<?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-12-8911-2012</article-id>
<title-group>
<article-title>The global aerosol-climate model ECHAM-HAM, version 2:  sensitivity to improvements in process representations</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Zhang</surname>
<given-names>K.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>O&apos;Donnell</surname>
<given-names>D.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</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>Kazil</surname>
<given-names>J.</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>Stier</surname>
<given-names>P.</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>Kinne</surname>
<given-names>S.</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>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>Ferrachat</surname>
<given-names>S.</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>Croft</surname>
<given-names>B.</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>Quaas</surname>
<given-names>J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Wan</surname>
<given-names>H.</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Rast</surname>
<given-names>S.</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>Feichter</surname>
<given-names>J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Max Planck Institute for Meteorology, Hamburg, Germany</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Cooperative Institute for Research in Environmental Sciences (CIRES), University of Colorado, Boulder, Colorado, USA</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>University of Oxford, Oxford, UK</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Institute of Atmospheric and Climate Science, ETH Zürich, Switzerland</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>Department of Physics and Atmospheric Science, Dalhousie University, Halifax, Canada</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>Pacific Northwest National Laboratory, Richland, WA, USA</addr-line>
</aff>
<aff id="aff7">
<label>7</label>
<addr-line>NOAA Earth System Research Laboratory (ESRL), Boulder, Colorado, USA</addr-line>
</aff>
<aff id="aff8">
<label>8</label>
<addr-line>now at: Finnish Meteorological Institute, Helsinki, Finland</addr-line>
</aff>
<aff id="aff9">
<label>9</label>
<addr-line>now at: University of Leipzig, Leipzig, Germany</addr-line>
</aff>
<pub-date pub-type="epub">
<day>01</day>
<month>10</month>
<year>2012</year>
</pub-date>
<volume>12</volume>
<issue>19</issue>
<fpage>8911</fpage>
<lpage>8949</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/12/8911/2012/acp-12-8911-2012.html">This article is available from http://www.atmos-chem-phys.net/12/8911/2012/acp-12-8911-2012.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/12/8911/2012/acp-12-8911-2012.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/12/8911/2012/acp-12-8911-2012.pdf</self-uri>
<abstract>
<p>This paper introduces and evaluates the second version of the global
aerosol-climate model ECHAM-HAM. Major changes have been brought into the
model, including new parameterizations for aerosol nucleation and water
uptake, an explicit treatment of secondary organic aerosols, modified
emission calculations for sea salt and mineral dust, the coupling of aerosol
microphysics to a two-moment stratiform cloud microphysics scheme, and
alternative wet scavenging parameterizations. These revisions extend the
model&apos;s capability to represent details of the aerosol lifecycle and its
interaction with climate. Nudged simulations of the year 2000 are carried out
to compare the aerosol properties and global distribution in HAM1 and HAM2,
and to evaluate them against various observations. Sensitivity experiments
are performed to help identify the impact of each individual update in model
formulation.
&lt;br&gt;&lt;br&gt;
Results indicate that from HAM1 to HAM2 there is a marked weakening of
aerosol water uptake in the lower troposphere, reducing the total aerosol
water burden from 75 Tg to 51 Tg. The main reason is the newly introduced
κ-Köhler-theory-based water uptake scheme uses a lower value for the
maximum relative humidity cutoff. Particulate organic matter loading in HAM2
is considerably higher in the upper troposphere, because the explicit
treatment of secondary organic aerosols allows highly volatile oxidation
products of the precursors to be vertically transported to regions of very
low temperature and to form aerosols there. Sulfate, black carbon,
particulate organic matter and mineral dust in HAM2 have longer lifetimes
than in HAM1 because of weaker in-cloud scavenging, which is in turn related
to lower autoconversion efficiency in the newly introduced two-moment cloud
microphysics scheme. Modification in the sea salt emission scheme causes a
significant increase in the ratio (from 1.6 to 7.7) between accumulation mode
and coarse mode emission fluxes of aerosol number concentration. This leads
to a general increase in the number concentration of smaller particles over
the oceans in HAM2, as reflected by the higher Ångström parameters.
&lt;br&gt;&lt;br&gt;
Evaluation against observation reveals that in terms of model performance,
main improvements in HAM2 include a marked decrease of the systematic
negative bias in the absorption aerosol optical depth, as well as smaller
biases over the oceans in Ångström parameter and in the accumulation
mode number concentration. The simulated geographical distribution of aerosol
optical depth (AOD) is better correlated with the MODIS data, while the
surface aerosol mass concentrations are very similar to those in the old
version. The total aerosol water content in HAM2 is considerably closer to
the multi-model average from Phase I of the AeroCom intercomparison project.
Model deficiencies that require further efforts in the future include (i)
positive biases in AOD over the ocean, (ii) negative biases in AOD and
aerosol mass concentration in high-latitude regions, and (iii) negative
biases in particle number concentration, especially that of the Aitken mode,
in the lower troposphere in heavily polluted regions.</p>
</abstract>
