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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><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-19-10433-2019</article-id><title-group><article-title>Organic coating on sulfate and soot particles during late summer in the Svalbard Archipelago</article-title><alt-title>Organic coatings on secondary sulfate particles</alt-title>
      </title-group><?xmltex \runningtitle{Organic coatings on secondary sulfate particles}?><?xmltex \runningauthor{H. Yu et al.}?>
      <contrib-group>
        <contrib contrib-type="author" corresp="no" rid="aff1 aff2">
          <name><surname>Yu</surname><given-names>Hua</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="yes" rid="aff2">
          <name><surname>Li</surname><given-names>Weijun</given-names></name>
          <email>liweijun@zju.edu.cn</email>
        <ext-link>https://orcid.org/0000-0003-4887-4260</ext-link></contrib>
        <contrib contrib-type="author" corresp="no" rid="aff3">
          <name><surname>Zhang</surname><given-names>Yangmei</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff4">
          <name><surname>Tunved</surname><given-names>Peter</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff5">
          <name><surname>Dall'Osto</surname><given-names>Manuel</given-names></name>
          
        <ext-link>https://orcid.org/0000-0003-4203-894X</ext-link></contrib>
        <contrib contrib-type="author" corresp="no" rid="aff3">
          <name><surname>Shen</surname><given-names>Xiaojing</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff3">
          <name><surname>Sun</surname><given-names>Junying</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff3">
          <name><surname>Zhang</surname><given-names>Xiaoye</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff6">
          <name><surname>Zhang</surname><given-names>Jianchao</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="yes" rid="aff7 aff8">
          <name><surname>Shi</surname><given-names>Zongbo</given-names></name>
          <email>z.shi@bham.ac.uk</email>
        <ext-link>https://orcid.org/0000-0002-7157-543X</ext-link></contrib>
        <aff id="aff1"><label>1</label><institution>Key Laboratory of Hangzhou City for Ecosystem Protection and
Restoration, College of Life and Environmental Sciences, Hangzhou Normal
University, 310036, Hangzhou, China</institution>
        </aff>
        <aff id="aff2"><label>2</label><institution>Department of Atmospheric Sciences, School of Earth Sciences, Zhejiang
University, 310027, Hangzhou, China</institution>
        </aff>
        <aff id="aff3"><label>3</label><institution>Key Laboratory of Atmospheric Chemistry, Chinese Academy of
Meteorological Sciences, 110016, Beijing, China</institution>
        </aff>
        <aff id="aff4"><label>4</label><institution>Department of Environmental Science and Analytical Chemistry,
Stockholm University, 10691, Stockholm, Sweden</institution>
        </aff>
        <aff id="aff5"><label>5</label><institution>Institute of Marine Sciences, ICM-CSIC, Passeig Marítim de la
Barceloneta, 37–49, 08003, Barcelona, Spain</institution>
        </aff>
        <aff id="aff6"><label>6</label><institution>Key Laboratory of the Earth's Deep Interior, Institute of Geology and
Geophysics, Chinese Academy of Sciences,<?xmltex \hack{\break}?> 100029, Beijing, China</institution>
        </aff>
        <aff id="aff7"><label>7</label><institution>School of Geography, Earth and Environmental Sciences, the University
of Birmingham, Birmingham, UK</institution>
        </aff>
        <aff id="aff8"><label>8</label><institution>Institute of Surface Earth System Science, Tianjin University, 300072,
Tianjin, China</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">Weijun Li (liweijun@zju.edu.cn) and Zongbo Shi (z.shi@bham.ac.uk)</corresp></author-notes><pub-date><day>15</day><month>August</month><year>2019</year></pub-date>
      
      <volume>19</volume>
      <issue>15</issue>
      <fpage>10433</fpage><lpage>10446</lpage>
      <history>
        <date date-type="received"><day>16</day><month>November</month><year>2018</year></date>
           <date date-type="rev-request"><day>4</day><month>February</month><year>2019</year></date>
           <date date-type="rev-recd"><day>8</day><month>July</month><year>2019</year></date>
           <date date-type="accepted"><day>22</day><month>July</month><year>2019</year></date>
      </history>
      <permissions>
        <copyright-statement>Copyright: © 2019 </copyright-statement>
        <copyright-year>2019</copyright-year>
      <license license-type="open-access"><license-p>This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link></license-p></license></permissions><self-uri xlink:href="https://acp.copernicus.org/articles/.html">This article is available from https://acp.copernicus.org/articles/.html</self-uri><self-uri xlink:href="https://acp.copernicus.org/articles/.pdf">The full text article is available as a PDF file from https://acp.copernicus.org/articles/.pdf</self-uri>
      <abstract><title>Abstract</title>
    <p id="d1e215">Interaction of anthropogenic particles with radiation and clouds plays an
important role in Arctic climate change. The mixing state of aerosols is a key
parameter to influence aerosol radiation and aerosol–cloud interactions.
However, little is known of this parameter in the Arctic, preventing an
accurate representation of this information in global models. Here we used
transmission electron microscopy with energy-dispersive X-ray spectrometry,
scanning electron microscopy, nanoscale secondary ion mass spectrometry, and
atomic forces microscopy to determine the size and mixing state of
individual sulfate and carbonaceous particles at 100 nm to 2 <inline-formula><mml:math id="M1" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>m
collected in the Svalbard Archipelago in summer. We found that 74 % by
number of non-sea-salt sulfate particles were coated with organic matter
(OM); 20 % of sulfate particles also had soot inclusions which only
appeared in the OM coating. The OM coating is estimated to contribute
63 % of the particle volume on average. To understand how OM coating
influences optical properties of sulfate particles, a Mie core–shell model
was applied to calculate optical properties of individual sulfate particles.
Our result shows that the absorption cross section of individual OM-coated
particles significantly increased when assuming the OM coating as
light-absorbing brown carbon. Microscopic observations here suggest that OM
modulates the mixing structure of fine Arctic sulfate particles, which may
determine their hygroscopicity and optical properties.</p>
  </abstract>
    </article-meta>
  </front>
<body>
      

