<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "https://jats.nlm.nih.gov/nlm-dtd/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>
<abbrev-journal-title abbrev-type="nlm-ta">Atmos. Chem. Phys.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1680-7324</issn>
<publisher><publisher-name>Copernicus Publications</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/acp-13-2423-2013</article-id>
<title-group>
<article-title>Black carbon vertical profiles strongly affect its radiative forcing uncertainty</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Samset</surname>
<given-names>B. H.</given-names>
<ext-link>https://orcid.org/0000-0001-8013-1833</ext-link>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Myhre</surname>
<given-names>G.</given-names>
<ext-link>https://orcid.org/0000-0002-4309-476X</ext-link>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Schulz</surname>
<given-names>M.</given-names>
<ext-link>https://orcid.org/0000-0003-4493-4158</ext-link>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Balkanski</surname>
<given-names>Y.</given-names>
<ext-link>https://orcid.org/0000-0001-8241-2858</ext-link>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Bauer</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>Berntsen</surname>
<given-names>T. K.</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>Bian</surname>
<given-names>H.</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>Bellouin</surname>
<given-names>N.</given-names>
<ext-link>https://orcid.org/0000-0003-2109-9559</ext-link>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Diehl</surname>
<given-names>T.</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</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>Easter</surname>
<given-names>R. C.</given-names>
<ext-link>https://orcid.org/0000-0002-8602-1464</ext-link>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ghan</surname>
<given-names>S. J.</given-names>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Iversen</surname>
<given-names>T.</given-names>
<ext-link>https://orcid.org/0000-0001-6875-2979</ext-link>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
<xref ref-type="aff" rid="aff16">
<sup>16</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="aff10">
<sup>10</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Kirkevåg</surname>
<given-names>A.</given-names>
<ext-link>https://orcid.org/0000-0002-3691-554X</ext-link>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Lamarque</surname>
<given-names>J.-F.</given-names>
<ext-link>https://orcid.org/0000-0002-4225-5074</ext-link>
</name>
<xref ref-type="aff" rid="aff12">
<sup>12</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Lin</surname>
<given-names>G.</given-names>
</name>
<xref ref-type="aff" rid="aff13">
<sup>13</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Liu</surname>
<given-names>X.</given-names>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Penner</surname>
<given-names>J. E.</given-names>
<ext-link>https://orcid.org/0000-0001-5577-452X</ext-link>
</name>
<xref ref-type="aff" rid="aff13">
<sup>13</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Seland</surname>
<given-names>Ø.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Skeie</surname>
<given-names>R. B.</given-names>
<ext-link>https://orcid.org/0000-0003-1246-4446</ext-link>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Stier</surname>
<given-names>P.</given-names>
<ext-link>https://orcid.org/0000-0002-1191-0128</ext-link>
</name>
<xref ref-type="aff" rid="aff14">
<sup>14</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Takemura</surname>
<given-names>T.</given-names>
<ext-link>https://orcid.org/0000-0002-2859-6067</ext-link>
</name>
<xref ref-type="aff" rid="aff15">
<sup>15</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Tsigaridis</surname>