<counts><page-count count="39"/></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"> Abdul-Razzak, H. and Ghan, S J.: A parameterization of aerosol activation - 2. multiple aerosol types, J. Geophys. Res., 105, 6837–6844, http://dx.doi.org/10.1029/1999JD901161doi:10.1029/1999JD901161, 2000. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Adams, P J., Seinfeld, J H., Koch, D., Mickley, L., and Jacob, D.: General circulation model assessment of direct radiative forcing by the sulfate-nitrate-ammonium-water inorganic aerosol system, J. Geophys. Res., 106, 1097–1111, http://dx.doi.org/10.1029/2000JD900512doi:10.1029/2000JD900512, 2001. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Andres, R J. and Kasgnoc, A D.: A time-averaged inventory of subaerial volcanic sulfur emissions., J. Geophys. Res., 103, 25251–25261, 1998. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Barth, M., Rasch, P J., Kiehl, J T., Benkovitz, C M., and Schwartz, S E.: Sulfur chemistry in the NCAR CCM: Description, evaluation, features and sensitivity to aqueous chemistry., J. Geophys. Res., 105, 1387–1415, 2000. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Bauer, S. E., Wright, D. L., Koch, D., Lewis, E. R., McGraw, R., Chang, L.-S., Schwartz, S. E., and Ruedy, R.: MATRIX (Multiconfiguration Aerosol TRacker of mIXing state): an aerosol microphysical module for global atmospheric models, Atmos. Chem. Phys., 8, 6003–6035, http://dx.doi.org/10.5194/acp-8-6003-2008doi:10.5194/acp-8-6003-2008, 2008. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Bergman, T., Kerminen, V.-M., Korhonen, H., Lehtinen, K. J., Makkonen, R., Arola, A., Mielonen, T., Romakkaniemi, S., Kulmala, M., and Kokkola, H.: Evaluation of the sectional aerosol microphysics module SALSA implementation in ECHAM5-HAM aerosol-climate model, Geosci. Model Dev., 5, 845–868, http://dx.doi.org/10.5194/gmd-5-845-2012doi:10.5194/gmd-5-845-2012, 2012. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Bond, T C. and Bergstrom, R W.: Light Absorption by Carbonaceous Particles: An Investigative Review, Aerosol Sci. Technol., 40, 27–67, http://dx.doi.org/10.1080/02786820500421521doi:10.1080/02786820500421521, 2006. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Bond, T C., Streets, D G., Yarber, K F., Nelson, S M., Woo, J.-H., and Klimont, Z.: A technology-based global inventory of black and organic carbon emissions from combustion, J. Geophys. Res., 109, D14203, http://dx.doi.org/10.1029/2003JD003697doi:10.1029/2003JD003697, 2004. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Bourgeois, Q. and Bey, I.: Pollution transport efficiency toward the Arctic: Sensitivity to aerosol scavenging and source regions, J. Geophys. Res., 116, D08213, http://dx.doi.org/10.1029/2010JD015096doi:10.1029/2010JD015096, 2011. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Brinkop, S. and Roeckner, E.: Sensitivity of a general circulationmodel to parameterizations of cloud-turbulence interactions inthe atmospheric boundary layer, Tellus, 47A, 197–220, 1995. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Cagnazzo, C., Manzini, E., Giorgetta, M. A., Forster, P. M. De F., and Morcrette, J. J.: Impact of an improved shortwave radiation scheme in the MAECHAM5 General Circulation Model, Atmos. Chem. Phys., 7, 2503–2515, http://dx.doi.org/10.5194/acp-7-2503-2007doi:10.5194/acp-7-2503-2007, 2007. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</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="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Chin, M., Rood, R B., Lin, S.-J., Müller, J F., and Thompson, A M. : Atmospheric sulfur cycle simulation in the global model GOCART: Model description and global properies, J. Geophys. Res., 105, 24671–24687, 2000. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Cofala, J., Amann, M., Klimont, Z., and Schopp, W.: Scenarios of World Anthropogenic Emissions of SO&lt;sub&gt;2&lt;/sub&gt;, NO$_\rm x $, and CO up to 2030, Austria 17 pp., Internal report of the Transboundary Air Pollution Programme, International Institute for Applied Systems Analysis, Laxenburg, 2005. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Croft, B., Lohmann, U., Martin, R. V., Stier, P., Wurzler, S., Feichter, J., Posselt, R., and Ferrachat, S.: Aerosol size-dependent below-cloud scavenging by rain and snow in the ECHAM5-HAM, Atmos. Chem. Phys., 9, 4653–4675, http://dx.doi.org/10.5194/acp-9-4653-2009doi:10.5194/acp-9-4653-2009, 2009. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Croft, B., Lohmann, U., Martin, R. V., Stier, P., Wurzler, S., Feichter, J., Hoose, C., Heikkilä, U., van Donkelaar, A., and Ferrachat, S.: Influences of in-cloud aerosol scavenging parameterizations on aerosol concentrations and wet deposition in ECHAM5-HAM, Atmos. Chem. Phys., 10, 1511–1543, http://dx.doi.org/10.5194/acp-10-1511-2010doi:10.5194/acp-10-1511-2010, 2010. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Dentener, F., Kinne, S., Bond, T., Boucher, O., Cofala, J., Generoso, S., Ginoux, P., Gong, S., Hoelzemann, J. J., Ito, A., Marelli, L., Penner, J. E., Putaud, J.-P., Textor, C., Schulz, M., van der Werf, G. R., and Wilson, J.: Emissions of primary aerosol and precursor gases in the years 2000 and 1750 prescribed data-sets for AeroCom, Atmos. Chem. Phys., 6, 4321–4344, http://dx.doi.org/10.5194/acp-6-4321-2006doi:10.5194/acp-6-4321-2006, 2006. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Downing, H D. and Williams, D.: Optical constants of water in the infrared, J. Geophys. Res., 80, 1656–1661, http://dx.doi.org/10.1029/JC080i012p01656doi:10.1029/JC080i012p01656, 1975. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Easter, R C., Ghan, S J., Zhang, Y., Saylor, R D., Chapman, E G., Laulainen, N S., Abdul-Razzak, H., Leung, L R., Bian, X., and Zaveri, R A.: MIRAGE: Model description and evaluation of aerosols and trace gases, J. Geophys. Res., 109, D20210, http://dx.doi.org/10.1029/2004JD004571doi:10.1029/2004JD004571, 2004. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Feichter, J., Kjellström, E., Rodhe, H., Dentener, F., Lelieveld, J., and Roelofs, G J.: Simulation of the tropospheric sulfur cycle in a global climate model, Atmos. Environ., 30, 1693–1707, http://dx.doi.org/10.1016/1352-2310(95)00394-0doi:10.1016/1352-2310(95)00394-0, 1996. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Fischer-Bruns, I., Feichter, J., Kloster, S., and Schneidereit, A.: How present aerosol pollution from North America impacts North Atlantic climate, Tellus A, 62, 579–589, http://dx.doi.org/10.1111/j.1600-0870.2010.00446.xdoi:10.1111/j.1600-0870.2010.00446.x, 2010. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Folini, D. and Wild, M.: Aerosol emissions and dimming/brightening in Europe: Sensitivity studies with ECHAM5-HAM, J. Geophys. Res., 116, D21104, http://dx.doi.org/10.1029/2011JD016227doi:10.1029/2011JD016227, 2011. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Fouquart, Y. and Bonnel, B.: Computations of solar heating of the earth&apos;s atmosphere: A new parameterization, Beitr. Phys. Atmos., 53, 35–62, 1980. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Fuchs, N A.: Evaporation and droplet growth in gaseous media, Pergamon, Tarrytown, New York, 1959. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Fuchs, N A.: The mechanics of aerosols, Pergamon Press, Oxford, 1964. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Ganzeveld, L. and Lelieveld, J.: Dry Deposition parameterization in a chemical general circulation model and its influence on the distribution of reactive trace gases., J. Geophys. Res., 100, 20999–21012, 1995. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Ganzeveld, L., Lelieveld, J., and Roelofs, G.-J.: A dry deposition parameterization for sulfur oxides in a chemistry and general circulation model., Atmos. Environ., 103, 5679–5694, http://dx.doi.org/10.1029/97JD03077doi:10.1029/97JD03077, 1998. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Guenther, A.: Corrigendum to &quot;Estimates of global terrestrial isoprene emissions using MEGAN (Model of Emissions of Gases and Aerosols from Nature)&quot;, Atmos. Chem. Phys., 7, 4327–4327, http://dx.doi.org/10.5194/acp-7-4327-2007doi:10.5194/acp-7-4327-2007, 2007. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Guenther, A., Hewitt, C N., Erickson, D., Fall, R., Geron, C., Graedel, T., Harley, P., Klinger, L., Lerdau, M., Mckay, W A., Pierce, T., Scholes, B., Steinbrecher, R., Tallamraju, R., Taylor, J., and Zimmerman, P.: A global model of natural volatile organic compound emissions, J. Geophys. Res., 100, 8873–8892, http://dx.doi.org/10.1029/94JD02950doi:10.1029/94JD02950, 1995. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Guenther, A., Karl, T., Harley, P., Wiedinmyer, C., Palmer, P. I., and Geron, C.: Estimates of global terrestrial isoprene emissions using MEGAN (Model of Emissions of Gases and Aerosols from Nature), Atmos. Chem. Phys., 6, 3181–3210, http://dx.doi.org/10.5194/acp-6-3181-2006doi:10.5194/acp-6-3181-2006, 2006. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Halmer, M M., Schmincke, H.-U., and Graf, H.-F.: The annual volcanic gas input into the atmosphere, in particular into the stratosphere: a global data set for the past 100 years, Journal of Volcanology and Geothermal Research, 115, 511–528, 2002. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Heald, C. L., Coe, H., Jimenez, J. L., Weber, R. J., Bahreini, R., Middlebrook, A. M., Russell, L. M., Jolleys, M., Fu, T.-M., Allan, J. D., Bower, K. N., Capes, G., Crosier, J., Morgan, W. T., Robinson, N. H., Williams, P. I., Cubison, M. J., DeCarlo, P. F., and Dunlea, E. J.: Exploring the vertical profile of atmospheric organic aerosol: comparing 17 aircraft field campaigns with a global model, Atmos. Chem. Phys., 11, 12673–12696, http://dx.doi.org/10.5194/acp-11-12673-2011doi:10.5194/acp-11-12673-2011, 2011. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Heintzenberg, J., Covert, D C., and van Dingenen, R.: Size distribution and chemical composition of marine aerosols: a compilation and review, Tellus, 52B, 1104–1122, http://dx.doi.org/10.1034/j.1600-0889.2000.00136.xdoi:10.1034/j.1600-0889.2000.00136.x, 2000. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Herzog, M., Weisenstein, D K., and Penner, J E.: A Dynamic Aerosol Module for Global Chemical Transport Models: Model Description, J. Geophys. Res., 109, D18202, http://dx.doi.org/10.1029/2003JD004405doi:10.1029/2003JD004405, 2004. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</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. Am. Met. Soc., 79, 831–844, 1998. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Hoose, C., Lohmann, U., Bennartz, R., Croft, B., and Lesins, G.: Global simulations of aerosol processing in clouds, Atmos. Chem. Phys., 8, 6939–6963, http://dx.doi.org/10.5194/acp-8-6939-2008doi:10.5194/acp-8-6939-2008, 2008. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Horowitz, L W., Walters, S., Mauzerall, D L., Emmons, L K., Rasch, P J., Granier, C., Tie, X., Lamarque, J.-F., Schultz, M G., Tyndall, G S., Orlando, J J., and Brasseur, G P.: A global simulation of tropospheric ozone and related tracers: Description and evaluation of MOZART, version 2, J. Geophys. Res., 108, 4784, http://dx.doi.org/10.1029/2002JD002853doi:10.1029/2002JD002853, 2003. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Jacobson, M Z.: Global direct radiative forcing due to molticomponent anthropogenic and natural aerosols, J. Geophys. Res., 106, 1551–1568, 2001. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Kanakidou, M., Seinfeld, J. H., Pandis, S. N., Barnes, I., Dentener, F. J., Facchini, M. C., Van Dingenen, R., Ervens, B., Nenes, A., Nielsen, C. J., Swietlicki, E., Putaud, J. P., Balkanski, Y., Fuzzi, S., Horth, J., Moortgat, G. K., Winterhalter, R., Myhre, C. E. L., Tsigaridis, K., Vignati, E., Stephanou, E. G., and Wilson, J.: Organic aerosol and global climate modelling: a review, Atmos. Chem. Phys., 5, 1053–1123, http://dx.doi.org/10.5194/acp-5-1053-2005doi:10.5194/acp-5-1053-2005, 2005. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Kärcher, B. and Lohmann, U.: A parameterization of cirrus cloud formation: Heterogeneous freezing, J. Geophys. Res.-Atmos., 108, 4402, http://dx.doi.org/10.1029/2002JD003220doi:10.1029/2002JD003220, 2003. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Kazil, J. and Lovejoy, E. R.: A semi-analytical method for calculating rates of new sulfate aerosol formation from the gas phase, Atmos. Chem. Phys., 7, 3447–3459, http://dx.doi.org/10.5194/acp-7-3447-2007doi:10.5194/acp-7-3447-2007, 2007. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Kazil, J., Stier, P., Zhang, K., Quaas, J., Kinne, S., O&apos;Donnell, D., Rast, S., Esch, M., Ferrachat, S., Lohmann, U., and Feichter, J.: Aerosol nucleation and its role for clouds and Earth&apos;s radiative forcing in the aerosol-climate model ECHAM5-HAM, Atmos. Chem. Phys., 10, 10733–10752, http://dx.doi.org/10.5194/acp-10-10733-2010doi:10.5194/acp-10-10733-2010, 2010. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Kazil, J., Zhang, K., Stier, P., Feichter, J., Lohmann, U., and O&apos;Brien, K.: The present-day decadal solar cycle modulation of Earth&apos;s radiative forcing via charged H2SO4/H2O aerosol nucleation, Geophys. Res. Lett., 39, L02805, http://dx.doi.org/10.1029/2011GL050058doi:10.1029/2011GL050058, 2012. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Kettle, A J. and Andreae, M O.: Flux of dimethylsulfide from the oceans: A comparison of updated data sets and flux models, J. Geophys. Res., 105, 26793–26808, http://dx.doi.org/10.1029/2000JD900252doi:10.1029/2000JD900252, 2000. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Khairoutdinov, M. and Kogan, Y.: A New Cloud Physics Parameterization in a Large-Eddy Simulation Model of Marine Stratocumulus, Mon. Weather Rev., 128, 229, http://dx.doi.org/10.1175/1520-0493(2000)128&lt;0229:ANCPPI&gt;2.0.CO;2doi:10.1175/1520-0493(2000)128&lt;0229:ANCPPI&gt;2.0.CO;2, 2000. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Kinne, S., Lohmann, U., Feichter, J., Schulz, M., Timmreck, C., Ghan, S., Easter, R., Chin, M., Ginoux, P., Takemura, T., Tegen, I., Koch, D., Herzog, M., Penner, J., Pitari, G., Holben, B., Eck, T., Smirnov, A., Dubovik, O., Slutsker, I., Tanre, D., Torres, O., Mishchenko, M., Geogdzhayev, I., Chu, D A., and Kaufman, Y.: Monthly averages of aerosol properties: A global comparison among models, satellite data, and AERONET ground data, J. Geophys. Res.-Atmos., 108, 4634, http://dx.doi.org/10.1029/2001JD001253doi:10.1029/2001JD001253, 2003. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Kinne, S., Schulz, M., Textor, C., Guibert, S., Balkanski, Y., Bauer, S. E., Berntsen, T., Berglen, T. F., Boucher, O., Chin, M., Collins, W., Dentener, F., Diehl, T., Easter, R., Feichter, J., Fillmore, D., Ghan, S., Ginoux, P., Gong, S., Grini, A., Hendricks, J., Herzog, M., Horowitz, L., Isaksen, I., Iversen, T., Kirkevåg, A., Kloster, S., Koch, D., Kristjansson, J. E., Krol, M., Lauer, A., Lamarque, J. F., Lesins, G., Liu, X., Lohmann, U., Montanaro, V., Myhre, G., Penner, J., Pitari, G., Reddy, S., Seland, O., Stier, P., Takemura, T., and Tie, X.: An AeroCom initial assessment – optical properties in aerosol component modules of global models, Atmos. Chem. Phys., 6, 1815–1834, http://dx.doi.org/10.5194/acp-6-1815-2006doi:10.5194/acp-6-1815-2006, 2006. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Kinne, S., O&apos;Donnell, D., Stier, P., Kloster, S., Zhang, K., Schmidt, H., Rast, S., Giorgetta, M., Eck, T., and Stevens, B.: A new global aerosol climatology for climate studies, Journal of Advances in Modeling Earth Systems, submitted, 2012. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Kloster, S., Dentener, F., Feichter, J., Raes, F., van Aardenne, J., Roeckner, E., Lohmann, U., Stier, P., and Swart, R.: Influence of future air pollution mitigation strategies on total aerosol radiative forcing, Atmos. Chem. Phys., 8, 6405–6437, http://dx.doi.org/10.5194/acp-8-6405-2008doi:10.5194/acp-8-6405-2008, 2008. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Koch, D., Schulz, M., Kinne, S., McNaughton, C., Spackman, J. R., Balkanski, Y., Bauer, S., Berntsen, T., Bond, T. C., Boucher, O., Chin, M., Clarke, A., De Luca, N., Dentener, F., Diehl, T., Dubovik, O., Easter, R., Fahey, D. W., Feichter, J., Fillmore, D., Freitag, S., Ghan, S., Ginoux, P., Gong, S., Horowitz, L., Iversen, T., Kirkevåg, A., Klimont, Z., Kondo, Y., Krol, M., Liu, X., Miller, R., Montanaro, V., Moteki, N., Myhre, G., Penner, J. E., Perlwitz, J., Pitari, G., Reddy, S., Sahu, L., Sakamoto, H., Schuster, G., Schwarz, J. P., Seland, Ø., Stier, P., Takegawa, N., Takemura, T., Textor, C., van Aardenne, J. A., and Zhao, Y.: Evaluation of black carbon estimations in global aerosol models, Atmos. Chem. Phys., 9, 9001–9026, http://dx.doi.org/10.5194/acp-9-9001-2009doi:10.5194/acp-9-9001-2009, 2009. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> Koepke, P., Hess, M., Schult, I., and Shettle, E.: Global Aerosol Data Set, Report 243 ISSN 0937-1060, Max Planck Institute for Meteorology, Hamburg, 1997. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Kokkola, H., Hommel, R., Kazil, J., Niemeier, U., Partanen, A.-I., Feichter, J., and Timmreck, C.: Aerosol microphysics modules in the framework of the ECHAM5 climate model – intercomparison under stratospheric conditions, Geosci. Model Dev., 2, 97–112, http://dx.doi.org/10.5194/gmd-2-97-2009doi:10.5194/gmd-2-97-2009, 2009. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Kreidenweis, S. M., Koehler, K., DeMott, P. J., Prenni, A. J., Carrico, C., and Ervens, B.: Water activity and activation diameters from hygroscopicity data – Part I: Theory and application to inorganic salts, Atmos. Chem. Phys., 5, 1357–1370, http://dx.doi.org/10.5194/acp-5-1357-2005doi:10.5194/acp-5-1357-2005, 2005. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Kreidenweis, S M., Petters, M D., and DeMott, P J.: Single-parameter estimates of aerosol water content, Environ. Res. Lett., 3, 035002, http://stacks.iop.org/1748-9326/3/i=3/a=035002, 2008. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Kuang, C., McMurry, P H., McCormick, A V., and Eisele, F L.: Dependence of nucleation rates on sulfuric acid vapor concentration in diverse atmospheric locations, J. Geophys. Res., 113, D10209, http://dx.doi.org/10.1029/2007JD009253doi:10.1029/2007JD009253, 2008. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> Kulmala, M., Laaksonen, A., and Pirjola, L.: Parameterizations for sulfuric acid/water nucleation rates, J. Geophys. Res., 103, 8301–8307, http://dx.doi.org/10.1029/97JD03718doi:10.1029/97JD03718, 1998. </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple"> Kulmala, M., Lehtinen, K. E. J., and Laaksonen, A.: Cluster activation theory as an explanation of the linear dependence between formation rate of 3 nm particles and sulphuric acid concentration, Atmos. Chem. Phys., 6, 787–793, http://dx.doi.org/10.5194/acp-6-787-2006doi:10.5194/acp-6-787-2006, 2006. </mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple"> Kulmala, M., Asmi, A., Lappalainen, H. K., Baltensperger, U., Brenguier, J.-L., Facchini, M. C., Hansson, H.-C., Hov, Ø., O&apos;Dowd, C. D., Pöschl, U., Wiedensohler, A., Boers, R., Boucher, O., de Leeuw, G., Denier van der Gon, H. A. C., Feichter, J., Krejci, R., Laj, P., Lihavainen, H., Lohmann, U., McFiggans, G., Mentel, T., Pilinis, C., Riipinen, I., Schulz, M., Stohl, A., Swietlicki, E., Vignati, E., Alves, C., Amann, M., Ammann, M., Arabas, S., Artaxo, P., Baars, H., Beddows, D. C. S., Bergström, R., Beukes, J. P., Bilde, M., Burkhart, J. F., Canonaco, F., Clegg, S. L., Coe, H., Crumeyrolle, S., D&apos;Anna, B., Decesari, S., Gilardoni, S., Fischer, M., Fjaeraa, A. M., Fountoukis, C., George, C., Gomes, L., Halloran, P., Hamburger, T., Harrison, R. M., Herrmann, H., Hoffmann, T., Hoose, C., Hu, M., Hyvärinen, A., Hõrrak, U., Iinuma, Y., Iversen, T., Josipovic, M., Kanakidou, M., Kiendler-Scharr, A., Kirkevåg, A., Kiss, G., Klimont, Z., Kolmonen, P., Komppula, M., Kristjánsson, J.-E., Laakso, L., Laaksonen, A., Labonnote, L., Lanz, V. A., Lehtinen, K. E. J., Rizzo, L. V., Makkonen, R., Manninen, H. E., McMeeking, G., Merikanto, J., Minikin, A., Mirme, S., Morgan, W. T., Nemitz, E., O&apos;Donnell, D., Panwar, T. S., Pawlowska, H., Petzold, A., Pienaar, J. J., Pio, C., Plass-Duelmer, C., Prévôt, A. S. H., Pryor, S., Reddington, C. L., Roberts, G., Rosenfeld, D., Schwarz, J., Seland, Ø., Sellegri, K., Shen, X. J., Shiraiwa, M., Siebert, H., Sierau, B., Simpson, D., Sun, J. Y., Topping, D., Tunved, P., Vaattovaara, P., Vakkari, V., Veefkind, J. P., Visschedijk, A., Vuollekoski, H., Vuolo, R., Wehner, B., Wildt, J., Woodward, S., Worsnop, D. R., van Zadelhoff, G.-J., Zardini, A. A., Zhang, K., van Zyl, P. G., Kerminen, V.-M., S Carslaw, K., and Pandis, S. N.: General overview: European Integrated project on Aerosol Cloud Climate and Air Quality interactions (EUCAARI) – integrating aerosol research from nano to global scales, Atmos. Chem. Phys., 11, 13061–13143, http://dx.doi.org/10.5194/acp-11-13061-2011doi:10.5194/acp-11-13061-2011, 2011. </mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple"> Laakso, L., Petäjä, T., Lehtinen, K. E. J., Kulmala, M., Paatero, J., Hõrrak, U., Tammet, H., and Joutsensaari, J.: Ion production rate in a boreal forest based on ion, particle and radiation measurements, Atmos. Chem. Phys., 4, 1933–1943, http://dx.doi.org/10.5194/acp-4-1933-2004doi:10.5194/acp-4-1933-2004, 2004. </mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple"> Langner, J. and Rodhe, H.: A global three-dimensional model of tropospheric sulfur cycle, J. Atmos. Chem., 13, 225–263, 1991. </mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple"> Laurent, B., Marticorena, B., Bergametti, G., and Mei, F.: Modeling mineral dust emissions from Chinese and Mongolian deserts, Global Planet. Change, 52, 121–141, http://dx.doi.org/10.1016/j.gloplacha.2006.02.012doi:10.1016/j.gloplacha.2006.02.012, 2006. </mixed-citation>
