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<front>
<journal-meta>
<journal-id journal-id-type="publisher">ACPD</journal-id>
<journal-title-group>
<journal-title>Atmospheric Chemistry and Physics Discussions</journal-title>
<abbrev-journal-title abbrev-type="publisher">ACPD</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1680-7375</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/acpd-11-1595-2011</article-id>
<title-group>
<article-title>Simulated enhancement of ENSO-related rainfall variability due to Australian dust</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Rotstayn</surname>
<given-names>L. D.</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>Collier</surname>
<given-names>M. 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>Mitchell</surname>
<given-names>R. M.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Qin</surname>
<given-names>Y.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Campbell</surname>
<given-names>S. K.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Centre for Australian Weather and Climate Research, CSIRO Marine and Atmospheric Research, Aspendale, Vic, Australia</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Centre for Australian Weather and Climate Research, CSIRO Marine and Atmospheric Research, Canberra, ACT, Australia</addr-line>
</aff>
<pub-date pub-type="epub">
<day>19</day>
<month>01</month>
<year>2011</year>
</pub-date>
<volume>11</volume>
<issue>1</issue>
<fpage>1595</fpage>
<lpage>1639</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-discuss.net/11/1595/2011/acpd-11-1595-2011.html">This article is available from http://www.atmos-chem-phys-discuss.net/11/1595/2011/acpd-11-1595-2011.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys-discuss.net/11/1595/2011/acpd-11-1595-2011.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys-discuss.net/11/1595/2011/acpd-11-1595-2011.pdf</self-uri>
<abstract>
<p>Average dust emissions from Australia are small compared to those from
the major sources in the Northern Hemisphere. However, they are highly
episodic, and this may increase the importance of Australian dust as a
climate feedback agent. We compare two 160-year coupled
atmosphere-ocean simulations of modern-day climate using the CSIRO
Mark 3.6 global climate model (GCM). The first run (DUST) includes an
interactive treatment of mineral dust and its direct radiative
effects. The second run (NODUST) is otherwise identical, but has the
Australian dust source set to zero. We focus on the austral spring
season, when the correlation between rainfall and the El Niño
Southern Oscillation (ENSO) is strongest over Australia. We find that
the ENSO-rainfall relationship over eastern Australia is stronger in
the DUST run: dry (El Niño) years tend to be drier, and wet (La
Niña) years wetter. The ENSO-rainfall relationship is also weaker
over north-western Australia in the DUST run. The amplification of
ENSO-related rainfall variability over eastern Australia and the
weaker ENSO-rainfall relationship over the north-west both represent
an improvement relative to observations. The suggested mechanism over
eastern Australia involves stabilisation of the surface layer due to
enhanced atmospheric heating and surface cooling in El Niño years,
and enhanced ascent and moisture convergence driven by atmospheric
heating in La Niña years. The results suggest that (1) a realistic
treatment of Australian dust may be necessary for accurate simulation
of the ENSO-rainfall relationship over Australia, and (2) radiative
feedbacks involving dust may be important for understanding natural
rainfall variability over Australia.</p>
</abstract>
