<?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-10-7073-2010</article-id>
<title-group>
<article-title>Identification of potential regional sources of atmospheric total gaseous mercury in Windsor, Ontario, Canada using hybrid receptor modeling</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Xu</surname>
<given-names>X.</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>Akhtar</surname>
<given-names>U. S.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Department of Civil and Environmental Engineering, University of Windsor, Windsor, Ontario, Canada, 401 Sunset Ave, Windsor, Ontario, N9B 3P4, Canada</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>now at: Department of Chemical Engineering &amp; Applied Chemistry, University of Toronto, 200 College Street, Toronto, Ontario, M5S 3E5, Canada</addr-line>
</aff>
<pub-date pub-type="epub">
<day>03</day>
<month>08</month>
<year>2010</year>
</pub-date>
<volume>10</volume>
<issue>15</issue>
<fpage>7073</fpage>
<lpage>7083</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/10/7073/2010/acp-10-7073-2010.html">This article is available from http://www.atmos-chem-phys.net/10/7073/2010/acp-10-7073-2010.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/10/7073/2010/acp-10-7073-2010.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/10/7073/2010/acp-10-7073-2010.pdf</self-uri>
<abstract>
<p>Windsor (Ontario, Canada) experiences trans-boundary air pollution as it is
located on the border immediately downwind of industrialized regions of the
United States of America. A study was conducted in 2007 to identify the
potential regional sources of total gaseous mercury (TGM) and investigate
the effects of regional sources and other factors on seasonal variability of
TGM concentrations in Windsor.
&lt;br&gt;&lt;br&gt;
TGM concentration was measured at the University of Windsor campus using a
Tekran® 2537A Hg vapour analyzer. An annual mean of
2.02&amp;plusmn;1.63 ng/m&lt;sup&gt;3&lt;/sup&gt; was observed in 2007. The average TGM concentration
was high in the summer (2.48&amp;plusmn;2.68 ng/m&lt;sup&gt;3&lt;/sup&gt;) and winter
(2.17&amp;plusmn;2.01 ng/m&lt;sup&gt;3&lt;/sup&gt;), compared to spring (1.88&amp;plusmn;0.78 ng/m&lt;sup&gt;3&lt;/sup&gt;) and fall
(1.76&amp;plusmn;0.58 ng/m&lt;sup&gt;3&lt;/sup&gt;). Hybrid receptor modeling potential source
contribution function (PSCF) was used by incorporating 72-h backward
trajectories and measurements of TGM in Windsor. The results of PSCF were
analyzed in conjunction with the Hg emissions inventory of North America (by
state/province) to identify regions affecting Windsor. In addition to annual
modeling, seasonal PSCF modeling was also conducted. The potential source
region was identified between 24–61° N and 51–143° W. Annual PSCF
modeling identified major sources southwest of Windsor, stretching from Ohio
to Texas. The emissions inventory also supported the findings, as Hg
emissions were high in those regions. Results of seasonal PSCF modeling were
analyzed to find the combined effects of regional sources, meteorological
conditions, and surface re-emissions, on seasonal variability of Hg
concentrations. It was found that the summer and winter highs of atmospheric
Hg can be attributed to areas where large numbers of coal fired power plants
are located in the USA. Weak atmospheric dispersion due to low winds and
high re-emission from surfaces due to higher temperatures also contributed
to high concentrations in the summer. In the winter, the atmospheric removal
of Hg was slow, but strong winds led to more dispersion, resulting in lower
concentrations than the summer. Future studies could use smaller grid sizes
and refined emission inventories, for more accurate analysis of
source-receptor relationship of atmospheric Hg.</p>
</abstract>
