski, K., Wendisch, M., Heinold, B., Kandler, K., Petzold, A., Schuetz, L., and Tegen, I.: Dust mobilization and transport in the northern Sahara during SAMUM 2006 – a meteorological overview, Tellus Ser. B-Chem. Phys. Meteorol., 61, 12–31, http://dx.doi.org/10.1111/j.1600-0889.2008.00380.xdoi:10.1111/j.1600-0889.2008.00380.x, 2009. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Kwon, H J., Cho, S H., Chun, Y., Lagarde, F., and Pershagen, G.: Effects of the Asian dust events on daily mortality in Seoul, Korea, Environ. Res., 90, 1–5, http://dx.doi.org/10.1006/enrs.2002.4377doi:10.1006/enrs.2002.4377, 2002. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Lee, Y H., Chen, K., and Adams, P J.: Development of a global model of mineral dust aerosol microphysics, Atmos. Chem. Phys., 9, 2441–2458, http://dx.doi.org/10.5194/acp-9-2441-2009doi:10.5194/acp-9-2441-2009, 2009. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Mahowald, N M., Engelstaedter, S., Luo, C., Sealy, A., Artaxo, P., Benitez-Nelson, C., Bonnet, S., Chen, Y., Chuang, P Y., Cohen, D D., Dulac, F., Herut, B., Johansen, A M., Kubilay, N., Losno, R., Maenhaut, W., Paytan, A., Prospero, J A., Shank, L M., and Siefert, R L.: Atmospheric Iron Deposition: Global Distribution, Variability, and Human Perturbations, Annu. Rev. Mar. Sci., 1, 245–278, http://dx.doi.org/10.1146/annurev.marine.010908.163727doi:10.1146/annurev.marine.010908.163727, 2009. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Marti, O., Braconnot, P., Dufresne, J L., Bellier, J., Benshila, R., Bony, S., Brockmann, P., Cadule, P., Caubel, A., Codron, F., de~Noblet, N., Denvil, S., Fairhead, L., Fichefet, T., Foujols, M A., Friedlingstein, P., Goosse, H., Grandpeix, J Y., Guilyardi, E., Hourdin, F., Idelkadi, A., Kageyama, M., Krinner, G., Levy, C., Madec, G., Mignot, J., Musat, I., Swingedouw, D., and Talandier, C.: Key features of the IPSL ocean atmosphere model and its sensitivity to atmospheric resolution, Clim. Dynam., 34, 1–26, http://dx.doi.org/10.1007/s00382-009-0640-6doi:10.1007/s00382-009-0640-6, 2010. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</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.-Atmos., 100, 16415–16430, http://dx.doi.org/10.1029/95JD00690doi:10.1029/95JD00690, 1995. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Martin, J H. and Fitzwater, S E.: Iron deficiency limits phytoplankton growth in the north-east Pacific subarctic, Nature, 331, 341–343, 1988. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Nickovic, S., Kallos, G., Papadopoulos, A., and Kakaliagou, O.: A model for prediction of desert dust cycle in the atmosphere, J. Geophys. Res.-Atmos., 106, 18113–18129, 2001. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Pérez, C., Nickovic, S., Baldasano, J M., Sicard, M., Rocadenbosch, F., and Cachorro, V E.: A long Saharan dust event over the western Mediterranean: Lidar, Sun photometer observations, and regional dust modeling, J. Geophys. Res.-Atmos., 111, D15214, http://dx.doi.org/10.1029/2005JD006579doi:10.1029/2005JD006579, 2006a. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Pérez, C., Nickovic, S., Pejanovic, G., Baldasano, J M., and Oezsoy, E.: Interactive dust-radiation modeling: A step to improve weather forecasts, J. Geophys. Res.-Atmos., 111, D16206, http://dx.doi.org/10.1029/2005JD006717doi:10.1029/2005JD006717, 2006b. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> 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, http://dx.doi.org/10.1029/2000RG000095doi:10.1029/2000RG000095, 2002. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Remer, L A., Kaufman, Y J., Tanre, D., Mattoo, S., Chu, D A., Martins, J V., Li, R R., Ichoku, C., Levy, R C., Kleidman, R G., Eck, T F., Vermote, E., and Holben, B N.: The MODIS aerosol algorithm, products, and validation, J. Atmos. Sci., 62, 947–973, http://dx.doi.org/10.1175/JAS3385.1doi:10.1175/JAS3385.1, 2005. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Richardson, M S., DeMott, P J., Kreidenweis, S M., Cziczo, D J., Dunlea, E J., Jimenez, J L., Thomson, D S., Ashbaugh, L L., Borys, R D., Westphal, D L., Casuccio, G S., and Lersch, T L.: Measurements of heterogeneous ice nuclei in the western United States in springtime and their relation to aerosol characteristics, J. Geophys. Res.