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<front>
<journal-meta>
<journal-id journal-id-type="publisher">ACP</journal-id>
<journal-title-group>
<journal-title>Atmospheric Chemistry and Physics</journal-title>
<abbrev-journal-title abbrev-type="publisher">ACP</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1680-7324</issn>
<publisher><publisher-name>Copernicus GmbH</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/acp-11-8777-2011</article-id>
<title-group>
<article-title>Wind speed dependent size-resolved parameterization for the organic mass fraction of sea spray aerosol</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Gantt</surname>
<given-names>B.</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>Meskhidze</surname>
<given-names>N.</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>Facchini</surname>
<given-names>M. C.</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>Rinaldi</surname>
<given-names>M.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ceburnis</surname>
<given-names>D.</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>O&apos;Dowd</surname>
<given-names>C. D.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>North Carolina State University, Raleigh, NC, USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Institute of Atmospheric Sciences and Climate (ISAC), National Research Council (CNR), Bologna, Italy</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>School of Physics and Centre for Climate and Air Pollution Studies, Ryan Institute, National University of Ireland Galway, University Road, Galway, Ireland</addr-line>
</aff>
<pub-date pub-type="epub">
<day>30</day>
<month>08</month>
<year>2011</year>
</pub-date>
<volume>11</volume>
<issue>16</issue>
<fpage>8777</fpage>
<lpage>8790</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/11/8777/2011/acp-11-8777-2011.html">This article is available from http://www.atmos-chem-phys.net/11/8777/2011/acp-11-8777-2011.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/11/8777/2011/acp-11-8777-2011.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/11/8777/2011/acp-11-8777-2011.pdf</self-uri>
<abstract>
<p>For oceans to be a significant source of primary organic aerosol (POA), sea
spray aerosol (SSA) must be highly enriched with organics relative to the
bulk seawater. We propose that organic enrichment at the air-sea interface,
chemical composition of seawater, and the aerosol size are three main
parameters controlling the organic mass fraction of sea spray aerosol
(OM&lt;sub&gt;SSA&lt;/sub&gt;). To test this hypothesis, we developed a new marine POA
emission function based on a conceptual relationship between the organic
enrichment at the air-sea interface and surface wind speed. The resulting
parameterization is explored using aerosol chemical composition and surface
wind speed from Atlantic and Pacific coastal stations, and satellite-derived
ocean concentrations of chlorophyll-&lt;i&gt;a&lt;/i&gt;, dissolved organic carbon, and
particulate organic carbon. Of all the parameters examined, a multi-variable
logistic regression revealed that the combination of 10 m wind speed and
surface chlorophyll-&lt;i&gt;a&lt;/i&gt; concentration ([Chl-&lt;i&gt;a&lt;/i&gt;]) are the most consistent
predictors of OM&lt;sub&gt;SSA&lt;/sub&gt;. This relationship, combined with the published
aerosol size dependence of OM&lt;sub&gt;SSA&lt;/sub&gt;, resulted in a new parameterization
for the organic mass fraction of SSA. Global emissions of marine POA are
investigated here by applying this newly-developed relationship to existing
sea spray emission functions, satellite-derived [Chl-&lt;i&gt;a&lt;/i&gt;], and modeled 10 m
winds. Analysis of model simulations shows that global annual submicron
marine organic emission associated with sea spray is estimated to be from
2.8 to 5.6 Tg C yr&lt;sup&gt;−1&lt;/sup&gt;. This study provides additional evidence that
marine primary organic aerosols are a globally significant source of
organics in the atmosphere.</p>
</abstract>