<counts><page-count count="45"/></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"> Bullard, J., Baddock, M., McTainsh, G., and Leys, J.: Sub-basin scale dust source geomorphology detected using MODIS, Geophys. Res. Lett., 35, L15404, \doi10.1029/2008GL033928, 2008. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Cakmur, R V., Miller, R L., Perlwitz, J., Geogdzhayev, I V., Ginoux, P., Koch, D., Kohfeld, K E., Tegen, I., and Zender, C S.: Constraining the magnitude of the global dust cycle by minimizing the difference between a model and observations, J. Geophys. Res., 111, D6207, \doi10.1029/2005JD005791, 2006. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Chou, M.-D. and Lee, K.-T.: A Parameterization of the Effective Layer Emission for Infrared Radiation Calculations, J. Atmos. Sci., 62, 531–541, 2005. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Collier, J C. and Bowman, K P.: Diurnal cycle of tropical precipitation in a general circulation model, J. Geophys. Res., 109, D17105, \doi10.1029/2004JD004818, 2004. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Collins, M., An, S.-I., Cai, W., Ganachaud, A., Guilyardi, E., Jin, F.-F., Jochum, M., Lengaigne, M., Power, S., Timmermann, A., Vecchi, G., and Wittenberg, A.: The impact of global warming on the tropical Pacific ocean and El Nino, Nat. Geosci., 3, 391–397, \doi10.1038/NGEO868, 2010. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Cook, B I., Miller, R L., and Seager, R.: Amplification of the North American &quot;Dust Bowl&quot; drought through human-induced land degradation, P. Natl. Acad. Sci. USA, 106, 4997–5001, \doi10.1073/pnas.0810200106, 2009. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Deardorff, J W.: Convective velocity and temperature scales for the unstable planetary boundary layer and for Rayleigh convection, J. Atmos. Sci., 27, 1211–1213, 1970. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Dubovik, O., Holben, B., Eck, T., Smirnov, A., Kaufman, Y., King, M., Tanre, D., and Slutsker, I.: Variability of absorption and optical properties of key aerosol types observed in worldwide locations, J. Atmos. Sci., 59, 590–608, 2002. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Evan, A T., Dunion, J., Foley, J A., Heidinger, A K., and Velden, C S.: New evidence for a relationship between Atlantic tropical cyclone activity and African dust outbreaks, Geophys. Res. Lett., 33, L19813, \doi10.1029/2006GL026408, 2006. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Fan, J., Zhang, R., Tao, W., and Mohr, K I.: Effects of aerosol optical properties on deep convective clouds and radiative forcing, J. Geophys. Res., 113, D8209, \doi10.1029/2007JD009257, 2008. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</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. Geophysicae., 17, 149–157, 1999. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</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, 14233–14242, 1988. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</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, 20255–20273, \doi10.1029/2000JD000053, 2001. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</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, 2004. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Gordon, H B., O&apos;Farrell, S P., Collier, M A., Dix, M R., Rotstayn, L D., Kowalczyk, E A., Hirst, A C., and Watterson, I G.: The CSIRO Mk3.5 Climate Model, Technical Report No 21, The Centre for Australian Weather and Climate Research, Aspendale, Vic., Australia, 62~pp., available online at: http://www.cawcr.gov.au/publications/technicalreports.php, 2010. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Grant, K E., Chuang, C C., Grossman, A S., and Penner, J E.: Modeling the spectral optical properties of ammonium sulfate and biomass burning aerosols: parameterization of relative humidity effects and model results, Atmos. Environ., 33, 2603–2620, 1999. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Gregory, D. and Rowntree, P R.: A mass flux convection scheme with representation of cloud ensemble characteristics and stability-dependent closure, Mon. Weather Rev., 118, 1483–1506, 1990. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Grini, A., Tulet, P., and Gomes, L.: Dusty weather forecasts using the MesoNH mesoscale atmospheric model, J. Geophys. Res., D19205, \doi10.1029/2005JD007007, 2006. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Hansell, R A., Tsay, S C., Ji, Q., Hsu, N C., Jeong, M J., Wang, S H., Reid, J S., Liou, K N., and Ou, S C.: An Assessment of the Surface Longwave Direct Radiative Effect of Airborne Saharan Dust during the NAMMA Field Campaign, J. Atmos. Sci., 67, 1048–1065, \doi10.1175/2009JAS3257.1, 2010. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Haywood, J., Francis, P., Osborne, S., Glew, M., Loeb, N., Highwood, E., Tanré, D., Myhre, G., Formenti, P., and Hirst, E.: Radiative properties and direct radiative effect of Saharan dust measured by the C-130 aircraft during SHADE: 1. Solar spectrum, J. Geophys. Res., 108, 8577, \doi10.1029/2002JD002687, 2003. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Haywood, J M., Allan, R P., Culverwell, I., Slingo, T., Milton, S., Edwards, J., and Clerbaux, N.: Can desert dust explain the outgoing longwave radiation anomaly over the Sahara during July 2003?, J. Geophys. Res., 110, D05105, \doi10.1029/2004JD005232, 2005. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Heinold, B., Tegen, I., Schepanski, K., and Hellmuth, O.: Dust radiative feedback on Saharan boundary layer dynamics and dust mobilization, Geophys. Res. Lett., 35, L20817, \doi10.1029/2008GL035319, 2008. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Hess, M., Koepke, P., and Schult, I.: Optical properties of aerosols and clouds: The software package OPAC, B. Ame. Meteor. Soc., 79, 831–844, 1998. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Highwood, E J., Haywood, J M., Silverstone, M D., Newman, S M., and Taylor, J P.: Radiative properties and direct effect of Saharan dust measured by the C-130 aircraft during Saharan Dust Experiment (SHADE): 2. Terrestrial spectrum, J. Geophys. Res., 108, 8578, \doi10.1029/2002JD002552, 2003. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Holtslag, A. A M. and Boville, B A.: Local versus non-local boundary layer diffusion in a global climate model, J. Climate, 6, 1825–1842, 1993. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Ishizuka, M., Mikami, M., Leys, J., Yamada, Y., Heidenreich, S., Shao, Y., and McTainsh, G H.: Effects of soil moisture and dried raindroplet crust on saltation and dust emission, J. Geophys. Res., 113, D24212, \doi10.1029/2008JD009955, 2008. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Ito, A. and Penner, J E.: Global estimates of biomass burning emissions based on satellite imagery for the year 2000, J. Geophys. Res., 109, D14S05, \doi10.1029/2003JD004423, 2004. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Ito, A. and Penner, J E.: Historical emissions of carbonaceous aerosols from biomass and fossil fuel burning for the period 1870–2000, Glob. Biogeochem. Cy., 19, GB2028, \doi10.1029/2004GB002374, 2005. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Jiang, H. and Feingold, G.: Effect of aerosol on warm convective clouds: Aerosol-cloud-surface flux feedbacks in a new coupled large eddy model, J. Geophys. Res., 111, D01202, \doi10.1029/2005JD006138, 2006. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Jones, D A., Wang, W., and Fawcett, R.: High-quality spatial climate data-sets for Australia, Aust. Meteorol. Oceanogr. J., 58, 233–248, 2009. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Koch, D. and Del~Genio, A D.: Black carbon semi-direct effects on cloud cover: review and synthesis, Atmos. Chem. Phys., 10, 7685–7696, \doi10.5194/acp-10-7685-2010, 2010. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Lau, K M., Kim, M K., and Kim, K M.: Asian summer monsoon anomalies induced by aerosol direct forcing: the role of the Tibetan Plateau, Clim. Dynam., 26, 855–864, \doi10.1007/s00382-006-0114-z, 2006. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Lau, K. M., Kim, K. M., Sud, Y. C., and Walker, G. K.: A GCM study of the response of the atmospheric water cycle of West Africa and the Atlantic to Saharan dust radiative forcing, Ann. Geophys., 27, 4023–4037, doi:10.5194/angeo-27-4023-2009, 2009. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Liao, H. and Seinfeld, J H.: Effect of clouds on direct aerosol radiative forcing of climate, J. Geophys. Res., 103, 3781–3788, 1998. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Liepert, B G., Feichter, J., Lohmann, U., and Roeckner, E.: Can aerosols spin down the water cycle in a warmer and moister world?, Geophys. Res. Lett., 31, L06207, \doi10.1029/2003GL019060, 2004. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Louis, J.-F.: A Parametric Model of Vertical Eddy Fluxes in the Atmosphere, Bound. Layer Meteorol., 17, 187–202, 1979. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Lu, J., Chen, G., and Frierson, D. M W.: Response of the Zonal Mean Atmospheric Circulation to El Nino versus Global Warming, J. Climate, 21, 5835–5851, \doi10.1175/2008JCLI2200.1, 2008. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Lunt, D J. and Valdes, P J.: The modern dust cycle: Comparison of model results with observations and study of sensitivities, J. Geophys. Res., 107, 4669, \doi10.1029/2002JD002316, 2002. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Mackie, D S., Boyd, P W., McTainsh, G H., Tindale, N W., Westberry, T K., and Hunter, K A.: Biogeochemistry of iron in Australian dust: From eolian uplift to marine uptake, Geochem. Geophys. Geosyst., 9, Q03Q08, \doi10.1029/2007GC001813, 2008. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> McBride, J L. and Nicholls, N.: Seasonal relationships between Australian rainfall and the Southern Oscillation, Mon. Weather Rev., 111, 1998–2004, 1983. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> McGregor, J L.: Economical Determination of Departure Points for Semi-Lagrangian Models, Mon. Weather Rev., 121, 221–230, 1993. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> McTainsh, G H., Leys, J F., and Nickling, W.: Wind erodibility of arid lands in the channel country of western Queensland, Australia, Z. Geomorphol., 116, 113–130, 1999. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> McTainsh, G H., Tews, E K., and Leys, J. F Bastin, G.: Spatial and temporal trends in wind erosion of Australian rangelands during 1960 to 2005 using the Dust Storm Index (DSI), Report for the Australian Collaborative Rangeland Information System [ACRIS], available at: http://www.environment.gov.au/land/publications/acris/wind-erosion.html, 2007. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Miller, R L., Tegen, I., and Perlwitz, J.: Surface radiative forcing by soil dust aerosols and the hydrologic cycle, J. Geophys. Res., 109, D04203, \doi10.1029/2003JD004085, 2004. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> 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., 111, D06208, \doi10.1029/2005JD005796, 2006. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Mitchell, R M. and Campbell, S K.: The Australian Aerosol Ground Station Network: Status Report and Development of a Radiometric Calibration Facility, Optica Pura y Aplicada, 37, 3259–3262, 2004.   </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Mitchell, R. M., Campbell, S. K., and Qin, Y.: Recent increase in aerosol loading over the Australian arid zone, Atmos. Chem. Phys., 10, 1689–1699, doi:10.5194/acp-10-1689-2010, 2010. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Myhre, G., Grini, A., Haywood, J M., Stordal, F., Chatenet, B., Tanré, D., Sundet, J K., and Isaksen, I S A.: Modeling the radiative impact of mineral dust during the Saharan Dust Experiment (SHADE) campaign, J. Geophys. Res., 108, 8579, \doi10.1029/2002JD002566, 2003. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Nesbitt, S W. and Zipser, E J.: The diurnal cycle of rainfall and convective intensity according to three years of TRMM measurements, J. Climate, 16, 1456–1475, 2003. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Penner, J E., Zhang, S Y., and Chuang, C C.: Soot and smoke aerosol may not warm climate, J. Geophys. Res., 108, 4657, \doi10.1029/2003JD003409, 2003. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> Perlwitz, J. and Miller, R L.: Cloud cover increase with increasing aerosol absorptivity: A counterexample to the conventional semidirect aerosol effect, J. Geophys. Res., 115, D08203, \doi10.1029/2009JD012637, 2010. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Prospero, J M. and Lamb, P J.: African Droughts and Dust Transport to the Caribbean: Climate Change Implications, Science, 302, 1024–1027, \doi10.1126/science.1089915, 2003. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</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, \doi10.1029/2000RG000095, 2002. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Qin, Y. and Mitchell, R M.: Characterisation of episodic aerosol types over the Australian continent, Atmos. Chem. Phys., 9, 1943–1956, \doi10.5194/acp-9-1943-2009, 2009. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Ramanathan, V., Crutzen, P J., Kiehl, J T., and Rosenfeld, D.: Aerosols, climate and the hydrological cycle, Science, 294, 2119–2124, 2001. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> Randles, C A. and Ramaswamy, V.: Absorbing aerosols over Asia: A Geophysical Fluid Dynamics Laboratory general circulation model sensitivity study of model response to aerosol optical depth and aerosol absorption, J. Geophys. Res., 113, D21203, \doi10.1029/2008JD010140, 2008. </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple"> Rayner, N A., Parker, D E., Horton, E B., Folland, C K., Alexander, L V., Rowell, D P., Kent, E C., and Kaplan, A.: Globally complete analyses of sea surface temperature, sea ice and night marine air temperature, J. Geophys. Res., 108, 4407, \doi10.1029/2002JD002670, 2003. </mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple"> Redelsperger, J.-L., Guichard, F., and Mondon, S.: A Parameterization of Mesoscale Enhancement of Surface Fluxes for Large-Scale Models, J. Climate, 13, 402–421, 2000. </mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple"> Ridgwell, A J.: Dust in the Earth system: the biogeochemical linking of land, air and sea, Philos. Trans. R. Soc. Lond. Ser. A-Math. Phys. Eng. Sci., 360, 2905–2924, \doi10.1098/rsta.2002.1096, 2002. </mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple"> Roderick, M L. and Farquhar, G D.: The cause of decreased pan evaporation over the past 50 years, Science, 298, 1410–1411, 2002. </mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple"> Ropelewski, C F. and Halpert, M S.: Global and regional scale precipitation associated with El Niño/Southern Oscillation, Mon. Weather Rev., 115, 1606–1626, 1987. </mixed-citation>
</ref>
<ref id="ref62">
<label>62</label><mixed-citation publication-type="other" xlink:type="simple"> Rosenfeld, D., Rudich, Y., and Lahav, R.: Desert dust suppressing precipitation: a possible desertification feedback loop, Proc. Natl. Acad. Sci., 98, 5975–5980, 2001. </mixed-citation>
</ref>
<ref id="ref63">
<label>63</label><mixed-citation publication-type="other" xlink:type="simple"> Rotstayn, L D. and Lohmann, U.: Simulation of the tropospheric sulfur cycle in a global model with a physically based cloud scheme, J. Geophys. Res., 107, 4592, \doi10.1029/2002JD002128, 2002. </mixed-citation>
</ref>
<ref id="ref64">
<label>64</label><mixed-citation publication-type="other" xlink:type="simple"> Rotstayn, L D., Cai, W., Dix, M R., Farquhar, G D., Feng, Y., Ginoux, P., Herzog, M., Ito, A., Penner, J E., Roderick, M L., and Wang, M.: Have Australian Rainfall and Cloudiness Increased Due to the Remote Effects of Asian Anthropogenic Aerosols?, J. Geophys. Res., 112, D09202, \doi10.1029/2006JD007712, 2007. </mixed-citation>
</ref>
<ref id="ref65">
<label>65</label><mixed-citation publication-type="other" xlink:type="simple"> Rotstayn, L D., Collier, M A., Feng, Y., Gordon, H B., O&apos;Farrell, S P., Smith, I N., and Syktus, J.: Improved simulation of Australian climate and ENSO-related rainfall variability in a GCM with an interactive aerosol treatment, Int. J. Climatol., 30, 1067–1088, \doi10.1002/joc.1952, 2010. </mixed-citation>