-Atmos., 112, D02209, http://dx.doi.org/10.1029/2006JD007500doi:10.1029/2006JD007500, 2007. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Röckner, E., Brokopf, R., Esch, M., Giorgetta, M., Hagemann, S., Kornblueh, L., Manzini, E., Schlese, U., and Schulzweida, U.: Sensitivity of simulated climate to horizontal and vertical resolution in the ECHAM5 atmosphere model, J. Clim., 19, 3771–3791, 2006. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Sander, R., Baumgaertner, A., Gromov, S., Harder, H., Joeckel, P., Kerkweg, A., Kubistin, D., Regelin, E., Riede, H., Sandu, A., Taraborrelli, D., Tost, H., and Xie, Z.: The atmospheric chemistry box model CAABA/MECCA-3.0, Geosci. Model Dev., 4, 373–380, http://dx.doi.org/10.5194/gmd-4-373-2011doi:10.5194/gmd-4-373-2011, 2011. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> 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, http://dx.doi.org/10.1029/2003GL017371doi:10.1029/2003GL017371, 2003. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Shao, Y. and Raupach, M R.: Effect of saltation bombardment on the entrainment of dust by wind, J. Geophys. Res.-Atmos., 98, 12719–12726, 1993. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Sodemann, H., Palmer, A S., Schwierz, C., Schwikowski, M., and Wernli, H.: The transport history of two Saharan dust events archived in an Alpine ice core, Atmos. Chem. Phys., 6, 667–688, http://dx.doi.org/10.5194/acp-6-667-2006doi:10.5194/acp-6-667-2006, 2006. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> 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, http://dx.doi.org/10.5194/acp-5-1125-2005doi:10.5194/acp-5-1125-2005, 2005. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Swap, R., Garstang, M., Greco, S., Talbot, R., and Kallberg, P.: Saharan dust in the Amazon Basin, Tellus Ser. B-Chem. Phys. Meteorol., 44, 133–149, 1992. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> 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.-Atmos., 107, 4576, http://dx.doi.org/10.1029/2001JD000963doi:10.1029/2001JD000963, 2002. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> 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., Kristjansson, J E., Krol, M., Lauer, A., Lamarque, J F., Liu, X., Montanaro, V., Myhre, G., Penner, J., Pitari, G., Reddy, S., Seland, O., Stier, P., Takemura, T., and Tie, X.: Analysis and quantification of the diversities of aerosol life cycles within AeroCom, Atmos. Chem. Phys., 6, 1777–1813, http://dx.doi.org/10.5194/acp-6-1777-2006doi:10.5194/acp-6-1777-2006, 2006. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Timmreck, C. and Schulz, M.: Significant dust simulation differences in nudged and climatological operation mode of the AGCM ECHAM, J. Geophys. Res.-Atmos., 109, D13202, http://dx.doi.org/10.1029/2003JD004381doi:10.1029/2003JD004381, 2004. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Tost, H., Joeckel, P., Kerkweg, A., Sander, R., and Lelieveld, J.: Technical note: A new comprehensive SCAVenging submodel for global atmospheric chemistry modelling, Atmos. Chem. Phys., 6, 565–574, http://dx.doi.org/10.5194/acp-6-565-2006doi:10.5194/acp-6-565-2006, 2006.  </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Vignati, E., Wilson, J., and Stier, P.: M7: An efficient size-resolved aerosol microphysics module for large-scale aerosol transport models, J. Geophys. Res.-Atmos., 109, D22202, http://dx.doi.org/10.1029/2003JD004485doi:10.1029/2003JD004485, 2004. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Washington, R., Todd, M., Middleton, N J., and Goudie, A S.: Dust-storm source areas determined by the total ozone monitoring spectrometer and surface observations, Ann. Assoc. Am. Geogr., 93, 297–313, 2003. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> Wernli, H. and Davies, H C.: A Lagrangian-based analysis of extratropical cyclones .1. The method and some applications, Q. J. Roy. Meteor. Soc., 123, 467–489, 1997. </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple"> Zuberi, B., Bertram, A K., Cassa, C A., Molina, L T., and Molina, M.: Heterogeneous nucleation of ice in (NH&lt;sub&gt;4&lt;/sub&gt;)(2)SO&lt;sub&gt;4&lt;/sub&gt;-H&lt;sub&gt;2&lt;/sub&gt;O particles with mineral dust immersions, Geophys. Res. Lett., 29, 1504, http://dx.doi.org/10.1029/2001GL014289doi:10.1029/2001GL014289, 2002. </mixed-citation>
</ref>
</ref-list>
</back>
</article>