<counts><page-count count="14"/></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"> Agogué, H., Casamayor, E. O., Joux, F., Obernosterer, I., Dupuy, C., Lantoine, F., Catala, P., Weinbauer, M. G., Reinthaler, T., Herndl, G. J., and Lebaron, P.: Comparison of samplers for the biological characterization of the sea surface microlayer, Limnol. Oceanogr. Methods, 2, 213–225, 2004. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Alldredge, A. L., Passow, U., and Logan, B. E.: The abundance and significance of a class of large, transparent organic particles in the ocean, Deep-Sea Res. Pt. I, 40(3), 1131-1-140, 1993. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Andreae, M. O.: Aerosols before pollution, Science, 315, 50–51, 2007. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Azetsu-Scott, K. and Passow, U.: Ascending marine particles: Significance of transparent exopolymer particles (TEP) in the upper ocean, Limnol. Oceanogr., 49, 741–748, 2004. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Benner, R., Pakulaki, J. D., McCarthy, M., Hegdes, J. I., and Hatcher, P. G.: Bulk chemical characteristics of dissolved organic matter in the ocean, Science, 255, 1561–1564, 1992. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Bigg, E. K. and Leck C.: The composition of fragments of bubbles bursting at the ocean surface, J. Geophys. Res., 113(D1), 1209, http://dx.doi.org/10.1029/2007JD009078doi:10.1029/2007JD009078, 2008. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Blanchard, D. C.: Sea-to-air transport of surface active material, Science, 146, 396–397, http://dx.doi.org/10.1126/science.146.3642.396doi:10.1126/science.146.3642.396, 1964. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Bonsang, B., Polle, C., and Lambert, G.: Evidence for marine production of isoprene, Geophys. Res. Lett., 19, 1129–1132, 1992. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Bony, S. and Dufresne J.-L.: Marine boundary layer clouds at the heart of tropical cloud feedback uncertainties in climate models, Geophys. Res. Lett., 32, L20806, http://dx.doi.org/10.1029/2005GL023851doi:10.1029/2005GL023851, 2005. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Carlson, D. J.: A field evaluation of plate and screen microlayer sampling techniques, Mar. Chem., 11, 189–208, 1982. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Carlson, D. J.: Dissolved organic materials in surface microlayers: Temporal and spatial variability and relation to sea state, Limnol. Oceanogr., 28, 415-431, 1983. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Cavalli, F., Facchini, M. C., Decesari, S., Mircea, M., Emblico, L., Fuzzi, S., Ceburnis, D., Yoon, Y. J., O&apos;Dowd, C. D., Putaud, J. P., and Dell&apos;Acqua, A.: Advances in characterization of size-resolved organic matter in marine aerosol over the North Atlantic, J. Geophys. Res.-Atmos., 109, D24215, http://dx.doi.org/10.1029/2004JD005137doi:10.1029/2004JD005137, 2004. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Ceburnis, D., O&apos;Dowd, C. D., Jennings, G. S., Facchini, M. C., Emblico, L., Decesari, S., Fuzzi, S., and Sakalys, J.: Marine aerosol chemistry gradients: elucidating primary and secondary processes and fluxes, Geophys. Res. Lett., 35, L07804, http://dx.doi.org/10.1029/2008GL033462doi:10.1029/2008GL033462, 2008. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Ceburnis, D., Garbaras, A., Szidat, S., Rinaldi, M., Fahrni, S., Perron, N., Wacker, L., Leinert, S., Remeikis, V., Facchini, M. C., Prevot, A. S. H., Jennings, S. G., Ramonet, M., and O&apos;Dowd, C. D.: Quantification of the carbonaceous matter origin in submicron marine aerosol by $^13$C and $^14$C isotope analysis, Atmos. Chem. Phys., 11, 8593–8606, http://dx.doi.org/10.5194/acp-11-8593-2011doi:10.5194/acp-11-8593-2011, 2011. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Charlson, R. J., Lovelock, J. E., Andreae, M. O., and Warren, S. G.: Oceanic phytoplankton, atmospheric sulphur, cloud albedo and climate, Nature, 326, 655–661, 1987. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Claeys, M. B., Wang, W., Vermeylen, R., Kourtchev, I., Chi, X., Farhat, Y.J., Surratt, D., Gómez-González, Y., Sciare, J., and Maenhaut, W.: Chemical characterisation of marine aerosol at Amsterdam Island during the austral summer of 2006–2007, J. Aero. Sci., 41(1), 13–22, http://dx.doi.org/10.1016/j.jaerosci.2009.08.003doi:10.1016/j.jaerosci.2009.08.003, 2009. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Clarke, A.: Aerosol light absorption by soot in remote environments, Aerosol Sci. Technol., 10, 161–171, 1989. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Clement, A. C., Burgman, R., and Norris, J. R.: Observational and model evidence for positive low-level cloud feedback, Science, 325, 460–464, http://dx.doi.org/10.1126/science.1171255doi:10.1126/science.1171255, 2009. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Collins, W. D., Rasch, P. J., Boville, B. A., Hack, J. J., McCaa, J. R., Williamson, D. L., Briegleb, B. P., Bitz, C. M., Lin, S.-J., and Zhang, M.: The formulation and atmospheric simulation of the Community Atmosphere Model: CAM3, J. Climate, 19, 2144–2161, 2006. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Cunliffe, M., Upstill-Goddard, R. C., Murrell, J. C.: Microbiology of aquatic surface microlayers, FEMS Microbiol. Rev., 35(2), 233–246, 2011. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> de Leeuw, G., Neele, F. P., Hill, M., Smith, M. H., and Vignati, E.: Production of sea spray aerosol in the surf zone, J. Geophys. Res., 105(D24), 29397–29409, 2000. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> de Leeuw, G., Andreas, E. L., Anguelova, M. D., Fairall, C. W., Lewis, E. R., O&apos;Dowd, C., Schulz, M., and Schwartz, S. E.: Production flux of sea spray aerosol, Rev. Geophys., 49, RG2001, http://dx.doi.org/10.1029/2010RG000349doi:10.1029/2010RG000349, 2011. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Decesari, S., Facchini, M. C., Mircea, M., Cavalli, F., Emblico, L., Fuzzi, S., Moretti, F., and Tagliavini, E.: Source attribution of water-soluble organic aerosol by nuclear magnetic resonance spectroscopy, Environ. Sci. Technol., 41, 2479–2484, 2007. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Dietz, R. S. and Lafond, E. C.: Natural slicks on the ocean, J. Mar. Res., 9, 69–76, 1950. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Dysthe, K. B.: On surface renewal and sea slicks, Marine Surface Films: Chemical Characteristics, Influence on Air-Sea Interactions, and Remote Sensing, edited: by Gade, M., Huhnerfuss, H., and Korenowski, G. M., Springer, Berlin, 65–74, 2006. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Ellison, G. B., Tuck, A. F., and Vaida, V.: Atmospheric processing of organic aerosols, J. Geophys. Res., 104, 11 633–11 641, 1999. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Facchini, M. C., Rinaldi, M., Decesari, S., Carbone, C., Finessi, E., Mircea, M., Fuzzi, S., Ceburnis, D., Flanagan, R., Nilsson, E. D., de Leeuw, G., Martino, M., Woeltjen, J., and O&apos;Dowd, C. D.: Primary submicron marine aerosol dominated by insoluble organic colloids and aggregates, Geophys. Res. Lett., 35, L17814, http://dx.doi.org/10.1029/2008GL034210doi:10.1029/2008GL034210, 2008. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Fuentes, E., Coe, H., Green, D., de Leeuw, G., and McFiggans, G.: On the impacts of phytoplankton-derived organic matter on the properties of the primary marine aerosol –Part 1: source fluxes, Atmos. Chem. Phys., 10, 9295–9317, http://dx.doi.org/10.5194/acp-10-9295-2010doi:10.5194/acp-10-9295-2010, 2010. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Fuentes, E., Coe, H., Green, D., and McFiggans, G.: On the impacts of phytoplankton-derived organic matter on the properties of the primary marine aerosol – Part 2: Composition, hygroscopicity and cloud condensation activity, Atmos. Chem. Phys., 11, 2585–2602, http://dx.doi.org/10.5194/acp-11-2585-2011doi:10.5194/acp-11-2585-2011, 2011. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Gantt, B., Meskhidze, N., and Kamykowski, D.: A new physically-based quantification of marine isoprene and primary organic aerosol emissions, Atmos. Chem. Phys., 9, 4915–4927, http://dx.doi.org/10.5194/acp-9-4915-2009doi:10.5194/acp-9-4915-2009, 2009. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Gershey, R. M.: Characterization of seawater organic matter carried by bubble-generated aerosols, Limnol. Oceanogr., 28, 309–319, 1983a. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Gershey, R. M.: A bubble adsorption device for the isolation of surface-active organic matter in seawater, Limnol. Oceanogr., 28, 395–400, 1983b. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Hoffman, E. J. and Duce, R.: The organic carbon content of marine aerosols collected on Bermuda, J. Geophys. Res., 79(30), 4474–4477, 1974. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Hoffman, E. J. and Duce, R.: Factors influencing the organic carbon content of marine aerosols: A laboratory study, J. Geophys. Res., 81(21), 3667–3670, 1976. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Hoose, C., Kristjánsson, J. E., Iversen, T., Kirkevåg, A., Seland, Ø., and Gettelman, A.: Constraining cloud droplet number concentration in GCMs suppresses the aerosol indirect effect, Geophys. Res. Lett., 36, L12807, http://dx.doi.org/10.1029/2009GL038568doi:10.1029/2009GL038568, 2009. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Hsu, S. A., Meindl, E. A., and Gilhousen, D. B.: Determining the power-law wind-profile exponent under near-neutral stability conditions at sea, J. Appl. Meteor., 33, 757–765, 1994. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Huebert, B. J., Howell, S. G., Zhuang, L., Heath, J. A., Litchy M. R., Wylie D. J., Kreidler-Moss, J. L., Coppicus, S., and Pfeiffer, J. E.: Filter and impactor measurements of anions and cations during the First Aerosol Characterization Experiment (ACE 1), J. Geophys. Res., 103, 16493–16509, 1998. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> IPCC: The Physical Science Basis, in: Contribution of Working Group I of the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press, Cambridge, UK, 2007. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Keene, W. C., Maring, H., Maben, J. R., Kieber, D. J., Pszenny, A. A. P., Dahl, E. E., Izaguirre, M. A., Davis, A. J., Long, M. S., Zhou, X. L., Smoydzin, L., and Sander, R.: Chemical and physical characteristics of nascent aerosols produced by bursting bubbles at a model air-sea interface, J. Geophys. Res., 112, D21202, http://dx.doi.org/10.1029/2007JD008464doi:10.1029/2007JD008464, 2007. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Kirkevåg, A., Iversen, T., Seland, Ø, Debernard, J. B., Storelvmo, T., and Kristjánsson, J. E: Aerosol-cloud-climate interactions in the climate model CAM-Oslo, Tellus A, 60, 492–512, 2008. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Langmuir, I.: Surface motion of water induced by wind, Science, 87, 119–123, 1938. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Leibovich, S.: The form and dynamics of Langmuir circulations, Ann. Rev. Fluid Mechan., 15, 391–427, 1983. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Liss, P. S. and Duce, R. D.: The sea surface and global change, Cambridge University Press, Cambridge, UK, 1997. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Liu, K. and Dickhut, R. M.: Effects of wind speed and particulate matter source on surface microlayer characteristics and enrichment of organic matter in southern Chesapeake Bay, J. Geophys. Res., 103(D9), 10571–10577, http://dx.doi.org/10.1029/97JD03736doi:10.1029/97JD03736, 1998. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Lohmann, U., Feichter, J., Chuang, C. C., and Penner, J. E.: Predicting the number of cloud droplets in the ECHAM GCM, J. Geophys. Res., 104, 9169–9198, 1999. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</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="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Long, M. S., Keene, W. C., Kieber, D. J., Erickson, D. J., and Maring, H.: A sea-state based source function for size- and composition-resolved marine aerosol production, Atmos. Chem. Phys., 11, 1203–1216, http://dx.doi.org/10.5194/acp-11-1203-2011doi:10.5194/acp-11-1203-2011, 2011. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Luo, G. and Yu, F.: A numerical evaluation of global oceanic emissions of α-pinene and isoprene, Atmos. Chem. Phys., 10, 2007–2015, http://dx.doi.org/10.5194/acp-10-2007-2010doi:10.5194/acp-10-2007-2010, 2010. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Mannino, A., Russ, M. E, and Hooker, S. B.: Algorithm development and validation for satellite-derived distributions of DOC and CDOM in the US Middle Atlantic Bight, J. Geophys. Res., 113, C07051, http://dx.doi.org/10.1029/2007JC004493doi:10.1029/2007JC004493, 2008. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Marmorino, G. O., Smith, G. B., Toporkov, J. V., Sletten, M. A., Perkovic, D., and Frasier, S. J. Evolution of ocean slicks under a rising wind, J. Geophys. Res., 113(C4), C04030, http://dx.doi.org/10.1029/2007JC004538doi:10.1029/2007JC004538, 2008. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> Mårtensson, E. M., Nilsson, E. D., Cohen, L. H., and de Leeuw, G.: Laboratory simulations and parameterization of the primary marine aerosol production, J. Geophys. Res., 108(D9), 4297, http://dx.doi.org/10.1029/2002JD002263doi:10.1029/2002JD002263, 2003. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Meskhidze, N. and Nenes, A.: Phytoplankton and cloudiness in the Southern Ocean, Science, 314, 1419–1423, http://dx.doi.org/10.1126/science.1131779doi:10.1126/science.1131779, 2006. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Meskhidze, N. and Nenes, A.: Effects of ocean ecosystem on marine aerosol-cloud interaction, Adv. Meteorol., 2010, 239–808, http://dx.doi.org/10.1155/2010/239808doi:10.1155/2010/239808, 2010. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Meskhidze, N., Xu, J., Gantt, B., Zhang, Y., Nenes, A., Ghan, S. J., Liu, X., Easter, R., and Zaveri, R.: Global distribution and climate forcing of marine organic aerosol - Part 1: Model improvements and evaluation, Atmos. Chem. Phys. Discuss., 11, 18853–18899, http://dx.doi.org/10.5194/acpd-11-18853-2011doi:10.5194/acpd-11-18853-2011, 2011. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Middlebrook, A. M., Murphy, D. M., and Thomson, D. S.: Observation of organic material in individual particles at Cape Grim during the First Aerosol Characterization Experiment (ACE1), J. Geophys. Res., 103, 16475–16483, 1998. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> Millero, F. J.: Chemical Oceanography, 3rd ed., CRC Press, Boca Raton, FL, USA, 2006. </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple"> Miyazaki, Y., Kawamura, K., and Sawano, M.: Size distributions and chemical characterization of water-soluble organic aerosols over the Western North Pacific in summer, J. Geophys. Res., 115, D23210, http://dx.doi.org/10.1029/2010JD014439doi:10.1029/2010JD014439, 2010. </mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple"> Modini, R. L., Harris, B., and Ristovski, Z. D.: The organic fraction of bubble-generated, accumulation mode Sea Spray Aerosol (SSA), Atmos. Chem. Phys., 10, 2867–2877, http://dx.doi.org/10.5194/acp-10-2867-2010doi:10.5194/acp-10-2867-2010, 2010a. </mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple"> Modini, R. L., Johnson, G. R., He, C., and Ristovski, Z. D.: Observation of the suppression of water uptake by marine particles, Atmos. Res., 98, 219–228, 2010b. </mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple"> Monahan, E. C. and O&apos;Muircheartaigh, I. G.: Whitecaps and the passive remote sensing of the ocean surface, Int. J. Remote Sens., 7(5), 627–642, http://dx.doi.org/10.1080/01431168608954716doi:10.1080/01431168608954716, 1986. </mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple"> Monahan, E., Spiel, D., and Davidson, K.: Oceanic whitecaps and their role, in: air-sea exchange, chapter: A model of marine aerosols generation via whitecaps and wave disruption, edited by: Reidel, D., Norwell, Massachusetts, 252 ed., 167–174, 1986. </mixed-citation>
</ref>
<ref id="ref62">
<label>62</label><mixed-citation publication-type="other" xlink:type="simple"> Moore, R. H., Ingall, E., Sorooshian, A., and Nenes, A.: Molar mass, surface tension and droplet growth kinetics of marine organics from measurement of CCN activity, Geophys. Res. Lett., 35, L07801, http://dx.doi.org/10.1029/2008GL033350doi:10.1029/2008GL033350, 2008. </mixed-citation>
</ref>
<ref id="ref63">
<label>63</label><mixed-citation publication-type="other" xlink:type="simple"> O&apos;Dowd, C. D., Facchini, M. C., Cavalli F., Ceburnis, D., Mircea, M., S. Decesari, Fuzzi, S., Yoon, Y. J. Putaud, J. P.: Biogenically driven organic contribution to marine aerosol, Nature, 431, 676–680, 2004. </mixed-citation>
</ref>
<ref id="ref64">
<label>64</label><mixed-citation publication-type="other" xlink:type="simple"> O&apos;Dowd, C. D. and de Leeuw, G.: Marine aerosol production: a review of the current knowledge, Phil. Trans. R. Soc. A, 365, 1753–1774, 2007. </mixed-citation>
</ref>
<ref id="ref65">
<label>65</label><mixed-citation publication-type="other" xlink:type="simple"> O&apos;Dowd, C. D., Langmann, B., Varghese, S., Scannell, C., Ceburnis, D., and Facchini, M. C.: A combined organic-inorganic sea-spray source function, Geophys. Res. Lett., 35, L01801, http://dx.doi.org/10.1029/2007GL030331doi:10.1029/2007GL030331, 2008. </mixed-citation>
</ref>
<ref id="ref66">
<label>66</label><mixed-citation publication-type="other" xlink:type="simple"> Obernosterer, I., Catala, P., Lami, R., Caparros, J., Ras, J., Bricaud, A., Dupuy, C., van Wambeke, F., and Lebaron, P.: Biochemical characteristics and bacterial community structure of the sea surface microlayer in the South Pacific Ocean, Biogeosciences, 5, 693–705, http://dx.doi.org/10.5194/bg-5-693-2008doi:10.5194/bg-5-693-2008, 2008. </mixed-citation>
</ref>
<ref id="ref67">