<sec id="Ch1.S1" sec-type="intro">
  <label>1</label><title>Introduction</title>
      <p id="d1e235">Surface temperatures are rising faster in the Arctic than the rest of globe
(IPCC, 2013). Although increased human-induced
emissions of long-lived greenhouse gases are certainly one of the driving
factors, air pollutants, such as aerosols and ozone, are also important
contributors to climate change in the Arctic (Law and Stohl,
2007; Shindell, 2007). Spatial and temporal variations of aerosol
composition, size distribution, and sources of Arctic aerosols have been
studied extensively in numerous ground-based, ship, and airborne observations
and various atmospheric models (Brock et al., 2011; Burkart et al., 2017;
Chang et al., 2011; Dall'Osto et al., 2017; Fu et al., 2008;
Hara et al., 2003; Hegg et al., 2010; Iziomon et al., 2006; Karl et al.,
2013; Lathem et al., 2013; Leck and Bigg, 2008; Leck and Svensson, 2015;
Moore et al., 2011; Raatikainen et al., 2015; Wöhrnschimmel et al.,
2013; Winiger et al., 2017; Yang et al., 2018; Zangrando et<?pagebreak page10434?> al., 2013).
These studies show that regional pollutants and local natural aerosol
production affect sea ice albedo and the heat balance of the atmosphere,
especially in the summer when mid-latitude transport is not as frequent
relative to that during the winter–spring Arctic Haze season (Hansen and
Nazarenko, 2004; Jacob et al., 2010; Shindell, 2007).</p>
      <p id="d1e238">Aerosol particles in the Arctic atmosphere are mainly composed of sea salt,
sulfate, particulate organic matter (OM) with a small amount of ammonium,
nitrate, black carbon (BC)  (Hara et al.,
2003; Quinn et al., 2007) and mineral dust particles
(Dagsson-Waldhauserova et al., 2013). Sea salts, derived from
the Arctic Ocean, are the dominant coarse particles (<inline-formula><mml:math id="M2" display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M3" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>m)
in the Arctic atmosphere  (Behrenfeldt et al., 2008; Chi et al., 2015).
Compared to other types of aerosols, sea salt is the largest contributor to
radiative forcing in remote ocean air  (Wang et al., 2019). Natural
sea salt particles can provide large surfaces for heterogeneous reaction
with acidic gases in the Arctic air  (Chi et al., 2015; Geng et al., 2010;
Hara et al., 2003). Moreover, sea salt particles are an important source of
cloud condensation nuclei (CCN) in the Arctic air  (Abbatt et al.,
2019); coarse dust particles in the Svalbard region have been observed to be
occasionally influenced by local (Svalbard) and/or distant (e.g., Iceland,
Greenland and Siberia) sources at high latitudes (Behrenfeldt
et al., 2008).  Tobo et al. (2019) showed that glacial outwash
sediments in Svalbard (a proxy for glacially sourced dusts) due to the
recent rapid and widespread retreat of glaciers have a remarkably high ice-nucleating ability under conditions relevant for mixed-phase cloud
formation.</p>
      <p id="d1e259">BC, commonly called “soot”, is derived from the combustion sources such as
diesel engines, residential solid fuel, and open burning (Bond et al.,
2013). Studies show BC in the Arctic absorbs solar radiation in the
atmosphere and when deposited on snow (Iziomon et al., 2006; Koch and
Hansen, 2005; Sand et al., 2013; Shindell, 2007).
Maahn et al. (2017) found that BC concentration is
enhanced below the clouds in the Arctic. This influences the mean effective
radii of cloud droplets, which lead to the suppressed drizzle production and
precipitation. Possible sources of BC particles in the Arctic include
natural gas flaring (Qi et al., 2017), ship emissions
(Browse et al., 2013; Weinbruch et al., 2012), and long-range transport
from emissions of biomass burning and fossil fuels in the Northern
Hemisphere (Winiger et al., 2016; Xu et al., 2017). Winiger et
al. (2017) showed that most of the Arctic BC is from
domestic activities (35 %) and transportation (38 %), with only minor
contributions from gas flaring (6 %), power plants (9 %), and open fires
(12 %).</p>
      <p id="d1e262">OM is a significant component in Arctic aerosol  (Quinn
et al., 2007). More than 100 organic species have been detected in the
Arctic aerosols and polyacids are the most abundant compound class, followed
by phthalates, aromatic acids, fatty acids, fatty alcohols, sugars/sugar
alcohols, and <?xmltex \hack{\mbox\bgroup}?><inline-formula><mml:math id="M4" display="inline"><mml:mi>n</mml:mi></mml:math></inline-formula>-alkanes<?xmltex \hack{\egroup}?> (Fu et al., 2008). Recently, certain
organic aerosols, referred to as brown carbon (BrC), have been recognized as
an important light-absorbing carbonaceous aerosol in the troposphere
(Alexander et al., 2008; Andreae and Gelencsér, 2006; Feng et al., 2013;
Lack et al., 2012). BrC can be directly emitted from combustion sources or
form in the atmosphere via photochemical aging (Jiang et al., 2019;
Saleh et al., 2013; Updyke et al., 2012). Moreover, aging of secondary
organic aerosols can significantly contribute to BrC during atmospheric
transport (Laskin et al., 2015). Feng et
al. (2013) estimated that on average, BrC accounts for
66 % of total OM mass globally and its light absorption is about 26 % of
BC.</p>
      <p id="d1e276">Sulfate is a dominant aerosol component in the Arctic air
(Quinn et al., 2007). The Community Earth System Model
simulations show that sources from East Asia have the largest contribution
to the Arctic sulfate column burden, with an annual mean contribution of
27 %, followed by 11 %–13 % each from South Asia, the rest of the world
(including the Arctic), and Russia–Belarus–Ukraine sources and 13 % from
natural sources  (Yang et al., 2018). Large amounts of
secondary species including sulfate and OM not only change radiative forcing
and number of CCN in Arctic atmosphere (Abbatt et al., 2019; Yang et al.,
2018) but also influence optical, hygroscopic, and CCN activity of these
internally mixed BC and mineral dust particles (Lathem et al., 2013;
Raatikainen et al., 2015; Zanatta et al., 2018).</p>
      <p id="d1e279">BC and BrC are often internally mixed with other non-absorbing aerosols,
such as sulfate (Lack et al., 2012; Laskin
et al., 2015). Internal mixing means that a single particle simultaneously
contains two or more types of aerosol components  (Li et al.,
2016). This internal mixing can enhance BC absorption by a factor of 2
(Bond et al.,
2013) and change the activity of CCN in the Arctic atmosphere  (Leck and
Svensson, 2015; Martin et al., 2011). A few previous studies also looked at
the mixing states of coarse aerosol particles in the Arctic troposphere
(Behrenfeldt et al., 2008; Chi et al., 2015; Geng et al., 2010; Hara et
al., 2003; Leck and Svensson, 2015; Moroni et al., 2017; Raatikainen et al.,
2015; Sierau et al., 2014), but those of fine non-sea-salt particles,
including the most important short-lived climate forcers – BC and BrC
(Feng et al., 2013; Fu et al., 2008; Kirpes et al., 2018; Laskin et al.,
2015; Leck and Svensson, 2015) – are poorly characterized. A poor
understanding of mixing state of BC and BrC in individual particles prevents
an accumulated simulation of the direct aerosol forcing and aerosol–cloud
interactions in the Arctic (Browse et al., 2013; Samset et al., 2014;
Zanatta et al., 2018).</p>
      <p id="d1e282">In this study, individual aerosol particles were collected in Svalbard
during 7–23 August 2012. We combined the data from various microscopic
instruments to determine the size, composition, and mixing properties of
individual particles, with a particular focus on sulfate and carbonaceous
particles. Mie theory was used to test how OM coating influences the optical
properties of sulfate particles in the Arctic when OM was assumed as BrC.
The results are discussed in the context of aerosol radiation and
aerosol–cloud interactions.</p>
</sec>
<?pagebreak page10435?><sec id="Ch1.S2">
  <label>2</label><title>Experimental section</title>
<sec id="Ch1.S2.SS1">
  <label>2.1</label><title>Field campaign</title>
      <p id="d1e300">The Svalbard archipelago includes all landmasses between 74 and 81<inline-formula><mml:math id="M5" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>
north and 10 and 35<inline-formula><mml:math id="M6" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> east (Fig. 1). The islands cover 63 000 km<inline-formula><mml:math id="M7" display="inline"><mml:msup><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:math></inline-formula>. Ny-Ålesund town is situated on the west coast of the largest
island, Spitsbergen, and is 1200 km from the North Pole. It is a central
platform for Arctic research.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F1"><?xmltex \currentcnt{1}?><label>Figure 1</label><caption><p id="d1e332">72 h back trajectories of air masses at 500 m over Arctic Yellow
River Station in Svalbard during 3–26 August 2012, and arriving time was
set according to the sampling time. Air masses were divided into two groups
by the yellow line: one group from the central Arctic Ocean and the other
one from North America and Greenland. Pie charts show the number fractions
of sea salt, S-rich, and other particles.</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://acp.copernicus.org/articles/19/10433/2019/acp-19-10433-2019-f01.png"/>