<counts><page-count count="11"/></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"> Akhtar, U. S.: Atmospheric Total Gaseous Mercury Concentration Measurement in Windsor: A study of Variability and Potential Sources, M.A.Sc. Thesis, University of Windsor, Windsor, Ontario, Canada, 2008. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Begum, B. A., Kim, F., Jeong, C. H., Lee, D. W., Hopke, P. K.: Evaluation of the potential source contribution function using the 2002 Quebec forest fire episode, Atmos. Environ., 39, 3719–3724, 2005. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Capri, A. and Chen, Y. F.: Gaseous elemental mercury fluxes in New York city, Water Air Soil Pollut., 140, 371–379, 2002. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Choi, E. M., Kim, S. H., Holsen, T. M., and Yi, S. M.: Total gaseous concentrations in mercury in Seoul, Korea: local sources compared to long-range transport from China to Japan, Environ. Pollut., 157, 816–822, 2009. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Choi, H. D., Holsen, T. M., and Hopke, P. K.: Atmospheric mercury (Hg) in the Adirondacks: concentrations and sources, Environ. Sci. Technol., 42, 5644–5653, 2008. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Draxler, R. R. and Rolph, G. D.: HYSPLIT (HYbrid Single-Particle Lagrangian Integrated Trajectory) Model, NOAA Air Resources Laboratory, Silver Spring, MD, USA, available online at: www.arl.noaa.gov/ready/hysplit4.html, 2003. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Dvonch, J. T., Vette, A. F., Keeler, G. J., Evans, G., and Stevens, R.: An intensive multi-site pilot study investigating atmospheric mercury in Broward County, Florida, Water Air Soil Pollut., 80, 169–178, 1995. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Environment Canada, Climate Data Online: www.climate.weatheroffice.ec.gc.ca/climateData/canada e.html, last access: March 2008, 2008a. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Environment Canada, National Pollutant Release Inventory: www.ec.gc.ca/pdb/npri/npri/online/data/e.cfm, last access: March 2008, 2008b. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Fu, X., Feng, X., Wang, S., Rothenberg, S., Shang, L., Li, Z., and Qiu, G.: Temporal and spatial distributions of total gaseous mercury concentrations in ambient air in a mountainous area in southwestern China: Implications for industrial and domestic mercury emissions in remote areas in China, Sci. Total Environ., 407, 2306–2314, 2009. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Gabriel, M. C., Williamson, D. G., Zhang, H., Brooks, S., and Lindberg, S.: Diurnal and seasonal trends in total gaseous mercury flux from three urban ground surfaces, Atmos. Environ., 40, 4269–4284, 2006. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Gao, N., Hopke, P. K., and Reid, N. W.: Possible sources of some trace elements found in airborne particles and precipitation in Dorset, Ontario, J. Air Waste Manage. Assoc., 46, 1035–1047, 1996. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Hafner, W. D. and Hites, R. A.: Potential sources of pesticides, PCBs, and PAHs to the atmosphere of the Great Lakes, Environ. Sci. Technol., 37, 3764–3773, 2003. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Han, Y. J., Holsen, T. M., Hopke, P. K., and Yi, S. M.: Comparison between back-trajectory based modeling and Lagrangian backward dispersion modeling for locating sources of reactive gaseous mercury, Environ. Sci. Technol., 39(6), 1715–1723, 2005. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Han, Y. J., Holsen, T. M., and Hopke, P. K.: Estimation of source locations of total gaseous mercury measured in New York State using trajectory based models, Atmos. Environ., 41, 6033–6047, 2007. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Hopke, P. K., Li, C. L., Ciszek, W., and Landsberger, S.: The use of bootstrapping to estimate conditional probability fields for source locations of airborne pollutants, Chemom. Intell. Lab. Syst., 30(1), 69–79, 1995. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Hopke, P. K., Zhou, L., and Poirot, R. L.: Reconciling trajectory ensemble receptor model results with emissions, Environ. Sci. Technol., 39(20), 7980–7983, 2005. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Keating, M.: Mercury and Midwest Power Plants, Clean Air Task Force: www.catf.us/publications/reports/Midwest_Mercury.pdf, last access: March 2007, 2003. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Kellerhals, M., Beauchamp, S., Belzer, W., Blanchard, P., Froude, F., Harvey, B., McDonald, K., Pilote, M., Poissant, L., Puckett, K., Schroeder, B., Steffen, A., and Tordon, R.: Temporal and spatial variability of total gaseous mercury in Canada: Results from the Canadian Atmospheric Mercury Measurement Network (CAMNet), Atmos. Environ., 37, 1003–1011, 2003. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Lakes Environmental, WRPLOT View, Wind Rose Plots for Meteorological Data, www.weblakes.com/products/wrplot/index.html, last access: May 2008, 2008. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Landis, M., Vette, A. F., and Keeler, G. J.: Atmospheric mercury in the Lake Michigan basin: influence of the Chicago/Gary urban area, Environ. Sci. Technol., 36, 4508–4517, 2002. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Lindberg, S. E., Bullock, R., Ebinghaus, R., Engstrom, D., Feng, X., Fitzgerald, W., Pirrone, N., Prestbo, E., and Seigneur, C.: A synthesis of progress and uncertainties in attributing the sources of mercury in deposition, Ambio, 36, 19–32, 2007. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Liu, B., Keeler, G. J., Dvonch, J. T., Barres, J. A., Lynam, M. M., Marsik, F. J., and Morgan, J. T.: Temporal variability of mercury speciation in urban air, Atmos. Environ., 41, 1911–1923, 2007. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Lynam, M. M. and Keeler, G. J.: Automated speciated mercury measurements in Michigan, Environ. Sci. Technol., 39, 9253–9262, 2005. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Lynam, M. M. and Keeler, G. J.: Source-receptor relationships for atmospheric mercury in urban Detroit, Michigan, Atmos. Environ., 40, 3144–3155, 2006. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Nadim, F., Perkins, C., Liu, S., Carley, R. J., and Hoag, J. E.: Long-term investigation of atmospheric mercury contamination in Connecticut, Chemosphere, 45, 1033–1043, 2001. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Neff, J.: Mercury in the Gulf of Mexico: do offshore oil &amp; gas facilities contribute?, www.battelle.org/Environment/publications/envupdates/summer2002/article6.stm, last access: March 2008. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Nguyen, H. T., Kim, K. H., Kim, M. Y., Kang, C. H., and Shim, S. G.: Mercury in air impacted by strong industrial activities, Chemosphere, 71, 2017–2029, 2008. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Ontario Clean Air Alliance, An OCAA Air quality Report, OPG: Ontario&apos;s Pollution Giant: www.cleanairalliance.org/resource/opgiant.pdf, last access: March 2007. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Ontario Ministry of Environment, Transboundary Air Pollution in Ontario. www.ene.gov.on.ca/envision/techdocs/5158e_index.htm, 2005, last access: April 2008. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Ontario Ministry of Environment, Air Quality in Ontario-2007 Report, Environmental Monitoring and Reporting Branch, Ontario Ministry of the Environment: www.ene.gov.on.ca/publications/6930e.pdf, 2008, last access: April 2008. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Ontario Ministry of Environment, Historical Air Quality Pollutant Data. http://www.airqualityontario.com/history/, last access: June 2010. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Owega, S., Evans, G. J., Khan, B., Jervis, R. E., and Fila, M.: Application of a counting technique to determine certain and uncertain geographic regions of emission sources, Ecol. Modell, 192, 627–636, 2006. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Poissant, L.: Potential sources of atmospheric total gaseous mercury in the St. Lawrence River valley, Atmos. Environ., 33, 2537–2547, 1999. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Poissant, L.: Total gaseous mercury in Québec (Canada) in 1998, Sci. Total Environ., 259, 191–201, 2000. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Poissant, L., Dommergue, A., and Ferrari, C. P.: Mercury as a global pollutant, Journal De Physique, IV, 12, 143–160, 2002. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Polissar, A. V., Hopke, P. K., and Harris, J. M.: Source regions for atmospheric aerosol measured at Barrow, Alaska, Environ. Sci. Technol., 35, 4212–4226, 2001. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Rolph, G. D.: Real-time Environmental Applications and Display System (READY), available online at: www.arl.noaa.gov/ready/hysplit4.html, NOAA Air Resources Laboratory, Silver Spring, MD, USA, last access: April 2008, 2003. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Rutter, A. P., Schauer, J. J., Lough, G. C., Snyder, D. C., Kolb, CJ., Klooster, S. V., Rudolf, T., Manolopoulos, H., and Olson, M. L.: A comparison of speciated atmospheric mercury at an urban center and an upwind rural location, J. Environ. Monit., 10, 102–108, 2008. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Rutter, A. P., Snyder, D. C., Stone, E. A., Schauer, J. J., Gonzalez-Abraham, R., Molina, L. T. Márquez, C., Cárdenas, B., and de Foy, B.: In situ measurements of speciated atmospheric mercury and the identification of source regions in the Mexico City Metropolitan Area, Atmos. Chem. Phys., 9, 207–220, doi:10.5194/acp-9-207-2009, 2009. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Sigler, J. M. and Lee, X.: Recent trends in anthropogenic mercury emission in the northeast United States. J. Geophys. Res., 111, D14316, doi:10.1029/2005JD006814, 2006. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Song, X., Cheng, I., and Lu, J.: Annual atmospheric mercury species in downtown Toronto, Canada, J. Environ. Monit., 11, 660–669, 2009. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Sprovieri, F. and Pirrone N.: Spatial and temporal distribution of atmospheric mercury species over the Adriatic Seas, Environ. Fluid Mech., 8, 117–128, 2008. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Stamenkovic, J., Lyman, S., and Gustin, M. S.: Seasonal and diel variation of atmospheric mercury concentrations in the Reno (Nevada, USA) Airshed, Atmos. Environ., 41, 6662–6672, 2007. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Statistics Canada, 2006, Community Profiles, http://www12.statcan.ca/census-recensement/index-eng.cfm, last access: April 2008. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> St. Denis, M., Song, X., Lu, J. Y., and Feng, X.: Atmospheric gaseous elemental mercury in downtown toronto, Atmos. Env., 40, 4016–4024, 2006. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Swain, E. B., Engstrom, D. R., Brigham, M. E., Henning, T. A, Brezonik, P. L.: Increasing rates of atmospheric mercury deposition in midcontinental North America, Science, 257, 784–787, 1992. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Tekran Inc.: Tekran 2537A Mercury Vapour Analyzer User&apos;s Manual, Toronto, Canada, 2006. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Temme, C., Blanchard, P., Steffen, A., Banic, C., Beauchamp, S., Poissant, L., Tordon, R., and Wiens, B.: Trend, seasonal and multivariate analysis study of total gaseous mercury data from the Canadian Atmospheric Mercury Measurement Network (CAMNet), Atmos. Environ., 41, 5423–5441, 2007. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> United States Department of Energy (USDOE). Energy Information Administration. Electric Power Industry 2008: Year in Review. http://www.eia.doe.gov/cneaf/electricity/epm/table2_1_a.html, last access: June 2010, 2010a. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> United States Department of Energy (USDOE). Energy Information Administration: Coal: Consumption for Electricity Generation. http://www.eia.doe.gov/cneaf/electricity/epm/table2_1_a.html, last access: June 2010, 2010b. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> United States Environmental Protection Agency (USEPA): Toxic Release Inventory: www.epa.gov/mercury/regs.htm, last access: April 2008. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Zeng, Y. and Hopke, P. K.: A study of the sources of acid precipitation in Ontario, Canada, Atmos. Environ., 23, 1499–1509, 1989. </mixed-citation>
</ref>
</ref-list>
</back>
</article>