<label>67</label><mixed-citation publication-type="other" xlink:type="simple"> Oppo, C., Bellandi, S., DegliInnocenti, N., Stortini, A. M., Loglio, G., Schiavuta, E., and Cini, R.: Surfactant components of marine organic matter as agents for biogeochemical fractionation and pollutant transport via marine aerosols, Mar. Chem., 63, 235–253, 1999. </mixed-citation>
</ref>
<ref id="ref68">
<label>68</label><mixed-citation publication-type="other" xlink:type="simple"> O&apos;Reilly, J. E., Maritorena, S., Mitchell, B. G., Siegel, D. A., Carder, K. L., Garver, S. A., Kahru, M. and McClain, C.: Ocean color chlorophyll algorithms for SeaWiFS, J. Geophys. Res., 103, 24937–24953, 1998. </mixed-citation>
</ref>
<ref id="ref69">
<label>69</label><mixed-citation publication-type="other" xlink:type="simple"> O&apos;Reilly, J. E., Maritorena, S., Siegel, D., O&apos;Brien, M. C., Toole, D., Mitchell, B. G., Kahru, M., Chavez, F. P., Strutton, P., Cota, G., Hooker, S. B., McClain, C. R., Carder, K. L., Muller- Karger, F., Harding, L., Magnuson, A., Phinney, G. F., Moore, D., Aiken, J., Arrigo, K. R., Letelier, R. and Culver, M.: Ocean color chlorophyll a algorithms for SeaWiFS, OC2, and OC4: version 4., edited by: Hooker, S. B. and Firestone, E. R., SeaWiFS Postlaunch Technical Report Series, vol. 11 SeaWiFS postlaunch calibration and validation analyses: part 3, NASA Goddard Space Flight Center, Greenbelt, MD, 9–23, 2000. </mixed-citation>
</ref>
<ref id="ref70">
<label>70</label><mixed-citation publication-type="other" xlink:type="simple"> Ovadnevaite, J., O&apos;Dowd, C., Dall&apos;Osto, M., Ceburnis, D., Worsnop, D. R., and Berresheim, H.: Detecting high contributions of primary organic matter to marine aerosol: A case study, Geophys. Res. Lett., 38, L02807, http://dx.doi.org/10.1029/2010GL046083doi:10.1029/2010GL046083, 2011. </mixed-citation>
</ref>
<ref id="ref71">
<label>71</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="ref72">
<label>72</label><mixed-citation publication-type="other" xlink:type="simple"> Platnick, S. and Twomey S.: Determining the susceptibility of cloud albedo to changes in droplet concentration with the Advanced Very High-Resolution Radiometer, J. Appl. Meteorol., 33, 334–347, 1994. </mixed-citation>
</ref>
<ref id="ref73">
<label>73</label><mixed-citation publication-type="other" xlink:type="simple"> Rinaldi, M., Facchini, M. C., Decesari, S., Carbone, C., Finessi, E., Mircea, M., Fuzzi, S., Ceburnis, D., Ehn, M., Kulmala, M., de Leeuw, G., and O&apos;Dowd, C. D.: On the representativeness of coastal aerosol studies to open ocean studies: Mace Head – a case study, Atmos. Chem. Phys., 9, 9635–9646, http://dx.doi.org/10.5194/acp-9-9635-2009doi:10.5194/acp-9-9635-2009, 2009. </mixed-citation>
</ref>
<ref id="ref74">
<label>74</label><mixed-citation publication-type="other" xlink:type="simple"> Rinaldi, M., Decesari, S., Finessi, E., Giulianelli, L., Carbone, C., Fuzzi, S., O&apos;Dowd, C. D., Ceburnis, D., and Facchini, M. C.: Primary and secondary organic marine aerosol and oceanic biological activity: Recent results and new perspectives for future studies, Adv. Meteorol., 2010, 310–682, http://dx.doi.org/10.1155/2010/310682doi:10.1155/2010/310682, 2010. </mixed-citation>
</ref>
<ref id="ref75">
<label>75</label><mixed-citation publication-type="other" xlink:type="simple"> Romano, J. C.: Sea-surface slick occurrence in the open sea (Mediterranean, Red Sea, Indian Ocean) in relation to wind speed, Deep-Sea Res., 43, 411–423, 1996. </mixed-citation>
</ref>
<ref id="ref76">
<label>76</label><mixed-citation publication-type="other" xlink:type="simple"> Russell, L. M., Hawkins, L. N., Frossard, A. A., Quinn, P. K., and Bates, T. S.: Carbohydrate-like composition submicron atmospheric particles and their production from ocean bubble bursting, P. Natl. Acad. Sci. USA, 107(15), 6652–6657, http://dx.doi.org/10.1073/pnas.0908905107doi:10.1073/pnas.0908905107, 2010. </mixed-citation>
</ref>
<ref id="ref77">
<label>77</label><mixed-citation publication-type="other" xlink:type="simple"> Saltzman, E., Savoie, D., Zika, R., and Prospero, J.: Methane sulfonic acid in the marine atmosphere, J. Geophys. Res., 88(C15), 10897–10902, 1983. </mixed-citation>
</ref>
<ref id="ref78">
<label>78</label><mixed-citation publication-type="other" xlink:type="simple"> Sciare, J., Favez O., Sarda-Estève, R., Oikonomou, K., Cachier, H., and Kazan, V.: Long-term observations of carbonaceous aerosols in the Austral Ocean atmosphere: Evidence of a biogenic marine organic source, J. Geophys. Res., 114, D15302, http://dx.doi.org/10.1029/2009JD011998doi:10.1029/2009JD011998, 2009. </mixed-citation>
