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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Environ. Sci.</journal-id>
<journal-title>Frontiers in Environmental Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Environ. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-665X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">773327</article-id>
<article-id pub-id-type="doi">10.3389/fenvs.2021.773327</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Environmental Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Seasonal Variations of the Mercury Multiple Isotopic Compositions of Subrural and Urban Aerosols Highlight an Additional Atmospheric Hg<sup>0</sup> Oxidation Pathway</article-title>
<alt-title alt-title-type="left-running-head">AuYang et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Mercury Isotopes in Montreal Aerosols</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>AuYang</surname>
<given-names>David</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1473131/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Chen</surname>
<given-names>Jiubin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1078532/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zheng</surname>
<given-names>Wang</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1290747/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lang</surname>
<given-names>Yunchao</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Yina</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Zhongwei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Yuanyuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Yulong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1556263/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Ke</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1573824/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cai</surname>
<given-names>Hongming</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yuan</surname>
<given-names>Wei</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Widory</surname>
<given-names>David</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/850292/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>State Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences</institution>, <addr-line>Guiyang</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Institute of Surface-Earth System Science, Tianjin University</institution>, <addr-line>Tianjin</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Qiushi Honors College, Tianjin University</institution>, <addr-line>Tianjin</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>GEOTOP/ Universit&#xe9; du Qu&#xe9;bec &#xe0; Montreal</institution>, <addr-line>Montr&#xe9;al</addr-line>, <addr-line>QC</addr-line>, <country>Canada</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/508649/overview">Adrien Mestrot</ext-link>, University of Bern, Switzerland</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1465001/overview">Carl Mitchell</ext-link>, University of Toronto Scarborough, Canada</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1061156/overview">Rute Isabel Ces&#xe1;rio</ext-link>, University of Lisbon, Portugal</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: David AuYang, <email>auyangdavid@gmail.com</email>; Jiubin Chen, <email>jbchen@tju.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Biogeochemical Dynamics, a section of the journal Frontiers in Environmental Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>01</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>773327</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>12</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 AuYang, Chen, Zheng, Lang, Wang, Wang, Zhang, Liu, Zhang, Cai, Yuan and Widory.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>AuYang, Chen, Zheng, Lang, Wang, Wang, Zhang, Liu, Zhang, Cai, Yuan and Widory</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>The mechanisms triggering the large variations in the mercury (Hg) multiple isotopic compositions of atmospheric particle-bound Hg worldwide still remain unclear. The comparison of Hg isotopic compositions in aerosols collected in urban and rural areas may help distinguish the effects of natural processes from those of anthropogenic inputs. We thus investigated the Hg isotopic compositions of PM<sub>10</sub> aerosols collected seasonally during 2015 at two monitoring stations on Montreal Island, one located downtown and the other in its westernmost subrural part, barely impacted by the city anthropogenic emissions. Our results show that, while Hg isotopic compositions present no seasonality at the urban station, possibly due to constant anthropogenic emissions, the subrural samples display clear seasonal variations, with higher &#x394;<sup>199</sup>Hg and &#x394;<sup>200</sup>Hg values (up to 0.77 and 0.12&#x2030;, respectively) during summer and close to 0&#x2030; during the rest of the year, that cannot solely be explained by anthropogenic primary emissions. Besides, &#x394;<sup>200</sup>Hg measured in the subrural aerosols display a positive correlation with O<sub>3</sub> suggesting the implication of secondary processes involving ozone. We propose that the significant summer shift in the multiple Hg isotopic compositions may reflect a transition in the corresponding Hg<sup>0</sup> oxidation pathway, from halogens-triggered to ozone-dominated reactions. Still, this hypothesis needs to be further tested. Nevertheless, it demonstrates that Hg isotopes are effective at characterizing secondary processes that control its atmospheric budget, even at a local scale (i.e.,&#x20;urban vs subrural) and could thus be used to better constrain its atmospheric chemistry in various environments.</p>
</abstract>
<kwd-group>
<kwd>mass-independent fractionation (MIF)</kwd>
<kwd>mercury isotope</kwd>
<kwd>aerosols</kwd>
<kwd>oxidation</kwd>
<kwd>ozone</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Mercury (Hg) is a toxic element that has the ability to be remobilized at large scales in the atmosphere following successive oxidation and reduction reactions. Gaseous elemental mercury (Hg<sup>0</sup>), the dominant Hg form in the atmosphere, is relatively stable and has a relatively long lifetime of 0.5 to 1&#xa0;year that allows it to be transported over long distances worldwide (<xref ref-type="bibr" rid="B53">Selin 2009</xref>). Hg<sup>0</sup> can be oxidized into reactive mercury (Hg<sup>II</sup>) through several possible pathways [e.g., <xref ref-type="bibr" rid="B56">Si et&#x20;al. (2018)</xref>]. Hg<sup>II</sup> can then be incorporated into particles by adsorption [see <xref ref-type="bibr" rid="B56">Si et&#x20;al. (2018)</xref>], forming particles bound mercury (PBM). Once deposited, Hg<sup>II</sup> may be transformed into methylmercury in aquatic system (MeHg<sup>&#x2b;</sup>) that can then bioaccumulate in living aquatic organisms and ultimately impact Human health (<xref ref-type="bibr" rid="B62">Sunderland 2007</xref>). This emphasizes the need to better constrain the different oxidation pathways that Hg<sup>0</sup> undergoes in the atmosphere. However, the dominant oxidation and reduction mechanisms controlling atmospheric Hg, and their respective reaction rates, are still subject to debate (<xref ref-type="bibr" rid="B51">Saiz-Lopez et&#x20;al., 2018</xref>) as discrepancies between the observed and modelled residence time and spatiotemporal distribution of Hg<sup>0</sup> remain (<xref ref-type="bibr" rid="B33">Horowitz et&#x20;al., 2017</xref>).</p>
<p>The study of the Hg isotopic systematics may help distinguish and identify the different oxidation pathways involved. Hg possesses seven stable isotopes, <sup>196</sup>Hg, <sup>198</sup>Hg, <sup>199</sup>Hg, <sup>200</sup>Hg, <sup>201</sup>Hg, <sup>202</sup>Hg, and <sup>204</sup>Hg with respective abundances of 0.15, 9.97, 16.87, 23.10, 13.18, 29.86 and 6.87%. Previous studies showed the Hg multi-isotopic compositions in particular the use of Mass dependent Fractionation and Mass Independent Fractionation (MDF and MIF respectively, see Methods for definitions) as powerful tracers of Hg sources, allowing the characterization of the processes that control Hg budget in the atmosphere (<xref ref-type="bibr" rid="B49">Rolison et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B15">Das et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B24">Fu et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B77">Yu et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B84">Zheng et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B73">Xu et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B25">Fu et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B35">Huang et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B72">Xu et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B80">Zhang et&#x20;al., 2020</xref>). Previous studies have shown that aerosols collected in various regions are characterized by &#x394;<sup>199</sup>Hg varying from &#x2212;1.50 to 1.50&#x2030;, &#x394;<sup>200</sup>Hg varying from &#x2212;0.20 to 1.20&#x2030; and &#x394;<sup>201</sup>Hg varying from &#x2212;1.50 to 1.50&#x2030; (<xref ref-type="bibr" rid="B49">Rolison et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B15">Das et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B77">Yu et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B73">Xu et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B25">Fu et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B35">Huang et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B72">Xu et&#x20;al., 2019</xref>). Mass-Independent Fractionation of odd Hg isotopes (odd-MIF; i.e.,&#x20;&#x394;<sup>199</sup>Hg and &#x394;<sup>201</sup>Hg) are mainly caused by the magnetic isotope effect (MIE) and the nuclear volume effects (NVE) (<xref ref-type="bibr" rid="B2">Bergquist et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B9">Buchachenko 2013</xref>; <xref ref-type="bibr" rid="B10">Cai et&#x20;al., 2016</xref>) and are mainly produced during photochemical reduction of Hg<sup>2&#x2b;</sup>, MeHg photo-demethylation, abiotic dark reduction and liquid-vapor evaporation (<xref ref-type="bibr" rid="B2">Bergquist et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B20">Estrade et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B83">Zheng et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B82">Zheng et&#x20;al., 2010</xref>). These processes produce specific &#x394;<sup>199</sup>Hg/&#x394;<sup>201</sup>Hg ratios, rendering this parameter a unique tool for characterizing the biogeochemical processes that Hg undergoes in the environment (<xref ref-type="bibr" rid="B2">Bergquist et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B83">Zheng et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B55">Sherman et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B59">Sun et&#x20;al., 2016</xref>). On the other hand, the mechanisms triggering even-MIF (i.e.,&#x20;&#x394;<sup>200</sup>Hg and &#x394;<sup>204</sup>Hg) that were reported in many atmosphere-related studies (<xref ref-type="bibr" rid="B55">Sherman et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B13">Chen et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B69">Wang et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B79">Yuan et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B78">Yuan et&#x20;al., 2018</xref>) remain unknown, although some suggested that it may be related to the photochemical oxidation of elemental Hg<sup>0</sup> in the tropopause (<xref ref-type="bibr" rid="B13">Chen et&#x20;al., 2012</xref>) or to specific reactions (e.g., self shielding effect in compact fluorescent lamp (<xref ref-type="bibr" rid="B44">Mead et&#x20;al., 2013</xref>) or a molecular magnetic isotope effect during Hg<sup>II</sup> photoreduction (<xref ref-type="bibr" rid="B23">Fu et&#x20;al., 2021</xref>)). More recently, <xref ref-type="bibr" rid="B59">Sun et&#x20;al. (2016)</xref> proposed that the oxidation of Hg<sup>0</sup> by halogen atoms also produces both odd- and even-MIF, suggesting the potential for oxidation reactions to trigger MIF of Hg isotopes, especially in atmospheric samples such as aerosols.</p>