        </fig>

      <p id="d1e341">The observation site is based at the Chinese Arctic Yellow River Station
(78<inline-formula><mml:math id="M8" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>55<inline-formula><mml:math id="M9" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula> N, 11<inline-formula><mml:math id="M10" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>56<inline-formula><mml:math id="M11" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula> E) (Chi et al.,
2015; Geng et al., 2010). The site is about 2 km away from the Zeppelin
observatory station (78.9<inline-formula><mml:math id="M12" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N 11.88<inline-formula><mml:math id="M13" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> E) run by the Ny-Ålesund Science
Managers Committee. On the west coast of the island of Spitsbergen,
Ny-Ålesund is a Norwegian research and monitoring infrastructure,
hosting national and international research projects and programs. The
Norwegian Polar Institute (NPI) runs the Sverdrup Research Station at the
coast and Zeppelin Observatory at the Mountain 475 m a.s.l. (above sea level), and Sweden,
Germany, France, Italy, Japan, China, England, The Netherlands, South Korea,
and India are the other countries to have established long-term programs
in Ny-Ålesund (<uri>https://www.esrl.noaa.gov/psd/iasoa/stations/nyalesund</uri>, last access: 8 July 2019).
Two to three samples were regularly collected at 09:00, 16:00, and 21:00 (local
time) of each day, with a total of 46 samples during 7–23 August 2012.</p>
      <p id="d1e403">A sampler containing a single-stage impactor with a 0.5 mm diameter jet
nozzle (Genstar Electronic Technology, China) was used to collect individual
particles by the air flow rate at 1.5 L min<inline-formula><mml:math id="M14" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>. Aerosol particles were
collected onto copper TEM grids coated with carbon film. This sampler has a
collection efficiency of 31 % at 100 nm aerodynamic diameter and 50 % at
200 nm, assuming the density of the particles is 2 g cm<inline-formula><mml:math id="M15" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>. Sampling
times varied from 20 min to 2 h depending on the loading of
particles. After collection, each sample was placed in a sealed dry plastic
tube and stored in a desiccator at <inline-formula><mml:math id="M16" display="inline"><mml:mrow><mml:mn mathvariant="normal">20</mml:mn><mml:mo>±</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:math></inline-formula> % RH for analysis. Ambient
laboratory conditions (17 % RH–23 % RH and 19–21 <inline-formula><mml:math id="M17" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C) are
effective at preserving individual hygroscopic aerosol particles and
reducing changes that would alter samples and subsequent data interpretation
(Laskina et al., 2015). During the sampling period,
meteorological data at the sampling site including pressure (<inline-formula><mml:math id="M18" display="inline"><mml:mi>P</mml:mi></mml:math></inline-formula>), relative
humidity (RH), temperature (<inline-formula><mml:math id="M19" display="inline"><mml:mi>T</mml:mi></mml:math></inline-formula>), wind speed (WS), and wind direction (WD)
were recorded every 5 min using a pocket weather meter (Kestrel 4500,
Nielsen-Kellermann Inc., USA). Sample information including local sampling
date and time and various meteorological conditions are listed in Table 1.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T1" specific-use="star"><?xmltex \currentcnt{1}?><label>Table 1</label><caption><p id="d1e469">Sampling information in Arctic area and their analysis.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="12">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:colspec colnum="4" colname="col4" align="right"/>
     <oasis:colspec colnum="5" colname="col5" align="right"/>
     <oasis:colspec colnum="6" colname="col6" align="right"/>
     <oasis:colspec colnum="7" colname="col7" align="right"/>
     <oasis:colspec colnum="8" colname="col8" align="right"/>
     <oasis:colspec colnum="9" colname="col9" align="right"/>
     <oasis:colspec colnum="10" colname="col10" align="right"/>
     <oasis:colspec colnum="11" colname="col11" align="right"/>
     <oasis:colspec colnum="12" colname="col12" align="right"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">Date</oasis:entry>
         <oasis:entry colname="col2">Local time</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M20" display="inline"><mml:mi>T</mml:mi></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4">RH</oasis:entry>
         <oasis:entry colname="col5"><inline-formula><mml:math id="M21" display="inline"><mml:mi>P</mml:mi></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col6">WD</oasis:entry>
         <oasis:entry colname="col7">WS</oasis:entry>
         <oasis:entry colname="col8">TEM</oasis:entry>
         <oasis:entry colname="col9">EDS</oasis:entry>
         <oasis:entry colname="col10">SEM</oasis:entry>
         <oasis:entry colname="col11">AFM</oasis:entry>
         <oasis:entry colname="col12">NanoSIMS</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">7 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">20:50–21:15</oasis:entry>
         <oasis:entry colname="col3">4.9</oasis:entry>
         <oasis:entry colname="col4">84</oasis:entry>
         <oasis:entry colname="col5">1009.0</oasis:entry>
         <oasis:entry colname="col6">296</oasis:entry>
         <oasis:entry colname="col7">4.1</oasis:entry>
         <oasis:entry colname="col8">43</oasis:entry>
         <oasis:entry colname="col9">10</oasis:entry>
         <oasis:entry colname="col10"/>
         <oasis:entry colname="col11"/>
         <oasis:entry colname="col12"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">8 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">08:23–08:48</oasis:entry>
         <oasis:entry colname="col3">4.9</oasis:entry>
         <oasis:entry colname="col4">81</oasis:entry>
         <oasis:entry colname="col5">1007.6</oasis:entry>
         <oasis:entry colname="col6">238</oasis:entry>
         <oasis:entry colname="col7">2.1</oasis:entry>
         <oasis:entry colname="col8">38</oasis:entry>
         <oasis:entry colname="col9">11</oasis:entry>
         <oasis:entry colname="col10"/>
         <oasis:entry colname="col11"/>
         <oasis:entry colname="col12"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">9 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">14:40–15:05</oasis:entry>
         <oasis:entry colname="col3">6.6</oasis:entry>
         <oasis:entry colname="col4">81</oasis:entry>
         <oasis:entry colname="col5">1003.9</oasis:entry>
         <oasis:entry colname="col6">129</oasis:entry>
         <oasis:entry colname="col7">6.5</oasis:entry>
         <oasis:entry colname="col8">146</oasis:entry>
         <oasis:entry colname="col9">50</oasis:entry>
         <oasis:entry colname="col10"/>
         <oasis:entry colname="col11"/>
         <oasis:entry colname="col12">12</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">9 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">15:20–15:49</oasis:entry>
         <oasis:entry colname="col3">7.0</oasis:entry>
         <oasis:entry colname="col4">78</oasis:entry>
         <oasis:entry colname="col5">1003.5</oasis:entry>
         <oasis:entry colname="col6">120</oasis:entry>
         <oasis:entry colname="col7">7.3</oasis:entry>
         <oasis:entry colname="col8">130</oasis:entry>
         <oasis:entry colname="col9">26</oasis:entry>
         <oasis:entry colname="col10">20</oasis:entry>
         <oasis:entry colname="col11"/>
         <oasis:entry colname="col12"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">10 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">00:15–00:40</oasis:entry>
         <oasis:entry colname="col3">7.3</oasis:entry>
         <oasis:entry colname="col4">80</oasis:entry>
         <oasis:entry colname="col5">998.6</oasis:entry>
         <oasis:entry colname="col6">135</oasis:entry>
         <oasis:entry colname="col7">8.9</oasis:entry>
         <oasis:entry colname="col8">121</oasis:entry>
         <oasis:entry colname="col9">23</oasis:entry>
         <oasis:entry colname="col10"/>
         <oasis:entry colname="col11"/>
         <oasis:entry colname="col12"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">11 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">09:10–09:35</oasis:entry>
         <oasis:entry colname="col3">6.2</oasis:entry>
         <oasis:entry colname="col4">94</oasis:entry>
         <oasis:entry colname="col5">997.0</oasis:entry>
         <oasis:entry colname="col6">303</oasis:entry>
         <oasis:entry colname="col7">3.3</oasis:entry>
         <oasis:entry colname="col8">128</oasis:entry>
         <oasis:entry colname="col9">50</oasis:entry>
         <oasis:entry colname="col10"/>
         <oasis:entry colname="col11"/>
         <oasis:entry colname="col12">10</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">11 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">16:00–16:25</oasis:entry>
         <oasis:entry colname="col3">4.1</oasis:entry>
         <oasis:entry colname="col4">92</oasis:entry>
         <oasis:entry colname="col5">1002.0</oasis:entry>
         <oasis:entry colname="col6">327</oasis:entry>
         <oasis:entry colname="col7">4.6</oasis:entry>
         <oasis:entry colname="col8">156</oasis:entry>
         <oasis:entry colname="col9">55</oasis:entry>
         <oasis:entry colname="col10"/>
         <oasis:entry colname="col11">6</oasis:entry>
         <oasis:entry colname="col12"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">12 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">15:25–15:50</oasis:entry>
         <oasis:entry colname="col3">5.7</oasis:entry>
         <oasis:entry colname="col4">83</oasis:entry>
         <oasis:entry colname="col5">1006.8</oasis:entry>
         <oasis:entry colname="col6">132</oasis:entry>
         <oasis:entry colname="col7">6.9</oasis:entry>
         <oasis:entry colname="col8">100</oasis:entry>
         <oasis:entry colname="col9">15</oasis:entry>
         <oasis:entry colname="col10">32</oasis:entry>
         <oasis:entry colname="col11"/>
         <oasis:entry colname="col12"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">13 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">08:55–09:20</oasis:entry>
         <oasis:entry colname="col3">5.3</oasis:entry>
         <oasis:entry colname="col4">81</oasis:entry>
         <oasis:entry colname="col5">1009.6</oasis:entry>
         <oasis:entry colname="col6">91</oasis:entry>
         <oasis:entry colname="col7">1.1</oasis:entry>
         <oasis:entry colname="col8">113</oasis:entry>
         <oasis:entry colname="col9">16</oasis:entry>
         <oasis:entry colname="col10"/>
         <oasis:entry colname="col11"/>
         <oasis:entry colname="col12"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">13 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">14:15–14:40</oasis:entry>
         <oasis:entry colname="col3">4.5</oasis:entry>
         <oasis:entry colname="col4">90</oasis:entry>
         <oasis:entry colname="col5">1011.4</oasis:entry>
         <oasis:entry colname="col6">351</oasis:entry>
         <oasis:entry colname="col7">2.1</oasis:entry>
         <oasis:entry colname="col8">136</oasis:entry>
         <oasis:entry colname="col9">56</oasis:entry>
         <oasis:entry colname="col10"/>
         <oasis:entry colname="col11"/>
         <oasis:entry colname="col12">10</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">14 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">09:50–10:20</oasis:entry>
         <oasis:entry colname="col3">5.0</oasis:entry>
         <oasis:entry colname="col4">85</oasis:entry>
         <oasis:entry colname="col5">1019.7</oasis:entry>
         <oasis:entry colname="col6">351</oasis:entry>
         <oasis:entry colname="col7">2.3</oasis:entry>
         <oasis:entry colname="col8">134</oasis:entry>
         <oasis:entry colname="col9">24</oasis:entry>
         <oasis:entry colname="col10"/>
         <oasis:entry colname="col11"/>
         <oasis:entry colname="col12"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">14 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">15:12–15:42</oasis:entry>
         <oasis:entry colname="col3">4.6</oasis:entry>
         <oasis:entry colname="col4">88</oasis:entry>
         <oasis:entry colname="col5">1020.5</oasis:entry>
         <oasis:entry colname="col6">117</oasis:entry>
         <oasis:entry colname="col7">2.6</oasis:entry>
         <oasis:entry colname="col8">121</oasis:entry>
         <oasis:entry colname="col9">26</oasis:entry>
         <oasis:entry colname="col10"/>
         <oasis:entry colname="col11"/>
         <oasis:entry colname="col12"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">14 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">21:17–21:47</oasis:entry>
         <oasis:entry colname="col3">4.8</oasis:entry>
         <oasis:entry colname="col4">84</oasis:entry>
         <oasis:entry colname="col5">1020.7</oasis:entry>
         <oasis:entry colname="col6">276</oasis:entry>
         <oasis:entry colname="col7">5.4</oasis:entry>
         <oasis:entry colname="col8">178</oasis:entry>
         <oasis:entry colname="col9">56</oasis:entry>
         <oasis:entry colname="col10"/>
         <oasis:entry colname="col11">5</oasis:entry>
         <oasis:entry colname="col12"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">15 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">09:15–09:45</oasis:entry>
         <oasis:entry colname="col3">5.8</oasis:entry>
         <oasis:entry colname="col4">73</oasis:entry>
         <oasis:entry colname="col5">1019.6</oasis:entry>
         <oasis:entry colname="col6">135</oasis:entry>
         <oasis:entry colname="col7">3.7</oasis:entry>
         <oasis:entry colname="col8">165</oasis:entry>
         <oasis:entry colname="col9">60</oasis:entry>
         <oasis:entry colname="col10"/>
         <oasis:entry colname="col11">6</oasis:entry>
         <oasis:entry colname="col12"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">15 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">15:00–15:33</oasis:entry>
         <oasis:entry colname="col3">6.8</oasis:entry>
         <oasis:entry colname="col4">70</oasis:entry>
         <oasis:entry colname="col5">1018.9</oasis:entry>
         <oasis:entry colname="col6">270</oasis:entry>
         <oasis:entry colname="col7">3.3</oasis:entry>
         <oasis:entry colname="col8">80</oasis:entry>
         <oasis:entry colname="col9">11</oasis:entry>
         <oasis:entry colname="col10"/>
         <oasis:entry colname="col11"/>
         <oasis:entry colname="col12"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">17 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">09:00–10:00</oasis:entry>
         <oasis:entry colname="col3">3.8</oasis:entry>
         <oasis:entry colname="col4">86</oasis:entry>
         <oasis:entry colname="col5">1017.1</oasis:entry>
         <oasis:entry colname="col6">116</oasis:entry>
         <oasis:entry colname="col7">0.3</oasis:entry>
         <oasis:entry colname="col8">30</oasis:entry>
         <oasis:entry colname="col9">15</oasis:entry>
         <oasis:entry colname="col10"/>
         <oasis:entry colname="col11"/>
         <oasis:entry colname="col12"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">17 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">14:50–15:20</oasis:entry>
         <oasis:entry colname="col3">3.7</oasis:entry>
         <oasis:entry colname="col4">85</oasis:entry>
         <oasis:entry colname="col5">1015.7</oasis:entry>
         <oasis:entry colname="col6">109</oasis:entry>
         <oasis:entry colname="col7">2.2</oasis:entry>
         <oasis:entry colname="col8">42</oasis:entry>
         <oasis:entry colname="col9">16</oasis:entry>
         <oasis:entry colname="col10"/>
         <oasis:entry colname="col11"/>
         <oasis:entry colname="col12"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">21 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">15:05–15:40</oasis:entry>
         <oasis:entry colname="col3">1.6</oasis:entry>
         <oasis:entry colname="col4">87</oasis:entry>
         <oasis:entry colname="col5">1003.7</oasis:entry>
         <oasis:entry colname="col6">314</oasis:entry>
         <oasis:entry colname="col7">6.8</oasis:entry>
         <oasis:entry colname="col8">46</oasis:entry>
         <oasis:entry colname="col9">18</oasis:entry>
         <oasis:entry colname="col10"/>
         <oasis:entry colname="col11"/>
         <oasis:entry colname="col12"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">22 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">08:55–09:30</oasis:entry>
         <oasis:entry colname="col3">2.8</oasis:entry>
         <oasis:entry colname="col4">78</oasis:entry>
         <oasis:entry colname="col5">999.2</oasis:entry>
         <oasis:entry colname="col6">331</oasis:entry>
         <oasis:entry colname="col7">2.8</oasis:entry>
         <oasis:entry colname="col8">49</oasis:entry>
         <oasis:entry colname="col9">19</oasis:entry>
         <oasis:entry colname="col10"/>
         <oasis:entry colname="col11"/>
         <oasis:entry colname="col12"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">23 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">09:00–09:40</oasis:entry>
         <oasis:entry colname="col3">3.4</oasis:entry>
         <oasis:entry colname="col4">64</oasis:entry>
         <oasis:entry colname="col5">998.0</oasis:entry>
         <oasis:entry colname="col6">136</oasis:entry>
         <oasis:entry colname="col7">6.9</oasis:entry>
         <oasis:entry colname="col8">21</oasis:entry>
         <oasis:entry colname="col9">9</oasis:entry>
         <oasis:entry colname="col10"/>
         <oasis:entry colname="col11"/>
         <oasis:entry colname="col12"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">23 Aug 2012</oasis:entry>
         <oasis:entry colname="col2">20:35–21:08</oasis:entry>
         <oasis:entry colname="col3">3.8</oasis:entry>
         <oasis:entry colname="col4">59</oasis:entry>
         <oasis:entry colname="col5">1002.0</oasis:entry>
         <oasis:entry colname="col6">138</oasis:entry>
         <oasis:entry colname="col7">6.3</oasis:entry>
         <oasis:entry colname="col8">25</oasis:entry>
         <oasis:entry colname="col9">9</oasis:entry>
         <oasis:entry colname="col10"/>
         <oasis:entry colname="col11"/>
         <oasis:entry colname="col12"/>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