</ref>
<ref id="ref79">
<label>79</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, 2nd ed., Wiley, Hoboken, NJ, USA, p 444, 2006. </mixed-citation>
</ref>
<ref id="ref80">
<label>80</label><mixed-citation publication-type="other" xlink:type="simple"> Sellegri, K., Villani, P., Picard, D., Dupuy, R., O&apos;Dowd, C., and Laj, P.: Role of the volatile fraction of submicron marine aerosol on its hygroscopic properties, Atmos. Res., 90, 272–277, 2008. </mixed-citation>
</ref>
<ref id="ref81">
<label>81</label><mixed-citation publication-type="other" xlink:type="simple"> Shaw, G. E.: Bio-controlled thermostasis involving the sulfur cycle, Climate Change, 5, 297–303, 1983. </mixed-citation>
</ref>
<ref id="ref82">
<label>82</label><mixed-citation publication-type="other" xlink:type="simple"> Sieburth, J..: Microbiological and organic-chemical processes in the surface and mixed layers, edited by: Liss, P. S. and Slinn, W. G. N., Air-sea exchange of gases and particles, D Reidel Publishing, Dordrecht Boston Lancaster, 121–172, 1983. </mixed-citation>
</ref>
<ref id="ref83">
<label>83</label><mixed-citation publication-type="other" xlink:type="simple"> Siegel, D. A., Maritorena, S., Nelson, N. B., Hansell, D. A., and Lorenzi-Kayser, M.: Global distribution and dynamics of colored dissolved and detrital organic materials, J. Geophys. Res., 107(C12), 3228, http://dx.doi.org/10.1029/2001JC000965doi:10.1029/2001JC000965, 2002. </mixed-citation>
</ref>
<ref id="ref84">
<label>84</label><mixed-citation publication-type="other" xlink:type="simple"> Siegel, D. A., Maritorena, S., Nelson, N. B., Behrenfeld, M. J., and McClain C. R.: Colored dissolved organic matter and its influence on the satellite-based characterization of the ocean biosphere, Geophys. Res. Lett., 32, L20605, http://dx.doi.org/10.1029/2005GL024310doi:10.1029/2005GL024310, 2005. </mixed-citation>
</ref>
<ref id="ref85">
<label>85</label><mixed-citation publication-type="other" xlink:type="simple"> Sorooshian, A., Padró, L.T., Nenes, A., Feingold, G., McComiskey, A., Hersey, S. P., Gates, H., Jonsson, H. H., Miller, S. D., Stephens, G. L., Flagan, R. C., Seinfeld, J. H.: On the link between ocean biota emissions, aerosol, and maritime clouds: airborne, ground, and satellite measurements off the coast of California, Glob. Biogeochem. Cy., 23, GB4007, http://dx.doi.org/10.1029/2009GB003464doi:10.1029/2009GB003464, 2009.  </mixed-citation>
</ref>
<ref id="ref86">
<label>86</label><mixed-citation publication-type="other" xlink:type="simple"> Sorooshian, A. and Duong, H. T.: Ocean emission effects on aerosol-cloud interactions: Insights from two case studies, Adv. Meteorol., 2010, 301–395, http://dx.doi.org/10.1155/2010/301395doi:10.1155/2010/301395, 2010. </mixed-citation>
</ref>
<ref id="ref87">
<label>87</label><mixed-citation publication-type="other" xlink:type="simple"> Spracklen, D. V., Arnold, S. R., Sciare, J., Carslaw, K. S., and Pio, C.: Globally significant oceanic source of organic carbon aerosol, Geophys. Res. Lett., 35, L12811, http://dx.doi.org/10.1029/2008GL033359doi:10.1029/2008GL033359, 2008. </mixed-citation>
</ref>
<ref id="ref88">
<label>88</label><mixed-citation publication-type="other" xlink:type="simple"> Stramska, M.: Particulate organic carbon in the global ocean derived from SeaWiFS ocean color, Deep-Sea Res. Pt. I, 56(9), 1459–1470, 2009. </mixed-citation>
</ref>
<ref id="ref89">
<label>89</label><mixed-citation publication-type="other" xlink:type="simple"> Takemura, T., Nozawa, T., Emori, S., Nakajima, T., and Nakajima, T.: Simulation of climate response to aerosol direct and indirect effects with aerosol transport-radiation model, J. Geophys. Res., 110, D02202, http://dx.doi.org/10.1029/2004JD005029doi:10.1029/2004JD005029, 2005. </mixed-citation>
</ref>
<ref id="ref90">
<label>90</label><mixed-citation publication-type="other" xlink:type="simple"> Thomas, M. A., Suntharalingam, P., Pozzoli, L., Rast, S., Devasthale, A., Kloster, S., Feichter, J., and Lenton, T. M.: Quantification of DMS aerosol-cloud-climate interactions using the ECHAM5-HAMMOZ model in a current climate scenario, Atmos. Chem. Phys., 10, 7425–7438, http://dx.doi.org/10.5194/acp-10-7425-2010doi:10.5194/acp-10-7425-2010, 2010. </mixed-citation>
</ref>
<ref id="ref91">