<p>It must be noted that most of the reported odd and even-MIF measured in aerosols cannot be fully explained by these processes, and thus remain subject to debate. Atmospheric PBM results from 1) direct emissions of anthropogenic sources, whose contributions may account for 40% of the total PBM in polluted areas (<xref ref-type="bibr" rid="B71">Xiao et&#x20;al., 1991</xref>) and/or 2) secondary atmospheric processes like a series of Hg oxidation by halogen atom and/or by OH followed by Hg photoreduction (<xref ref-type="bibr" rid="B31">Holmes et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B58">Subir et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B33">Horowitz et&#x20;al., 2017</xref>). However, to our knowledge, only limited studies focused on the Hg multiple isotopic compositions of aerosols collected in moderately polluted or rural environments (<xref ref-type="bibr" rid="B49">Rolison et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B77">Yu et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B25">Fu et&#x20;al., 2019</xref>) where the influence of those secondary processes (<xref ref-type="bibr" rid="B31">Holmes et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B33">Horowitz et&#x20;al., 2017</xref>) remains rarely investigated (<xref ref-type="bibr" rid="B25">Fu et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B35">Huang et&#x20;al., 2019</xref>). In particular, no study, to our knowledge, has yet been undertaken to compare the Hg isotopic compositions of aerosols collected in urban and subrural areas from a single region, although this should help distinguish the effects of natural processes from those of anthropogenic inputs. In this study, we investigated the Hg multiple isotopic compositions measured in aerosols collected over 1&#xa0;year (i.e.,&#x20;covering the four seasons) at two different stations in Montreal (Canada), an urban and a sub-rural station, in order to constrain the respective impacts of natural and anthropogenic processes on the final Hg isotopic compositions, and to characterize potential mechanisms triggering their corresponding&#x20;MIF.</p>
</sec>
<sec id="s2">
<title>2 Materials and Methods</title>
<sec id="s2-1">
<title>2.1 Sampling Sites</title>
<p>Montreal is considered a relatively lowly air-contaminated city, with an average annual PM<sub>10</sub> (particles with an aerodynamical diameter &#x3c;10&#xa0;&#xb5;m) concentration of 16&#xa0;&#x3bc;g m<sup>&#x2212;3</sup> (<xref ref-type="bibr" rid="B70">World Health Organization 2016</xref>), lower than the 20&#xa0;&#x3bc;g m<sup>&#x2212;3</sup> guidelines set by the WHO. Still, the city exhibits local variations at several monitoring stations and records discrete episodes of air pollutions with concentrations exceeding the mean 50&#xa0;&#x3bc;g m<sup>&#x2212;3</sup> 24-h guidelines (<xref ref-type="bibr" rid="B8">Boulet and Melancon, 2012</xref>; <xref ref-type="bibr" rid="B7">Boulet and Melancon, 2013</xref>). PM<sub>10</sub> aerosols were sampled over a 1-year period in 2015 by the RSQA (R&#xe9;seau de Surveillance de la Qualit&#xe9; de l&#x2019;Air) in Montreal (45&#xb0;N 73&#xb0;W, Canada) and its vicinity, in collaboration with the Ville de Montr&#xe9;al. Two monitoring stations (13 and 98) disseminated onto Montreal Island were selected for their specific environmental conditions (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). Station 13, referred as &#x201c;Drummond,&#x201d; is located downtown and represents the urban background, whereas Station 98 referred as &#x201c;Sainte-Anne de Bellevue&#x201d; is located at the westernmost end of the island, in a semi-rural environment under dominant southwest-northeast blowing winds, and thus represents a station less impacted by local anthropogenic atmospheric emissions (<xref ref-type="bibr" rid="B8">Boulet and Melancon, 2012</xref>). Station 13 is thus expected to collect aerosols of both local and more distant sources, i.e.,&#x20;emitted locally and brought to Montreal, compared to station 98 where aerosols are expected to mostly come from outside the city. Our sampling strategy was thus designed to allow comparing a station mostly affected by local anthropogenic emissions to a station where aerosols are expected to have a remote origin (i.e.,&#x20;aerosols transported to Montreal). At this second station, aerosols are expected to at least partially derive from atmospheric secondary processes. In parallel, major pollutant gases, including ozone (O<sub>3</sub>), sulfur dioxide (SO<sub>2</sub>), nitrogen dioxide (NO<sub>2</sub>), as well as PM<sub>2.5</sub> hourly concentrations were continuously acquired from the R&#xe9;seau de Surveillance de la Qualit&#xe9; de l&#x2019;Air (RSQA) for both stations (<ext-link ext-link-type="uri" xlink:href="http://ville.montreal.qc.ca/">http://ville.montreal.qc.ca/</ext-link>, last access: 02 January 2020). We calculated daily mean concentrations for each compound in order to fit with the 24&#xa0;h sampling period of the aerosols.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Aerosols sampling locations in Montreal.</p>
</caption>
<graphic xlink:href="fenvs-09-773327-g001.tif"/>
</fig>
<p>PM<sub>10</sub> samples and blank samples were also weekly collected by the RSQA on pre-combusted quartz filters using a high volume PM<sub>10</sub> size selective inlet, with an average flow of 1.13&#xa0;m<sup>3</sup> min<sup>&#x2212;1</sup> for a period of 24&#xa0;h (pumped air volume of &#x223c;1627&#xa0;m<sup>3</sup> per filter). Within the sample set, four samples were selected and analyzed each month during an entire year, with two samples collected at station 13 and two others at station 98. Samples selected at each station were collected on the same day during the first 2&#xa0;weeks of each month. Blank filters were analyzed randomly for each site, and yielded Hg concentrations under the analytical detection limit (&#x3c;0.1&#xa0;ppb).</p>
</sec>
<sec id="s2-2">
<title>2.2 Elemental Concentration Measurement</title>
<p>Concentrations of selected soluble inorganic species (Na<sup>2&#x2b;</sup>, K<sup>&#x2b;</sup>, Ca<sup>2&#x2b;</sup>, Mg<sup>2&#x2b;</sup>, NO<sub>3</sub>
<sup>&#x2212;</sup>, SO<sub>4</sub>
<sup>2&#x2212;</sup>, Cl<sup>&#x2212;</sup>) were measured using a Dionex<sup>&#xae;</sup>ICS-90 Ion Chromatography system, after extraction from a 3&#xa0;cm &#xd7; 3&#xa0;cm filter piece with 30&#xa0;ml of Milli-Q water, following the method described by <xref ref-type="bibr" rid="B46">Paris et&#x20;al. (2010)</xref>. Detection limits for these ion species were usually in the order of 5&#xa0;&#xb5;g L<sup>&#x2212;1</sup>, i.e.,&#x20;0.1&#xa0;ng m<sup>&#x2212;3</sup> considering our sampling and extraction protocols. Hg concentrations were measured by cold vapor atomic fluorescence spectroscopy (CVAFS, Tekran 2500) after reducing an aliquot of the pre-concentrated Hg<sup>II</sup> (i.e.,&#x20;acid trap solution) into Hg<sup>0</sup> using SnCl<sub>2</sub>. The Hg<sup>0</sup> was then collected on a gold-coated bead trap and analyzed by CVAFS (<xref ref-type="bibr" rid="B36">Huang et&#x20;al., 2015</xref>).</p>
</sec>
<sec id="s2-3">
<title>2.3 Hg Multiple Isotopic Compositions Measurement</title>
<p>Aerosol filters were combusted using the dual-stage protocol described in <xref ref-type="bibr" rid="B36">Huang et&#x20;al. (2015)</xref> to concentrate Hg. Briefly, each filter was introduced into a quartz tube that then underwent two successive combustions first at 950&#xb0;C, followed by a combustion at 1000&#xb0;C for a total time of 3.5&#xa0;h to decompose the Hg<sup>II</sup> present under the form of Hg<sub>p</sub> into vapor Hg<sup>0</sup> (<xref ref-type="bibr" rid="B60">Sun et&#x20;al., 2013</xref>). The combustion products, Hg<sup>0</sup> (and other compounds if any), were purged using Hg-free O<sub>2</sub>, and bubbled through a 5&#xa0;ml HNO<sub>3</sub>-HCl-H<sub>2</sub>O mixture (2:4:9) acid trap (<xref ref-type="bibr" rid="B60">Sun et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B36">Huang et&#x20;al., 2015</xref>). The generated solution was then transferred into a pre-cleaned glass bottle. 50&#xa0;&#xb5;l of 0.2&#xa0;M BrCl were then added to fully convert Hg<sup>0</sup> into&#x20;Hg<sup>II</sup>.</p>
<p>Hg<sup>II</sup> was then converted back into Hg<sup>0</sup> by reacting with SnCl<sub>2</sub> and injected into a multi-collector inductively coupled plasma mass spectrometer (MC-ICPMS; Neptune plus) simultaneously with Tl, which was used as an internal standard to correct for the instrumental mass bias (<xref ref-type="bibr" rid="B4">Blum et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B75">Yin et&#x20;al., 2016</xref>). A high concentration of Tl (20&#xa0;ppb) was injected with each sample to prevent the formation of Hg hybrids during the analysis (<xref ref-type="bibr" rid="B75">Yin et&#x20;al., 2016</xref>). The faraday cups were positioned to collect <sup>198</sup>Hg (L3), <sup>199</sup>Hg (L2), <sup>200</sup>Hg (L1), <sup>201</sup>Hg (C), <sup>202</sup>Hg (H1), <sup>203</sup>Tl (H2), and <sup>205</sup>Tl (H3). Hg multi-isotopic compositions were then determined by standard bracketing using the Hg NIST 3133 international standard. The Hg isotopic compositions are expressed as (<xref ref-type="bibr" rid="B4">Blum et&#x20;al., 2007</xref>):<disp-formula id="e1">
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<mml:mo>&#x3d;</mml:mo>
