<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="3.0" xml:lang="en">
<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-10-8173-2010</article-id>
<title-group>
<article-title>Intercomparison of aerosol-cloud-precipitation interactions in stratiform orographic mixed-phase clouds</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Muhlbauer</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>Hashino</surname>
<given-names>T.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Xue</surname>
<given-names>L.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Teller</surname>
<given-names>A.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Lohmann</surname>
<given-names>U.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Rasmussen</surname>
<given-names>R. M.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Geresdi</surname>
<given-names>I.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Pan</surname>
<given-names>Z.</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Joint Institute for the Study of the Atmosphere and Ocean/Department of Atmospheric Sciences, University of Washington, Seattle, Washington, USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>University of Wisconsin, Madison, Wisconsin, USA</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Research Applications Laboratory, National Center for Atmospheric Research, Boulder, Colorado, USA</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Institute for Atmospheric and Climate Science, ETH Zurich, Zurich, Switzerland</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>Institute of Environmental Sciences, University of Pecs, Hungary</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>Department of Earth and Atmospheric Sciences, Saint Louis University, Saint Louis, Missouri, USA</addr-line>
</aff>
<aff id="aff7">
<label>7</label>
<addr-line>now at: Atmosphere and Ocean Research Institute, The University of Tokyo, Chiba, Japan</addr-line>
</aff>
<aff id="aff8">
<label>8</label>
<addr-line>now at: The Cyprus Institute, Nicosia, Cyprus</addr-line>
</aff>
<pub-date pub-type="epub">
<day>02</day>
<month>09</month>
<year>2010</year>
</pub-date>
<volume>10</volume>
<issue>17</issue>
<fpage>8173</fpage>
<lpage>8196</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/10/8173/2010/acp-10-8173-2010.html">This article is available from http://www.atmos-chem-phys.net/10/8173/2010/acp-10-8173-2010.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/10/8173/2010/acp-10-8173-2010.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/10/8173/2010/acp-10-8173-2010.pdf</self-uri>
<abstract>
<p>Anthropogenic aerosols serve as a source of both cloud condensation nuclei
(CCN) and ice nuclei (IN) and affect microphysical properties of clouds.
Increasing aerosol number concentrations is hypothesized to retard the cloud
droplet coalescence and the riming in mixed-phase clouds, thereby decreasing
orographic precipitation.
&lt;br&gt;&lt;br&gt;
This study presents results from a model intercomparison of 2-D simulations of
aerosol-cloud-precipitation interactions in stratiform orographic mixed-phase
clouds. The sensitivity of orographic precipitation to changes in the aerosol
number concentrations is analysed and compared for various dynamical and
thermodynamical situations. Furthermore, the sensitivities of microphysical
processes such as coalescence, aggregation, riming and diffusional growth to
changes in the aerosol number concentrations are evaluated and compared.
&lt;br&gt;&lt;br&gt;
The participating numerical models are the model from the Consortium for
Small-Scale Modeling (COSMO) with bulk microphysics, the Weather Research and
Forecasting (WRF) model with bin microphysics and the University of Wisconsin
modeling system (UWNMS) with a spectral ice habit prediction microphysics
scheme. All models are operated on a cloud-resolving scale with 2 km
horizontal grid spacing.
&lt;br&gt;&lt;br&gt;
The results of the model intercomparison suggest that the sensitivity of
orographic precipitation to aerosol modifications varies greatly from case to
case and from model to model. Neither a precipitation decrease nor a
precipitation increase is found robustly in all simulations. Qualitative
robust results can only be found for a subset of the simulations but even
then quantitative agreement is scarce. Estimates of the aerosol effect on
orographic precipitation are found to range from −19% to 0% depending on
the simulated case and the model.
&lt;br&gt;&lt;br&gt;
Similarly, riming is shown to decrease in some cases and models whereas it
increases in others, which implies that a decrease in riming with increasing
aerosol load is not a robust result. Furthermore, it is found that neither a
decrease in cloud droplet coalescence nor a decrease in riming necessarily
implies a decrease in precipitation due to compensation effects by other
microphysical pathways.