</ref>
<ref id="ref62">
<label>62</label><mixed-citation publication-type="other" xlink:type="simple"> Lin, H. and Leaitch, W R.: Development of an in-cloud aerosol activation parameterization for climate modelling., in: WMO Workshop on Measurement of Cloud Properties for Forecasts of Weather, Air Quality and Climate, pp. 328–355, Geneva, Switzerland, World Meteorology Organization, 1997. </mixed-citation>
</ref>
<ref id="ref63">
<label>63</label><mixed-citation publication-type="other" xlink:type="simple"> Lin, S J. and Rood, R B.: Multidimensional flux-form semi-Lagrangian transport schemes, Mon. Weather Rev., 124, 2046–2070, 1996. </mixed-citation>
</ref>
<ref id="ref64">
<label>64</label><mixed-citation publication-type="other" xlink:type="simple"> Liu, X. and Penner, J E.: Effect of Mount Pinatubo H&lt;sub&gt;2&lt;/sub&gt;SO&lt;sub&gt;4&lt;/sub&gt;/H&lt;sub&gt;2&lt;/sub&gt;O aerosol on ice nucleation in the upper troposphere using a global chemistry and transport model, J. Geophys. Res., 107, 4141, http://dx.doi.org/10.1029/2001JD000455doi:10.1029/2001JD000455, 2002. </mixed-citation>
</ref>
<ref id="ref65">
<label>65</label><mixed-citation publication-type="other" xlink:type="simple"> Liu, X., Penner, J E., and Herzog, M.: Global modeling of aerosol dynamics: Model description, evaluation, and interactions between sulfate and nonsulfate aerosols, J. Geophys. Res., 110, D18206, http://dx.doi.org/10.1029/2004JD005674doi:10.1029/2004JD005674, 2005. </mixed-citation>
</ref>
<ref id="ref66">
<label>66</label><mixed-citation publication-type="other" xlink:type="simple"> Liu, X., Easter, R. C., Ghan, S. J., Zaveri, R., Rasch, P., Shi, X., Lamarque, J.-F., Gettelman, A., Morrison, H., Vitt, F., Conley, A., Park, S., Neale, R., Hannay, C., Ekman, A. M. L., Hess, P., Mahowald, N., Collins, W., Iacono, M. J., Bretherton, C. S., Flanner, M. G., and Mitchell, D.: Toward a minimal representation of aerosols in climate models: description and evaluation in the Community Atmosphere Model CAM5, Geosci. Model Dev., 5, 709–739, http://dx.doi.org/10.5194/gmd-5-709-2012doi:10.5194/gmd-5-709-2012, 2012. </mixed-citation>
</ref>
<ref id="ref67">
<label>67</label><mixed-citation publication-type="other" xlink:type="simple"> Lohmann, U. and Feichter, J.: Impact of sulfate aerosols on albedo and lifetime of clouds: A sensitivity study with the ECHAM4 GCM, J. Geophys. Res., 102, 13685–13700, http://dx.doi.org/10.1029/97JD00631doi:10.1029/97JD00631, 1997. </mixed-citation>
</ref>
<ref id="ref68">
<label>68</label><mixed-citation publication-type="other" xlink:type="simple"> Lohmann, U. and Hoose, C.: Sensitivity studies of different aerosol indirect effects in mixed-phase clouds, Atmos. Chem. Phys., 9, 8917–8934, http://dx.doi.org/10.5194/acp-9-8917-2009doi:10.5194/acp-9-8917-2009, 2009. </mixed-citation>
</ref>
<ref id="ref69">
<label>69</label><mixed-citation publication-type="other" xlink:type="simple"> Lohmann, U. and Roeckner, E.: Design and performance of a new cloud microphysics scheme developed for the ECHAM general circulation model, Climate Dynamics, 12, 557–572, 1996. </mixed-citation>
</ref>
<ref id="ref70">
<label>70</label><mixed-citation publication-type="other" xlink:type="simple"> Lohmann, U., Stier, P., Hoose, C., Ferrachat, S., Kloster, S., Roeckner, E., and Zhang, J.: Cloud microphysics and aerosol indirect effects in the global climate model ECHAM5-HAM, Atmos. Chem. Phys., 7, 3425–3446, http://dx.doi.org/10.5194/acp-7-3425-2007doi:10.5194/acp-7-3425-2007, 2007. </mixed-citation>
</ref>
<ref id="ref71">
<label>71</label><mixed-citation publication-type="other" xlink:type="simple"> Louis, J F.: A parametric model of vertical eddy uses in the atmosphere., Bound.-Layer Meteor., 17, 187–202, 1979. </mixed-citation>
</ref>
<ref id="ref72">
<label>72</label><mixed-citation publication-type="other" xlink:type="simple"> Makkonen, R., Asmi, A., Korhonen, H., Kokkola, H., Järvenoja, S., Räisänen, P., Lehtinen, K. E. J., Laaksonen, A., Kerminen, V.-M., Järvinen, H., Lohmann, U., Bennartz, R., Feichter, J., and Kulmala, M.: Sensitivity of aerosol concentrations and cloud properties to nucleation and secondary organic distribution in ECHAM5-HAM global circulation model, Atmos. Chem. Phys., 9, 1747–1766, http://dx.doi.org/10.5194/acp-9-1747-2009doi:10.5194/acp-9-1747-2009, 2009. </mixed-citation>
</ref>
<ref id="ref73">
<label>73</label><mixed-citation publication-type="other" xlink:type="simple"> Mashayekhi, R., Irannejad, P., Feichter, J., and Bidokhti, A. A.: Implementation of a new aerosol HAM model within the Weather Research and Forecasting (WRF) modeling system, Geosci. Model Dev. Discuss., 2, 681–707, http://dx.doi.org/10.5194/gmdd-2-681-2009doi:10.5194/gmdd-2-681-2009, 2009. </mixed-citation>
</ref>
<ref id="ref74">
<label>74</label><mixed-citation publication-type="other" xlink:type="simple"> Mlawer, E J., Taubman, S J., Brown, P D., Iacono, M J., and Clough, S A.: Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave., J. Geophys. Res., 102, 16663–16682, 1997. </mixed-citation>
</ref>
<ref id="ref75">
<label>75</label><mixed-citation publication-type="other" xlink:type="simple"> Monahan, E., Spiel, D., and Davidson, K.: A model of marine aerosol generation via whitecaps and wave disruption, in: Oceanic whitecaps and their role in air-sea exchange, edited by: Reidel, D., 167–174, Norwell, Massachusetts, 1986. </mixed-citation>
</ref>
<ref id="ref76">
<label>76</label><mixed-citation publication-type="other" xlink:type="simple"> Myhre, G., Samset, B. H., Schulz, M., Balkanski, Y., Bauer, S., Berntsen, T. K., Bian, H., Bellouin, N., Chin, M., Diehl, T., Easter, R. C., Feichter, J., Ghan, S. J., Hauglustaine, D., Iversen, T., Kinne, S., Kirkevåg, A., Lamarque, J.-F., Lin, G., Liu, X., Luo, G., Ma, X., Penner, J. E., Rasch, P. J., Seland, Ø., Skeie, R. B., Stier, P., Takemura, T., Tsigaridis, K., Wang, Z., Xu, L., Yu, H., Yu, F., Yoon, J.-H., Zhang, K., Zhang, H., and Zhou, C.: Radiative forcing of the direct aerosol effect from AeroCom Phase II simulations, Atmos. Chem. Phys. Discuss., 12, 22355–22413, http://dx.doi.org/10.5194/acpd-12-22355-2012doi:10.5194/acpd-12-22355-2012, 2012. </mixed-citation>
</ref>
<ref id="ref77">
<label>77</label><mixed-citation publication-type="other" xlink:type="simple"> Ng, N. L., Chhabra, P. S., Chan, A. W. H., Surratt, J. D., Kroll, J. H., Kwan, A. J., McCabe, D. C., Wennberg, P. O., Sorooshian, A., Murphy, S. M., Dalleska, N. F., Flagan, R. C., and Seinfeld, J. H.: Effect of NO&lt;sub&gt;x&lt;/sub&gt; level on secondary organic aerosol (SOA) formation from the photooxidation of terpenes, Atmos. Chem. Phys., 7, 5159–5174, http://dx.doi.org/10.5194/acp-7-5159-2007doi:10.5194/acp-7-5159-2007, 2007. </mixed-citation>
</ref>
<ref id="ref78">