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<mml:mmultiscripts>
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<mml:mrow>
<mml:mn>198</mml:mn>
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<mml:mtext>std</mml:mtext>
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<mml:mo>&#x2212;</mml:mo>
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<mml:mo>&#xd7;</mml:mo>
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<label>(1)</label>
</disp-formula>Where x &#x3d; 199, 200, 201, 202, 204, and &#x201c;std&#x201d; is the NIST SRM 3133 Hg international standard. In general, the Hg multiple isotopic ratios are related to each other according to their mass, called the mass-dependent fractionation (MDF), which is expressed as follows (<xref ref-type="bibr" rid="B76">Young et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B16">Dauphas et&#x20;al., 2016</xref>):<disp-formula id="e2">
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<mml:mmultiscripts>
<mml:mtext>&#x3b1;</mml:mtext>
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<mml:mtext>y</mml:mtext>
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<mml:mo>&#x3d;</mml:mo>
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<mml:mtext>&#x3b1;</mml:mtext>
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</mml:mrow>
<mml:mo>)</mml:mo>
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</mml:mrow>
<mml:mrow>
<mml:mtext>y&#x3b2;</mml:mtext>
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<label>(2)</label>
</disp-formula>Where <sup>y</sup>&#x3b1; is either <sup>199</sup>&#x3b1;, <sup>200</sup>&#x3b1;, <sup>201</sup>&#x3b1; or <sup>204</sup>&#x3b1; and <sup>y</sup>&#x3b2; is either <sup>199</sup>&#x3b2;, <sup>200</sup>&#x3b2;, <sup>201</sup>&#x3b2; or <sup>204</sup>&#x3b2;. The <sup>3y</sup>&#x3b2; -exponent describes the relative fractionation of <sup>y</sup>Hg/<sup>198</sup>Hg compared to <sup>202</sup>Hg/<sup>198</sup>Hg where <sup>199</sup>&#x3b2;, <sup>200</sup>&#x3b2;, <sup>201</sup>&#x3b2; and <sup>204</sup>&#x3b2;-values are respectively 0.252, 0.502, 0.752 and 1.493 under equilibrium (<xref ref-type="bibr" rid="B4">Blum et&#x20;al., 2007</xref>). The &#x3b1;-notation corresponds to the different isotopic fractionation factors between <sup>198</sup>Hg and any of the other isotopes. For the oxidation of Hg<sup>0</sup> into Hg<sup>II</sup>, &#x3b1; is defined as follows (expressed here for the oxidation of Hg<sup>0</sup> into Hg<sup>II</sup>):<disp-formula id="equ1">
<mml:math id="m3">
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<mml:msub>
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<mml:mmultiscripts>
<mml:mtext>H</mml:mtext>
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</mml:mrow>
<mml:mrow>
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<mml:mtext>0</mml:mtext>
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<mml:mrow>
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<mml:mo>&#x2b;</mml:mo>
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<mml:mrow>
<mml:mtext>&#x3b4;</mml:mtext>
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<mml:mtext>Hg</mml:mtext>
<mml:mn>0</mml:mn>
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<mml:mrow>
<mml:mn>1000</mml:mn>
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<mml:mo>&#x2b;</mml:mo>
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</p>
<p>Any deviation of the Hg isotopic ratios from MDF is defined as the mass-independent fractionation (MIF) and is represented by the &#x201c;capital delta&#x201d; notation (&#x394;<sup>&#xd7;</sup>Hg, in &#x2030;) defined following (<xref ref-type="bibr" rid="B22">Farquhar and Wing, 2003</xref>; <xref ref-type="bibr" rid="B4">Blum et&#x20;al., 2007</xref>):<disp-formula id="e3">
<mml:math id="m4">
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mrow>
<mml:mn>199</mml:mn>
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</mml:msup>
<mml:mtext>Hg</mml:mtext>
<mml:mo>&#x3d;</mml:mo>
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<mml:mrow>
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<mml:mrow>
<mml:mtext>&#x3b4;</mml:mtext>
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<mml:none/>
<mml:mrow>
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<mml:mrow>
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<mml:mo>&#x2b;</mml:mo>
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<mml:mo>&#x2212;</mml:mo>
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<mml:mrow>
<mml:mo>(</mml:mo>
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<mml:mrow>
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<mml:mmultiscripts>
<mml:mtext>H</mml:mtext>
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<mml:none/>
<mml:mrow>
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</mml:mmultiscripts>
<mml:mtext>g</mml:mtext>
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<mml:mrow>
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<mml:mo>}</mml:mo>
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<mml:mo>&#x2b;</mml:mo>
<mml:mn>1</mml:mn>
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</mml:mrow>
<mml:mo>)</mml:mo>
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<mml:mi mathvariant="normal">&#x394;</mml:mi>
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<mml:mn>200</mml:mn>
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</mml:msup>
<mml:mtext>Hg</mml:mtext>
<mml:mo>&#x3d;</mml:mo>
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<mml:mtext>&#x3b4;</mml:mtext>
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<mml:mn>200</mml:mn>
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<mml:mtext>g</mml:mtext>
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<mml:mrow>
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<mml:mo>)</mml:mo>
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<mml:mo>&#x2212;</mml:mo>
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<mml:mtext>&#x3b4;</mml:mtext>
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<mml:mtext>H</mml:mtext>
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<mml:none/>
<mml:mrow>
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<mml:mtext>g</mml:mtext>
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<mml:mrow>
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<mml:mtext>Hg</mml:mtext>
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<mml:mo>&#x2212;</mml:mo>
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<mml:mfrac bevelled="true">
<mml:mrow>
<mml:mtext>&#x3b4;</mml:mtext>
<mml:mmultiscripts>
<mml:mtext>H</mml:mtext>
<mml:mprescripts/>
<mml:none/>
<mml:mrow>
<mml:mn>202</mml:mn>
</mml:mrow>
</mml:mmultiscripts>
<mml:mtext>g</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mn>1000</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>}</mml:mo>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
</p>
<p>The NIST 3177 standard was also regularly analyzed with concentrations matching those of the aerosol samples (i.e.,&#x20;2&#xa0;ppb) to control the instrument stability and to guarantee the measurement quality (<xref ref-type="bibr" rid="B28">Geng et&#x20;al., 2018</xref>). Repeated analyses (<italic>n</italic>&#x20;&#x3d; 22) of the NIST 3177 standard yielded &#x3b4;<sup>202</sup>Hg &#x3d; &#x2212;0.52&#x20;&#xb1; 0.03&#x2030; (2&#x3c3;), &#x394;<sup>199</sup>Hg &#x3d; &#x2212;0.02&#x20;&#xb1; 0.05&#x2030; (2&#x3c3;), &#x394;<sup>200</sup>&#xa0;Hg &#x3d; 0.01&#x20;&#xb1; 0.03&#x2030; (2&#x3c3;), &#x394;<sup>201</sup>&#xa0;Hg &#x3d; &#x2212;0.01&#x20;&#xb1; 0.02&#x2030; (2&#x3c3;) relative to NIST 3133, consistent with previous reported values (<xref ref-type="bibr" rid="B69">Wang et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B14">Chen et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B59">Sun et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B78">Yuan et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B25">Fu et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B80">Zhang et&#x20;al., 2020</xref>). A Chinese loamy sand CRM024, used as a second certified reference material, with a Hg concentration of 0.71&#xa0;ppm was also analyzed (<italic>n</italic>&#x20;&#x3d; 8). The result yielded a recovery of 104&#x20;&#xb1; 7% after pre-concentration by dual-stage combustion, and &#x3b4;<sup>202</sup>Hg &#x3d; &#x2212;1.43&#x20;&#xb1; 0.08&#x2030; (2&#x3c3;), &#x394;<sup>199</sup>Hg &#x3d; 0.03&#x20;&#xb1; 0.02&#x2030; (2&#x3c3;), &#x394;<sup>200</sup>&#xa0;Hg &#x3d; &#x2212;0.00&#x20;&#xb1; 0.02&#x2030; (2&#x3c3;), &#x394;<sup>201</sup>&#xa0;Hg &#x3d; 0.00&#x20;&#xb1; 0.01&#x2030; (2&#x3c3;), in good agreement with the Hg isotopic compositions reported by <xref ref-type="bibr" rid="B36">Huang et&#x20;al. (2015)</xref>.</p>
</sec>
<sec id="s2-4">
<title>2.4 HYSPLIT Back-Trajectories Modelling and Statistical Methods</title>
<p>To investigate potential relationships between air masses and the aerosol Hg multi-isotopic compositions, we modelled daily 72&#xa0;h back-trajectories at a 10&#xa0;m agl height using HYSPLIT (Hybrid Single Particles Lagrangien Integrated Trajectory) for each sample. The model used NCEP-NCAR reanalysis data fields, using a 2.5-degree latitude-longitude global grid with a time resolution of 6&#xa0;h obtained from the Air Resources Laboratory (ARL). Back-trajectories were ultimately incorporated into a map generated by GMT (Generic mapping tools).</p>
<p>The significance of each correlation was calculated using a Spearman Correlation, as this non-parametrical test does not carry any assumption about the data distribution and is not sensitive to outliers.</p>
</sec>
</sec>
<sec id="s3">
<title>3 Results</title>
<p>Mercury multi-isotopic compositions in aerosols from stations 13 and 98 are reported in <xref ref-type="table" rid="T1">Tables 1</xref>, <xref ref-type="table" rid="T2">2</xref>, respectively. For downtown station 13 (<italic>n</italic>&#x20;&#x3d; 24), &#x3b4;<sup>202</sup>Hg vary from &#x2212;4.00 to &#x2212;1.30&#x2030; with a mean value of &#x2212;2.65&#x20;&#xb1; 0.63&#x2030; (2&#x3c3;), &#x394;<sup>199</sup>Hg from &#x2212;0.06 to 0.33&#x2030; with a mean value of 0.08&#x20;&#xb1; 0.08&#x2030; (2&#x3c3;), &#x394;<sup>200</sup>Hg from &#x2212;0.04 to 0.07&#x2030; with a mean value of 0.02&#x20;&#xb1; 0.02&#x2030; (2&#x3c3;) and &#x394;<sup>201</sup>Hg from &#x2212;0.02 to 0.32&#x2030; with a mean-value of 0.02&#x20;&#xb1; 0.07&#x2030; (2&#x3c3;). For subrural station 98 (<italic>n</italic>&#x20;&#x3d; 24), &#x3b4;<sup>202</sup>Hg vary from &#x2212;3.70 to &#x2212;1.20&#x2030; with a mean-value of &#x2212;2.46&#x20;&#xb1; 0.56&#x2030; (2&#x3c3;), &#x394;<sup>199</sup>Hg from &#x2212;0.07 to 0.78&#x2030; with a mean-value of 0.14&#x20;&#xb1; 0.22&#x2030; (2&#x3c3;), &#x394;<sup>200</sup>Hg from &#x2212;0.04 to 0.12&#x2030; with a mean-value of 0.03&#x20;&#xb1; 0.04&#x2030; (2&#x3c3;) and &#x394;<sup>201</sup>Hg from &#x2212;0.10 to 0.69&#x2030; with a mean-value of 0.06&#x20;&#xb1; 0.18&#x2030; (2&#x3c3;). A comparison with the values available in the literature is provided in the <xref ref-type="sec" rid="s10">Supplementary Materials</xref>. Overall, the mean values for Hg isotope compositions are very close for each of the compared stations.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Mercury multi-isotopic compositions and major anions and cations measured in aerosol samples collected in Montreal. Corresponding O<sub>3</sub> concentrations, measured at station 13, are also reported.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="16" align="center">Station 13</th>