&lt;br&gt;&lt;br&gt;
The simulations suggest that mixed-phase conditions play an important role in
buffering the effect of aerosol perturbations on cloud microphysics and
reducing the overall susceptibility of clouds and precipitation to changes in
the aerosol number concentrations. As a consequence the aerosol effect on
precipitation is suggested to be less pronounced or even inverted in regions
with high terrain (e.g., the Alps or Rocky Mountains) or in regions where
mixed-phase microphysics is important for the climatology of orographic
precipitation.</p>
</abstract>
<counts><page-count count="24"/></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"> Alpert, P., Halfon, N., and Levin, Z.: Does air pollution really suppress precipitation in Israel?, J. Appl. Meteor. Climatol., 47, 933–943, 2008. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Baker, M B. and Peter, T.: Small-scale cloud processes and climate, Nature, 451, 299–300, doi:10.1038/nature06594, 2008. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Bohm, H.: A general hydrodynamic theory for mixed-phase microphysics. Part I: Drag and fall speed of hydrometeors, Atmos. Res., 27, 253–274, 1992. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Borys, R., Lowenthal, D., and Mitchell, D.: The relationships among cloud microphysics, chemistry, and precipitation rate in cold mountain clouds, Atmos. Environ., 34, 2593–2602, 2000. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Borys, R., Lowenthal, D., Cohn, S., and Brown, W.: Mountaintop and radar measurements of anthropogenic aerosol effects on snow growth and snowfall rate, Geophys. Res. Lett., 30, 1538–1542, 2003. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Bott, A.: A Positive Definite Advection Scheme Obtained by Nonlinear Renormalization of the Advective Fluxes, Mon. Weather Rev., 117, 1006–1015, 1989. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Bougeault, P., Binder, P., Buzzi, A., Dirks, R., Houze, R., Kuettner, J., Smith, R B., Steinacker, R., and Volkert, H.: The MAP Special Observing Period, B. Am. Meteor. Soc., 82, 433–462, 2001. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Browning, K A., Hill, F F., and Pardoe, C W.: Structure and mechanism of precipitation and effect of orography in a wintertime warm sector, Q. J. Roy. Meteorol. Soc., 100, 309–330, 1974. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Chaumerliac, N., Richard, E., and Pinty, J.: Sulfur Scavenging in a Mesoscale Model With Quasi-Spectral Microphysics: Two-Dimensional Results for Continental and Maritime Clouds, J. Geophys. Res., 92, 3114–3126, 1987. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Choularton, T., Bower, K., Weingartner, E., Crawford, I., Coe, H., Gallagher, M., Flynn, M., Crosier, J., Connolly, P., Targino, A., Alfarra, M., Baltensperger, U., Sjogren, S., Verheggen, B., Cozic, J., and Gysel, M.: The influence of small aerosol particles on the properties of water and ice clouds, Faraday Discuss., 137, 205–222, 2008. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Clark, T L. and Farley, R.: Severe Downslope Windstorm Calculations in Two and Three Spatial Dimensions Using Anelastic Interactive Grid Nesting: A Possible Mechanism for Gustiness, J. Atmos. Sci., 41, 329–350, 1984. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Cozic, J., Verheggen, B., Weingartner, E., Crosier, J., Bower, K. N., Flynn, M., Coe, H., Henning, S., Steinbacher, M., Henne, S., Collaud Coen, M., Petzold, A., and Baltensperger, U.: Chemical composition of free tropospheric aerosol for PM$_1$ and coarse mode at the high alpine site Jungfraujoch, Atmos. Chem. Phys., 8, 407–423, doi:10.5194/acp-8-407-2008, 2008. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Cziczo, D J., Murphy, D., Hudson, P., and Thomson, D.: Single-particle measurements of the chemical composition of cirrus ice residue during CRYSTAL-FACE, J. Geophys. Res., 109, D04201, doi:10.1029/2003JD004032, 2004. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</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, doi:10.1029/2003GL017410, 2004. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Denman, K.L., Brasseur, G., Chidthaisong, A., Ciais, P., Cox, P., Dickinson, R., Hauglustaine, D., Heinze, C., Holland, E., Jacob, D., Lohmann, U., Ramachandran, S., da~Silva~Dias, P., Wofsy, S., and Zhang, X.: Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, chap. Couplings Between Changes in the Climate System and Biogeochemistry, 499–588, Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 2007. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Doms, G. and Schättler, U.: A Description of the Nonhydrostatic Regional Model LM. Part I: Dynamics and Numerics, Tech. rep., Deutscher Wetterdienst, Offenbach, Germany, 2002. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Durran, D. and Klemp, J.: A Compressible Model for the Simulation of Moist Mountain Waves, Mon. Weather Rev., 111, 2341–2361, 1983. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Feingold, G., Cotton, W R., Kreidenweis, S M., and Davis, J T.: The impact of giant cloud condensation nuclei on drizzle formation in stratocumulus: Implications for cloud radiative properties, J. Atmos. Sci., 56, 4100–4117, 1999. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Field, P R., Cotton, R J., Noone, K., Glantz, P., Kaye, P H., Hirst, E., Greenaway, R S., Jost, C., Gabriel, R., Reiner, T., Andreae, M., Saunders, C. P R., Archer, A., Choularton, T., Smith, M., Brooks, B., Hoell, C., Bandy, B., Johnson, D., and Heymsfield, A.: Ice nucleation in orographic wave clouds: Measurements made during INTACC, Q. J. Roy. Meteorol. Soc., 127, 1493–1512, 2001. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Geresdi, I.: Idealized simulation of the Colorado hailstorm case: Comparison of bulk and detailed microphysics, Atmos. Res., 45, 237–252, 1998. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Geresdi, I. and Rasmussen, R.: Freezing drizzle formation in stably stratified layer clouds. Part II: The role of giant nuclei and aerosol particle size distribution and solubility, J. Atmos. Sci., 62, 2037–2057, 2005. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Givati, A. and Rosenfeld, D.: Quantifying Precipitation Suppression Due to Air Pollution, J. Appl. Meteor., 43, 1038–1056, 2004. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Gorbunov, B., Baklanov, A., Kakutkina, N., Windsor, H., and Toumi, R.: Ice nucleation on soot particles, J. Aerosol Sci., 32, 200–215, 2001. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Hall, W D.: A detailed micrphysical model within a two-dimensional framework: Model description and preliminary results, J. Atmos. Sci., 37, 2486–2507, 1980. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Hallgren, R E. and Hosler, C L.: Preliminary results on the aggregation of ice crsytals, Geophys. Monogr., 5, 257–263, 1960. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Hashino, T. and Tripoli, G J.: The Spectral Ice Habit Prediction System (SHIPS). Part I: Model Description and Simulation of the Vapor Deposition, J. Atmos. Sci., 64, 2210–2237, 2007. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Hashino, T. and Tripoli, G J.: The Spectral Ice Habit Prediction System (SHIPS). Part II: Simulation of nucleation and depositional growth of polycrystals, J. Atmos. Sci., 65, 3071–3094, 2008. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Hashino, T. and Tripoli, G J.: The Spectral Ice Habit Prediction System (SHIPS). Part III: Description of the ice particle model and the habit-dependent aggregation process, to be submitted to J. Atmos. Sci., 2010a. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Hashino, T. and Tripoli, G J.: The Spectral Ice Habit Prediction System (SHIPS). Part IV: Box model simulations of the habit-dependent aggregation process, to be submitted to J. Atmos. Sci., 2010b. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Hegg, D A. and Baker, M B.: Nucleation in the atmosphere, Rep. Prog. Phys., 72, 056801, doi:10.1088/0034-4885/72/5/056801, 2009. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Heymsfield, A J. and Kajikawa, M.: An improved approach to calculating terminal fall velocities of plate-like crystals and graupel, J. Atmos. Sci., 44, 1088–1099, 1987. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Hobbs, P., Easter, R., and Fraser, A.: A theoretical study of the flow of air and fallout of solid precipitation over mountainous terrain: Part II. Microphysics, J. Atmos. Sci., 30, 813–823, 1973. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Hobbs, P V.: Ice Physics, Oxford Press, 837~pp., 1974. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Jiang, Q. and Smith, R.: Cloud Timescales and Orographic Precipitation, J. Atmos. Sci., 60, 1543–1559, 2003. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Jirak, I L. and Cotton, W R.: Effect of Air Pollution on Precipitation along the Front Range of the Rocky Mountains, J. Appl. Meteor., 45, 236–245, 2006. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Kanji, Z A. and Abbatt, J. P D.: Laboratory studies of ice formation via deposition mode nucleation onto mineral dust and n-hexane soot samples, J. Geophys. Res., 111, D16204, doi:10.1029/2005JD006766, 2006. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Khain, A., Ovtchinnikov, M., Pinsky, M., Pokrovsky, A., and Krugliak, H.: Notes on the state-of-the-art numerical modeling of cloud microphysics, Atmos. Res., 55, 159–224, 2000. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Khain, A P.: Notes on state-of-the-art investigations of aerosol effects on precipitation: a critical review, Env. Res. Lett., 4, 015004, doi:10.1088/1748-9326/4/1/015004, 2009. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Khain, A P., BenMoshe, N., and Pokrovsky, A.: Factors determining the impact of aerosols on surface precipitation from clouds: An attempt at classification, J. Atmos. Sci., 65, 1721–1748, 2008. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Klemp, J B., Dudhia, J., and Hassiotis, A D.: An Upper Gravity-Wave Absorbing Layer for NWP Applications, Mon. Weather Rev., 136, 3987–4004, 2008. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Klemp, J B., Skamarock, W C., and Dudhia, J.: Conservative split-explicit time integration methods for the compressible nonhydrostatic equations, Mon. Weather Rev., 135, 2897–2913, 2007. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Kogan, Y.: The simulation of a convective cloud in a 3-D model with explicit microphysics: Part I. Model description and sensitivity experiments, J. Atmos. Sci., 48, 1160–1189, 1991. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Kulkarni, G. and Dobbie, S.: Ice nucleation properties of mineral dust particles: determination of onset RHi, IN active fraction, nucleation time-lag, and the effect of active sites on contact angles, Atmos. Chem. Phys., 10, 95–105, doi:10.5194/acp-10-95-2010, 2010. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Levin, Z. and Cotton, W R.: Aerosol Pollution Impact on Precipitation: A Scientific review, Springer, 2009. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Lew, J K., Montague, D C., and Pruppacher, H R.: A wind tunnel investigation on the riming of snowflakes. Part I: Porous disks and large stellars, J. Atmos. Sci., 43, 2392–2409, 1986. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Li, X., Tao, W.-K., Khain, A P., Simpson, J., and Johnson, D E.: Sensitivity of a Cloud-Resolving Model to Bulk and Explicit Bin Microphysical Schemes. Part I: Comparisons, J. Atmos. Sci., 66, 3–21, 2009. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Lin, Y L., Farley, R D., and Orville, H.: Bulk parameterization of the snow field in a cloud model, J. Clim. Appl. Meteorol., 22, 1065–1092, 1983. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Locatelli, J D. and Hobbs, P V.: Fall speeds and masses of solid precipitation particles, J. Geophys. Res., 79, 2185–2197, 1974. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Lowenthal, D H., Borys, R D., Choularton, T W., Bower, K N., Flynn, M J., and Gallagher, M W.: Parameterization of the cloud droplet-sulfate relationship, Atmos. Environ., 38, 287–292, 2004. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Lynn, B., Khain, A., Rosenfeld, D., and Woodley, W L.: Effects of aerosols on precipitation from orographic clouds, J. Geophys. Res., 112, D10225, doi:10.1029/2006JD007537, 2007. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> Mertes, S., Verheggen, B., Walter, S., Connolly, P., Ebert, M., Schneider, J., Bower, K N., Cozic, J., Weinbruch, S., Baltensperger, U., and Weingartner, E.: Counterflow virtual impact or based collection of small ice particles in mixed-phase clouds for the physico-chemical characterization of tropospheric ice nuclei : Sampler description and first case study, Aerosol Sci. Tech., 41, 848–864, 2007. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Meyers, M., DeMott, P., and Cotton, W.: New primary ice-nucleation parameterizations in an explicit cloud model, J. Appl. Meteor., 31, 708–721, 1992. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Mitchell, D L.: Evolution of snow-size spectra predicted by the growth processes of diffusion, aggregation and riming, Conference on Cloud Physics, Am. Meteorol. Soc., San Francisco, Calif., 1990. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Mohler, O., Buttner, S., Linke, C., Schnaiter, M., Saathoff, H., Stetzer, O., Wagner, R., Kramer, M., Mangold, A., Ebert, V., and Schurath, U.: Effect of sulfuric acid coating on heterogeneous ice nucleation by soot aerosol particles, J. Geophys. Res., 110, D11210, doi:10.1029/2004JD005169, 2005. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Mohler, O., Benz, S., Saathoff, H., Schnaiter, M., Wagner, R., Schneider, J., Walter, S., Ebert, V., and Wagner, S.: The effect of organic coating on the heterogeneous ice nucleation efficiency of mineral dust aerosols, Environ. Res. Lett., 3, 025007, doi:10.1088/1748-9326/3/2/025007, 2008. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> Morrison, H. and Grabowski, W W.: Comparison of bulk and bin warm-rain microphysics models using a kinematic framework, J. Atmos. Sci., 64, 2839–2861, 2007. </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple"> Morrison, H. and Grabowski, W W.: A novel approach for representing ice microphysics in models: Description and tests using a kinematic framework, J. Atmos. Sci., 65, 1528–1548, 2008. </mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple"> Morrison, H., Thompson, G., Gilmore, M., Gong, W., Leaitch, R., and Muhlbauer, A.: WMO International Cloud Modeling Workshop, Bull. Amer. Meteor. Soc., 90, 1683–1686, 2009. </mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple"> Mühlbauer, A.: Aerosol-Cloud-Precipitation Interactions in Moist