<given-names>K.</given-names>
<ext-link>https://orcid.org/0000-0001-5328-819X</ext-link>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Zhang</surname>
<given-names>K.</given-names>
<ext-link>https://orcid.org/0000-0003-0457-6368</ext-link>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Center for International Climate and Environmental Research – Oslo (CICERO), Oslo, Norway</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Norwegian Meteorological Institute, Oslo, Norway</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Laboratoire des Sciences du Climat et de l&apos;Environnement, CEA-CNRS-UVSQ, Gif-sur-Yvette, France</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>NASA Goddard Institute for Space Studies and Columbia Earth Institute, New York, NY, USA</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>Joint Center for Earth Systems Technology, University of Maryland Baltimore County, MD, USA</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>Met Office Hadley Centre, Exeter, UK</addr-line>
</aff>
<aff id="aff7">
<label>7</label>
<addr-line>NASA Goddard Space Flight Center, Greenbelt, MD, USA</addr-line>
</aff>
<aff id="aff8">
<label>8</label>
<addr-line>Universities Space Research Association, Columbia, MD, USA</addr-line>
</aff>
<aff id="aff9">
<label>9</label>
<addr-line>Pacific Northwest National Laboratory, Richland, WA, USA</addr-line>
</aff>
<aff id="aff10">
<label>10</label>
<addr-line>Max Planck Institute for Meteorology, Hamburg, Germany</addr-line>
</aff>
<aff id="aff11">
<label>11</label>
<addr-line>Department of Geosciences, University of Oslo, Oslo, USA</addr-line>
</aff>
<aff id="aff12">
<label>12</label>
<addr-line>NCAR Earth System Laboratory, National Center for Atmospheric Research, Boulder, CO, USA</addr-line>
</aff>
<aff id="aff13">
<label>13</label>
<addr-line>Department of Atmospheric, Oceanic, and Space Sciences, University of Michigan, Ann Arbor, Michigan, USA</addr-line>
</aff>
<aff id="aff14">
<label>14</label>
<addr-line>Department of Physics, University of Oxford, Oxford, UK</addr-line>
</aff>
<aff id="aff15">
<label>15</label>
<addr-line>Research Institute for Applied Mechanics, Kyushu University, Fukuoka, Japan</addr-line>
</aff>
<aff id="aff16">
<label>16</label>
<addr-line>ECMWF, Shinfield Park, RG2 9AX, Reading, UK</addr-line>
</aff>
<pub-date pub-type="epub">
<day>01</day>
<month>03</month>
<year>2013</year>
</pub-date>
<volume>13</volume>
<issue>5</issue>
<fpage>2423</fpage>
<lpage>2434</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2013 B. H. Samset et al.</copyright-statement>
<copyright-year>2013</copyright-year>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution 3.0 Unported License. To view a copy of this licence, visit <ext-link ext-link-type="uri"  xlink:href="https://creativecommons.org/licenses/by/3.0/">https://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions>
<self-uri xlink:href="https://acp.copernicus.org/articles/13/2423/2013/acp-13-2423-2013.html">This article is available from https://acp.copernicus.org/articles/13/2423/2013/acp-13-2423-2013.html</self-uri>
<self-uri xlink:href="https://acp.copernicus.org/articles/13/2423/2013/acp-13-2423-2013.pdf">The full text article is available as a PDF file from https://acp.copernicus.org/articles/13/2423/2013/acp-13-2423-2013.pdf</self-uri>
<abstract>
<p>The impact of black carbon (BC) aerosols on the global radiation balance is
not well constrained. Here twelve global aerosol models are used to show
that at least 20% of the present uncertainty in modeled BC direct
radiative forcing (RF) is due to diversity in the simulated vertical profile
of BC mass. Results are from phases 1 and 2 of the global aerosol model
intercomparison project (AeroCom). Additionally, a significant fraction of