<label>78</label><mixed-citation publication-type="other" xlink:type="simple"> Niemeier, U., Timmreck, C., Graf, H.-F., Kinne, S., Rast, S., and Self, S.: Initial fate of fine ash and sulfur from large volcanic eruptions, Atmos. Chem. Phys., 9, 9043–9057, http://dx.doi.org/10.5194/acp-9-9043-2009doi:10.5194/acp-9-9043-2009, 2009. </mixed-citation>
</ref>
<ref id="ref79">
<label>79</label><mixed-citation publication-type="other" xlink:type="simple"> Niemeier, U., Schmidt, H., and Timmreck, C.: The dependency of geoengineered sulfate aerosol on the emission strategy, Atmos. Sci. Lett., 12, 189–194, http://dx.doi.org/10.1002/asl.304doi:10.1002/asl.304, 2011. </mixed-citation>
</ref>
<ref id="ref80">
<label>80</label><mixed-citation publication-type="other" xlink:type="simple"> Nightingale, P., Malin, G., Law, C., Watson, A., Liss, P., Liddicoat, M., Boutin, J., and Upstill-Goddard, R.: In situ evaluation of air-sea gas exchange parameterizations using novel conservative and volatile tracers, Global Biogeochem. Cy., 14, 373–387, http://dx.doi.org/10.1029/1999GB900091doi:10.1029/1999GB900091, 2000. </mixed-citation>
</ref>
<ref id="ref81">
<label>81</label><mixed-citation publication-type="other" xlink:type="simple"> Nilsson, B.: Meteorological influence on aerosol extinction in the 0.2–40-micron wavelength range, Appl. Optics, 18, 3457–3473, http://dx.doi.org/10.1364/AO.18.003457doi:10.1364/AO.18.003457, 1979. </mixed-citation>
</ref>
<ref id="ref82">
<label>82</label><mixed-citation publication-type="other" xlink:type="simple"> Nordeng, T E.: Extended versions of the convective parametrization scheme at ECMWF and their impact on the mean and transient activity of the model in the tropics, ECMWF Research Department, Technical Momorandum 206, European Centre for Medium-Range Weather Forecast, Reading, UK, 1994. </mixed-citation>
</ref>
<ref id="ref83">
<label>83</label><mixed-citation publication-type="other" xlink:type="simple"> O&apos;Donnell, D., Tsigaridis, K., and Feichter, J.: Estimating the direct and indirect effects of secondary organic aerosols using ECHAM5-HAM, Atmos. Chem. Phys., 11, 8635–8659, http://dx.doi.org/10.5194/acp-11-8635-2011doi:10.5194/acp-11-8635-2011, 2011. </mixed-citation>
</ref>
<ref id="ref84">
<label>84</label><mixed-citation publication-type="other" xlink:type="simple"> Odum, J R., T Hoffman, T., Bowman, F., Collins, D., Flagan, R C., and Seinfeld, J H.: Gas/Particle Partitioning and Secondary Organic Aerosol Yields, Environ. Sci. Technol., 30, 2580–2585, http://dx.doi.org/10.1021/es950943+doi:10.1021/es950943+, 1996. </mixed-citation>
</ref>
<ref id="ref85">
<label>85</label><mixed-citation publication-type="other" xlink:type="simple"> Olivier, J., Berdowski, J., Peters, J., Bakker, J., Visschedijk, A., and Bloos, J.: Applications of EDGAR including a description of EDGAR V3.0: reference database with trend data for 1970-1995, NRP Report 410200 051, RIVM, Bilthoven, The Netherlands, 2005a. </mixed-citation>
</ref>
<ref id="ref86">
<label>86</label><mixed-citation publication-type="other" xlink:type="simple"> Olivier, J. G J., van Aardenne, J A., Dentener, F J., Pagliari, V., Ganzeveld, L N., and Peters, J. A. H W.: Recent trends in global greenhouse gas emissions: regional trends 1970–2000 and spatial distribution of key sources in 2000, Environ. Sci., 2, 81–99, http://dx.doi.org/10.1080/15693430500400345doi:10.1080/15693430500400345, 2005b. </mixed-citation>
</ref>
<ref id="ref87">
<label>87</label><mixed-citation publication-type="other" xlink:type="simple"> Pankow, J F.: An absorption model of gas/particle partitioning of organic compounds in the atmosphere, Environ. Sci., 28, 185–188, 1994a. </mixed-citation>
</ref>
<ref id="ref88">
<label>88</label><mixed-citation publication-type="other" xlink:type="simple"> Pankow, J F.: An absorption model of the gas/particle partitioning involved in the formation of secondary organic aerosol, Environ. Sci., 28, 189–193, 1994b. </mixed-citation>
</ref>
<ref id="ref89">
<label>89</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, http://dx.doi.org/10.5194/acp-7-1961-2007doi:10.5194/acp-7-1961-2007, 2007. </mixed-citation>
</ref>
<ref id="ref90">
<label>90</label><mixed-citation publication-type="other" xlink:type="simple"> Pham, M., Müller, J F., Brasseur, G P., Granier, C., and Mégie, G.: A three-dimensional study of the tropospheric sulfur cycle, J. Geophys. Res., 100, 26061–26092, http://dx.doi.org/10.1029/95JD02095doi:10.1029/95JD02095, 1995. </mixed-citation>
</ref>
<ref id="ref91">
<label>91</label><mixed-citation publication-type="other" xlink:type="simple"> Prigent, C., Tegen, I., Aires, F., Marticorena, B., and Zribi, M.: Estimation of the aerodynamic roughness length in arid and semiarid regions over the globe with the ERS scatterometer, J. Geophys. Res., 110, D09205, http://dx.doi.org/10.1029/2004JD005370doi:10.1029/2004JD005370, 2005. </mixed-citation>
</ref>
<ref id="ref92">
<label>92</label><mixed-citation publication-type="other" xlink:type="simple"> Pringle, K. J., Tost, H., Message, S., Steil, B., Giannadaki, D., Nenes, A., Fountoukis, C., Stier, P., Vignati, E., and Lelieveld, J.: Description and evaluation of GMXe: a new aerosol submodel for global simulations (v1), Geosci. Model Dev., 3, 391–412, http://dx.doi.org/10.5194/gmd-3-391-2010doi:10.5194/gmd-3-391-2010, 2010. </mixed-citation>
</ref>
<ref id="ref93">
<label>93</label><mixed-citation publication-type="other" xlink:type="simple"> Putaud, J.-P., Dingenen, R V., Baltensperger, U., Brüggemann, E., Charron, A., Facchini, M C., Decesari, S., Fuzzi, S., Gehrig, R., Hansson, H C., Harrison, R M., Jones, A M., Laj, P., Lorbeer, G., Maenhaut, W., Mihalopoulos, N., Müller, K., Palmgren, F., Querol, X., Rodriguez, S., Schneider, J., Spindler, G., Brink, H., Tunved, P., Torseth, K., Wehner, B., Weingartner, E., Wiedensohler, A., Wahlin, P., and Raes, F.: A European aerosol phenomenology; physical and chemical characteristics of particulate matter at kerbside, urban, rural and background sites in Europe, Tech. Rep. Report nr. EUR 20411, European Commission, available at http://ccu.ei.jrc.it/ccu, 2003. </mixed-citation>
</ref>
<ref id="ref94">
<label>94</label><mixed-citation publication-type="other" xlink:type="simple"> Quaas, J., Boucher, O., and Breon, F M.: Aerosol indirect effects in POLDER satellite data and the Laboratoire de Meteorologie Dynamique-Zoom (LMDZ) general circulation model, J. Geophys. Res., 109, D08205, http://dx.doi.org/10.1029/2003JD004317doi:10.1029/2003JD004317, 2004. </mixed-citation>
</ref>
<ref id="ref95">
<label>95</label><mixed-citation publication-type="other" xlink:type="simple"> Riipinen, I., Sihto, S.-L., Kulmala, M., Arnold, F., Dal Maso, M., Birmili, W., Saarnio, K., Teinilä, K., Kerminen, V.-M., Laaksonen, A., and Lehtinen, K. E. J.: Connections between atmospheric sulphuric acid and new particle formation during QUEST III–IV campaigns in Heidelberg and Hyytiälä, Atmos. Chem. Phys., 7, 1899–1914, http://dx.doi.org/10.5194/acp-7-1899-2007doi:10.5194/acp-7-1899-2007, 2007. </mixed-citation>
</ref>
<ref id="ref96">
