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<article language="en">
	<journal>
		<journal_title>Atmospheric Chemistry and Physics Discussions</journal_title>
		<journal_url>www.atmos-chem-phys-discuss.net</journal_url>
		<issn>1680-7367</issn>
		<eissn>1680-7375</eissn>
		<volume_number>9</volume_number>
		<issue_number>6</issue_number>
		<publication_year>2009</publication_year>
	</journal>
	<doi>10.5194/acpd-9-24847-2009</doi>
	<article_url>http://www.atmos-chem-phys-discuss.net/9/24847/2009/</article_url>
	<abstract_html>http://www.atmos-chem-phys-discuss.net/9/24847/2009/acpd-9-24847-2009.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys-discuss.net/9/24847/2009/acpd-9-24847-2009.pdf</fulltext_pdf>
	<start_page>24847</start_page>
	<end_page>24874</end_page>
	<publication_date>2009-11-19</publication_date>
	<article_title content_type="html">Identification of potential regional sources of atmospheric total gaseous mercury in Windsor, Ontario, Canada using hybrid receptor modeling</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>X. Xu</name>
			<email>xxu@uwindsor.ca</email>
		</author>
		<author numeration="2" affiliations="1,2">
			<name>U. S. Akhtar</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Department of Civil and Environmental Engineering, University of Windsor, Windsor, Ontario, Canada, 401 Sunset Ave, Windsor, Windsor, N9B 3P4, Canada</affiliation>
		<affiliation numeration="2" content_type="html">now at: Department of Chemical Engineering, University of Toronto, 200 College Street, Toronto, ON M5S 3E5, Canada</affiliation>
	</affiliations>
	<abstract content_type="html">Windsor (Ontario) – the automotive capital of Canada does not have any
significant mercury (Hg) sources. However, Windsor experiences
trans-boundary air pollution as it is located immediately downwind of
industrialized regions of the United States of America. A study was
conducted in 2007 aimed 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 ng/m&lt;sup&gt;3&lt;/sup&gt;) and winter (2.17 ng/m&lt;sup&gt;3&lt;/sup&gt;),
compared to spring (1.88 ng/m&lt;sup&gt;3&lt;/sup&gt;) and fall (1.76 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&amp;deg; N and 51–143&amp;deg; 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 reemissions, on
intra-annual 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 reemission from surfaces due to higher
temperatures 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.
&lt;br&gt;&lt;br&gt;
&lt;b&gt;Abbreviations of states/provinces:&lt;/b&gt;  Alabama (AL), Arkansas (AR), British Columbia (BC),
Georgia (GA), Iowa (IA), Illinois (IL), Indiana (IN), Kentucky (KY), Louisiana (LA),
Manitoba (MB), Michigan (MI), Minnesota (MN), Mississippi (MS), Missouri (MO),
Newfoundland and Labrador (NL), Ohio (OH), Ontario (ON), Oregon (OR), Pennsylvania
(PA), Tennessee (TN), Texas (TX), West Virginia (WV), Wisconsin (WI).</abstract>
	<references>
		<reference numeration="1" content_type="text"> 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. Env., 39, 3719–3724, 2005. </reference>
		<reference numeration="2" content_type="text"> Capri, A. and Chen, Y. F.: Gaseous Elemental Mercury Fluxes in New York City, Water Air Soil Poll., 140, 371–379, 2002. </reference>
		<reference numeration="3" content_type="text"> 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. </reference>
		<reference numeration="4" content_type="text"> 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. </reference>
		<reference numeration="5" content_type="text"> Draxler, R. R. and Rolph, G. D.: HYSPLIT (HYbrid Single-Particle Lagrangian Integrated Trajectory) Model, NOAA Air Resources Laboratory, Silver Spring, MD, available at: www.arl.noaa.gov/ready/hysplit4.html, 2003. </reference>
		<reference numeration="6" content_type="text"> 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. </reference>
		<reference numeration="7" content_type="text"> Environment Canada, Climate Data Online: www.climate.weatheroffice.ec.gc.ca/climateData/canada_e.html (last access: March 2008), 2008a. </reference>
		<reference numeration="8" content_type="text"> Environment Canada, National Pollutant Release Inventory: www.ec.gc.ca/pdb/npri/npri/online/data/e.cfm (last access: March 2008), 2008b. </reference>
		<reference numeration="9" content_type="text"> 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. </reference>
		<reference numeration="10" content_type="text"> 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. </reference>
		<reference numeration="11" content_type="text"> 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. </reference>
		<reference numeration="12" content_type="text"> 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. </reference>
		<reference numeration="13" content_type="text"> 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. </reference>
		<reference numeration="14" content_type="text"> Hopke, P. K., Lia, 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, 2005. </reference>
		<reference numeration="15" content_type="text"> Keating, M.: Mercury and Midwest Power Plants, Clean Air Task Force: www.catf.us/publications/reports/Midwest/Mercury.pdf (last access: March 2007), 2003. </reference>