</sec>
<sec id="Ch1.S2.SS2">
  <label>2.2</label><title>TEM measurement</title>
      <p id="d1e1377">Individual particle samples were examined by a JEOL JEM-2100 transmission
electron microscopy operated at 200 kV with energy-dispersive X-ray
spectrometry (TEM/EDS). TEM can observe the mixing structure of different
aerosol components within an individual particle on the substrate because
electron beams transmit through the specimen to form an image. EDS spectra
are acquired for a maximum time of 30 s to minimize potential beam damage
and collect particle X-ray spectra with sufficient intensity. TEM grids are
made of copper (Cu) and covered by a carbon-reinforced substrate, so Cu is
excluded from the quantitative analyses of the particles. Because of the
substrate contribution, C content in the TEM grid coated by carbon film might be
overestimated in EDS spectra of individual particles.</p>
      <p id="d1e1380">The distribution of aerosol particles on TEM grids was not uniform, with
coarser particles occurring near the center and finer particles on the
periphery. Therefore, to ensure that the analyzed particles are
representative, five areas were chosen from the center to the periphery of the
sampling spot on each grid. Through a labor-intensive operation, 2002
aerosol particles with diameter <inline-formula><mml:math id="M22" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">10</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M23" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>m in 21 samples were
analyzed by TEM/EDS (Table 1). To check the elemental composition of individual
particles, EDS was manually used to obtain elemental spectra of individual
particles. In the clean Arctic air, there are simple particle types
including sea salt, sulfate, soot, OM, and mineral. Because soot particles
have<?pagebreak page10436?> chain-like aggregation, it is not necessary to check their elemental
composition. Sea salt particles display spherical or square shapes and are
stable under the electron beam in TEM (Chi et al., 2015). Sulfate particles
are spherical but flat on the substrate and produce unstable bubbles under
the electron beam (Buseck and Posfai, 1999).
TEM observations can also identify sulfate particles or sulfate with OM
coating. TEM/EDS analysis is very time-consuming. Thus, we did not check the
composition of every single particle analyzed. Instead, we randomly checked
the elemental composition of 20–30 particles in each sample (Table 1). EDS
spectra of 575 particles were manually selected and saved in the computer
for elemental composition analysis. Particles examined by TEM were dry at
the time of observation in the vacuum of the electron microscope. In our
study, the effects of water and other semi-volatile organics were not
considered as they evaporated in the vacuum.</p>
      <p id="d1e1401">Elemental mapping and line profiles of selected individual aerosol particles
were also obtained from the EDS scanning operation mode of TEM (STEM). The
STEM information clearly display elemental distribution in the targeted
individual particles which cannot be provided by the above EDS analysis.
Based on preliminary individual analysis, we further chose the typical
samples containing abundant sulfate with OM coating for the STEM analysis.
High-resolution elemental distribution in individual particles provides
a detailed mixing structure of sulfate and OM in individual particles.</p>
      <p id="d1e1404">The iTEM software (Olympus soft imaging solutions GmbH, Germany) is an image
analysis platform for electron microscopy. In this study, it was used to
manually or automatically obtain area, perimeter, and equivalent circle
diameter (ECD) of individual particles. In these analyzed samples, we found
there were abundant sulfate particles (<inline-formula><mml:math id="M24" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">30</mml:mn></mml:mrow></mml:math></inline-formula> % by number) in
the 11 samples collected during 9–15 August 2012. In other samples, there
are more sea salt particles with few particles. Based on the TEM
observations, we selected the samples containing more sulfate particles for
further microscopic analyses (see below).</p>
</sec>
<sec id="Ch1.S2.SS3">
  <label>2.3</label><title>NanoSIMS measurement</title>
      <?pagebreak page10437?><p id="d1e1425">Because the sulfate particles in different samples collected in the Arctic
had similar elemental composition and mixing state from the TEM
observations, we selected three samples (Table 1) for nanoscale secondary
ion mass spectrometry (NanoSIMS) analysis (CAMECA Instruments, Geneviers,
France). A micro-cesium source was used to generate Cs<inline-formula><mml:math id="M25" display="inline"><mml:msup><mml:mi/><mml:mo>+</mml:mo></mml:msup></mml:math></inline-formula> primary ions,
with an impact energy of 16 kV for sample interrogation. The primary beam
was stepped across the sample to produce element-specific quantitative
digital images. The <inline-formula><mml:math id="M26" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi mathvariant="normal">Cs</mml:mi><mml:mo>+</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> primary ion beam was used to obtain
<inline-formula><mml:math id="M27" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">16</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">O</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math id="M28" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">12</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">C</mml:mi><mml:mn mathvariant="normal">14</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">N</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math id="M29" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">14</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">N</mml:mi><mml:mn mathvariant="normal">16</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">O</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>,
<inline-formula><mml:math id="M30" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">32</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">S</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math id="M31" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">35</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">Cl</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>, and <inline-formula><mml:math id="M32" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">16</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">O</mml:mi><mml:mn mathvariant="normal">23</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">Na</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> ions in this
study. The NanoSIMS analysis can perform ion mapping of particles with
nanometer spatial resolution over a broad range of particle sizes (Fig. S1 in the Supplement). Because the substrate of TEM grid is carbon, <inline-formula><mml:math id="M33" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi mathvariant="normal">CN</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> is adopted to
represent OM in individual particles  (Chi et al., 2015; Ghosal et al.,
2014). <inline-formula><mml:math id="M34" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi mathvariant="normal">S</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> is used to infer the presence of sulfates in individual
particles  (Li et al., 2017). A total of 32 sulfate-containing
particles were analyzed by the NanoSIMS.</p>
</sec>
<sec id="Ch1.S2.SS4">
  <label>2.4</label><title>SEM measurement</title>
      <p id="d1e1584">We used scanning electron microscopy (SEM) (Zeiss, ULTRA 55) with EDS to
examine the vertical distribution of OM and sulfate in individual particles.
TEM grids were mounted onto an aluminum SEM stub and directly observed in
secondary electron image mode. SEM analysis was operated at 10 kv of extra
high tension (EHT) and 9.7 mm of work distance. Processes such as
sample moving, analysis region selection and imaging were controlled by
computer. The specimen stage in SEM was tilted at the range of 0–7<inline-formula><mml:math id="M35" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>,
and then we vertically observed the thickness of OM coating and sulfate core on
the substrate. Two typical samples that contain abundant sulfate particles
were chosen for this analysis (Table 1).</p>
</sec>
<sec id="Ch1.S2.SS5">
  <label>2.5</label><title>AFM measurement</title>
      <p id="d1e1605">Atomic force microscopy (AFM) with a digital nanoscope IIIa instrument operating in the tapping mode
was used to observe surface morphology of individual aerosol particles and
measure particle thickness. The tapping AFM has a cantilever and conical tip
of 10 nm radius. By using AFM, a general image of the particles is taken at
10 <inline-formula><mml:math id="M36" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>m full scan size, which generally includes 1–2 particles depending
on the exact location. In this study, we are only interested in the
sulfate-containing particles. AFM provides surface information and
morphology of 17 particles but no composition. Samples were firstly quickly
examined by the TEM under low magnification mode to find sulfate-containing
particles. Because TEM grids have coordinate letters, we can find the same
particles in the AFM. This analysis provides a 3-D image of the
sulfate-containing particles and their volume. After we obtained AFM images
of sulfate particles, the nanoscope analysis software can automatically
obtain bearing area (<inline-formula><mml:math id="M37" display="inline"><mml:mi>A</mml:mi></mml:math></inline-formula>) and bearing volume (<inline-formula><mml:math id="M38" display="inline"><mml:mi>V</mml:mi></mml:math></inline-formula>). This can then be converted
into equivalent circle diameter (<inline-formula><mml:math id="M39" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula>, ECD) and equivalent spherical diameter
(<inline-formula><mml:math id="M40" display="inline"><mml:mi>D</mml:mi></mml:math></inline-formula>, ESD).