<label>91</label><mixed-citation publication-type="other" xlink:type="simple"> Turekian, V. C., Macko, S. A., and Keene, W. C.: Concentrations, isotopic compositions, and sources of size-resolved, particulate organic carbon and oxalate in near-surface marine air at Bermuda during spring, J. Geophys. Res., 108, 4157, http://dx.doi.org/10.1029/2002JD002053doi:10.1029/2002JD002053, 2003. </mixed-citation>
</ref>
<ref id="ref92">
<label>92</label><mixed-citation publication-type="other" xlink:type="simple"> Turpin, B. J. and Lim, H.: Species contributions to PM2.5 mass concentrations: Revisiting common assumptions for estimating organic mass, Aerosol Sci. Technol., 35, 602–610, 2010. </mixed-citation>
</ref>
<ref id="ref93">
<label>93</label><mixed-citation publication-type="other" xlink:type="simple"> Vignati, E., de Leeuw, G., and Berkowicz, R.: Modeling coastal aerosol transport and effects of surf-produced aerosols on processes in the marine atmospheric boundary layer, J. Geophys. Res., 106, 20225-20238, http://dx.doi.org/10.1029/2000JD000025doi:10.1029/2000JD000025, 2001. </mixed-citation>
</ref>
<ref id="ref94">
<label>94</label><mixed-citation publication-type="other" xlink:type="simple"> Vignati, E., Facchini, M. C., Rinaldi, M., Scannell, C., Ceburnis, D., Sciare, J., Kanakidou, M., Myriokefalitakis, S., Dentener, F., and O&apos;Dowd, C. D.: Global scale emission and distribution of seaspray aerosol: sea-salt and organic enrichment, Atmos. Environ., 44, 670–677, 2010. </mixed-citation>
</ref>
<ref id="ref95">
<label>95</label><mixed-citation publication-type="other" xlink:type="simple"> Wang, M. and Penner, J. E.: Aerosol indirect forcing in a global model with particle nucleation, Atmos. Chem. Phys., 9, 239–260, http://dx.doi.org/10.5194/acp-9-239-2009doi:10.5194/acp-9-239-2009, 2009. </mixed-citation>
</ref>
<ref id="ref96">
<label>96</label><mixed-citation publication-type="other" xlink:type="simple"> Welander, P.: On the generation of wind streaks on the sea surface by action of surface film, Tellus, 15, 67–71, 1963. </mixed-citation>
</ref>
<ref id="ref97">
<label>97</label><mixed-citation publication-type="other" xlink:type="simple"> Westervelt, D. M., Moore, R. H., Nenes, A., and Adams, P. J.: Effect of primary organic sea spray emissions on cloud condensation nuclei concentrations, Atmos. Chem. Phys. Discuss., 11, 5757–5784, http://dx.doi.org/10.5194/acpd-11-5757-2011doi:10.5194/acpd-11-5757-2011, 2011. </mixed-citation>
</ref>
<ref id="ref98">
<label>98</label><mixed-citation publication-type="other" xlink:type="simple"> White, W. H.: Chemical markers for sea salt in IMPROVE aerosol data, Atmos. Environ., 42, 261–274, 2008. </mixed-citation>
</ref>
<ref id="ref99">
<label>99</label><mixed-citation publication-type="other" xlink:type="simple"> Williams, P. M., Carlucci, A. F., Henrichs, S. M., Van Fleet, E. S., Horrigan, S. G., Reid, F. M. H., and Robertson, K. J.: Chemical and microbiological studies of sea-surface films in the Southern Gulf of California and off the West Coast of Baja California, Mar. Chem., 19, 17–98, 1986. </mixed-citation>
</ref>
<ref id="ref100">
<label>100</label><mixed-citation publication-type="other" xlink:type="simple"> Wurl, O. and Obbard, J. P.: A review of pollutants in the seasurface microlayer (SML): a unique habitat for marine organisms, Mar. Pollut. Bull., 48, 1016–1030, 2004. </mixed-citation>
</ref>
<ref id="ref101">
<label>101</label><mixed-citation publication-type="other" xlink:type="simple"> Wurl, O., Miller, L., Röttgers, R. and Vagle, S.: The distribution and fate of surface-active substances in the sea-surface microlayer and water column, Mar. Chem., 115, 1–9, 2009. </mixed-citation>
</ref>
<ref id="ref102">
<label>102</label><mixed-citation publication-type="other" xlink:type="simple"> Wurl, O., Wurl, E., Miller, L., Johnson, K., and Vagle, S.: Formation and global distribution of sea-surface microlayers, Biogeosciences, 8, 121–135, http://dx.doi.org/10.5194/bg-8-121-2011doi:10.5194/bg-8-121-2011, 2011.  </mixed-citation>
</ref>
<ref id="ref103">
<label>103</label><mixed-citation publication-type="other" xlink:type="simple"> Yoon, Y. J., Ceburnis, D., Cavalli, F., Jourdan, O., Putaud, J. P., Facchini, M. C., Decesari, S., Fuzzi, S., Sellegri, K., Jennings, S. G., and O&apos;Dowd, C. D.: Seasonal characteristics of the physicochemical properties of North Atlantic marine atmospheric aerosols, J. Geophys. Res., 112, D04206, http://dx.doi.org/10.1029/2005JD007044doi:10.1029/2005JD007044, 2007. </mixed-citation>
</ref>
</ref-list>
</back>
</article>