</tr>
<tr>
<th rowspan="2" align="left">Date</th>
<th align="center">Hg</th>
<th align="center">&#x3b4;<sup>202</sup>Hg</th>
<th align="center">&#x394;<sup>201</sup>Hg</th>
<th align="center">&#x394;<sup>200</sup>Hg</th>
<th align="center">&#x394;<sup>199</sup>Hg</th>
<th align="center">Cl<sup>&#x2212;</sup>
</th>
<th align="center">NO<sub>3</sub>
<sup>&#x2212;</sup>
</th>
<th align="center">SO<sub>4</sub>
<sup>2&#x2212;</sup>
</th>
<th align="center">Ca<sup>2&#x2b;</sup>
</th>
<th align="center">K<sup>&#x2b;</sup>
</th>
<th align="center">Mg<sup>2&#x2b;</sup>
</th>
<th align="center">Na<sup>2&#x2b;</sup>
</th>
<th align="center">O<sub>3</sub>
</th>
<th align="center">NO</th>
<th align="center">NO<sub>2</sub>
</th>
</tr>
<tr>
<th align="center">ng.m<sup>&#x2212;3</sup>
</th>
<th align="center">&#xb1; 0.1&#x2030; (1&#x3c3;)</th>
<th align="center">&#xb1; 0.02&#x2030; (1&#x3c3;)</th>
<th align="center">&#xb1; 0.02&#x2030; (1&#x3c3;)</th>
<th align="center">&#xb1; 0.01&#x2030; (1&#x3c3;)</th>
<th align="center">ng.m<sup>&#x2212;3</sup>
</th>
<th align="center">ng.m<sup>&#x2212;3</sup>
</th>
<th align="center">ng.m<sup>&#x2212;3</sup>
</th>
<th align="center">ng.m<sup>&#x2212;3</sup>
</th>
<th align="center">ng.m<sup>&#x2212;3</sup>
</th>
<th align="center">ng.m<sup>&#x2212;3</sup>
</th>
<th align="center">ng.m<sup>&#x2212;3</sup>
</th>
<th align="center">ppb</th>
<th align="center">ppb</th>
<th align="center">ppb</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">12-01-15</td>
<td align="center">35.7</td>
<td align="center">&#x2212;4.0</td>
<td align="center">0.01</td>
<td align="center">0.04</td>
<td align="center">0.18</td>
<td align="center">6.35</td>
<td align="center">11.04</td>
<td align="center">7.21</td>
<td align="center">9.61</td>
<td align="center">0.68</td>
<td align="center">0.14</td>
<td align="center">12.52</td>
<td align="center">13.1</td>
<td align="center">14.7</td>
<td align="center">23.6</td>
</tr>
<tr>
<td align="left">17-01-15</td>
<td align="center">1481.7</td>
<td align="center">&#x2212;2.9</td>
<td align="center">&#x2212;0.06</td>
<td align="center">0.04</td>
<td align="center">&#x2212;0.02</td>
<td align="center">7.95</td>
<td align="center">16.48</td>
<td align="center">10.31</td>
<td align="center">7.26</td>
<td align="center">1.06</td>
<td align="center">0.28</td>
<td align="center">14.17</td>
<td align="center">20.9</td>
<td align="center">6.7</td>
<td align="center">16.8</td>
</tr>
<tr>
<td align="left">17-02-15</td>
<td align="center">240.3</td>
<td align="center">&#x2212;2.3</td>
<td align="center">0.02</td>
<td align="center">0.04</td>
<td align="center">0.03</td>
<td align="center">43.19</td>
<td align="center">14.03</td>
<td align="center">10.09</td>
<td align="center">6.72</td>
<td align="center">1.18</td>
<td align="center">0.32</td>
<td align="center">38.52</td>
<td align="center">10.6</td>
<td align="center">24.0</td>
<td align="center">30.1</td>
</tr>
<tr>
<td align="left">23-02-15</td>
<td align="center">3289.2</td>
<td align="center">&#x2212;2.2</td>
<td align="center">&#x2212;0.06</td>
<td align="center">0.00</td>
<td align="center">0.00</td>
<td align="center">10.22</td>
<td align="center">3.80</td>
<td align="center">7.53</td>
<td align="center">4.71</td>
<td align="center">0.64</td>
<td align="center">0.19</td>
<td align="center">11.36</td>
<td align="center">18.9</td>
<td align="center">10.1</td>
<td align="center">12.7</td>
</tr>
<tr>
<td align="left">01-03-15</td>
<td align="center">419.6</td>
<td align="center">&#x2212;2.5</td>
<td align="center">&#x2212;0.05</td>
<td align="center">0.01</td>
<td align="center">&#x2212;0.01</td>
<td align="center">36.11</td>
<td align="center">16.17</td>
<td align="center">11.68</td>
<td align="center">7.09</td>
<td align="center">1.12</td>
<td align="center">0.25</td>
<td align="center">35.67</td>
<td align="center">28.9</td>
<td align="center">3.7</td>
<td align="center">21.7</td>
</tr>
<tr>
<td align="left">07-03-15</td>
<td align="center">93.4</td>
<td align="center">&#x2212;2.4</td>
<td align="center">&#x2212;0.02</td>
<td align="center">0.07</td>
<td align="center">&#x2212;0.01</td>
<td align="center">8.09</td>
<td align="center">20.65</td>
<td align="center">13.78</td>
<td align="center">7.45</td>
<td align="center">0.97</td>
<td align="center">0.28</td>
<td align="center">17.73</td>
<td align="center">34.1</td>
<td align="center">4.3</td>
<td align="center">18.0</td>
</tr>
<tr>
<td align="left">06-04-15</td>
<td align="center">1660.5</td>
<td align="center">&#x2212;2.0</td>
<td align="center">&#x2212;0.03</td>
<td align="center">&#x2212;0.01</td>
<td align="center">0.01</td>
<td align="center">5.00</td>
<td align="center">7.45</td>
<td align="center">7.82</td>
<td align="center">6.86</td>
<td align="center">0.55</td>
<td align="center">0.15</td>
<td align="center">8.47</td>
<td align="center">26.3</td>
<td align="center">4.8</td>
<td align="center">16.2</td>
</tr>
<tr>
<td align="left">12-04-15</td>
<td align="center">789.7</td>
<td align="center">&#x2212;3.0</td>
<td align="center">0.06</td>
<td align="center">0.05</td>
<td align="center">0.09</td>
<td align="center">0.67</td>
<td align="center">6.20</td>
<td align="center">5.83</td>
<td align="center">6.68</td>
<td align="center">0.47</td>
<td align="center">0.16</td>
<td align="center">4.50</td>
<td align="center">36.2</td>
<td align="center">2.4</td>
<td align="center">8.8</td>
</tr>
<tr>
<td align="left">06-05-15</td>
<td align="center">263.4</td>
<td align="center">&#x2212;2.1</td>
<td align="center">0.04</td>
<td align="center">0.04</td>
<td align="center">0.11</td>
<td align="center">0.97</td>
<td align="center">5.32</td>
<td align="center">5.31</td>
<td align="center">6.72</td>
<td align="center">0.63</td>
<td align="center">0.22</td>
<td align="center">4.22</td>
<td align="center">25.8</td>
<td align="center">12.1</td>
<td align="center">18.2</td>
</tr>
<tr>
<td align="left">12-05-15</td>
<td align="center">378.6</td>
<td align="center">&#x2212;1.6</td>
<td align="center">0.03</td>
<td align="center">&#x2212;0.04</td>
<td align="center">0.03</td>
<td align="center">0.38</td>
<td align="center">4.82</td>
<td align="center">6.93</td>
<td align="center">4.88</td>
<td align="center">0.56</td>
<td align="center">0.13</td>
<td align="center">4.77</td>
<td align="center">21.2</td>
<td align="center">8.8</td>
<td align="center">12.0</td>
</tr>
<tr>
<td align="left">05-06-15</td>
<td align="center">311.1</td>
<td align="center">&#x2212;2.5</td>
<td align="center">&#x2212;0.01</td>
<td align="center">0.02</td>
<td align="center">0.07</td>
<td align="center">0.42</td>
<td align="center">6.04</td>
<td align="center">5.42</td>
<td align="center">8.28</td>
<td align="center">0.60</td>
<td align="center">0.20</td>
<td align="center">3.81</td>
<td align="center">20.7</td>
<td align="center">8.2</td>
<td align="center">17.6</td>
</tr>
<tr>
<td align="left">11-06-15</td>
<td align="center">773.6</td>
<td align="center">&#x2212;1.6</td>
<td align="center">&#x2212;0.01</td>
<td align="center">0.02</td>
<td align="center">&#x2212;0.02</td>
<td align="center">0.35</td>
<td align="center">2.09</td>
<td align="center">5.01</td>
<td align="center">6.04</td>
<td align="center">0.73</td>
<td align="center">0.18</td>
<td align="center">4.09</td>
<td align="center">23.5</td>
<td align="center">7.1</td>
<td align="center">11.0</td>
</tr>
<tr>
<td align="left">05-07-15</td>
<td align="center">22.1</td>
<td align="center">&#x2212;1.3</td>
<td align="center">0.09</td>
<td align="center">0.03</td>
<td align="center">0.18</td>
<td align="center">0.41</td>
<td align="center">3.59</td>
<td align="center">3.86</td>
<td align="center">4.60</td>
<td align="center">0.69</td>
<td align="center">0.12</td>
<td align="center">4.13</td>
<td align="center">23.8</td>
<td align="center">2.4</td>
<td align="center">7.7</td>
</tr>
<tr>
<td align="left">11-07-15</td>
<td align="center">74.6</td>
<td align="center">&#x2212;2.2</td>
<td align="center">0.32</td>
<td align="center">0.04</td>
<td align="center">0.32</td>
<td align="center">0.23</td>
<td align="center">3.29</td>
<td align="center">4.11</td>
<td align="center">5.34</td>
<td align="center">0.72</td>
<td align="center">0.14</td>
<td align="center">4.02</td>
<td align="center">31.9</td>
<td align="center">3.3</td>
<td align="center">9.2</td>
</tr>
<tr>
<td align="left">04-08-15</td>
<td align="center">869.6</td>
<td align="center">&#x2212;2.9</td>
<td align="center">&#x2212;0.01</td>
<td align="center">0.04</td>
<td align="center">0.02</td>
<td align="center">0.17</td>
<td align="center">3.10</td>
<td align="center">3.55</td>
<td align="center">3.44</td>
<td align="center">0.56</td>
<td align="center">0.13</td>
<td align="center">3.46</td>
<td align="center">30.1</td>
<td align="center">6.2</td>
<td align="center">10.5</td>
</tr>
<tr>
<td align="left">10-08-15</td>
<td align="center">1454.0</td>
<td align="center">&#x2212;2.7</td>
<td align="center">0.01</td>
<td align="center">&#x2212;0.01</td>
<td align="center">0.02</td>
<td align="center">0.70</td>
<td align="center">5.09</td>
<td align="center">5.56</td>
<td align="center">8.30</td>
<td align="center">0.57</td>
<td align="center">0.38</td>
<td align="center">3.78</td>
<td align="center">17.1</td>
<td align="center">8.3</td>
<td align="center">12.9</td>
</tr>
<tr>
<td align="left">03-09-15</td>
<td align="center">231.5</td>
<td align="center">&#x2212;3.1</td>
<td align="center">0.02</td>
<td align="center">0.03</td>
<td align="center">0.08</td>
<td align="center">0.50</td>
<td align="center">3.69</td>
<td align="center">6.86</td>
<td align="center">6.86</td>
<td align="center">0.65</td>
<td align="center">0.32</td>
<td align="center">4.56</td>
<td align="center">19.6</td>
<td align="center">7.5</td>
<td align="center">12.7</td>
</tr>
<tr>
<td align="left">09-09-15</td>
<td align="center">381.2</td>
<td align="center">&#x2212;3.2</td>
<td align="center">0.02</td>
<td align="center">0.02</td>
<td align="center">0.02</td>