                <disp-formula specific-use="gather" content-type="numbered"><mml:math id="M41" display="block"><mml:mtable displaystyle="true"><mml:mlabeledtr id="Ch1.E1"><mml:mtd><mml:mtext>1</mml:mtext></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:mi>A</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mn mathvariant="normal">4</mml:mn><mml:mn mathvariant="normal">3</mml:mn></mml:mfrac></mml:mstyle><mml:mi mathvariant="italic">π</mml:mi><mml:msup><mml:mi>r</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mi mathvariant="italic">π</mml:mi><mml:msup><mml:mi>d</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow><mml:mn mathvariant="normal">3</mml:mn></mml:mfrac></mml:mstyle><mml:mo>→</mml:mo><mml:mi>d</mml:mi><mml:mo>=</mml:mo><mml:msqrt><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mn mathvariant="normal">3</mml:mn><mml:mi>A</mml:mi></mml:mrow><mml:mi mathvariant="italic">π</mml:mi></mml:mfrac></mml:mstyle></mml:msqrt></mml:mrow></mml:mtd></mml:mlabeledtr><mml:mlabeledtr id="Ch1.E2"><mml:mtd><mml:mtext>2</mml:mtext></mml:mtd><mml:mtd><mml:mrow><mml:mstyle displaystyle="true" class="stylechange"/><mml:mi>V</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mn mathvariant="normal">4</mml:mn><mml:mn mathvariant="normal">3</mml:mn></mml:mfrac></mml:mstyle><mml:mi mathvariant="italic">π</mml:mi><mml:msup><mml:mi>r</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msup><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mn mathvariant="normal">4</mml:mn><mml:mn mathvariant="normal">3</mml:mn></mml:mfrac></mml:mstyle><mml:mo>×</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mi mathvariant="italic">π</mml:mi><mml:msup><mml:mi>D</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msup></mml:mrow><mml:mn mathvariant="normal">8</mml:mn></mml:mfrac></mml:mstyle><mml:mo>→</mml:mo><mml:mi>D</mml:mi><mml:mo>=</mml:mo><mml:mroot><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mn mathvariant="normal">6</mml:mn><mml:mi>V</mml:mi></mml:mrow><mml:mi mathvariant="italic">π</mml:mi></mml:mfrac></mml:mstyle><mml:mn mathvariant="normal">3</mml:mn></mml:mroot></mml:mrow></mml:mtd></mml:mlabeledtr></mml:mtable></mml:math></disp-formula>

            ESD and ECD of sulfate-containing particles are well corrected. Using the
linear correlation equation (ESD <inline-formula><mml:math id="M42" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0.38 ECD), we can then correct the ESD of
individual particles from TEM analysis to obtain the ECD
(Chi et al., 2015).</p>
</sec>
<sec id="Ch1.S2.SS6">
  <label>2.6</label><title>Calculation of BrC optical properties</title>
      <p id="d1e1786">The refractive index used for the non-light-absorbing sulfate component was
set to <inline-formula><mml:math id="M43" display="inline"><mml:mrow><mml:mi>m</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">1.55</mml:mn></mml:mrow></mml:math></inline-formula> at 550 nm (Seinfeld and Pandis, 2006). The refractive
index of OM (as BrC) is not known so we considered three scenarios: strongly
absorbing (<inline-formula><mml:math id="M44" display="inline"><mml:mrow><mml:mn mathvariant="normal">1.65</mml:mn><mml:mo>-</mml:mo><mml:mn mathvariant="normal">0.03</mml:mn><mml:mi>i</mml:mi></mml:mrow></mml:math></inline-formula> at 550 nm), moderately absorbing (<inline-formula><mml:math id="M45" display="inline"><mml:mrow><mml:mn mathvariant="normal">1.65</mml:mn><mml:mo>-</mml:mo><mml:mn mathvariant="normal">0.003</mml:mn><mml:mi>i</mml:mi></mml:mrow></mml:math></inline-formula> at 550 nm), and non-absorbing OM (1.65 at 550 nm) (Feng et al.,
2013). Here, we choose 550 nm as a case study to test how OM coating
influences sulfate particles in Arctic air.</p>
      <p id="d1e1829">BHCOAT Mie code by  Bohren and Huffman (1983) was used to calculate
the optical properties, including scattering cross section (SCS), absorption
cross section (ACS), and single scattering albedo (SSA), assuming a
core–shell structure. We firstly calculated these parameters assuming a
sulfate core and OM shell structure only (ignoring some of the particles
that contain soot core). Because the Mie code can only calculate the
core–shell structure or homogeneous model, we assume sulfate as a core and
OM as a shell in individual particles to build the core–shell model. Based on
the core–shell standard mode (Li et al., 2016), we can
calculate optical properties of individual internally mixed particles.</p>
</sec>
<sec id="Ch1.S2.SS7">
  <label>2.7</label><title>Back trajectories of air masses and Lagrangian particle dispersion model</title>
      <p id="d1e1840">Three-day (72 h) back trajectories of air masses were generated using a
Hybrid Single Particle Lagrangian Integrated Trajectory (HYSPLIT) model at
the Chinese Arctic Yellow River Station during August 2012. Here we selected
an altitude of 500 m as the end point in each back trajectory (Fig. 1).
Back trajectories for 50  and 1000 m a.s.l. are similar.</p>
      <p id="d1e1843">A lagrangian particle dispersion model FLEXPART-WRF 3.1
(Brioude et al., 2013) was also used to
examine the origin of particles. The FLEXPART-WRF model uses
meteorological parameters from WRF dynamical simulation. The domain
resolution is 5050 km with 64 vertical levels. The FLEXPART-WRF simulations
were launched in a backward mode over 10 d, with the Chinese Arctic
Yellow River Station as an origin. For each simulation (one per sample),
20 000 pseudo-particles were released in a small volume around the station
position. Each single particle position evolution backward in time was
determined by Lagrangian dispersion calculation.</p>
      <p id="d1e1846">Based on the TEM experiments and back trajectory of air masses (Fig. 1),
we found that there were more S-rich with OM coating particles in the
samples collected on 11, 12, 14, and 15 August 2012. Therefore, we further
did the FLEXPART-WRF simulation of these four days (Fig. 2). The emission
intensity in the Arctic area has been also shown in Fig. S2.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F2"><?xmltex \currentcnt{2}?><label>Figure 2</label><caption><p id="d1e1852">Simulated potential emission sensitivity (ns m kg<inline-formula><mml:math id="M46" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) from FLEXPART-WRF on 11, 12, 14, and 15 August 2012. Black square shows
the WRF domain used to initiate the FLEXPART-WRF simulation.</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://acp.copernicus.org/articles/19/10433/2019/acp-19-10433-2019-f02.png"/>