</ref>
<ref id="ref66">
<label>66</label><mixed-citation publication-type="other" xlink:type="simple"> Satheesh, S K. and Moorthy, K K.: Radiative effects of natural aerosols: A review, Atmos. Environ., 39, 2089–2110, 2005. </mixed-citation>
</ref>
<ref id="ref67">
<label>67</label><mixed-citation publication-type="other" xlink:type="simple"> Sato, M., Hansen, J E., McCormick, M P., and Pollack, J B.: Stratospheric aerosol optical depth, 1850–1990, J. Geophys. Res., 98, 22,987–22,994, 1993. </mixed-citation>
</ref>
<ref id="ref68">
<label>68</label><mixed-citation publication-type="other" xlink:type="simple"> Shi, G., Cai, W., Cowan, T., Ribbe, J., Rotstayn, L., and Dix, M.: Variability and trend of the northwest Western Australia Rainfall: observations and coupled climate modeling, J. Climate, 21, 2938–2959, 2008. </mixed-citation>
</ref>
<ref id="ref69">
<label>69</label><mixed-citation publication-type="other" xlink:type="simple"> Smith, I N.: Global climate modelling within CSIRO: 1981 to 2006, Aust. Meteorol. Mag., 56, 153–166, 2007. </mixed-citation>
</ref>
<ref id="ref70">
<label>70</label><mixed-citation publication-type="other" xlink:type="simple"> Solmon, F., Mallet, M., Elguindi, N., Giorgi, F., Zakey, A., and Konaré, A.: Dust aerosol impact on regional precipitation over western Africa, mechanisms and sensitivity to absorption properties, Geophys. Res. Lett., 35, L24705, \doi10.1029/2008GL035900, 2008. </mixed-citation>
</ref>
<ref id="ref71">
<label>71</label><mixed-citation publication-type="other" xlink:type="simple"> Stephens, G L., Wood, N B., and Pakula, L A.: On the radiative effects of dust on tropical convection, Geophys. Res. Lett., 31, L23112, \doi10.1029/2004GL021342, 2004. </mixed-citation>
</ref>
<ref id="ref72">
<label>72</label><mixed-citation publication-type="other" xlink:type="simple"> Sun, D., Lau, W. K M., Kafatos, M., Boybeyi, Z., Leptoukh, G., Yang, C., and Yang, R.: Numerical Simulations of the Impacts of the Saharan Air Layer on Atlantic Tropical Cyclone Development, J. Climate, 22, \doi10.1175/2009JCLI2738.1, 2009. </mixed-citation>
</ref>
<ref id="ref73">
<label>73</label><mixed-citation publication-type="other" xlink:type="simple"> Tanaka, T Y. and Chiba, M.: A numerical study of the contributions of dust source regions to the global dust budget, Glob. Planet. Change, 52, 88–104, \doi10.1016/j.gloplacha.2006.02.002, 2006. </mixed-citation>
</ref>
<ref id="ref74">
<label>74</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., 107, 4576, \doi10.1029/2001JD000963, 2002. </mixed-citation>
</ref>
<ref id="ref75">
<label>75</label><mixed-citation publication-type="other" xlink:type="simple"> van~den Dool, H M., Saha, S., and Johansson, A.: Empirical orthogonal teleconnections, J. Climate, 13, 1421–1435, 2000. </mixed-citation>
</ref>
<ref id="ref76">
<label>76</label><mixed-citation publication-type="other" xlink:type="simple"> van Leer, B.: Towards the Ultimate Conservative Difference Scheme. V. A New Approach to Numerical Convection, J. Comp. Phys., 23, 276–299, 1977.  </mixed-citation>
</ref>
<ref id="ref77">
<label>77</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. Ass. Am. Geogr., 93, 297–313, 2003.   </mixed-citation>
</ref>
<ref id="ref78">
<label>78</label><mixed-citation publication-type="other" xlink:type="simple"> Washington, R., Todd, M C., Engelstaedter, S., Mbainayel, S., and Mitchell, F.: Dust and the low-level circulation over the Bodélé Depression, Chad: Observations from BoDEx 2005, J. Geophys. Res., 111, D3201, \doi10.1029/2005JD006502, 2006.  </mixed-citation>
</ref>
<ref id="ref79">
<label>79</label><mixed-citation publication-type="other" xlink:type="simple"> Watterson, I G.: Non-dimensional measures of climate model performance, Int. J. Climatol., 16, 379–391, 1996. </mixed-citation>