the variability is shown to come from high altitudes, as, globally, more
than 40% of the total BC RF is exerted above 5 km. BC emission regions and
areas with transported BC are found to have differing characteristics. These
insights into the importance of the vertical profile of BC lead us to
suggest that observational studies are needed to better characterize the
global distribution of BC, including in the upper troposphere.</p>
</abstract>
<counts><page-count count="12"/></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">Bellouin, N., Rae, J., Jones, A., Johnson, C., Haywood, J., and Boucher, O.: Aerosol forcing in the climate model intercomparison project (CMIP5) simulations by HADGEM2-ES and the role of ammonium nitrate, J. Geophys. Res.-Atmos., 116, D20206, &lt;a href=&quot;http://dx.doi.org/10.1029/2011jd016074&quot;&gt;https://doi.org/10.1029/2011jd016074&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Bian, H., Chin, M., Rodriguez, J. M., Yu, H., Penner, J. E., and Strahan, S.: Sensitivity of aerosol optical thickness and aerosol direct radiative effect to relative humidity, Atmos. Chem. Phys., 9, 2375–2386, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-9-2375-2009&quot;&gt;https://doi.org/10.5194/acp-9-2375-2009&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Bond, T. C., Habib, G., and Bergstrom, R. W.: Limitations in the enhancement of visible light absorption due to mixing state, J. Geophys. Res.-Atmos., 111, D20211, &lt;a href=&quot;http://dx.doi.org/10.1029/2006jd007315&quot;&gt;https://doi.org/10.1029/2006jd007315&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Chin, M., Diehl, T., Dubovik, O., Eck, T. F., Holben, B. N., Sinyuk, A., and Streets, D. G.: Light absorption by pollution, dust, and biomass burning aerosols: A global model study and evaluation with aeronet measurements, Ann. Geophys., 27, 3439–3464, &lt;a href=&quot;http://dx.doi.org/10.5194/angeo-27-3439-2009&quot;&gt;https://doi.org/10.5194/angeo-27-3439-2009&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</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, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-6-4321-2006&quot;&gt;https://doi.org/10.5194/acp-6-4321-2006&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Editorial, Nature: Time for early action, Nature, 460, &lt;a href=&quot;http://dx.doi.org/10.1038/460012a&quot;&gt;https://doi.org/10.1038/460012a&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Feichter, J. and Stier, P.: Assessment of black carbon radiative effects in climate models, Clim. Change, 3, 359–370, &lt;a href=&quot;http://dx.doi.org/10.1002/wcc.180&quot;&gt;https://doi.org/10.1002/wcc.180&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Grieshop, A. P., Reynolds, C. C. O., Kandlikar, M., and Dowlatabadi, H.: A black-carbon mitigation wedge, Nature Geosci., 2, 533–534, &lt;a href=&quot;http://dx.doi.org/10.1038/Ngeo595&quot;&gt;https://doi.org/10.1038/Ngeo595&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Hansen, J., Sato, M., Ruedy, R., Lacis, A., and Oinas, V.: Global warming in the twenty-first century: An alternative scenario, P. Natl. Acad. Sci. USA, 97, 9875–9880, 2000.</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Hansen, J., Sato, M., Ruedy, R., Nazarenko, L., Lacis, A., Schmidt, G. A., Russell, G., Aleinov, I., Bauer, M., Bauer, S., Bell, N., Cairns, B., Canuto, V., Chandler, M., Cheng, Y., Del Genio, A., Faluvegi, G., Fleming, E., Friend, A., Hall, T., Jackman, C., Kelley, M., Kiang, N., Koch, D., Lean, J., Lerner, J., Lo, K., Menon, S., Miller, R., Minnis, P., Novakov, T., Oinas, V., Perlwitz, J., Perlwitz, J., Rind, D., Romanou, A., Shindell, D., Stone, P., Sun, S., Tausnev, N., Thresher, D., Wielicki, B., Wong, T., Yao, M., and Zhang, S.: Efficacy of climate forcings, J. Geophys. Res.