        </fig>

</sec>
</sec>
<sec id="Ch1.S3">
  <label>3</label><title>Results</title>
<sec id="Ch1.S3.SS1">
  <label>3.1</label><title>Composition and source of aerosol particles</title>
      <p id="d1e1889">TEM/EDS analysis shows that O, Na, S, and Cl are dominant elements in
individual particles (Fig. S3). On the basis<?pagebreak page10438?> of the composition and morphology
of individual particles, we classified the particles into four major groups:
Na-rich (i.e., NaCl, <inline-formula><mml:math id="M47" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">Na</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub><mml:msub><mml:mi mathvariant="normal">SO</mml:mi><mml:mn mathvariant="normal">4</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>, and <inline-formula><mml:math id="M48" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">NaNO</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>), S-rich (i.e., ammonium
sulfate and sulfuric acid), carbonaceous (soot and OM), and mineral dust
particles. The classification criteria of different particle types and their
sources have been described in a separate study  (Li et al.,
2016). S-rich particles representing secondary inorganic particles (e.g.,
<inline-formula><mml:math id="M49" display="inline"><mml:mrow class="chem"><mml:msubsup><mml:mi mathvariant="normal">SO</mml:mi><mml:mn mathvariant="normal">4</mml:mn><mml:mrow><mml:mn mathvariant="normal">2</mml:mn><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math id="M50" display="inline"><mml:mrow class="chem"><mml:msubsup><mml:mi mathvariant="normal">NO</mml:mi><mml:mn mathvariant="normal">3</mml:mn><mml:mo>-</mml:mo></mml:msubsup></mml:mrow></mml:math></inline-formula>, and <inline-formula><mml:math id="M51" display="inline"><mml:mrow class="chem"><mml:msubsup><mml:mi mathvariant="normal">NH</mml:mi><mml:mn mathvariant="normal">4</mml:mn><mml:mo>+</mml:mo></mml:msubsup></mml:mrow></mml:math></inline-formula>) are converted from
gaseous <inline-formula><mml:math id="M52" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">SO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math id="M53" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">NO</mml:mi><mml:mi>x</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, and <inline-formula><mml:math id="M54" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">NH</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>. OM can be divided into primary
organic matter (POM) and secondary organic matter (SOM). SOM is produced
from the chemical oxidation of volatile organic compounds (VOCs) and often
exhibits OM coating on S-rich particles  (Li et al., 2016; Moffet et al.,
2013; Riemer et al., 2019). Na-rich particles in the marine air are from sea
spray and have typical near-cubic shape. Mineral dust particles from natural
ground soil contain Si, Al, or Ca and have irregular shape. Soot particles,
which contain C with minor O, appear as a chain-like aggregate of
carbon-bearing spheres.  Chi et al. (2015) studied the aging mechanism of sea salt particles. Here, we focused
on non-sea-salt (NSS) particles including S-rich, soot, and OM particles.
NSS particles and sulfate-containing particles account for <inline-formula><mml:math id="M55" display="inline"><mml:mrow><mml:mn mathvariant="normal">39</mml:mn><mml:mo>±</mml:mo><mml:mn mathvariant="normal">5</mml:mn></mml:mrow></mml:math></inline-formula> %
and <inline-formula><mml:math id="M56" display="inline"><mml:mrow><mml:mn mathvariant="normal">29</mml:mn><mml:mo>±</mml:mo><mml:mn mathvariant="normal">7</mml:mn></mml:mrow></mml:math></inline-formula> % by number of all the 2002 particles analyzed (Fig. 3).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F3"><?xmltex \currentcnt{3}?><label>Figure 3</label><caption><p id="d1e2021">Relative abundances of typical individual aerosol particles in the
analyzed samples. Sulfate-containing particles include all particles that
are an internal mixture of sulfate and OM, with or without soot.</p></caption>
          <?xmltex \igopts{width=213.395669pt}?><graphic xlink:href="https://acp.copernicus.org/articles/19/10433/2019/acp-19-10433-2019-f03.png"/>

        </fig>

</sec>
<sec id="Ch1.S3.SS2">
  <label>3.2</label><title>OM coating on sulfate particles</title>
      <p id="d1e2038">TEM observations revealed a common core–shell mixing structure in fine
sulfate-containing particles (Fig. 4a). Elemental mapping of such
internally mixed sulfate particles shows C signals in the coating (C map,
Fig. 4b) and S and O signals in the center (S and O map, Fig. 4c, d).
The elemental line profile of a sulfate particle also shows sulfate core and
C coating (Fig. S4). Furthermore, ion maps of individual particles from
the NanoSIMS further show <inline-formula><mml:math id="M57" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">12</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">C</mml:mi><mml:mn mathvariant="normal">14</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">N</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> signals in the coating (red
color in Fig. 4e, f) and <inline-formula><mml:math id="M58" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">32</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">S</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> signals in the core (green color
in Fig. 4e, g). These results provide strong evidence that the coating is
OM and the core is sulfate.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F4" specific-use="star"><?xmltex \currentcnt{4}?><label>Figure 4</label><caption><p id="d1e2078">TEM images of a secondary particle and NanoSIMS intensity threshold
maps of an aerosol particle with sulfate core and OM coating: <bold>(a)</bold> bright-field TEM image of an internally mixed particle, <bold>(b)</bold> elemental carbon,
<bold>(c)</bold> sulfur and <bold>(d)</bold> oxygen maps of the internally mixed particle, <bold>(e)</bold> overlay of <inline-formula><mml:math id="M59" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">12</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">C</mml:mi><mml:mn mathvariant="normal">14</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">N</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M60" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">32</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">S</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> ion maps in
an internally mixed particle, <bold>(f)</bold> <inline-formula><mml:math id="M61" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi mathvariant="normal">CN</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> map, <bold>(g)</bold> <inline-formula><mml:math id="M62" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi mathvariant="normal">S</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>, <bold>(h)</bold> <inline-formula><mml:math id="M63" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi mathvariant="normal">O</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>
ion maps. Ion maps with a set of aerosol particles were shown in
Fig. S1.</p></caption>
          <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://acp.copernicus.org/articles/19/10433/2019/acp-19-10433-2019-f04.jpg"/>

        </fig>

      <p id="d1e2181">A majority of the 781 analyzed NSS particles (74 % by particle number)
have a sulfate core and OM coating (Figs. 4 and 5). Approximately 20 %
of them also contain small soot inclusions but they only appeared in organic
coating, rather than as the core (Fig. 5b). The mixing structure is
different from our previous findings in polluted air where soot is normally
mixed with sulfate instead of OM coating (Li et al., 2016).
Moreover, we observed some chain-like soot aggregates (1.3 % in all
analyzed particles) (Fig. S5) but they only occurred in three samples
during the whole sampling period (Table 1). Considering the remoteness of
the sampling site, such fresh soot particles are likely to be of local
origin, for example, shipping and flaring  (Gilgen et al., 2018; Peters et
al., 2011).</p>

      <?xmltex \floatpos{p}?><fig id="Ch1.F5"><?xmltex \currentcnt{5}?><label>Figure 5</label><caption><p id="d1e2187">TEM images of individual particles containing sulfate, OM, and
soot. <bold>(a)</bold> Low magnification TEM image showing sulfates, sulfate with OM
coating, and reacted NaCl particles. <bold>(b)</bold> An internally mixed particle of
sulfate and soot with OM coating. <bold>(c)</bold> A particle with sulfate core and OM
coating.</p></caption>
          <?xmltex \igopts{width=227.622047pt}?><graphic xlink:href="https://acp.copernicus.org/articles/19/10433/2019/acp-19-10433-2019-f05.jpg"/>

        </fig>

      <p id="d1e2205">TEM observations showed that some sulfate-containing particles had the unique
morphology of a sulfate particle being surrounded by some smaller particles
(Fig. 5a). They are often called “satellite” particles as they were
distributed from the central particles which impacted on the substrate during
sample collection. Satellite particles were observed around 16 % of the
analyzed sulfate-containing particles (Fig. 5a) in the samples (Table 1)
collected during 9–15 August. NanoSIMS analysis further showed that the
satellite particles (Table 1) have strong <inline-formula><mml:math id="M64" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">32</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">S</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> (Fig. 6a, c) and
<inline-formula><mml:math id="M65" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">16</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">O</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> signals (Fig. 6d) as well as weak <inline-formula><mml:math id="M66" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">12</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">C</mml:mi><mml:mn mathvariant="normal">14</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">N</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>
signals (Fig. 6a, b). Previous studies showed that the similar satellite
particles are normally considered as acidic sulfate
(Buseck and Posfai, 1999; Iwasaka et
al., 1983). Our results show that<?pagebreak page10439?> these acidic satellites not only contain
sulfuric acid but also some OM or organic acids. Indeed,  Fu et
al. (2008) found that polyacids are the most abundant organic compounds,
followed by phthalates, aromatic acids, and fatty acids in Arctic aerosol
particles. Based on the back trajectories of air masses and FLEXPART
modeling, most air masses originate in the North America and Greenland
during the sampling periods (Figs. 1 and 2). Figure 1 shows that these air
masses brought abundant sulfate-containing particles into the sampling area
in summertime.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F6" specific-use="star"><?xmltex \currentcnt{6}?><label>Figure 6</label><caption><p id="d1e2260">NanoSIMS intensity threshold maps of individual aerosol particles
surrounded by satellite particles: <bold>(a)</bold> overlay of <inline-formula><mml:math id="M67" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">12</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">C</mml:mi><mml:mn mathvariant="normal">14</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">N</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> and
<inline-formula><mml:math id="M68" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">32</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">S</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> ion maps of individual particles, <bold>(b)</bold> <inline-formula><mml:math id="M69" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi mathvariant="normal">CN</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>, <bold>(c)</bold> <inline-formula><mml:math id="M70" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi mathvariant="normal">S</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>, and
<bold>(d)</bold> <inline-formula><mml:math id="M71" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi mathvariant="normal">O</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> maps. Four particles were indicated by white, pink, blue, and
red arrows.</p></caption>
          <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://acp.copernicus.org/articles/19/10433/2019/acp-19-10433-2019-f06.jpg"/>