<label>96</label><mixed-citation publication-type="other" xlink:type="simple"> Roeckner,~E., Bäuml,~G., Bonaventura,~L., Brokopf,~R., Esch,~M., Giorgetta,~M., Hagemann,~S., Kirchner,~I., Kornblueh,~L., Manzini,~E., Rhodin,~A., Schlese,~U., Schulzweida,~U., and Tompkins,~A.: The atmospheric general circulation model ECHAM 5. PART I: model description, MPI Technical Report 349, Max Planck Institute for Meteorology, Hamburg, Germany, 2003. </mixed-citation>
</ref>
<ref id="ref97">
<label>97</label><mixed-citation publication-type="other" xlink:type="simple"> Roeckner, E., Brokopf, R., Esch, M., Giorgetta, M A., 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, Journal of Climate, 19, 3771–3791, 2006a. </mixed-citation>
</ref>
<ref id="ref98">
<label>98</label><mixed-citation publication-type="other" xlink:type="simple"> Roeckner, E., Stier, P., Feichter, J., Kloster, S., Esch, M., and Fischer-Bruns, I.: Impact of carbonaceous aerosol emissions on regional climate change, Clim. Dynam., 27, 553–571, http://dx.doi.org/10.1007/s00382-006-0147-3doi:10.1007/s00382-006-0147-3, 2006b. </mixed-citation>
</ref>
<ref id="ref99">
<label>99</label><mixed-citation publication-type="other" xlink:type="simple"> Saathoff, H., Naumann, K.-H., Möhler, O., Jonsson, Å. M., Hallquist, M., Kiendler-Scharr, A., Mentel, Th. F., Tillmann, R., and Schurath, U.: Temperature dependence of yields of secondary organic aerosols from the ozonolysis of α-pinene and limonene, Atmos. Chem. Phys., 9, 1551–1577, http://dx.doi.org/10.5194/acp-9-1551-2009doi:10.5194/acp-9-1551-2009, 2009. </mixed-citation>
</ref>
<ref id="ref100">
<label>100</label><mixed-citation publication-type="other" xlink:type="simple"> Samset, B H. and Myhre, G.: Vertical dependence of black carbon, sulphate and biomass burning aerosol radiative forcing, Geophys. Res. Lett., 38, L24802, http://dx.doi.org/10.1029/2011GL049697doi:10.1029/2011GL049697, 2011. </mixed-citation>
</ref>
<ref id="ref101">
<label>101</label><mixed-citation publication-type="other" xlink:type="simple"> Schulz, M., Textor, C., Kinne, S., Balkanski, Y., Bauer, S., Berntsen, T., Berglen, T., Boucher, O., Dentener, F., Guibert, S., Isaksen, I. S. A., Iversen, T., Koch, D., Kirkevåg, A., Liu, X., Montanaro, V., Myhre, G., Penner, J. E., Pitari, G., Reddy, S., Seland, Ø., Stier, P., and Takemura, T.: Radiative forcing by aerosols as derived from the AeroCom present-day and pre-industrial simulations, Atmos. Chem. Phys., 6, 5225–5246, http://dx.doi.org/10.5194/acp-6-5225-2006doi:10.5194/acp-6-5225-2006, 2006. </mixed-citation>
</ref>
<ref id="ref102">
<label>102</label><mixed-citation publication-type="other" xlink:type="simple"> Schulz, M., Chin, M., and Kinne, S.: The Aerosol Model Comparison Project, AeroCom, Phase II: Clearing Up Diversity, IGAC Newsletter, 2009. </mixed-citation>
</ref>
<ref id="ref103">
<label>103</label><mixed-citation publication-type="other" xlink:type="simple"> Seinfeld, J H. and Pandis, S N.: Atmospheric Chemistry and Physics: From Air Pollution to Climate Change, J. Wiley, New York, 1998. </mixed-citation>
</ref>
<ref id="ref104">
<label>104</label><mixed-citation publication-type="other" xlink:type="simple"> Shettle, E P. and Fenn, R W.: Models of the aerosols of the lower atmosphere and the effects of humidity variations on their optical properties, Tech. rep. project 7670, Air Force Geoph. Lab., Massachusetts, 1979. </mixed-citation>
</ref>
<ref id="ref105">
<label>105</label><mixed-citation publication-type="other" xlink:type="simple"> Slinn, S A. and Slinn, W. G N.: Predictions for particle deposition on natural waters, Atmos. Environ., 14, 1013–1026, 1980. </mixed-citation>
</ref>
<ref id="ref106">
<label>106</label><mixed-citation publication-type="other" xlink:type="simple"> Smith, M. and Harrison, N.: The sea spray generation function, J. Aerosol Sci., 29, 189–190, http://dx.doi.org/10.1016/S0021-8502(98)00280-8doi:10.1016/S0021-8502(98)00280-8, 1998. </mixed-citation>
</ref>
<ref id="ref107">
<label>107</label><mixed-citation publication-type="other" xlink:type="simple"> Spracklen, D. V., Pringle, K. J., Carslaw, K. S., Chipperfield, M. P., and Mann, G. W.: A global off-line model of size-resolved aerosol microphysics: I. Model development and prediction of aerosol properties, Atmos. Chem. Phys., 5, 2227–2252, http://dx.doi.org/10.5194/acp-5-2227-2005doi:10.5194/acp-5-2227-2005, 2005. </mixed-citation>
</ref>
<ref id="ref108">
<label>108</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="ref109">
<label>109</label><mixed-citation publication-type="other" xlink:type="simple"> Stier, P., Feichter, J., Roeckner, E., Kloster, S., and Esch, M.: The evolution of the global aerosol system in a transient climate simulation from 1860 to 2100, Atmos. Chem. Phys., 6, 3059–3076, http://dx.doi.org/10.5194/acp-6-3059-2006doi:10.5194/acp-6-3059-2006, 2006. </mixed-citation>
</ref>
<ref id="ref110">
<label>110</label><mixed-citation publication-type="other" xlink:type="simple"> Stier, P., Seinfeld, J. H., Kinne, S., and Boucher, O.: Aerosol absorption and radiative forcing, Atmos. Chem. Phys., 7, 5237–5261, http://dx.doi.org/10.5194/acp-7-5237-2007doi:10.5194/acp-7-5237-2007, 2007. </mixed-citation>
</ref>
<ref id="ref111">
<label>111</label><mixed-citation publication-type="other" xlink:type="simple"> Stokes, R H. and Robinson, R A.: Interactions in aqueous nonelectrolyte solutions. I. Solute-solvent equilibria, J. Phys. Chem., 70, 2126–2130, http://dx.doi.org/10.1021/j100879a010doi:10.1021/j100879a010, 1966. </mixed-citation>
</ref>
<ref id="ref112">
<label>112</label><mixed-citation publication-type="other" xlink:type="simple"> Tanre, D., Geleyn, J F., and Slingo, J M.: First results of the introduction of an advanced aerosol-radiation interaction in the ECMWF low resolution global model, in: Aerosols and Their Climatic Effects, edited by Gerber, H. and Deepak, A., pp. 133–177, A. Deepak, Hampton, Va., 1984. </mixed-citation>
</ref>
<ref id="ref113">
<label>113</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, http://dx.doi.org/10.1029/2001JD000963doi:10.1029/2001JD000963, 2002. </mixed-citation>
</ref>
<ref id="ref114">
<label>114</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., Grini, A., Hendricks, J., Horowitz, L., Huang, P., Isaksen, I., Iversen, I., Kloster, S., Koch, D., Kirkevåg, A., Kristjansson, J. E., Krol, M., Lauer, A., Lamarque, J. F., Liu, X., Montanaro, V., Myhre, G., Penner, J., Pitari, G., Reddy, S., Seland, Ø., 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="ref115">
<label>115</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., Feichter, J., Fillmore, D., Ginoux, P., Gong, S., Grini, A., Hendricks, J., Horowitz, L., Huang, P., Isaksen, I. S. A., Iversen, T., Kloster, S., Koch, D., Kirkevåg, A., Kristjansson, J. E., Krol, M., Lauer, A., Lamarque, J. F., Liu, X., Montanaro, V., Myhre, G., Penner, J. E., Pitari, G., Reddy, M. S., Seland, Ø., Stier, P., Takemura, T., and Tie, X.: The effect of harmonized emissions on aerosol properties in global models – an AeroCom experiment, Atmos. Chem. Phys., 7, 4489–4501, http://dx.doi.org/10.5194/acp-7-4489-2007doi:10.5194/acp-7-4489-2007, 2007. </mixed-citation>
