<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="3.0" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher">ACP</journal-id>
<journal-title-group>
<journal-title>Atmospheric Chemistry and Physics</journal-title>
<abbrev-journal-title abbrev-type="publisher">ACP</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1680-7324</issn>
<publisher><publisher-name>Copernicus GmbH</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/acp-10-10923-2010</article-id>
<title-group>
<article-title>Sources of light-absorbing aerosol in arctic snow and their seasonal variation</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Hegg</surname>
<given-names>Dean A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Warren</surname>
<given-names>Stephen G.</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>Grenfell</surname>
<given-names>Thomas C.</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>Sarah J Doherty</surname>
<given-names></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>Clarke</surname>
<given-names>Antony 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>Department of Atmospheric Sciences, University of Washington, Seattle, WA, USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>JISAO, University of Washington, Seattle, WA, USA</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>School of Ocean and Earth Sciences and Technology, University of Hawaii, Honolulu, Hawaii, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>22</day>
<month>11</month>
<year>2010</year>
</pub-date>
<volume>10</volume>
<issue>22</issue>
<fpage>10923</fpage>
<lpage>10938</lpage>
<permissions>
<license xlink:type="simple">
<license-p>This is an open-access article ditributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri xlink:href="http://www.atmos-chem-phys.net/10/10923/2010/acp-10-10923-2010.html">This article is available from http://www.atmos-chem-phys.net/10/10923/2010/acp-10-10923-2010.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/10/10923/2010/acp-10-10923-2010.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/10/10923/2010/acp-10-10923-2010.pdf</self-uri>
<abstract>
<p>Two data sets consisting of measurements of light absorbing aerosols (LAA)
in arctic snow together with suites of other corresponding chemical
constituents are presented; the first from Siberia, Greenland and near the
North Pole obtained in 2008, and the second from the Canadian arctic
obtained in 2009. A preliminary differentiation of the LAA into black carbon
(BC) and non-BC LAA is done. Source attribution of the light absorbing
aerosols was done using a positive matrix factorization (PMF) model. Four
sources were found for each data set (crop and grass burning, boreal biomass
burning, pollution and marine). For both data sets, the crops and grass
biomass burning was the main source of both LAA species, suggesting the
non-BC LAA was brown carbon. Depth profiles at most of the sites allowed
assessment of the seasonal variation in the source strengths. The biomass
burning sources dominated in the spring but pollution played a more
significant (though rarely dominant) role in the fall, winter and, for
Greenland, summer. The PMF analysis is consistent with trajectory analysis
and satellite fire maps.</p>
</abstract>
<counts><page-count count="16"/></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"> Alfaro, S. C., Lafon, S., Rajot, J. L., Formenti, P., Gaudichet, A., and Maille, M.: Iron oxides and light absorption by pure desert dust: an experimental study, J. Geophys. Res., 109, D08208, doi:1029/2003JD004374, 2004. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Burkhart, J. F., Bales, R. C., McConnell, J. R., Hutterli, M. A., and Frey, M.: Geographic variability of nitrate deposition and preservation over the Greenland Ice Sheet, J. Geophys. Res., 114, D06301, doi:10.1029/2008JD010600, 2009. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Chen, M., Diehl, T., Dubovik, O., Eck, T. F., Holben, B. N., Sinyuk, A., and Streets, D. G.: Light absorption by pollution, dust, and biomass burning aerosols: global model study and evaluation with AERONET measurements, Ann. Geophys., 27, 3439–3464, 2009. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Chylek, P., Johnson, B., and Wu, H.:~ Black carbon concentration in a Greenland Dye-3 ice core, Geophys. Res. Lett., 19, 1951–1953, 1992. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Clarke, A. D. and Noone, K. J.: Soot in the Arctic snowpack: A cause for perturbations in radiative transfer, Atmos. Environ., 19, 2045–2053, 1985. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Doherty, S. J, Warren, S. G., Grenfell, T. C., Brandt, R. E., and Clarke, A. D.: Light-absorbing impurities in Arctic snow, Atmos. Chem. Phys. Discuss, 18807–18878, doi:10.5194/acpd-10-18807-2010, 2010. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Eleftheriadis, K., Vratolis, S., and Nyeki, S.: Aerosol black carbon in the European Arctic: Measurements at Zeppelin station, Ny-Alesund, Svalbard from 1998–2007, Geophys. Res. Lett., 36, L02809, doi:10.1029/2008GL035741, 2009. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Favez, O., Alfaro, S. C., Sciare, J., Cachier, H., and Abdelwahab, M. M.: Ambient measurements of light-absorption by agricultural waste burning organic aerosols, Aerosol Sci., 40, 613–620, 2009a. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Favez, O., Cachier, H., Sciare, J., Sarda-Esteve, R., and Martinon, L.: Evidence for a significant contribution of wood burning aerosols to PM2.5 during winter season in Paris, France, Atmos. Environ., 43, 3640–3644, 2009b. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Flanner, M. G., Zender, C. S., Randerson, J. T., and Rasch, P. J.: Present-day climate forcing and response from black carbon in snow, J. Geophys. Res., 112, D11202, doi:1029/2006JD008003, 2007. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Generoso, S., Bey, I., Attie, J.-L., and Breon, F.-M.: A satellite- and model-based assessment of the 2003 Russian fires: impact on the Arctic region, J. Geophys. Res., 112, D15302, doi:10.1029/2006JD008344, 2007. Grannas, A. M., Shepson, P. B., and Filley, T. R.: Photochemistry and nature of organic matter in Arctic and Antarctic snow, Global Biogeochem. Cy., 18, GB1006, doi:10/1029/2003GB002133, 2004. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Grenfell, T. C., Doherty, S. J., Clarke, A. D., and Warren, S. G.: Light absorption from particulate impurities in snow and ice determined by spectrophotometric analysis of filters, Appl. Opt., in review, 2010. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Grenfell, T. C., Light, B., and Sturm, M.: Spatial distribution and radiative effects of soot in the snow and sea ice during the SHEBA experiment, J. Geophys. Res., 107, 8032, doi:10.1029/2000JC000414, 2002. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Hagler, G. S. W., Bergin, M. H., Smith, E. A., and Dibb, J. E.: A summer time series of particulate carbon in the air and snow at Summit, Greenland, J. Geophys. Res., 112, D21309, doi:10.1029/2007JD008993, 2007. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Hansen, J. and Nazarenko, L.: Soot climate forcing via snow and ice albedos, Proc. Natl. Acad. Sci. (USA), 101, 423–428, 2004. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Hays, M. D., Fine, P. M., Geron, C. D, Kleeman, M. J., and Gullet, B. K.: Open burning of agricultural biomass: physical and chemical properties of particle-phase emissions, Atmos. Environ., 39, 6747–6764, 2005. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Hegg, D. A., Warren, S. G., Grenfell, T. C., Doherty, S. J., Larson, T. V., and Clarke, A. D.: Source attribution of black carbon in arctic snow, Environ. Sci. Technol., 43, 4016–4021, 2009. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Hennigan, C. J., Sullivan, A. P., Collett Jr., J. L. and Robinson, A. L.: Levoglucosan stability in biomass burning particles exposed to hydroxyl radicals, Geophys. Res. Lett., 37, L09806, doi:10.1029/2010GL043088, 2010. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Henry, R. C., Park, E. S., and Spiegelman, C. H.: Comparing a new algorithm with classic methods for estimating the number of factors, Chemom. Intell. Lab. Syst., 48, 91–97, 1999. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Hobbs, P. V. and Rangno, A. L. Microstructures of low and middle-level clouds over the Beaufort Sea, Q. J. Roy. Meteorol. Soc., 124, 2035–2071, 1998. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Hoffmann, D., Tilgner, A., Inuma, Y., and Herrmann, H.: Atmospheric stability of levoglucosan: a detailed laboratory and modeling study, Environ. Sci. Technol., 44, 694–699, 2010. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Kirchstetter, T. W., Novakov, T., and Hobbs, P. V.: Evidence that the spectral dependence of light absorption by aerosols is affected by organic carbon, J. Geophys. Res., 109, D21208, doi:10.1029/2004JD004999, 2004. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Liston, G. E. and Sturm, M.: The role of winter sublimation in the Arctic moisture budget, Nordic Hydrol., 35, 325–334, 2004. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Lukács, H., Gelencsér, A., Hammer, S., Puxbaum, H., Pio, C., Legrand, M., Kasper-Giebl, A., Handler, M., Limbeck, A., Simpson, D., and Preunkert, S.: Seasonal trends and possible sources of brown carbon based on 2-year aerosol measurements at six sites in Europe, J. Geophys. Res., 112, D23S18, doi:10.1029/2006JD008151, 2007. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Luo, Y., Xu, K.-M., Morrison, H., McFarquhar, G., Wang, Z., and Zhang, G. Multi-layer arctic mixed-phase clouds simulated by a cloud-resolving model: Comparison with ARM observations and sensitivity experiments, J. Geophys. Res., 113, D12208, doi:10.1029/2007JD009563, 2008. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Mahowald, N. M., Engelstaedter, S., Luo, C., Sealy, A., Artaxo, P., Benitez-Nelson, C., Bonnet, S., Chen, Y., Chuang, P. Y., Cohen, D. D., Dulac, F., Herut, B., Johansen, A. M., Kubilay, N., Losno, R., Maenhaut, W., Paytan, A., Prospero, J. M., Shank, L. M., and Siefert, R. L.: Atmospheric iron deposition: global distribution, variability, and human perturbations, Rev. Mar. Sci., 1, 245–278, 2009. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Masclet, P., Hoyau, V., Jaffrezo, J., and Cachier, H.: Polycyclic aromatic hydrocarbon deposition on the ice sheet of Greenland. Part 1: superficial snow, Atmos. Environ., 34, 3195–3207, 2000. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> McConnell, J. R., Edwards, R., Kok, G. L., Flanner, M. G., Zender, C. S., Saltzman, E. S., Banta, J. R., Pasteris, D. R., Carter, M. M., and Kahl, J. D. W.: 20th-Century industrial black carbon emissions altered arctic climate forcing, Science, 317, 1381–1384, 2007. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Mochida, M., Kawamura, K., Fu, P., and Takemura, T.: Seasonal variation of levoglucosan in aerosols over the North pacific and its assessment as a biomass tracer, Atmos. Environ., 44, 3511–3518, 2010. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Moosmuller, H., Chakrabarty, R. K., and Arnott, W. P.: Aerosol light absorption and its measurement: a review, J. Quant. Spectrosc. Radiat. Transfer, 110, 844–878, 2009. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Morrison, H., Curry, J. A., Shupe, M. D., and Zuidema, P. A new double-moment microphysics parameterization for application in cloud and climate models. Part II: Single-column modeling of Arctic clouds, J. Atmos. Sci., 62, 1678–1693, 2005. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Norris, G., Vedantham, R., Wade, K., Brown, S., Prouty, J., and Foley, C.: EPA Positive Matrix Factorization (PMF) 3.0 Fundamentals &amp; User Guide. EPA report 600/R-08/108, available online at: www.epa.gov, July, 2008. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Oros, D. R. and Simoneit, B. R. T.: Identification and emission factors of molecular tracers in organic aerosols from biomass burning. Part 1. Temperate climate conifers, Appl. Geochem., 16, 1513–1544, 2001a. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Oros, D. R. and Simoneit, B. R. T.: Identification and emission factors of molecular tracers in organic aerosols from biomass burning. Part 2. Deciduous trees, Appl. Geochem, 16, 1545–1565, 2001b. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Oros, D. R., Radzi bin Abas, M., Omar, N. Y. M. J., Rahman, N. A., and Simoneit, B. R. T.: Identification and emission factors of molecular tracers in organic aerosols from biomass burning. Part 3. Grasses, Appl. Geochem., 21, 919–940, 2006. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Paatero, P. and Tapper, U.: Positive matrix factorization: a non-negative factor model with optimal utilization of error estimates of data values, Environmetrics, 5, 111–126, 1994. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Perovich, D. K., Grenfell, T. C., Light B., Elder, B. C., Harbeck, J., Polashenski, C., Tucker, W. B. III, and Stelmach, C.: Transpolar observations of morphological properties of Arctic sea ice, J. Geophys. Res., 114, C00A04, doi:10.1029/2008JC004892, 2009. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Polissar, A., Hopke, P., Malm, W., and Sisler, J.: Atmospheric aerosol over Alaska 1. Elemental composition and sources, J. Geophys. Res., 103, 19045–19057,1998. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Quinn, P. K., Shaw, G., Andrews, E., Dutton, E. G., Ruoho-Airola, T., and Gong, S. L.: Arctic haze: current trends and knowledge gaps, Tellus, 59B, 99–114, 2007. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Rahn, K. A., Lewis, N. F., Lowenthal., D. H, and Smith, D. L.: Noril&apos;sk only a minor contributor to Arctic haze, Nature, 306, 459–461, 1983. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Ramanathan, V. and Carmichael, G.: Global and regional climate change due to black carbon, Nature Geoscience, 1, 221–227, 2008. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Sandradewi, J., Prevot, A. S. H., Szidat, S., Perron, N., Alfarra, M. R., Lanz, V. A., Weingartner, E., and Baltensperger, U.: Using aerosol light absorption measurements for quantitative determination of wood burning and traffic emission contributions to particulate matter, Environ. Sci. Technol., 42, 3316–3323, 2008. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Sharma, S., Andrews, E., Barrie, L., Ogren, J., and Lavoue, D.: Variations and sources of equivalent black carbon in the high Arctic revealed by long-term observations at Alert and Barrow: 1989–2003, J. Geophys. Res., 111, D14208, doi:10.1029/2005JD006581, 2006. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Shindell, D. and Faluvegi, G.: Climate response to regional radiative forcing during the twentieth century, Nature Geosci., 2, doi:10.1038/NGEO473, 294–300, 2009. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Simoneit, B. R. T.: Biomass burning a review of organic tracers for smoke from incomplete combustion, Appl. Geochem., 17, 129–162, 2002. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Steffen, K., Box, J. E., and Abdalati, W.: Greenland Climate Network: GC-Net, in: Glaciers, Ice Sheets and Volcanoes, edited by: Colbeck, S. C., CRREL Special Report 96-27, US Army Cold Regions Research and Engineering laboratory, Hanover, NH, USA, 98–103, 1996. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Stohl, A.: Characteristics of atmospheric transport into the arctic troposphere, J. Geophys. Res., 111, D11306, doi:10.1029/2005JD006888, 2006. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Stohl, A., Andrews, E., Burkhart, J. F., Forster, C., Herber, A., Hoch, S. W., Kowal, D., Lunder, C., Mefford, T., Ogren, J. A., Sharma, S., Spichtinger, N., Stebel, K., Stone, R., Ström, J., Tørseth, K., Wehrli, C., and Yttri, K. E.: Pan-arctic enhancements of light absorbing aerosolconcentrations due to North American boreal forest fires during summer 2004, J. Geophys. Res., 111, D22214, doi:10.1029/2006JD007216, 2006. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Sun, H., Biedermann, L., and Bond, T. C. Color of brown carbon: a model for ultraviolet and visible light absorption by organic carbon aerosol, Geophys. Res. Lett., 34, L17813, doi:10.1029/2007GL029797, 2007. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Toledano, C., Cachorro, V. E., de Frutos, A. M., Torres, B., Berjon, A., Sorribas, M., and Stone, R. S.: Airmass classification and analysis of aerosol types at El Arenosillo (Spain), J. Appl. Meteor. Climat., 48, 962–981, 2009. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> Treffeisen, R., Herber, A., Strom, J., Shiobara, M., Yamanouchi, T., Yamagata, S., Holmen, K., Kriews, M., and Schrems, O.: Interpretation of Arctic aerosol properties using cluster analysis applied to observations from the Svalbard area, Tellus, 56B, 457–476, 2004. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Ulbrich, I. M., Canagaratna, M. R., Zhang, Q., Worsnop, D. R. and Jimenez, J. L. Interpretation of organic components from Positive Matrix Factorization of aerosol mass spectrometer data, Atmos. Chem. Phys., 9, 2891–2918, 2 009. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Warneke, C., Bahreini, R., Brioude, J., Brock, C. A., de Gouw, J. A., Fahey, D. W., Froyd, K. D., Holloway, J. S., Middlebrook, A., Miller, L., Montzka, S., Murphy, D. M., Peischl, J., Ryerson, T. B., Schwartz, J. P., Spockman, J. R., and Veres, P.: Biomass burning in Siberia and Kazakhstan as an important source for haze over the Alaskan Arctic in April, 2008, Geophys. Res. Lett., 36, L02813, doi:10.1029/2008GL036194, 2009. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Xie, Y.-L., Hopke, P. K., Paatero, P., Barrie, L. A., and Li, S.-M.: Identification of source nature and seasonal variations of Arctic aerosol by positive matrix factorization, J. Atmos. Sci., 56, 249–260, 1999. </mixed-citation>
</ref>
</ref-list>
</back>
</article>