<td align="center">0.43</td>
<td align="center">4.13</td>
<td align="center">10.53</td>
<td align="center">8.77</td>
<td align="center">1.02</td>
<td align="center">0.38</td>
<td align="center">5.78</td>
<td align="center">22.0</td>
<td align="center">8.0</td>
<td align="center">14.8</td>
</tr>
<tr>
<td align="left">03-10-15</td>
<td align="center">297.3</td>
<td align="center">&#x2212;3.1</td>
<td align="center">0.00</td>
<td align="center">0.03</td>
<td align="center">0.11</td>
<td align="center">0.80</td>
<td align="center">3.14</td>
<td align="center">2.88</td>
<td align="center">4.18</td>
<td align="center">0.38</td>
<td align="center">0.13</td>
<td align="center">2.87</td>
<td align="center">15.9</td>
<td align="center">4.3</td>
<td align="center">5.8</td>
</tr>
<tr>
<td align="left">09-10-15</td>
<td align="center">134.7</td>
<td align="center">&#x2212;2.6</td>
<td align="center">0.03</td>
<td align="center">0.00</td>
<td align="center">0.16</td>
<td align="center">0.30</td>
<td align="center">5.95</td>
<td align="center">4.89</td>
<td align="center">4.86</td>
<td align="center">0.56</td>
<td align="center">0.14</td>
<td align="center">3.93</td>
<td align="center">8.0</td>
<td align="center">16.8</td>
<td align="center">13.8</td>
</tr>
<tr>
<td align="left">02-11-15</td>
<td align="center">120.9</td>
<td align="center">&#x2212;3.4</td>
<td align="center">&#x2212;0.02</td>
<td align="center">0.02</td>
<td align="center">0.13</td>
<td align="center">0.38</td>
<td align="center">1.85</td>
<td align="center">3.39</td>
<td align="center">2.14</td>
<td align="center">0.35</td>
<td align="center">0.05</td>
<td align="center">2.89</td>
<td align="center">9.3</td>
<td align="center">21.3</td>
<td align="center">17.4</td>
</tr>
<tr>
<td align="left">08-11-15</td>
<td align="center">97.1</td>
<td align="center">&#x2212;3.2</td>
<td align="center">0.01</td>
<td align="center">0.04</td>
<td align="center">0.12</td>
<td align="center">0.17</td>
<td align="center">1.02</td>
<td align="center">2.76</td>
<td align="center">3.76</td>
<td align="center">0.41</td>
<td align="center">0.09</td>
<td align="center">3.29</td>
<td align="center">20.5</td>
<td align="center">3.1</td>
<td align="center">7.0</td>
</tr>
<tr>
<td align="left">02-12-15</td>
<td align="center">54.6</td>
<td align="center">&#x2212;3.1</td>
<td align="center">0.02</td>
<td align="center">0.00</td>
<td align="center">0.12</td>
<td align="center">0.32</td>
<td align="center">3.01</td>
<td align="center">6.20</td>
<td align="center">2.39</td>
<td align="center">0.58</td>
<td align="center">0.084</td>
<td align="center">4.20</td>
<td align="center">3.5</td>
<td align="center">28.9</td>
<td align="center">22.2</td>
</tr>
<tr>
<td align="left">08-12-15</td>
<td align="center">60.8</td>
<td align="center">&#x2212;2.4</td>
<td align="center">0.03</td>
<td align="center">0.05</td>
<td align="center">0.10</td>
<td align="center">1.06</td>
<td align="center">3.35</td>
<td align="center">6.02</td>
<td align="center">5.33</td>
<td align="center">0.62</td>
<td align="center">0.23</td>
<td align="center">4.71</td>
<td align="center">8.2</td>
<td align="center">14.1</td>
<td align="center">18.6</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Mercury multi-isotopic compositions and major anions and cations measured in aerosol samples collected in Montreal. Corresponding O<sub>3</sub> concentrations, measured at station 98, are also reported.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="16" align="center">Station 98</th>
</tr>
<tr>
<th rowspan="2" align="left">Date</th>
<th align="center">Hg</th>
<th align="center">&#x3b4;<sup>202</sup>Hg</th>
<th align="center">&#x394;<sup>201</sup>Hg</th>
<th align="center">&#x394;<sup>200</sup>Hg</th>
<th align="center">&#x394;<sup>199</sup>Hg</th>
<th align="center">Cl<sup>&#x2212;</sup>
</th>
<th align="center">NO<sub>3</sub>
<sup>&#x2212;</sup>
</th>
<th align="center">SO<sub>4</sub>
<sup>2&#x2212;</sup>
</th>
<th align="center">Ca<sup>2&#x2b;</sup>
</th>
<th align="center">K<sup>&#x2b;</sup>
</th>
<th align="center">Mg<sup>2&#x2b;</sup>
</th>
<th align="center">Na<sup>2&#x2b;</sup>
</th>
<th align="center">O<sub>3</sub>
</th>
<th align="center">NO</th>
<th align="center">NO<sub>2</sub>
</th>
</tr>
<tr>
<th align="center">ng.m<sup>&#x2212;3</sup>
</th>
<th align="center">&#xb1; 0.1&#x2030; (1&#x3c3;)</th>
<th align="center">&#xb1; 0.02&#x2030; (1&#x3c3;)</th>
<th align="center">&#xb1; 0.02&#x2030; (1&#x3c3;)</th>
<th align="center">&#xb1; 0.01&#x2030; (1&#x3c3;)</th>
<th align="center">ng.m<sup>&#x2212;3</sup>
</th>
<th align="center">ng.m<sup>&#x2212;3</sup>
</th>
<th align="center">ng.m<sup>&#x2212;3</sup>
</th>
<th align="center">ng.m<sup>&#x2212;3</sup>
</th>
<th align="center">ng.m<sup>&#x2212;3</sup>
</th>
<th align="center">ng.m<sup>&#x2212;3</sup>
</th>
<th align="center">ng.m<sup>&#x2212;3</sup>
</th>
<th align="center">ppb</th>
<th align="center">ppb</th>
<th align="center">ppb</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">12-01-15</td>
<td align="left">27.6</td>
<td align="center">&#x2212;2.909</td>
<td align="center">&#x2212;0.05</td>
<td align="center">0.04</td>
<td align="center">&#x2212;0.02</td>
<td align="center">8.21</td>
<td align="center">8.95</td>
<td align="center">7.26</td>
<td align="center">3.55</td>
<td align="center">0.58</td>
<td align="center">0.07</td>
<td align="center">12.29</td>
<td align="center">23.4</td>
<td align="center">1.4</td>
<td align="center">9.2</td>
</tr>
<tr>
<td align="left">17-01-15</td>
<td align="left">92.7</td>
<td align="center">&#x2212;2.199</td>
<td align="center">0.11</td>
<td align="center">0.08</td>
<td align="center">0.02</td>
<td align="center">7.95</td>
<td align="center">12.46</td>
<td align="center">7.25</td>
<td align="center">4.87</td>
<td align="center">0.99</td>
<td align="center">0.24</td>
<td align="center">13.95</td>
<td align="center">28.8</td>
<td align="center">0.4</td>
<td align="center">6.0</td>
</tr>
<tr>
<td align="left">17-02-15</td>
<td align="left">118.6</td>
<td align="center">&#x2212;1.704</td>
<td align="center">0.11</td>
<td align="center">0.02</td>
<td align="center">0.18</td>
<td align="center">53.31</td>
<td align="center">14.35</td>
<td align="center">9.51</td>
<td align="center">5.95</td>
<td align="center">1.04</td>
<td align="center">0.23</td>
<td align="center">46.13</td>
<td align="center">13.1</td>
<td align="center">21.2</td>
<td align="center">33.8</td>
</tr>
<tr>
<td align="left">23-02-15</td>
<td align="left">1019.9</td>
<td align="center">&#x2212;2.510</td>
<td align="center">&#x2212;0.03</td>
<td align="center">0.02</td>
<td align="center">0.00</td>
<td align="center">13.91</td>
<td align="center">2.76</td>
<td align="center">5.87</td>
<td align="center">3.60</td>
<td align="center">0.60</td>
<td align="center">0.18</td>
<td align="center">13.94</td>
<td align="center">24.7</td>
<td align="center">0.4</td>
<td align="center">4.9</td>
</tr>
<tr>
<td align="left">01-03-15</td>
<td align="left">63.5</td>
<td align="center">&#x2212;2.112</td>
<td align="center">&#x2212;0.09</td>
<td align="center">0.07</td>
<td align="center">&#x2212;0.07</td>
<td align="center">18.70</td>
<td align="center">17.43</td>
<td align="center">9.31</td>
<td align="center">5.50</td>
<td align="center">0.98</td>
<td align="center">0.20</td>
<td align="center">24.19</td>
<td align="center">36.9</td>
<td align="center">1.7</td>
<td align="center">10.8</td>
</tr>
<tr>
<td align="left">07-03-15</td>
<td align="left">140.1</td>
<td align="center">&#x2212;2.144</td>
<td align="center">&#x2212;0.08</td>
<td align="center">0.05</td>
<td align="center">&#x2212;0.04</td>
<td align="center">0.51</td>
<td align="center">21.86</td>
<td align="center">13.44</td>
<td align="center">5.71</td>
<td align="center">0.87</td>
<td align="center">0.30</td>
<td align="center">14.83</td>
<td align="center">43.8</td>
<td align="center">0.3</td>
<td align="center">5.7</td>
</tr>
<tr>
<td align="left">06-04-15</td>
<td align="left">239.1</td>
<td align="center">&#x2212;2.567</td>
<td align="center">0.04</td>
<td align="center">0.03</td>
<td align="center">0.05</td>
<td align="center">0.93</td>
<td align="center">9.92</td>
<td align="center">5.35</td>
<td align="center">7.75</td>
<td align="center">0.51</td>
<td align="center">0.14</td>
<td align="center">5.99</td>
<td align="center">29.1</td>
<td align="center">1.0</td>
<td align="center">7.1</td>
</tr>
<tr>
<td align="left">12-04-15</td>
<td align="left">677.5</td>
<td align="center">&#x2212;2.057</td>
<td align="center">&#x2212;0.06</td>
<td align="center">&#x2212;0.01</td>
<td align="center">&#x2212;0.03</td>
<td align="center">0.15</td>
<td align="center">5.19</td>
<td align="center">6.53</td>
<td align="center">4.04</td>
<td align="center">0.50</td>
<td align="center">0.10</td>
<td align="center">5.32</td>
<td align="center">40.0</td>
<td align="center">0.2</td>
<td align="center">2.2</td>
</tr>
<tr>
<td align="left">06-05-15</td>
<td align="left">14.7</td>
<td align="center">&#x2212;3.389</td>
<td align="center">0.16</td>
<td align="center">0.02</td>
<td align="center">0.37</td>
<td align="center">0.47</td>
<td align="center">5.97</td>
<td align="center">4.50</td>
<td align="center">4.44</td>
<td align="center">0.84</td>
<td align="center">0.21</td>
<td align="center">5.87</td>
<td align="center">31.9</td>
<td align="center">2.6</td>
<td align="center">7.3</td>
</tr>
<tr>
<td align="left">12-05-15</td>
<td align="left">1847.5</td>
<td align="center">&#x2212;1.560</td>
<td align="center">&#x2212;0.06</td>
<td align="center">0.01</td>
<td align="center">0.05</td>
<td align="center">0.24</td>
<td align="center">8.45</td>
<td align="center">9.01</td>
<td align="center">4.14</td>
<td align="center">0.59</td>
<td align="center">0.10</td>
<td align="center">6.67</td>
<td align="center">25.9</td>
<td align="center">0.8</td>
<td align="center">4.2</td>
</tr>
<tr>
<td align="left">05-06-15</td>
<td align="left">390.4</td>
<td align="center">&#x2212;2.100</td>
<td align="center">&#x2212;0.10</td>
<td align="center">&#x2212;0.04</td>
<td align="center">&#x2212;0.01</td>
<td align="center">0.20</td>
<td align="center">5.47</td>
<td align="center">6.40</td>
<td align="center">5.20</td>
<td align="center">0.75</td>
<td align="center">0.22</td>
<td align="center">5.57</td>
<td align="center">25.8</td>
<td align="center">0.9</td>
<td align="center">5.8</td>
</tr>
<tr>
<td align="left">11-06-15</td>
<td align="left">42.5</td>
<td align="center">&#x2212;2.568</td>
<td align="center">0.10</td>
<td align="center">0.04</td>
<td align="center">0.16</td>
<td align="center">0.18</td>
<td align="center">3.02</td>
<td align="center">4.03</td>
<td align="center">4.05</td>
<td align="center">0.73</td>
<td align="center">0.13</td>
<td align="center">4.57</td>
<td align="center">29.1</td>