</ref>
<ref id="ref116">
<label>116</label><mixed-citation publication-type="other" xlink:type="simple"> Tie, X., Brasseur, G., Emmons, L., Horowitz, L., and Kinnison, D.: Effects of aerosols on tropospheric oxidants: A global model study, J. Geophys. Res., 106, 22931–22964, http://dx.doi.org/10.1029/2001JD900206doi:10.1029/2001JD900206, 2001. </mixed-citation>
</ref>
<ref id="ref117">
<label>117</label><mixed-citation publication-type="other" xlink:type="simple"> Tiedtke, M.: A comprehensive mass flux scheme for cumulus parameterization in large scale models, Mon. Weather Rev., 117, 1779–1800, 1989. </mixed-citation>
</ref>
<ref id="ref118">
<label>118</label><mixed-citation publication-type="other" xlink:type="simple"> Timmreck, C., Graf, H F., Lorenz, S J., Niemeier, U., Zanchettin, D., Matei, D., Jungclaus, J H., and Crowley, T J.: Aerosol size confines climate response to volcanic super-eruptions, Geophys. Res. Lett., 37, L24705, http://dx.doi.org/10.1029/2010GL045464doi:10.1029/2010GL045464, 2010. </mixed-citation>
</ref>
<ref id="ref119">
<label>119</label><mixed-citation publication-type="other" xlink:type="simple"> Toon, O B., Pollack, J B., and Khare, B N.: The optical constants of several atmospheric aerosol species: Ammonium sulfate, aluminum oxide, and sodium chloride, J. Geophys. Res., 81, 5733–5748, http://dx.doi.org/10.1029/JC081i033p05733doi:10.1029/JC081i033p05733, 1976. </mixed-citation>
</ref>
<ref id="ref120">
<label>120</label><mixed-citation publication-type="other" xlink:type="simple"> Tunved, P., Hansson, H.-C., Kulmala, M., Aalto, P., Viisanen, Y., Karlsson, H., Kristensson, A., Swietlicki, E., Dal Maso, M., Ström, J., and Komppula, M.: One year boundary layer aerosol size distribution data from five nordic background stations, Atmos. Chem. Phys., 3, 2183–2205, http://dx.doi.org/10.5194/acp-3-2183-2003doi:10.5194/acp-3-2183-2003, 2003. </mixed-citation>
</ref>
<ref id="ref121">
<label>121</label><mixed-citation publication-type="other" xlink:type="simple"> Uppala,~S M., KÅllberg,~P W., Simmons,~A J., Andrae,~U., Bechtold,~V D C., Fiorino,~M., Gibson,~J K., Haseler,~J., Hernandez,~A., Kelly,~G A., Li,~X., Onogi,~K., Saarinen,~S., Sokka,~N., Allan,~R P., Andersson,~E., Arpe,~K., Balmaseda,~M A., Beljaars,~A C M., Berg,~L V D., Bidlot,~J., Bormann,~N., Caires,~S., Chevallier,~F., Dethof,~A., Dragosavac,~M., Fisher,~M., Fuentes,~M., Hagemann,~S., Hólm,~E., Hoskins,~B J., Isaksen,~L., Janssen,~P A E M., Jenne,~R., McNally,~A P., Mahfouf,~J.-F., Morcrette,~J.-J., Rayner,~N A., Saunders,~R W., Simon,~P., Sterl,~A., Trenberth,~K E., Untch,~A., Vasiljevic,~D., Viterbo,~P., and Woollen,~J.: The ERA-40 re-analysis,~Q J. Roy. Meteorol. Soc., 131, 2961–3012, 2005. </mixed-citation>
</ref>
<ref id="ref122">
<label>122</label><mixed-citation publication-type="other" xlink:type="simple"> van~der Werf, G R., Randerson, J T., Collatz, G J., Giglio, L., Kasibhatla, P S., Arellano, A F., Olsen, S C., and Kasischke, E S.: Continental-Scale Partitioning of Fire Emissions During the 1997 to 2001 El Niño/La Niña Period, Science, 303, 73–76, http://dx.doi.org/10.1126/science.1090753doi:10.1126/science.1090753, 2004. </mixed-citation>
</ref>
<ref id="ref123">
<label>123</label><mixed-citation publication-type="other" xlink:type="simple"> Vehkamäki, H., Kulmala, M., Napari, I., Lehtinen, K E J., Timmreck, C., Noppel, M., and Laaksonen, A.: An improved parameterization for sulfuric acid water nucleation rates for tropospheric and stratospheric conditions, J. Geophys. Res., 107, 4622, http://dx.doi.org/10.1029/2002JD002184doi:10.1029/2002JD002184, 2002. </mixed-citation>
</ref>
<ref id="ref124">
<label>124</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, http://dx.doi.org/10.1029/2007JD008714doi:10.1029/2007JD008714, 2007. </mixed-citation>
</ref>
<ref id="ref125">
<label>125</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., 109, D22202, http://dx.doi.org/10.1029/2003JD004485doi:10.1029/2003JD004485, 2004. </mixed-citation>
</ref>
<ref id="ref126">
<label>126</label><mixed-citation publication-type="other" xlink:type="simple"> Wexler, A S. and Clegg, S L.: Atmospheric aerosol models for systems including the ions H$^+$, NH$_4^+$, Na$^+$, SO$_4^2-$, NO$^3-$, Cl$^-$, Br−, and H&lt;sub&gt;2&lt;/sub&gt;O, J. Geophys. Res., 107, 4207, http://dx.doi.org/10.1029/2001JD000451doi:10.1029/2001JD000451, 2002. </mixed-citation>
</ref>
<ref id="ref127">
<label>127</label><mixed-citation publication-type="other" xlink:type="simple"> Wilson, J., Cuvelier, C., and Raes, F.: A modeling study of global mixed aerosol fields, J. Geophys. Res., 106, 34081–34108, 2001. </mixed-citation>
</ref>
<ref id="ref128">
<label>128</label><mixed-citation publication-type="other" xlink:type="simple"> Zarzycki, C M. and Bond, T C.: How much can the vertical distribution of black carbon affect its global direct radiative forcing?, Geophys. Res. Lett., 37, L20807, http://dx.doi.org/10.1029/2010GL044555doi:10.1029/2010GL044555, 2011. </mixed-citation>
</ref>
<ref id="ref129">
<label>129</label><mixed-citation publication-type="other" xlink:type="simple"> Zaveri, R A., Easter, R C., Fast, J D., and Peters, L K.: Model for Simulating Aerosol Interactions and Chemistry (MOSAIC), J. Geophys. Res., 113,  D13204, http://dx.doi.org/10.1029/2007JD008782doi:10.1029/2007JD008782, 2008. </mixed-citation>
</ref>
<ref id="ref130">
<label>130</label><mixed-citation publication-type="other" xlink:type="simple"> Zdanovskii, A B.: New methods for calculating solubilities of electrolytes in multicomponent systems, Zhur. Fiz. Khim., 22, 1475–1485, 1948. </mixed-citation>
</ref>
<ref id="ref131">
<label>131</label><mixed-citation publication-type="other" xlink:type="simple"> Zeleznik, F J.: Thermodynamic properties of the aqueous sulfuric acid system to 350~K, J. Phys. Chem. Ref. Data, 20, 1157–1200, http://dx.doi.org/10.1063/1.555899doi:10.1063/1.555899, 1991. </mixed-citation>
</ref>
<ref id="ref132">
<label>132</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang, K., Wan, H., Wang, B., Zhang, M., Feichter, J., and Liu, X.: Tropospheric aerosol size distributions simulated by three online global aerosol models using the M7 microphysics module, Atmos. Chem. Phys., 10, 6409–6434, http://dx.doi.org/10.5194/acp-10-6409-2010doi:10.5194/acp-10-6409-2010, 2010. </mixed-citation>
</ref>
<ref id="ref133">
<label>133</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang, K., Feichter, J., Kazil, J., Wan, H., Zhuo, W., Griffiths, A. D., Sartorius, H., Zahorowski, W., Ramonet, M., Schmidt, M., Yver, C., Neubert, R. E. M., and Brunke, E.-G.: Radon activity in the lower troposphere and its impact on ionization rate: a global estimate using different radon emissions, Atmos. Chem. Phys., 11, 7817–7838, http://dx.doi.org/10.5194/acp-11-7817-2011doi:10.5194/acp-11-7817-2011, 2011. </mixed-citation>
</ref>
</ref-list>
</back>
</article>