        </fig>

      <p id="d1e2350">AFM was used to obtain 3-D images of individual secondary particles impacting
on the substrate. Figure 7a shows that the secondary particles normally have
a smooth surface which is different from uneven surface of the Arctic fresh
and aged NaCl particles  (Chi et al.,
2015). Furthermore, we observed particle thickness through tilting the
specimen stage up to 75<inline-formula><mml:math id="M72" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> in SEM. Figure 7a and b both show that the
secondary particles look like thin pancake sticking on the substrate.
Furthermore, the sections of two secondary particles in the AFM images show
that the highest heights of particles are only 15 % (green line) and
26 % (red line) of the corresponding horizontal diameter (Fig. 7a).
These results show that the shape of individual particles was modified when
they impacted on the substrate following the airflow. Therefore, the
measured ECDs of individual particles in TEM images are much larger than the
real particle diameter. To calibrate the particle diameter, we obtained
the volume of dry particles on the substrate and then calculated their ESD in
the AFM images (Fig. 7c). ESD distribution of the secondary Arctic
particles displayed a peak at 340 nm, ranging from 100  to 2000 nm (Fig. 7d). The core particles, as sulfate or soot, had a peak at 240  and 120 nm, respectively (Fig. 7d). It is estimated that OM on average accounted
for <inline-formula><mml:math id="M73" display="inline"><mml:mrow><mml:mn mathvariant="normal">63</mml:mn><mml:mo>±</mml:mo><mml:mn mathvariant="normal">23</mml:mn></mml:mrow></mml:math></inline-formula> % of the dry-sulfate-containing particle volume. Our
result shows that<?pagebreak page10440?> the OM volume increases following the particle size
increase (Fig. S6).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F7" specific-use="star"><?xmltex \currentcnt{7}?><label>Figure 7</label><caption><p id="d1e2376">AFM image and calculated diameter of individual particles. <bold>(a)</bold> 3-D
AFM image of sulfate-containing particles. The colored arrows represent the
cross sections where the particle heights are measured (see inset figures). <bold>(b)</bold> SEM image of S-rich particles with OM coating obtained from 75<inline-formula><mml:math id="M74" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>
tilt of the SEM specimen stage. <bold>(c)</bold> The near-linear relationships between ECD
and ESD based on S-rich particles with OM coating by atomic force
microscopy. <bold>(d)</bold> Size distribution of individual particle with OM coating and
sulfate core based on the estimated ESD diameter from TEM image.</p></caption>
          <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://acp.copernicus.org/articles/19/10433/2019/acp-19-10433-2019-f07.jpg"/>

        </fig>

</sec>
</sec>
<sec id="Ch1.S4">
  <label>4</label><title>Discussion</title>
<sec id="Ch1.S4.SS1">
  <label>4.1</label><title>Mixing mechanism of organic, soot, and sulfate</title>
      <p id="d1e2422">Lagrangian particle dispersion modeling using the FLEXPART-WRF 3.1 showed
that air masses arriving at the sampling site during our field measurement
periods likely originated from the Greenland and North America (Fig. 2). Previous studies reported that air masses from North America or
Greenland during the summer contain higher concentrations of black carbon,
OM, and sulfate  (Burkart et al., 2017; Chang et al., 2011; Fu et al.,
2008; Moore et al., 2011; Park et al., 2013). Indeed, there is strong
emission intensity of OC and <inline-formula><mml:math id="M75" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">SO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> around the Arctic area from the emission
simulation as shown in Fig. S2. However,  Weinbruch et al. (2012) observed soot particles when cruise ships were present in the area
around Ny-Ålesund town. It is possible that minor soot particles are
from the ship emissions and most of them are transported from outside the Arctic
area in the free troposphere (Fig. S2).</p>
      <p id="d1e2436">The sulfate core–OM shell structure observed in the Arctic summer atmosphere
is similar to those in the background or rural air in other places  (Li et
al., 2016; Moffet et al., 2013). Based on the images from electron
microscopy, we can infer that OM coating thickness in the Arctic air was
comparable with that in rural places but higher than that in urban places.
During transport, organic coatings on sulfate were considered as the
SOM and their masses increase following particle aging and growth (Li et
al., 2016; Moffet et al., 2013; Sierau et al., 2014). Figures 1 and 2 show
that most particles in the air masses are transported from North
American. The sulfate or OM particles with soot inclusions are probably formed
in a similar way to those found elsewhere  (Li et al., 2016) –
e.g., soot particles may have acted as nuclei for secondary sulfate or
organic uptake during their transports  (Riemer et al.,
2009). Similarly, besides the OM coating in the Arctic particles,
Leck and Svensson (2015) found biogenic aerosols like
gel aggregate containing bacterium in ultrafine particles. However, we did
not find any gel-like particles in the samples because our sampler had very
low efficiency for ultrafine particles.</p>
      <p id="d1e2439">TEM images show that most of the internally mixed sulfate-containing
particles display sulfate core and OM coating on the substrate (Figs. 4a
and 5b, c). Knowledge of the phase separation in individual particles is
important to understand particle hygroscopic properties, heterogeneous
reactions of reactive gases on the particle surface, and organic aging
(You et al., 2012). It is possible that the thick
OM coatings were consistently built up during the long-range transport of
sulfate-containing particles and part of the SOM in the coating likely
formed in Arctic area. Indeed, there are various sources of organic
precursors during the Arctic area, such as biogenic VOCs from ice melting
and open water  (Dall'Osto et al.,
2017) and anthropogenic VOCs from shipping emissions in summertime
(Gilgen et al., 2018). The dependence of OM volume on
particle size (Fig. S6) suggests that the suspended sulfate particles are
initially an important surface for SOM formation. Moreover, the presence of OM
coating in 74 % sulfate particles indicates that SOM on the surfaces of
fine particles may govern the possible heterogeneous reactions between
reactive gases and sulfate-containing particles in the Arctic air.</p>
      <p id="d1e2442">It should be noted that most SOM not only occurred on the surfaces of
sulfate-containing particles but also its mass (mean mass at <inline-formula><mml:math id="M76" display="inline"><mml:mrow><mml:mn mathvariant="normal">63</mml:mn><mml:mo>±</mml:mo><mml:mn mathvariant="normal">23</mml:mn></mml:mrow></mml:math></inline-formula> %) dominated in individual particles (Fig. 7d). The OM dominating in
individual particles can influence the IN and CCN activities of secondary
sulfate-containing particles (Lathem et al., 2013; Martin et al., 2011).
For example, some studies found that an increase in organic mass fraction in
particles of a certain size would lead to a suppression of the Arctic CCN
activity (Leck and Svensson, 2015; Martin et al., 2011). Moreover, OM on
particle surfaces can significantly influence hygroscopicity and IN activity
of sulfate-containing particles (Wang et al., 2012).</p>
</sec>
<sec id="Ch1.S4.SS2">
  <label>4.2</label><title>Potential impact of OM on optical properties of sulfate-containing particles</title>
      <p id="d1e2465">The internal mixing of soot, sulfate, and OM can change optical properties
of individual particles in the atmosphere.<?pagebreak page10441?> Recent studies showed that BrC
has been detected in the OM in the polluted and clean air and even in the upper
troposphere (Laskin et al., 2015; Wang et al., 2018).
Feng et al. (2013) further calculated the contribution to be up
to 19 % of the optical absorption of the strongly absorbing BrC in global
simulations, which is second to the absorbing BC aerosols. Various colored OM
(e.g., nitrated/polycyclic aromatics and phenols), referred to as BrC, were
detected in the Arctic atmosphere in different seasons (Fu et al., 2008;
Wöhrnschimmel et al., 2013; Zangrando et al., 2013) and in surface ice
or snowpacks (Browse et al., 2013; Doherty et al., 2013; Hegg et al.,
2010). We also noticed that the <inline-formula><mml:math id="M77" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">12</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">C</mml:mi><mml:mn mathvariant="normal">14</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">N</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> signal occurred in
all analyzed OM coating in sulfate-containing particles (Fig. 4e–f).
<inline-formula><mml:math id="M78" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">12</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">C</mml:mi><mml:mn mathvariant="normal">14</mml:mn></mml:msup><mml:msup><mml:mi mathvariant="normal">N</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> from NanoSIMS is indicative of the presence of
nitrogen-containing organics in the detected materials
(Herrmann et al., 2007). Figure 4 showed that the
nitrogen-containing OM was more or less homogeneously distributed in the OM
coating in individual particles. This suggests that some of the OM in the
coating has the potential to act as BrC  (Jiang et al., 2019; Laskin et
al., 2015).</p>
      <p id="d1e2508">To understand how OM coating influences optical properties of
sulfate-containing particles, we make an assumption that OM coating is
strongly absorbing (case 1), moderately absorbing (case 2) or non-absorbing
BrC (case 3) with a refractive index of <inline-formula><mml:math id="M79" display="inline"><mml:mrow><mml:mn mathvariant="normal">1.65</mml:mn><mml:mo>-</mml:mo><mml:mn mathvariant="normal">0.03</mml:mn><mml:mi>i</mml:mi></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math id="M80" display="inline"><mml:mrow><mml:mn mathvariant="normal">1.65</mml:mn><mml:mo>-</mml:mo><mml:mn mathvariant="normal">0.003</mml:mn><mml:mi>i</mml:mi></mml:mrow></mml:math></inline-formula>, and 1.65 at
550 nm, as in Feng et al. (2013). Based on the size
measurements shown in Fig. 7d, we can calculate the volume of sulfate and OM
within each particle. We input the volume of each component and the
corresponding refractive index into the Mie code and then calculated optical
properties of individual sulfate-containing particles in the samples. Based
on the optical data statistics of 575 particles, Fig. 8a shows that if the OM
coating is strongly absorbing BrC (referred to case Abs1), the average
absorption cross section (ACS) of individual particles is estimated to be
<inline-formula><mml:math id="M81" display="inline"><mml:mrow><mml:mn mathvariant="normal">2.67</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">14</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> m<inline-formula><mml:math id="M82" display="inline"><mml:msup><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:math></inline-formula>. This value is 8.30 times higher than the
aerosol ACS (<inline-formula><mml:math id="M83" display="inline"><mml:mrow><mml:mn mathvariant="normal">3.22</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">15</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> m<inline-formula><mml:math id="M84" display="inline"><mml:msup><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:math></inline-formula>) when assuming that the
BrC is moderately absorbing (referred to as case Abs2, Fig. 8a). However, the
scattering cross section (SCS) of individual particles only shows a small
change (Fig. 8b). Figure 8c also shows that the SSAs of individual particles are 0.92, 0.99, and 1 when assuming the OM to be
strongly, moderately and non-absorbing BrC (cases SSA1 to SSA3). These
results suggest that whether we consider organic coating as BrC may have a
significant influence on the absorption properties of individual
sulfate-containing particles.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F8" specific-use="star"><?xmltex \currentcnt{8}?><label>Figure 8</label><caption><p id="d1e2596">Optical properties of box-and-whisker plots showing optical
parameters of all analyzed particles assuming sulfate core and BrC shell
(not considering soot cores in the particles). <bold>(a)</bold> Scattering cross section.
<bold>(b)</bold> Absorption cross section. <bold>(c)</bold> Single scattering albedo. Top to bottom
makers in the box-and-whisker represent max, 99 %, 75 %, mean, median,
25 %, 1 %, and min values. <bold>(d)</bold> Absorption cross section along with particle
diameter assuming strongly absorbing BrC and moderately absorbing BrC as the
particle OM coating. Abs1, abs2 and abs3 represent the BrC with highly,
moderately and weakly absorbing properties.</p></caption>
          <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://acp.copernicus.org/articles/19/10433/2019/acp-19-10433-2019-f08.png"/>