</ref>
<ref id="ref80">
<label>80</label><mixed-citation publication-type="other" xlink:type="simple"> Webb, N P., McGowan, H A., Phinn, S R., and McTainsh, G H.: AUSLEM (AUStralian Land Erodibility Model): A tool for identifying wind erosion hazard in Australia, Geomorphology, 78, 179–200, \doi10.1016/j.geomorph.2006.01.012, 2006. </mixed-citation>
</ref>
<ref id="ref81">
<label>81</label><mixed-citation publication-type="other" xlink:type="simple"> Wendisch, M., Hellmuth, O., Ansmann, A., Heintzenberg, J., Engelmann, R., Althausen, D., Eichler, H., Wueller, D., Hu, M., Zhang, Y., and Mao, J.: Radiative and dynamic effects of absorbing aerosol particles over the Pearl River Delta, China, Atmos. Environ., 42, 6405–6416, \doi10.1016/j.atmosenv.2008.02.033, 2008. </mixed-citation>
</ref>
<ref id="ref82">
<label>82</label><mixed-citation publication-type="other" xlink:type="simple"> Woodward, S.: Modeling the atmospheric life cycle and radiative impact of mineral dust in the Hadley Centre climate model, J. Geophys. Res., 106, 18,155–18,166, 2001. </mixed-citation>
</ref>
<ref id="ref83">
<label>83</label><mixed-citation publication-type="other" xlink:type="simple"> Wurzler, S., Reisin, T G., and Levin, Z.: Modification of mineral dust particles by cloud processing and subsequent effects on drop size, J. Geophys. Res., 105, 4501–4512, 2000. </mixed-citation>
</ref>
<ref id="ref84">
<label>84</label><mixed-citation publication-type="other" xlink:type="simple"> Yang, G. and Slingo, J.: The Diurnal Cycle in the Tropics, Mon. Weather Rev., 129, 784–801, \doi10.1175/1520-0493(2001)129&lt;0784:TDCITT&gt;2.0.CO;2, 2001. </mixed-citation>
</ref>
<ref id="ref85">
<label>85</label><mixed-citation publication-type="other" xlink:type="simple"> Yoshioka, M., Mahowald, N M., Conley, A J., Collins, W D., Fillmore, D W., Zender, C S., and Coleman, D B.: Impact of Desert Dust Radiative Forcing on Sahel Precipitation: Relative Importance of Dust Compared to Sea Surface Temperature Variations, Vegetation Changes, and Greenhouse Gas Warming, J. Climate, 20, 1445–1467, \doi10.1175/JCLI4056.1, 2007. </mixed-citation>
</ref>
<ref id="ref86">
<label>86</label><mixed-citation publication-type="other" xlink:type="simple"> Yu, H., Dickinson, R E., Chin, M., Kaufman, Y J., Zhou, M., Zhou, L., Tian, Y., Dubovik, O., and Holben, B N.: Direct radiative effect of aerosols as determined from a combination of MODIS retrievals and GOCART simulations, J. Geophys. Res., 109, D03206, doi:10.1029/2003JD003914, 2004. </mixed-citation>
</ref>
<ref id="ref87">
<label>87</label><mixed-citation publication-type="other" xlink:type="simple"> Yue, X., Wang, H., Liao, H., and Fan, K.: Simulation of dust aerosol radiative feedback using the GMOD: 2. Dust-climate interactions, J. Geophys. Res., 115, D4201, \doi10.1029/2009JD012063, 2010. </mixed-citation>
</ref>
<ref id="ref88">
<label>88</label><mixed-citation publication-type="other" xlink:type="simple"> Zar, J H.: Biostatistical Analysis, 3rd Edition, Prentice Hall International, London, 929~pp., 1996. </mixed-citation>
</ref>
<ref id="ref89">
<label>89</label><mixed-citation publication-type="other" xlink:type="simple"> Zender, C S. and Kwon, E Y.: Regional contrasts in dust emission responses to climate, J. Geophys. Res., 110, D13201, \doi10.1029/2004JD005501, 2005. </mixed-citation>
</ref>
<ref id="ref90">
<label>90</label><mixed-citation publication-type="other" xlink:type="simple"> Zender, C S., Newman, D., and Torres, O.: Spatial heterogeneity in aeolian erodibility: Uniform, topographic, geomorphic, and hydrologic hypotheses, J. Geophys. Res., 108, \doi10.1029/2002JD003039, 2003. </mixed-citation>
</ref>
<ref id="ref91">
<label>91</label><mixed-citation publication-type="other" xlink:type="simple"> Zender, C S., Miller, R L., and Tegen, I.: Quantifying mineral dust mass budgets: terminology, constraints, and current estimates, Eos, 85, 509–512, \doi10.1029/2004EO480002, 2004.  </mixed-citation>
</ref>
</ref-list>
</back>
</article>