Orographic Flows: Sensitivity Studies with a Numerical Model, chap. Statistical analysis of the indirect aerosol effect on orographic precipitation, 164~pp., Suedwestdeutscher Verlag fuer Hochschulschriften, 2009. </mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple"> Muhlbauer, A. and Lohmann, U.: Sensitivity studies of the role of aerosols in warm-phase orographic precipitation in different dynamical flow regimes, J. Atmos. Sci., 65, 2522–2542, 2008. </mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple"> Muhlbauer, A. and Lohmann, U.: Sensitivity studies of aerosol-cloud interactions in mixed-phase orographic precipitation, J. Atmos. Sci., 66, 2517–2538, 2009. </mixed-citation>
</ref>
<ref id="ref62">
<label>62</label><mixed-citation publication-type="other" xlink:type="simple"> Paldor, N.: On the Estimation of Trends in Annual Rainfall Using Paired Gauge Observations, J. Appl. Meteor. Climatol., 47, 1814–1818, 2008. </mixed-citation>
</ref>
<ref id="ref63">
<label>63</label><mixed-citation publication-type="other" xlink:type="simple"> Passarelli, R E. and Srivastava, R C.: New aspect of the vertical incidence doppler spectrum of falling snowflakes, B. Am. Meteor. Soc., 60, 1513–1513, 1979. </mixed-citation>
</ref>
<ref id="ref64">
<label>64</label><mixed-citation publication-type="other" xlink:type="simple"> Petters, M. D. and Kreidenweis, S. M.: A single parameter representation of hygroscopic growth and cloud condensation nucleus activity, Atmos. Chem. Phys., 7, 1961–1971, doi:10.5194/acp-7-1961-2007, 2007. </mixed-citation>
</ref>
<ref id="ref65">
<label>65</label><mixed-citation publication-type="other" xlink:type="simple"> Pinsky, M., Khain, A., and Shapiro, M.: Collision efficiency of drops in a wide range of Reynolds numbers: Effect of pressure on spectrum evolution, J. Atmos. Sci., 58, 742–764, 2001. </mixed-citation>
</ref>
<ref id="ref66">
<label>66</label><mixed-citation publication-type="other" xlink:type="simple"> Pitter, R L.: Re-examination of riming on thin ice plates, J. Atmos. Sci., 34, 684–685, 1977. </mixed-citation>
</ref>
<ref id="ref67">
<label>67</label><mixed-citation publication-type="other" xlink:type="simple"> Pruppacher, H. and Klett, J.: Microphysics of Clouds and Precipitation, Kluwer Academic Publishers, 2nd edn., 1997. </mixed-citation>
</ref>
<ref id="ref68">
<label>68</label><mixed-citation publication-type="other" xlink:type="simple"> Rasmussen, R., Geresdi, I., Thompson, G., Manning, K., and Karplus, E.: Freezing drizzle formation in stably stratified layer clouds: The role of radiative cooling of cloud droplets, cloud condensation nuclei, and ice initiation, J. Atmos. Sci., 59, 837–860, 2002. </mixed-citation>
</ref>
<ref id="ref69">
<label>69</label><mixed-citation publication-type="other" xlink:type="simple"> Rasmussen, R M. and Heymsfield, A J.: Melting and shedding of graupel and hail. 1. Model physics, J. Atmos. Sci., 44, 2754–2763, 1987. </mixed-citation>
</ref>
<ref id="ref70">
<label>70</label><mixed-citation publication-type="other" xlink:type="simple"> Reisin, T., Levin, Z., and Tzivion, S.: Rain production in convective clouds as simulated in an axisymmetric model with detailed microphysics .1. Description of the model, J. Atmos. Sci., 53, 497–519, 1996. </mixed-citation>
</ref>
<ref id="ref71">
<label>71</label><mixed-citation publication-type="other" xlink:type="simple"> Roberts, P. and Hallett, J.: A laboratory study of the ice nucleating properties of some mineral particulates, Q. J. Roy. Meteorol. Soc., 94, 25–34, 1968. </mixed-citation>
</ref>
<ref id="ref72">
<label>72</label><mixed-citation publication-type="other" xlink:type="simple"> Roe, G H.: Orographic Precipitation, Annu. Rev. Earth Planet. Sci., 33, 645–671, 2005. </mixed-citation>