-Atmos., 110, D18104, &lt;a href=&quot;http://dx.doi.org/10.1029/2005jd005776&quot;&gt;https://doi.org/10.1029/2005jd005776&lt;/a&gt;, 2005.</mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">Haywood, J. M. and Shine, K. P.: Multi-spectral calculations of the direct radiative forcing of tropospheric sulphate and soot aerosols using a column model, Q. J. Roy. Meteor. Soc., 123, 1907–1930, 1997.</mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">Kirkevåg, A. and Iversen, T.: Global direct radiative forcing by process-parameterized aerosol optical properties, J. Geophys. Res.-Atmos., 107, 4433, &lt;a href=&quot;http://dx.doi.org/10.1029/2001jd000886&quot;&gt;https://doi.org/10.1029/2001jd000886&lt;/a&gt;, 2002.</mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Kirkevåg, A., Iversen, T., Seland, Ø., Hoose, C., Kristjáson, J. E., Struthers, H., Ekman, A., Ghan, S., Griesfeller, J., Nilsson, D., and Schulz, M.: Aerosol-climate interactions in the Norwegian Earth System Model – NorESM1-M, Geosci. Model Dev., 6, 207–244, &lt;a href=&quot;http://dx.doi.org/10.5194/gmd-6-207-2013&quot;&gt;https://doi.org/10.5194/gmd-6-207-2013&lt;/a&gt;, 2013.</mixed-citation>
</ref>
<ref id="ref14">
<label>14</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., Kirkevag, 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, O., 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, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-9-9001-2009&quot;&gt;https://doi.org/10.5194/acp-9-9001-2009&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Koch, D., Balkanski, Y., Bauer, S. E., Easter, R. C., Ferrachat, S., Ghan, S. J., Hoose, C., Iversen, T., Kirkevåg, A., Kristjansson, J. E., Liu, X., Lohmann, U., Menon, S., Quaas, J., Schulz, M., Seland, Ø., Takemura, T., and Yan, N.: Soot microphysical effects on liquid clouds, a multi-model investigation, Atmos. Chem. Phys., 11, 1051–1064, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-11-1051-2011&quot;&gt;https://doi.org/10.5194/acp-11-1051-2011&lt;/a&gt;, 2011a.</mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Koch, D., Bauer, S. E., Del Genio, A., Faluvegi, G., McConnell, J. R., Menon, S., Miller, R. L., Rind, D., Ruedy, R., Schmidt, G. A., and Shindell, D.: Coupled aerosol-chemistry-climate twentieth-century transient model investigation: Trends in short-lived species and climate responses, J. Climate, 24, 2693–2714, &lt;a href=&quot;http://dx.doi.org/10.1175/2011jcli3582.1&quot;&gt;https://doi.org/10.1175/2011jcli3582.1&lt;/a&gt;, 2011b.</mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Koffi, B., Schulz, M., Breon, F. M., Griesfeller, J., Winker, D., Balkanski, Y., Bauer, S., Berntsen, T., Chin, M. A., Collins, W. D., Dentener, F., Diehl, T., Easter, R., Ghan, S., Ginoux, P., Gong, S. L., Horowitz, L. W., Iversen, T., Kirkevag, A., Koch, D., Krol, M., Myhre, G., Stier, P., and Takemura, T.: Application of the caliop layer product to evaluate the vertical distribution of aerosols estimated by global models: Aerocom phase I results, J. Geophys. Res.-Atmos., 117, D10201, &lt;a href=&quot;http://dx.doi.org/10.1029/2011jd016858&quot;&gt;https://doi.org/10.1029/2011jd016858&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Lamarque, J. F., Emmons, L. K., Hess, P. G., Kinnison, D. E., Tilmes, S., Vitt, F., Heald, C. L., Holland, E. A., Lauritzen, P. H., Neu, J., Orlando, J. J., Rasch, P. J., and Tyndall, G. K.: Cam-chem: Description and evaluation of interactive atmospheric chemistry in the community earth system model, Geosci. Model Dev., 5, 369–411, &lt;a href=&quot;http://dx.doi.org/10.5194/gmd-5-369-2012&quot;&gt;https://doi.org/10.5194/gmd-5-369-2012&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Lin, G., Penner, J., Sillmann, S., Taraborrelli, D., and Lelieveld, J.: Global modeling of soa formation from dicarbonyls, epoxides, organic nitrates and peroxides, Atmos. Chem. Phys., 12, 4743–4774, 10.5194/acp-12-4743-2012, 2012.</mixed-citation>