<td align="center">0.1</td>
<td align="center">2.7</td>
</tr>
<tr>
<td align="left">05-07-15</td>
<td align="left">86.5</td>
<td align="center">&#x2212;3.764</td>
<td align="center">0.24</td>
<td align="center">0.06</td>
<td align="center">0.39</td>
<td align="center">0.28</td>
<td align="center">3.16</td>
<td align="center">4.82</td>
<td align="center">3.48</td>
<td align="center">0.71</td>
<td align="center">0.12</td>
<td align="center">5.03</td>
<td align="center">29.1</td>
<td align="center">0.1</td>
<td align="center">3.0</td>
</tr>
<tr>
<td align="left">11-07-15</td>
<td align="left">44.2</td>
<td align="center">&#x2212;1.215</td>
<td align="center">0.68</td>
<td align="center">0.12</td>
<td align="center">0.77</td>
<td align="center">0.24</td>
<td align="center">13.84</td>
<td align="center">3.91</td>
<td align="center">3.38</td>
<td align="center">0.63</td>
<td align="center">0.08</td>
<td align="center">3.78</td>
<td align="center">35.1</td>
<td align="center">0.0</td>
<td align="center">2.8</td>
</tr>
<tr>
<td align="left">04-08-15</td>
<td align="left">315.9</td>
<td align="center">&#x2212;2.510</td>
<td align="center">0.01</td>
<td align="center">0.04</td>
<td align="center">0.01</td>
<td align="center">0.14</td>
<td align="center">3.40</td>
<td align="center">2.43</td>
<td align="center">2.58</td>
<td align="center">0.37</td>
<td align="center">0.06</td>
<td align="center">2.78</td>
<td align="center">26.5</td>
<td align="center">0.2</td>
<td align="center">2.6</td>
</tr>
<tr>
<td align="left">10-08-15</td>
<td align="left">79.3</td>
<td align="center">&#x2212;2.423</td>
<td align="center">0.31</td>
<td align="center">0.07</td>
<td align="center">0.19</td>
<td align="center">0.33</td>
<td align="center">6.64</td>
<td align="center">4.17</td>
<td align="center">4.76</td>
<td align="center">0.62</td>
<td align="center">0.17</td>
<td align="center">3.92</td>
<td align="center">30.4</td>
<td align="center">1.8</td>
<td align="center">4.3</td>
</tr>
<tr>
<td align="left">03-09-15</td>
<td align="left">100.1</td>
<td align="center">&#x2212;3.085</td>
<td align="center">0.35</td>
<td align="center">0.07</td>
<td align="center">0.77</td>
<td align="center">0.16</td>
<td align="center">4.26</td>
<td align="center">7.04</td>
<td align="center">4.97</td>
<td align="center">0.70</td>
<td align="center">0.16</td>
<td align="center">5.26</td>
<td align="center">27.6</td>
<td align="center">0.2</td>
<td align="center">4.2</td>
</tr>
<tr>
<td align="left">09-09-15</td>
<td align="left">78.4</td>
<td align="center">&#x2212;2.637</td>
<td align="center">0.04</td>
<td align="center">0.02</td>
<td align="center">0.12</td>
<td align="center">1.99</td>
<td align="center">4.15</td>
<td align="center">9.36</td>
<td align="center">5.14</td>
<td align="center">0.72</td>
<td align="center">0.18</td>
<td align="center">5.58</td>
<td align="center">31.1</td>
<td align="center">0.1</td>
<td align="center">3.5</td>
</tr>
<tr>
<td align="left">03-10-15</td>
<td align="left">30.3</td>
<td align="center">&#x2212;2.894</td>
<td align="center">0.01</td>
<td align="center">0.01</td>
<td align="center">0.14</td>
<td align="center">0.40</td>
<td align="center">1.85</td>
<td align="center">2.69</td>
<td align="center">3.13</td>
<td align="center">0.32</td>
<td align="center">0.09</td>
<td align="center">2.59</td>
<td align="center">19.4</td>
<td align="center">0.1</td>
<td align="center">1.3</td>
</tr>
<tr>
<td align="left">09-10-15</td>
<td align="left">84.0</td>
<td align="center">&#x2212;2.961</td>
<td align="center">0.01</td>
<td align="center">&#x2212;0.01</td>
<td align="center">0.11</td>
<td align="center">0.24</td>
<td align="center">2.64</td>
<td align="center">4.78</td>
<td align="center">2.66</td>
<td align="center">0.39</td>
<td align="center">0.08</td>
<td align="center">3.33</td>
<td align="center">13.8</td>
<td align="center">0.3</td>
<td align="center">4.5</td>
</tr>
<tr>
<td align="left">08-11-15</td>
<td align="left">69.3</td>
<td align="center">&#x2212;2.740</td>
<td align="center">&#x2212;0.03</td>
<td align="center">0.00</td>
<td align="center">0.11</td>
<td align="center">0.13</td>
<td align="center">1.26</td>
<td align="center">1.33</td>
<td align="center">0.59</td>
<td align="center">0.30</td>
<td align="center">0.02</td>
<td align="center">2.51</td>
<td align="center">17.1</td>
<td align="center">5.8</td>
<td align="center">4.4</td>
</tr>
<tr>
<td align="left">14-11-15</td>
<td align="left">39.9</td>
<td align="center">&#x2212;2.555</td>
<td align="center">0.01</td>
<td align="center">0.01</td>
<td align="center">0.08</td>
<td align="center">0.12</td>
<td align="center">1.04</td>
<td align="center">2.21</td>
<td align="center">0.61</td>
<td align="center">0.20</td>
<td align="center">0.02</td>
<td align="center">1.55</td>
<td align="center">25.4</td>
<td align="center">0.0</td>
<td align="center">0.8</td>
</tr>
<tr>
<td align="left">02-12-15</td>
<td align="left">90.6</td>
<td align="center">&#x2212;2.566</td>
<td align="center">0.00</td>
<td align="center">&#x2212;0.02</td>
<td align="center">0.07</td>
<td align="center">0.11</td>
<td align="center">3.27</td>
<td align="center">3.57</td>
<td align="center">0.62</td>
<td align="center">0.44</td>
<td align="center">0.04</td>
<td align="center">3.50</td>
<td align="center">4.8</td>
<td align="center">1.5</td>
<td align="center">9.4</td>
</tr>
<tr>
<td align="left">08-12-15</td>
<td align="left">77.4</td>
<td align="center">&#x2212;2.074</td>
<td align="center">&#x2212;0.08</td>
<td align="center">&#x2212;0.02</td>
<td align="center">0.02</td>
<td align="center">0.59</td>
<td align="center">4.18</td>
<td align="center">5.25</td>
<td align="center">4.74</td>
<td align="center">0.42</td>
<td align="center">0.19</td>
<td align="center">3.43</td>
<td align="center">11.3</td>
<td align="center">1.8</td>
<td align="center">12.3</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>A locally weighted scatter plot smoothing (LOWESS) was applied to reveal seasonal variations in the Hg multi-isotopic compositions for each station (<xref ref-type="fig" rid="F2">Figures 2A&#x2013;D</xref>), as this non-parametric fitting provides a flexible approach to represent data without assuming the data must fit a particular type of distribution. As a result, station 98 presents a seasonality, with the highest values observed during summer for both odd (0.78&#x2030;; &#x394;<sup>199</sup>Hg and &#x394;<sup>201</sup>Hg) and even-MIF (0.15&#x2030;; &#x394;<sup>200</sup>Hg), whereas station 13 does not present any seasonality. This suggests that distinct factors control the Hg isotope systematics at stations 13 and&#x20;98.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Hg multi-isotopic compositions. <bold>(A)</bold> &#x3b4;<sup>202</sup>Hg, <bold>(B)</bold> &#x394;<sup>199</sup>Hg, <bold>(C)</bold> &#x394;<sup>200</sup>Hg and <bold>(D)</bold> &#x394;<sup>201</sup>Hg time series in aerosols sampled in Montreal. Locally weighted scatter plot smoothing (LOWESS) is also shown for all Hg isotopic compositions.</p>
</caption>
<graphic xlink:href="fenvs-09-773327-g002.tif"/>
</fig>
<p>Besides, station 13 is characterized by higher NO<sub>x</sub> (NO &#x2b; NO<sub>2</sub>) concentrations, varying from 10 to 54&#xa0;ppb with a mean of 24&#x20;&#xb1; 11.8&#xa0;ppb, whereas they vary from 0.8 to 54&#xa0;ppb, with a mean of 8&#x20;&#xb1; 10.8&#xa0;ppb, at station 98 (<xref ref-type="table" rid="T1">Tables 1</xref>, <xref ref-type="table" rid="T2">2</xref>). We also observe that sulfate (SO<sub>4</sub>
<sup>2&#x2212;</sup>) concentrations are significantly higher (<italic>p</italic>-values &#x3d; 0.01) at station 13 compared to station 98, in agreement with the fact that station 13 is expected to be largely impacted by human activities (<xref ref-type="table" rid="T1">Tables 1</xref>, <xref ref-type="table" rid="T2">2</xref>). Moreover, yearly ozone (O<sub>3</sub>) concentrations are also significantly higher (<italic>p</italic>-values &#x3c; 0.01) at station 98 compared to station 13, varying from 5 to 44&#xa0;ppb with a mean concentration of 26&#x20;&#xb1; 9&#xa0;ppb, and from 4 to 36&#xa0;ppb with&#x20;a&#x20;mean concentration of 20&#x20;&#xb1; 8&#xa0;ppb, respectively (<xref ref-type="table" rid="T1">Tables 1</xref>,&#x20;<xref ref-type="table" rid="T2">2</xref>).</p>
</sec>
<sec id="s4">
<title>4 Discussion</title>
<p>The mechanisms of PBM formation are not well constrained as uncertainties remain on 1) the main Hg species (i.e.,&#x20;Hg<sup>0</sup> or Hg<sup>II</sup>) that are incorporated into PBM (<xref ref-type="bibr" rid="B52">Seigneur, 1998</xref>; <xref ref-type="bibr" rid="B1">Amos et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B40">Kurien et&#x20;al., 2017</xref>) and 2) the eventual isotopic fractionation associated to the incorporation of Hg<sup>II</sup>. In the following section, we will discuss the mechanisms and the main sources responsible for the variation of Hg isotopic compositions measured on PBM at stations 13 and 98, based on our dataset and the previous experimental results from the Hg<sup>0</sup> oxidation and Hg<sup>II</sup> photoreduction that have been widely used in the literature to address the origin and possible impact factors of PBM (<xref ref-type="bibr" rid="B36">Huang et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B34">Huang et&#x20;al. 2016</xref>; <xref ref-type="bibr" rid="B37">Huang et&#x20;al. 2018</xref>; <xref ref-type="bibr" rid="B25">Fu et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B35">Huang et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B47">Qiu et&#x20;al., 2021</xref>).</p>
<sec id="s4-1">
<title>4.1 Influence of Anthropogenic Emissions</title>