</ref>
<ref id="ref73">
<label>73</label><mixed-citation publication-type="other" xlink:type="simple"> Rosenfeld, D., Lahav, R., Khain, A., and Pinsky, M.: The role of sea spray in cleansing air pollution over ocean via cloud processes, Science, 297, 1667–1670, 2002. </mixed-citation>
</ref>
<ref id="ref74">
<label>74</label><mixed-citation publication-type="other" xlink:type="simple"> Rotunno, R. and Houze, R A.: Lessons on orographic precipitation from the Mesoscale Alpine Programme, Q. J. Roy. Meteorol. Soc., 133, 811–830, 2007. </mixed-citation>
</ref>
<ref id="ref75">
<label>75</label><mixed-citation publication-type="other" xlink:type="simple"> Saleeby, S M. and Cotton, W R.: Influence of Cloud Condensation Nuclei on Orographic Snowfall, J. Appl. Meteor. Climatol., 48, 903–922, 2009. </mixed-citation>
</ref>
<ref id="ref76">
<label>76</label><mixed-citation publication-type="other" xlink:type="simple"> Schär, C., Leuenberger, D., Fuhrer, O., Lüthi, D., and Girard, C.: A New Terrain-Following Vertical Coordinate Formulation for Atmospheric Prediction Models, Mon. Weather Rev., 130, 2459–2480, 2002. </mixed-citation>
</ref>
<ref id="ref77">
<label>77</label><mixed-citation publication-type="other" xlink:type="simple"> Seifert, A. and Beheng, K D.: \noopsorta A two-moment cloud microphysics parameterization for mixed-phase clouds. Part I: Model Description, Meteorol. Atmos. Phys., 92, 45–66, 2006. </mixed-citation>
</ref>
<ref id="ref78">
<label>78</label><mixed-citation publication-type="other" xlink:type="simple"> Skamarock, W C. and Klemp, J B.: A time-split nonhydrostatic atmospheric model for weather research and forecasting applications, J. Comput. Phys., 227, 3465–3485, 2008. </mixed-citation>
</ref>
<ref id="ref79">
<label>79</label><mixed-citation publication-type="other" xlink:type="simple"> Smith, R B.: Mechanisms of orographic precipitation, Meteorol. Mag., 118, 85–88, 1989. </mixed-citation>
</ref>
<ref id="ref80">
<label>80</label><mixed-citation publication-type="other" xlink:type="simple"> Smith, R B., Jiang, Q., Fearon, M G., Tabary, P., Dorninger, M., Doyle, J D., and Benoit, R.: Orographic precipitation and air mass transformation: An Alpine example, Q. J. Roy. Meteorol. Soc., 129, 433–454, 2003. </mixed-citation>
</ref>
<ref id="ref81">
<label>81</label><mixed-citation publication-type="other" xlink:type="simple"> Smith, R B., Barstad, I., and Bonneau, L.: Orographic Precipitation and Oregon&apos;s Climate Transition, J. Atmos. Sci., 62, 177–191, 2005. </mixed-citation>
</ref>
<ref id="ref82">
<label>82</label><mixed-citation publication-type="other" xlink:type="simple"> Steppeler, J., Doms, G., Schättler, U., Bitzer, H., Gassmann, A., Damrath, U., and Gregoric, G.: Meso-gamma scale forecasts using the nonhydrostatic model LM, Meteorol. Atmos. Phys., 82, 75–96, 2003. </mixed-citation>
</ref>
<ref id="ref83">
<label>83</label><mixed-citation publication-type="other" xlink:type="simple"> Stoelinga, M., Hobbs, P., Mass, C., Locatelli, J., Collie, B., Houze, R., Rangno, A., Bond, N., Smull, B., Rasmussen, R., Thompson, G., and Colman, B.: Improvement of microphysical parameterization through observational verification experiment, B. Am. Meteor. Soc., 84, 1807–1826, 2003. </mixed-citation>
</ref>
<ref id="ref84">
<label>84</label><mixed-citation publication-type="other" xlink:type="simple"> Targino, A. C., Krejci, R., Noone, K. J., and Glantz, P.: Single particle analysis of ice crystal residuals observed in orographic wave clouds over Scandinavia during INTACC experiment, Atmos. Chem. Phys., 6, 1977–1990, doi:10.5194/acp-6-1977-2006, 2006. </mixed-citation>
</ref>
<ref id="ref85">