        </fig>

      <p id="d1e2618">In this study, we explored the relationship between the ACS of individual
particles and particle diameters. Interestingly, Fig. 8d shows that the ACS of
individual fine OM-coating sulfate particles increased with particle size.
This suggests that the ACS of individual particles may increase as they grow
and age in the atmosphere.</p>
      <?pagebreak page10442?><p id="d1e2621">Current climate models estimated the radiative force of Arctic BC (Sand
et al., 2013; Shindell, 2007; Winiger et al., 2017; Zanatta et al., 2018),
but none specifically considered the optical properties of Arctic BrC. Our study
revealed the OM coating on individual sulfate particles, which should be
considered in aerosol radiation effect and cloud–aerosol interaction
simulations in the models.</p>
</sec>
</sec>
<sec id="Ch1.S5" sec-type="conclusions">
  <label>5</label><title>Summary</title>
      <p id="d1e2634">A range of individual particle observation techniques, such as TEM/EDS,
STEM, SEM, NanoSIMS, and AFM, were applied to study S-rich, soot, and OM
particles in the Arctic atmosphere in the summer of 2012. Sulfate-containing
particles account for approximately <inline-formula><mml:math id="M85" display="inline"><mml:mrow><mml:mn mathvariant="normal">29</mml:mn><mml:mo>±</mml:mo><mml:mn mathvariant="normal">7</mml:mn></mml:mrow></mml:math></inline-formula> % by number of all
analyzed particles. TEM and NanoSIMS showed that individual
sulfate-containing particles have OM coating with sulfate as the core. The SOM
on the surfaces of fine particles may affect heterogeneous reactions between
reactive gases and sulfate particles in the Arctic air. Furthermore, 20 %
of the sulfate-containing particles also contain small soot inclusions but
they only appeared in organic coating.</p>
      <p id="d1e2649">Size distribution of the secondary Arctic particles displayed a peak at 340 nm, ranging from 100  to 2000 nm. The core particles, as sulfate or soot,
had a peak at 240  and 120 nm, respectively. OM coating on average
contributes <inline-formula><mml:math id="M86" display="inline"><mml:mrow><mml:mn mathvariant="normal">63</mml:mn><mml:mo>±</mml:mo><mml:mn mathvariant="normal">23</mml:mn></mml:mrow></mml:math></inline-formula> % by volume to the dry NSS particles. We also
found that the OM coating may have a significant influence on the
absorption properties of individual particles in the Arctic air, depending
on the optical properties of the OM.</p>
</sec>

      
      </body>
    <back><notes notes-type="dataavailability"><title>Data availability</title>

      <p id="d1e2668">Data are available by contacting the corresponding authors.</p>
  </notes><app-group>
        <supplementary-material position="anchor"><p id="d1e2671">The supplement related to this article is available online at: <inline-supplementary-material xlink:href="https://doi.org/10.5194/acp-19-10433-2019-supplement" xlink:title="pdf">https://doi.org/10.5194/acp-19-10433-2019-supplement</inline-supplementary-material>.</p></supplementary-material>
        </app-group><notes notes-type="authorcontribution"><title>Author contributions</title>

      <p id="d1e2680">WL and ZS designed the study. YZ and XS collected
aerosol particles. WL, HY, and JZ contributed laboratory experiments and
data analysis. HY and WL performed optical calculation and wrote part of
first draft. PT and MD provided the online measurement data of new particle
formation and growth. JS and XZ coordinated the field campaign. All authors
commented and edited the paper.</p>
  </notes><notes notes-type="competinginterests"><title>Competing interests</title>

      <p id="d1e2686">The authors declare that they have no conflict of interest.</p>
  </notes><ack><title>Acknowledgements</title><p id="d1e2692">We thank Boris Quennehen for providing data from the
FLEXPART-WRF. This work was funded by the National Natural Science Foundation of
China (41622504, 41575116, 31700475) and the Hundred Talents Program in
Zhejiang University. Zongbo Shi acknowledges funding from NERC (NE/S00579X/1).</p></ack><notes notes-type="financialsupport"><title>Financial support</title>

      <p id="d1e2697">This research has been supported by the National Natural Science Foundation of China (grant nos. 41575116, 41622504 and 31700475)  and the NERC (grant no. NE/S00579X/1).</p>
  </notes><notes notes-type="reviewstatement"><title>Review statement</title>

      <p id="d1e2703">This paper was edited by Hailong Wang and reviewed by two anonymous referees.</p>
  </notes><ref-list>
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    <!--<article-title-html>Organic coating on sulfate and soot particles during late summer in the Svalbard Archipelago</article-title-html>
<abstract-html><p>Interaction of anthropogenic particles with radiation and clouds plays an
important role in Arctic climate change. The mixing state of aerosols is a key
parameter to influence aerosol radiation and aerosol–cloud interactions.
However, little is known of this parameter in the Arctic, preventing an
accurate representation of this information in global models. Here we used
transmission electron microscopy with energy-dispersive X-ray spectrometry,
scanning electron microscopy, nanoscale secondary ion mass spectrometry, and
atomic forces microscopy to determine the size and mixing state of
individual sulfate and carbonaceous particles at 100&thinsp;nm to 2&thinsp;µm
collected in the Svalbard Archipelago in summer. We found that 74&thinsp;% by
number of non-sea-salt sulfate particles were coated with organic matter
(OM); 20&thinsp;% of sulfate particles also had soot inclusions which only
appeared in the OM coating. The OM coating is estimated to contribute
63&thinsp;% of the particle volume on average. To understand how OM coating
influences optical properties of sulfate particles, a Mie core–shell model
was applied to calculate optical properties of individual sulfate particles.
Our result shows that the absorption cross section of individual OM-coated
particles significantly increased when assuming the OM coating as
light-absorbing brown carbon. Microscopic observations here suggest that OM
modulates the mixing structure of fine Arctic sulfate particles, which may
determine their hygroscopicity and optical properties.</p></abstract-html>
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