</ref>
<ref id="ref20">
<label>20</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, 10.5194/gmd-5-709-2012, 2012.</mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Liu, X. H., Penner, J. E., and Herzog, M.: Global modeling of aerosol dynamics: Model description, evaluation, and interactions between sulfate and nonsulfate aerosols, J. Geophys. Res.-Atmos., 110, D18206, &lt;a href=&quot;http://dx.doi.org/10.1029/2004jd005674&quot;&gt;https://doi.org/10.1029/2004jd005674&lt;/a&gt;, 2005.</mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Myhre, G., Berntsen, T. K., Haywood, J. M., Sundet, J. K., Holben, B. N., Johnsrud, M., and Stordal, F.: Modeling the solar radiative impact of aerosols from biomass burning during the southern african regional science initiative (safari-2000) experiment, J. Geophys. Res.-Atmos., 108, 8501, &lt;a href=&quot;http://dx.doi.org/10.1029/2002jd002313&quot;&gt;https://doi.org/10.1029/2002jd002313&lt;/a&gt;, 2003.</mixed-citation>
</ref>
<ref id="ref23">
<label>23</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., Lund, M. T., Luo, G., Ma, X., van Noije, T., Penner, J. E., Rasch, P. J., Ruiz, A., Seland, Ø., Skeie, R. B., Stier, P., Takemura, T., Tsigaridis, K., Wang, P., 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., 13, 1853–1877, &lt;a href=&quot;http://dx.doi.org/acp-13-1853-2013&quot;&gt;https://doi.org/10.5194/acp-13-1853-2013&lt;/a&gt;, 2013.</mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple">Ramanathan, V. and Carmichael, G.: Global and regional climate changes due to black carbon, Nature Geosci., 1, 221–227, &lt;a href=&quot;http://dx.doi.org/10.1038/ngeo156&quot;&gt;https://doi.org/10.1038/ngeo156&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref25">
<label>25</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 &lt;a href=&quot;http://dx.doi.org/10.1029/2011gl049697&quot;&gt;https://doi.org/10.1029/2011gl049697&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref26">
<label>26</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., Kirkevag, 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, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-6-5225-2006&quot;&gt;https://doi.org/10.5194/acp-6-5225-2006&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple">Schwarz, J. P., Spackman, J. R., Gao, R. S., Watts, L. A., Stier, P., Schulz, M., Davis, S. M., Wofsy, S. C., and Fahey, D. W.: Global scale black carbon profiles observed in the remote atmosphere and compared to models, Geophys. Res. Lett., 37, L18812, &lt;a href=&quot;http://dx.doi.org/10.1029/2010GL044372&quot;&gt;https://doi.org/10.1029/2010GL044372&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple">Shindell, D., Kuylenstierna, J. C. I., Vignati, E., van Dingenen, R., Amann, M., Klimont, Z., Anenberg, S. C., Muller, N., Janssens-Maenhout, G., Raes, F., Schwartz, J., Faluvegi, G., Pozzoli, L., Kupiainen, K., Hoglund-Isaksson, L., Emberson, L., Streets, D., Ramanathan, V., Hicks, K., Oanh, N. T. K., Milly, G., Williams, M., Demkine, V., and Fowler, D.: Simultaneously mitigating near-term climate change and improving human health and food security, Science, 335, 183–189, &lt;a href=&quot;http://dx.doi.org/10.1126/science.1210026&quot;&gt;https://doi.org/10.1126/science.1210026&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple">Shindell, D. T., Chin, M., Dentener, F., Doherty, R. M., Faluvegi, G., Fiore, A. M., Hess, P., Koch, D. M., MacKenzie, I. A., Sanderson, M. G., Schultz, M. G., Schulz, M., Stevenson, D. S., Teich, H., Textor, C., Wild, O., Bergmann, D. J., Bey, I., Bian, H., Cuvelier, C., Duncan, B. N., Folberth, G., Horowitz, L. W., Jonson, J., Kaminski, J. W., Marmer, E., Park, R., Pringle, K. J., Schroeder, S., Szopa, S., Takemura, T., Zeng, G., Keating, T. J., and