<label>85</label><mixed-citation publication-type="other" xlink:type="simple"> Teller, A. and Levin, Z.: The effects of aerosols on precipitation and dimensions of subtropical clouds: a sensitivity study using a numerical cloud model, Atmos. Chem. Phys., 6, 67–80, doi:10.5194/acp-6-67-2006, 2006. </mixed-citation>
</ref>
<ref id="ref86">
<label>86</label><mixed-citation publication-type="other" xlink:type="simple"> Thompson, G., Rasmussen, R., and Manning, K.: Explicit Forecasts of Winter Precipitation Using an Improved Bulk Microphysics Scheme. Part I: Description and Sensitivity Analysis, Mon. Weather Rev., 132, 519–542, 2004. </mixed-citation>
</ref>
<ref id="ref87">
<label>87</label><mixed-citation publication-type="other" xlink:type="simple"> Tripoli, G J.: A nonhydrostatic mesoscale model designed to simulate scale interaction, Mon. Weather Rev., 120, 1342–1359, 1992. </mixed-citation>
</ref>
<ref id="ref88">
<label>88</label><mixed-citation publication-type="other" xlink:type="simple"> Tripoli, G J. and Smith, E A.: Scalable nonhydrostatic regional-mesoscale-cloud model featuring variable-stepped topography coordinates: formulation and performance on classic obstacle flow problems, to be submitted to Mon. Weather Rev., 2010. </mixed-citation>
</ref>
<ref id="ref89">
<label>89</label><mixed-citation publication-type="other" xlink:type="simple"> Twomey, S., Piepgrass, M., and Wolfe, T.: An assessment of the impact of pollution on global cloud albedo, Tellus B, 36, 356–366, 1984. </mixed-citation>
</ref>
<ref id="ref90">
<label>90</label><mixed-citation publication-type="other" xlink:type="simple"> Tzivion, S., Feingold, G., and Levin, Z.: An efficient numerical solution to the stochastic collection equation, J. Atmos. Sci., 44, 3139–3149, 1987. </mixed-citation>
</ref>
<ref id="ref91">
<label>91</label><mixed-citation publication-type="other" xlink:type="simple"> Vali, G.: Nucleation terminology, J. Aerosol Sci., 16, 575–576, 1985. </mixed-citation>
</ref>
<ref id="ref92">
<label>92</label><mixed-citation publication-type="other" xlink:type="simple"> Verheggen, B., Cozic, J., Weingartner, E., Bower, K., Mertes, S., Connolly, P., Gallagher, M., Flynn, M., Choularton, T., and Baltensperger, U.: Aerosol partitioning between the interstitial and the condensed phase in mixed-phase clouds, J. Geophys. Res., 112, D23202, doi:10.1029/2007JD008714, 2007. </mixed-citation>
</ref>
<ref id="ref93">
<label>93</label><mixed-citation publication-type="other" xlink:type="simple"> Wang, H., Skamarock, W C., and Feingold, G.: Evaluation of Scalar Advection Schemes in the Advanced Research WRF Model using Large-Eddy Simulations of Aerosol-Cloud Interactions, Mon. Weather Rev., 137, 2547–2558, 2009. </mixed-citation>
</ref>
<ref id="ref94">
<label>94</label><mixed-citation publication-type="other" xlink:type="simple"> Weingartner, E., Nyeki, S., and Baltensperger, U.: Seasonal and diurnal variation of aerosol size distributions (10 $&lt; D &lt;$ 750~nm) at a high-alpine site (Jungfraujoch 3580 m asl), J. Geophys. Res., 104, 26809–26820, 1999. </mixed-citation>
</ref>
<ref id="ref95">
<label>95</label><mixed-citation publication-type="other" xlink:type="simple"> Wicker, L J. and Skamarock, W C.: Time-splitting methods for elastic models using forward time schemes, Mon. Weather Rev., 130, 2088–2097, 2002. </mixed-citation>
</ref>
<ref id="ref96">
<label>96</label><mixed-citation publication-type="other" xlink:type="simple"> Xue, L., Teller, A., Rasmussen, R., Geresdi, I., and Pan, Z.: Effects of aerosol solubility and regeneration on warm-phase orographic clouds and precipitation simulated by a detailed bin microphysical scheme, J. Atmos. Sci., in press, 2010. </mixed-citation>
</ref>
</ref-list>
</back>
</article>