<p>The both low odd and even-MIF, close to 0&#x2030;, coupled to the absence of Hg isotopic seasonality at station 13, suggest that the factor controlling the Hg multi-isotopic compositions is constant and perennial during 2015. This contrasts with the seasonality in the Hg isotopic compositions previously reported in urban areas that has been demonstrated to reflect varying contributions from anthropogenic emission sources (<xref ref-type="bibr" rid="B34">Huang et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B37">Huang et&#x20;al., 2018</xref>). Still, considering the geographical location of station 13, we hypothesize that the corresponding Hg isotopic compositions may be largely impacted by anthropogenic emissions. In fact, the low Hg-MIF, in particular the &#x394;<sup>199</sup>Hg close to 0&#x2030;, and the negative &#x3b4;<sup>202</sup>Hg measured at this station are characterized by values that are consistent and within the range of variations reported for anthropogenic emissions (<xref ref-type="bibr" rid="B3">Biswas et&#x20;al., 2008</xref>, <xref ref-type="bibr" rid="B61">Sun et&#x20;al., 2014</xref>, <xref ref-type="bibr" rid="B74">Yin et&#x20;al., 2014</xref>, <xref ref-type="bibr" rid="B69">Wang et&#x20;al., 2015</xref>, <xref ref-type="bibr" rid="B15">Das et&#x20;al., 2016</xref>, <xref ref-type="bibr" rid="B34">Huang et&#x20;al., 2016</xref>, <xref ref-type="bibr" rid="B84">Zheng et&#x20;al., 2016</xref>, <xref ref-type="bibr" rid="B66">Wang T. et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B68">Wang T. et&#x20;al., 2017</xref>, <xref ref-type="bibr" rid="B37">Huang et&#x20;al., 2018</xref>, <xref ref-type="bibr" rid="B78">Yuan et&#x20;al., 2018</xref>, <xref ref-type="bibr" rid="B80">Zhang et&#x20;al., 2020</xref>)<italic>.</italic> Moreover, we observe that the &#x394;<sup>199</sup>Hg/&#x394;<sup>201</sup>Hg ratio, a proxy for identifying processes triggering Hg-MIF (<xref ref-type="bibr" rid="B2">Bergquist et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B83">Zheng et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B55">Sherman et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B59">Sun et&#x20;al., 2016</xref>) is characterized by a yearly value close to 0.95&#xa0;at station 13. A &#x394;<sup>199</sup>Hg/&#x394;<sup>201</sup>Hg ratio ranging from 1 to 1.3 is generally explained as the result of photoreduction (<xref ref-type="bibr" rid="B2">Bergquist et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B83">Zheng et&#x20;al., 2009</xref>). As seen, <xref ref-type="sec" rid="s10">Supplementary Figure S1</xref> reports a compilation of primary aerosols emitted by various emission sources and shows that anthropogenic PBM is characterized by a &#x394;<sup>199</sup>Hg/&#x394;<sup>201</sup>Hg ratio of 1.075, close to the 0.95 &#x394;<sup>199</sup>Hg/&#x394;<sup>201</sup>Hg ratio we observe at station 13 (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>), implying probably a dominance of anthropogenic emissions while the implication of photoreduction cannot be rejected. Without further data, determining the respective contributions of primary (mixing) and secondary (photoreduction) Hg is difficult at this point. Moreover, as both mechanisms do not yield specific &#x394;<sup>200</sup>Hg variation in the &#x394;<sup>201</sup>Hg/&#x394;<sup>200</sup>Hg and &#x394;<sup>199</sup>Hg/&#x394;<sup>200</sup>Hg diagrams (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>), even-MIF cannot be used to distinguish sources from process effects (<xref ref-type="bibr" rid="B2">Bergquist et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B83">Zheng et&#x20;al., 2009</xref>). The identification of the different sources involved is not further discussed here as it is beyond the scope of our study. However, in the case of a dominance of anthropogenic emission, we suggest that the anthropogenic sources and their respective contributions are not expected to vary over time, as demonstrated by the absence of Hg isotope seasonality at station&#x20;13.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Hg odd-MIF measured in Montreal aerosol samples. <bold>(A)</bold> Spring Autumn, Winter and <bold>(B)</bold> Summer. Data from the literature are also reported (<xref ref-type="bibr" rid="B49">Rolison et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B36">Huang et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B15">Das et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B34">Huang et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B77">Yu et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B73">Xu et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B37">Huang et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B78">Yuan et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B25">Fu et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B35">Huang et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B72">Xu et&#x20;al., 2019</xref>). Slopes corresponding to Hg oxidation by Br or Cl atoms are taken from <xref ref-type="bibr" rid="B59">Sun et&#x20;al. (2016)</xref>. Slope for the photoreduction is from <xref ref-type="bibr" rid="B2">Bergquist et&#x20;al. (2007)</xref>, and that corresponding to the mass conservation effect is detailed in the <xref ref-type="sec" rid="s10">Supplementary Materials</xref>.</p>
</caption>
<graphic xlink:href="fenvs-09-773327-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>
<bold>(A)</bold> &#x394;<sup>199</sup>Hg/&#x394;<sup>200</sup>Hg and <bold>(B)</bold> &#x394;<sup>201</sup>Hg/&#x394;<sup>200</sup>Hg ratios from aerosol samples collected in Montreal. Samples are discriminated following the period of sampling: summer vs autumn/winter/spring. The slope for oxidation by Cl atoms is deduced from <xref ref-type="bibr" rid="B59">Sun et&#x20;al. (2016)</xref>. The calculation for the one corresponding to the mass conservation effect is described in this study. To our knowledge, no corresponding slopes have been reported for the photoreduction and Br oxidation pathways.</p>
</caption>
<graphic xlink:href="fenvs-09-773327-g004.tif"/>
</fig>
<p>Unlike at station 13, samples collected at station 98 display a seasonality in their Hg isotopic compositions, with positive peaks for both odd- and even-MIF in the summer, with values up to 0.78 and 0.15&#x2030;, respectively. As the range of Hg concentrations at stations 98 and 13 are similar (i.e.,&#x20;varying from &#x223c;30 to 1800&#xa0;ng m<sup>&#x2212;3</sup>), this suggests that, in addition to anthropogenic inputs, the Hg isotopic compositions of aerosols at station 98 may be modified by secondary processes.</p>
</sec>
<sec id="s4-2">
<title>4.2 Secondary Processes That May Impact Atmospheric Hg Isotope Signatures</title>
<p>The annual seasonality for the &#x3b4;<sup>202</sup>Hg and odd-MIF we observe at station 98 presents similarities with the one reported by <xref ref-type="bibr" rid="B37">Huang et&#x20;al. (2018)</xref> in the urban area of Xiamen (China) where the authors measured low &#x3b4;<sup>202</sup>Hg (i.e.,&#x20;down to &#x2212;4&#x2030;) in winter and high &#x394;<sup>199</sup>Hg, up to 0.7&#x2030; in summer. This is also in agreement with the &#x394;<sup>199</sup>Hg seasonality reported by <xref ref-type="bibr" rid="B34">Huang et&#x20;al. (2016)</xref> in the urban area of Beijing that also presents the highest values in summer but differences in the &#x3b4;<sup>202</sup>Hg seasonality with the corresponding highest values measured during the winter. Finally, our findings are also consistent with the seasonality reported by <xref ref-type="bibr" rid="B25">Fu et&#x20;al. (2019)</xref> in a forested site with high &#x394;<sup>199</sup>Hg-values, up to 0.82&#x2030;, in the summer. The authors explained the seasonality by either varying contributions from Hg sources, in particular local anthropogenic ones, or by the long-distance transportation of atmospheric Hg (<xref ref-type="bibr" rid="B37">Huang et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B25">Fu et&#x20;al., 2019</xref>). In order to better constrain the potential mechanisms triggering the seasonal variations of Hg isotope MIF, we elected to separate our results obtained at station 98 into two periods, the summer (i.e.,&#x20;high Hg-MIF) and the remaining seasons (i.e.,&#x20;spring, autumn and winter, thereafter referred as RS). This discrimination is based on the fact that PBM samples during these two periods present distinct Hg isotopic compositions, with a mean &#x394;<sup>199</sup>Hg/&#x394;<sup>201</sup>Hg ratio of 1.63 (<italic>R</italic>
<sup>2</sup> &#x3d; 0.84, <italic>p</italic>-value &#x3c; 0.01) for RS aerosols and of 1 (<italic>R</italic>
<sup>2</sup> &#x3d; 0.89, <italic>p</italic>-value &#x3d; 0.02) for summer&#x20;ones.</p>
<sec id="s4-2-1">
<title>4.2.1 Tropospheric Hg<sup>0</sup> Oxidation by Halogen Atoms</title>
<p>Coupled to the experimental results reported by previous studies (<xref ref-type="bibr" rid="B2">Bergquist et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B83">Zheng et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B59">Sun et&#x20;al., 2016</xref>), we may explain the &#x394;<sup>199</sup>Hg/&#x394;<sup>201</sup>Hg ratio of 1.63 we observed for aerosol samples collected during spring, autumn, and winter at station 98 by a two-steps mixing between 1) Hg<sup>II</sup> derived from the oxidation of Hg<sup>0</sup> by halogen atoms (i.e.,&#x20;Br and Cl) that isotopically fractionates Hg isotopes with typical &#x394;<sup>199</sup>Hg/&#x394;<sup>201</sup>Hg ratios of 1.63 (Br<sup>&#x2212;</sup>) or 1.89 (Cl<sup>&#x2212;</sup>) (<xref ref-type="bibr" rid="B59">Sun et&#x20;al., 2016</xref>), with 2) either primary anthropogenic emissions (see above) or Hg that has undergone photoreduction that will introduce a typical &#x394;<sup>199</sup>Hg/&#x394;<sup>201</sup>Hg ratio varying from 1 to 1.3 for the residual Hg<sup>II</sup> (<xref ref-type="bibr" rid="B2">Bergquist et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B83">Zheng et&#x20;al., 2009</xref>). Such mixing will produce Hg with an intermediate &#x394;<sup>199</sup>Hg/&#x394;<sup>201</sup>Hg ratio varying from 1 to 1.89, which would be consistent with the &#x394;<sup>199</sup>Hg/&#x394;<sup>201</sup>Hg ratio of 1.63 that we observed. Furthermore, this high 1.63 ratio suggests that PBM measured during the RS period would be mostly dominated by Hg<sup>II</sup> formed by the oxidation of Hg<sup>0</sup> by halogen atoms, and that the contributions from photoreduction and/or anthropogenic emissions would thus be less impactful. The PBM measured during the RS period is also characterized by Hg isotopic compositions that do not follow any trend in both the &#x394;<sup>199</sup>Hg/&#x394;<sup>200</sup>Hg (<italic>R</italic>
<sup>2</sup> &#x3d; 0.05, <italic>p</italic>-value &#x3d; 0.74) and &#x394;<sup>201</sup>Hg/&#x394;<sup>200</sup>Hg (<italic>R</italic>
<sup>2</sup> &#x3d; 0.16, <italic>p</italic>-value &#x3d; 0.26) diagrams. This absence of trends between the odd-MIF and the even-MIF may either reflect that Br oxidation (<xref ref-type="bibr" rid="B59">Sun et&#x20;al., 2016</xref>), Hg photoreduction (<xref ref-type="bibr" rid="B2">Bergquist et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B83">Zheng et&#x20;al., 2009</xref>) and of anthropogenic emissions (<xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>) are involved, suggesting the probable contribution of the latest to the atmospheric PBM in Montreal. However, considering that station 98 is less exposed to anthropogenic emissions (<xref ref-type="bibr" rid="B6">Boulet and Melancon, 2011</xref>) as it is also illustrated by the higher concentration of NO<sub>x</sub> in the station 13 than in station 98 (i.e.,&#x20;a mean concentration value of 24&#x20;&#xb1; 11.8&#xa0;ppb vs a mean concentration value of 8&#x20;&#xb1; 10.8&#xa0;ppb, respectively), we can then hypothesize that the Hg isotopic compositions measured during the RS period mainly reflect successive oxidation and photoreduction reactions.</p>