Zuber, A.: A multi-model assessment of pollution transport to the arctic, Atmos. Chem. Phys., 8, 5353–5372, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-8-5353-2008&quot;&gt;https://doi.org/10.5194/acp-8-5353-2008&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple">Skeie, R. B., Berntsen, T., Myhre, G., Pedersen, C. A., Strom, J., Gerland, S., and Ogren, J. A.: Black carbon in the atmosphere and snow, from pre-industrial times until present, Atmos. Chem. Phys., 11, 6809–6836, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-11-6809-2011&quot;&gt;https://doi.org/10.5194/acp-11-6809-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple">Stier, P.: Host model uncertainties in aerosol radiative forcing estimates: Results from the aerocom prescribed intercomparison study, Atmos. Chem. Phys. Discuss., 12, 25487–25549, &lt;a href=&quot;http://dx.doi.org/10.5194/acpd-12-25487-2012&quot;&gt;https://doi.org/10.5194/acpd-12-25487-2012&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple">Szopa, S., Balkanski, Y., Schulz, M., Bekki, S., Cugnet, D., Fortems-Cheiney, A., Turquety, S., Cozic, A., Deandreis, C., Hauglustaine, D., Idelkadi, A., Lathiere, J., Marchand, M., Yan, N., and Dufresne, J.-L.: Aerosol and ozone changes as forcing for climate evolution between 1850 and 2100, Clim. Dynam., &lt;a href=&quot;http://dx.doi.org/10.1007/s00382-012-1408-y&quot;&gt;https://doi.org/10.1007/s00382-012-1408-y&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple">Takemura, T., Nozawa, T., Emori, S., Nakajima, T. Y., and Nakajima, T.: Simulation of climate response to aerosol direct and indirect effects with aerosol transport-radiation model, J. Geophys. Res.-Atmos., 110, D02202, &lt;a href=&quot;http://dx.doi.org/10.1029/2004jd005029&quot;&gt;https://doi.org/10.1029/2004jd005029&lt;/a&gt;, 2005.</mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple">Textor, C., Schulz, M., Guibert, S., Kinne, S., Balkanski, Y., Bauer, S., Berntsen, T., Berglen, T., Boucher, O., Chin, M., Dentener, F., Diehl, T., Easter, R., Feichter, H., Fillmore, D., Ghan, S., Ginoux, P., Gong, S., Kristjansson, J. E., Krol, M., Lauer, A., Lamarque, J. F., Liu, X., Montanaro, V., Myhre, G., Penner, J., Pitari, G., Reddy, S., Seland, O., Stier, P., Takemura, T., and Tie, X.: Analysis and quantification of the diversities of aerosol life cycles within aerocom, Atmos. Chem. Phys., 6, 1777–1813, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-6-1777-2006&quot;&gt;https://doi.org/10.5194/acp-6-1777-2006&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref35">
<label>35</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., Kirkevag, 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, O., 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, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-7-4489-2007&quot;&gt;https://doi.org/10.5194/acp-7-4489-2007&lt;/a&gt;, 2007.</mixed-citation>
</ref>
<ref id="ref36">
<label>36</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,  &lt;a href=&quot;http://dx.doi.org/10.1029/2010gl044555&quot;&gt;https://doi.org/10.1029/2010gl044555&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple">Zhang, K., O&apos;Donnell, D., Kazil, J., Stier, P., Kinne, S., Lohmann, U., Ferrachat, S., Croft, B., Quaas, J., Wan, H., Rast, S., and Feichter, J.: The global aerosol-climate model echam-ham, version 2: Sensitivity to improvements in process representations, Atmos. Chem. Phys., 12, 8911–8949, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-12-8911-2012&quot;&gt;https://doi.org/10.5194/acp-12-8911-2012&lt;/a&gt;, 2012.</mixed-citation>
</ref>
</ref-list>
</back>
</article>