		<reference numeration="16" content_type="text"> 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. </reference>
		<reference numeration="17" content_type="text"> Lakes Environmental, WRPLOT View, Wind Rose Plots for Meteorological Data, www.weblakes.com/products/wrplot/index.html, last access: May 2008. </reference>
		<reference numeration="18" content_type="text"> 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. </reference>
		<reference numeration="19" content_type="text"> 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. </reference>
		<reference numeration="20" content_type="text"> 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. </reference>
		<reference numeration="21" content_type="text"> Lynam, M. M. and Keeler, G. J.: Automated speciated mercury measurements in Michigan, Environ. Sci. Technol., 39, 9253–9262, 2005. </reference>
		<reference numeration="22" content_type="text"> Lynam, M. M. and Keeler, G. J.: Source-receptor relationships for atmospheric mercury in urban Detroit, Michigan, Atmos. Environ., 40, 3144–3155, 2006. </reference>
		<reference numeration="23" content_type="text"> 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. </reference>
		<reference numeration="24" content_type="text"> 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, </reference>
		<reference numeration="25" content_type="text"> 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. </reference>
		<reference numeration="26" content_type="text"> 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. </reference>
		<reference numeration="27" content_type="text"> 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, last access: April 2008. </reference>
		<reference numeration="28" content_type="text"> Ontario Ministry of Environment, Transboundary Air Pollution in Ontario. www.ene.gov.on.ca/envision/techdocs/5158e/index.htm (last access: April 2008), 2005. </reference>
		<reference numeration="29" content_type="text"> 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. </reference>
		<reference numeration="30" content_type="text"> Poissant, L.: Potential Sources of Atmospheric Total Gaseous Mercury in the St Lawrence River Valley, Atmos. Environ., 33, 2537–2547, 1999. </reference>
		<reference numeration="31" content_type="text"> Poissant, L.: Total Gaseous Mercury in Québec (Canada) in 1998, Sci. Total Environ., 259, 191–201, 2000. </reference>
		<reference numeration="32" content_type="text"> Poissant, L., Dommergue, A., and Ferrari, C. P.: Mercury as a Global Pollutant, Journal De Physique, IV, 12, 143–160, 2002. </reference>
		<reference numeration="33" content_type="text"> 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. </reference>
		<reference numeration="34" content_type="text"> Rolph, G. D.: Real-time Environmental Applications and Display sYstem (READY) Website (www.arl.noaa.gov/ready/hysplit4.html), NOAA Air Resources Laboratory, Silver Spring, MD, (last access: April 2008), 2003. </reference>
		<reference numeration="35" content_type="text"> Rutter, A. P., Schauer, J. J., Lough, G. C., Snyder, D. C., Kolb, C. J., 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. </reference>
		<reference numeration="36" content_type="text"> 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, 2009. </reference>
		<reference numeration="37" content_type="text"> Song, X., Cheng, I., and Lu, J.: Annual atmospheric mercury species in Downtown Toronto, Canada, J. Environ. Monit., 11, 660–669, 2009. </reference>
		<reference numeration="38" content_type="text"> Sprovieri, F. and Pirrone N.: Spatial and temporal distribution of atmospheric mercury species over the Adriatic Seas, Environ. Fluid Mech., 8, 117–128, 2008. </reference>
		<reference numeration="39" content_type="text"> 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. </reference>
		<reference numeration="40" content_type="text"> Statistics Canada, 2006 Community Profiles, http://www12.statcan.ca/census-recensement/index-eng.cfm, last access: April 2008. </reference>
		<reference numeration="41" content_type="text"> St Denis, M., Song, X., Lu, J. Y., and Feng, X.: Atmospheric Gaseous Elemental Mercury in Downtown Toronto, Atmos. Environ., 40, 4016–4024, 2006. </reference>
		<reference numeration="42" content_type="text"> Swain, E. B., Engstrom, D. R., Brigham, M. E., Henning, T. A., and Brezonik, P. L.: Increasing Rates of Atmospheric Mercury Deposition in Midcontinental North America, Science, 257, 784–787, 1992. </reference>
		<reference numeration="43" content_type="text"> Tekran Inc.: Tekran 2537A Mercury Vapour Analyzer User&apos;s Manual, Toronto, Canada, 2006. </reference>
		<reference numeration="44" content_type="text"> 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. </reference>
		<reference numeration="45" content_type="text"> United States Environmental Protection Agency (USEPA): Toxic Release Inventory: www.epa.gov/mercury/regs.htm, last access: April 2008. </reference>
		<reference numeration="46" content_type="text"> Zeng, Y. and Hopke, P. K.: A study of the sources of acid precipitation in Ontario, Canada, Atmos. Environ., 23, 1499–1509, 1989. </reference>
	</references>
</article>