</sec>
<sec id="s4-2-2">
<title>4.2.2 Additional Factors Controlling Hg Isotopes in Summer</title>
<p>Summer PBM samples measured at station 98 display Hg isotopic compositions distinct from the RS ones, with a &#x394;<sup>199</sup>Hg/&#x394;<sup>201</sup>Hg ratio of 1.00 (<italic>R</italic>
<sup>2</sup> &#x3d; 0.89; <xref ref-type="fig" rid="F3">Figure&#x20;3</xref>), a &#x394;<sup>201</sup>Hg/&#x394;<sup>200</sup>Hg ratio of 4.83 (<italic>R</italic>
<sup>2</sup> &#x3d; 0.83), and a &#x394;<sup>199</sup>Hg/&#x394;<sup>200</sup>Hg ratio of 4.54 (<italic>R</italic>
<sup>2</sup> &#x3d; 0.66: <xref ref-type="fig" rid="F4">Figures 4A,B</xref>). Similarly to station 13, while a &#x394;<sup>199</sup>Hg/&#x394;<sup>201</sup>Hg ratio of 1.00 may result from photoreduction and/or anthropogenic inputs, these two processes cannot explain neither the high &#x394;<sup>200</sup>Hg values, up to 0.15&#x2030;, nor the &#x394;<sup>201</sup>Hg/&#x394;<sup>200</sup>Hg ratio of 4.83. This suggests that at least one other process and/or source must be involved. The different hypotheses regarding their characteristics are discussed&#x20;below.</p>
<sec id="s4-2-2-1">
<title>4.2.2.1. Stratospheric Inputs</title>
<p>Positive &#x394;<sup>200</sup>Hg have been reported in PBM and precipitation worldwide, though the mechanisms triggering such even-MIF remain unclear (<xref ref-type="bibr" rid="B30">Gratz et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B13">Chen et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B18">Demers et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B49">Rolison et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B19">Demers et&#x20;al., 2015</xref>). Positive &#x394;<sup>200</sup>Hg anomalies in atmospheric samples have been suggested to result from the photochemical oxidation of Hg<sup>0</sup> in the upper troposphere and/or stratosphere (<xref ref-type="bibr" rid="B13">Chen et&#x20;al., 2012</xref>). The hypothesis of a stratospheric input would also account for the positive odd-Hg MIF considering 1) the hypothesis made by <xref ref-type="bibr" rid="B25">Fu et&#x20;al. (2019)</xref> that the photoreduction of aerosols fractionate Hg isotopes in a similar way to photoreduction in aqueous solutions and 2) that Hg photoreduction in the stratosphere would occur at a higher magnitude than in the troposphere as more UV irradiations (and wavelengths) are available in the stratosphere (<xref ref-type="bibr" rid="B45">Molina et&#x20;al., 1986</xref>).</p>
<p>To test this hypothesis, we used HYSPLIT to simulate a 3-days back-trajectories for each of our sample. We observed that none of our summer aerosol samples reached an altitude higher than 2000&#xa0;m (<xref ref-type="sec" rid="s10">Supplementary Figure S2</xref>). Furthermore, the stratosphere-troposphere exchange (STE) in the Northern Hemisphere close to Montreal is preferentially located in the Northern Pacific and Northern Atlantic (<xref ref-type="bibr" rid="B57">Sprenger and Wernli, 2003</xref>; <xref ref-type="bibr" rid="B29">Gettelman et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B5">Boothe et&#x20;al., 2017</xref>) and presents higher mass fluxes during the winter than in the summer (i.e.,&#x20;&#x223c;250&#xa0;kg s<sup>&#x2212;1</sup> km<sup>&#x2212;2</sup> vs &#x223c;100&#xa0;kg s<sup>&#x2212;1</sup> km<sup>&#x2212;2</sup>, respectively; <xref ref-type="bibr" rid="B5">Boothe et&#x20;al. (2017)</xref>). Thus, as demonstrated by <xref ref-type="bibr" rid="B13">Chen et&#x20;al. (2012)</xref>, &#x394;<sup>200</sup>Hg would be more positive in winter than in summer, which is not what we have been observed. Ultimately, our results demonstrate that a contribution of stratospheric Hg is highly unlikely, implying that this cannot explain the positive &#x394;<sup>200</sup>Hg we measured during the summer.</p>
</sec>
<sec id="s4-2-2-2">
<title>4.2.2.2. The Mass Conservation Effect</title>
<p>
<xref ref-type="bibr" rid="B21">Farquhar et&#x20;al. (2007)</xref> discussed the mass conservation effect and demonstrated that this process can generate small MIF, even at equilibrium after mixing. The mass conservation effect has also been shown to play a role in the variations of the S multi-isotopic compositions in metabolic and biogeochemical networks (<xref ref-type="bibr" rid="B21">Farquhar et&#x20;al., 2007</xref>)<bold>.</bold> We suggest that these small MIF would also occur for Hg isotopes and produce distinct &#x394;<sup>199</sup>Hg/&#x394;<sup>201</sup>Hg, &#x394;<sup>201</sup>Hg/&#x394;<sup>200</sup>Hg and &#x394;<sup>199</sup>Hg/&#x394;<sup>200</sup>Hg ratios of 1.01, 0.74, and 0.75, respectively (see <xref ref-type="sec" rid="s10">Supplementary Materials</xref> for more details). Although the &#x394;<sup>199</sup>Hg/&#x394;<sup>201</sup>Hg ratio of 1.0 measured at station 98 during the summer yields a value consistent with the one characterizing this mass conservation effect, the corresponding &#x394;<sup>201</sup>Hg/&#x394;<sup>200</sup>Hg (4.83) and &#x394;<sup>199</sup>Hg/&#x394;<sup>200</sup>Hg (4.54) ratios cannot be explained by this effect. It follows that the mass conservation effect is unlikely responsible for the high &#x394;<sup>199</sup>Hg and &#x394;<sup>200</sup>Hg values, of up to 0.78 and 0.15&#x2030;, that we measured during summer.</p>
</sec>
<sec id="s4-2-2-3">
<title>4.2.2.3. Additional Oxidation Process Involved</title>
<p>Since none of the aforementioned reactions can explain the high &#x394;<sup>199</sup>Hg and &#x394;<sup>200</sup>Hg measured in the summer PBM at station 98, we suggest that an alternative additional reaction must be involved. We observed that &#x394;<sup>200</sup>Hg is strongly correlated to ozone (O<sub>3</sub>) concentrations at station 98, both during the summer (<italic>p</italic>-value &#x3d; 0.02) and the RS (<italic>p</italic>-value &#x3d; 0.02) periods (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>). This underlines the possibility of a reaction involving O<sub>3</sub>. The Hg oxidation by ozone (O<sub>3</sub>) has actually been identified as a potential pathway to convert atmospheric Hg<sup>0</sup> (and Hg<sup>I</sup>) into reactive gas Hg<sup>II</sup> (RGM) that may ultimately be incorporated into aerosols, thus contributing to the Hg atmospheric budget (<xref ref-type="bibr" rid="B17">De Simone et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B63">Travnikov et&#x20;al., 2017</xref>). Although theoretical doubts remain about its viability and significance for the oxidation of Hg<sup>0</sup> (<xref ref-type="bibr" rid="B11">Calvert et&#x20;al., 2005</xref>), a recent study suggested that O<sub>3</sub> could be the main oxidant of Hg<sup>I</sup> (<xref ref-type="bibr" rid="B54">Shah et&#x20;al., 2021</xref>). Our hypothesis would also be consistent with the findings of <xref ref-type="bibr" rid="B48">Ren et&#x20;al. (2014)</xref> who highlighted a positive correlation between the concentrations of gaseous oxidized mercury (GOM) and O<sub>3</sub> in the Northern Gulf of Mexico. Thus, to our knowledge, this study is the first to highlight a correlation between the ozone concentration and the even-MIF, bringing thus an additional argument that O<sub>3</sub> might be involved in Hg<sup>0</sup> oxidation.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Positive linear relationships observed between &#x394;<sup>200</sup>Hg and ozone concentrations at station 98 during <bold>(A)</bold> summer, <bold>(B)</bold> spring autumn and winter, and at station 13 during <bold>(C)</bold> summer and <bold>(D)</bold> spring autumn and winter. The correlation significance is calculated using a Spearman correlation.</p>
</caption>
<graphic xlink:href="fenvs-09-773327-g005.tif"/>
</fig>
<p>Still, the variations of the Hg multi-isotopic compositions measured at station 98 may reflect, at least partially, a seasonal transition from the tropospheric Hg<sup>0</sup> oxidation by halogen radicals, from autumn to spring, to an oxidation by ozone process during the summer. This hypothesis is consistent with the fact that tropospheric reactive halogens radicals (Cl, Br or I) have been shown to play an important role in the ozone cycle by destroying O<sub>3</sub> through catalytic cycles (<xref ref-type="bibr" rid="B12">Chameides et&#x20;al., 1980</xref>) and by decreasing its production rate (<xref ref-type="bibr" rid="B64">Von Glasow et&#x20;al., 2004</xref>). It comes that when halogen atoms are dominating during the RS period, they will represent the major oxidant reservoir for Hg<sup>0</sup>. In contrast, during summer, ozone becomes the dominating source of Hg<sup>0</sup> oxidants as its concentrations become higher due to a higher influence of solar radiations during that period. This scenario is also consistent with the findings of <xref ref-type="bibr" rid="B54">Shah et&#x20;al. (2021)</xref> who demonstrated that the two main oxidation pathways involving halogen atoms, OH and ozone can coexist. Besides, concentrations of atmospheric reactive halogens that are of marine origin have been extensively reported to decrease during the summer (<xref ref-type="bibr" rid="B39">Keene et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B26">Gao et&#x20;al., 2010</xref>), leaving room for the ozone concentrations to increase during that period. This emphasizes the importance in future studies of 1) measuring the concentration of halogen atoms and 2) determining the source of halogen atoms at stations 13 and 98, in order to verify our hypothesis. Furthermore, future experimental studies are still needed to specifically characterize the Hg multi-isotopic fractionations associated to this O<sub>3</sub> oxidation pathway. In that perspective and to account for the Hg isotopic compositions we measured in Montreal, we predict that O<sub>3</sub> oxidation should fractionate Hg isotopes following a &#x394;<sup>199</sup>Hg/&#x394;<sup>201</sup>Hg ratio of &#x223c;1 and &#x394;<sup>199</sup>&#xa0;Hg/&#x394;<sup>200</sup>&#xa0;Hg and &#x394;<sup>201</sup>&#xa0;Hg/&#x394;<sup>200</sup>&#xa0;Hg ratios both close to&#x20;4.5.</p>
</sec>
</sec>
</sec>
<sec id="s4-3">
<title>4.3 Implications and Conclusion</title>
<p>Our study demonstrates that the current scheme for atmospheric Hg that only considers anthropogenic emissions, oxidation by halogen atoms and photoreduction cannot account for the whole range of Hg multi-isotopic compositions we measured in atmospheric PBM in Montreal. Based on the strong correlations we observe between &#x394;<sup>200</sup>Hg and the ozone concentrations, we suggest that Hg oxidation involving ozone might represent the missing oxidation pathway. Our results also demonstrate that an approach coupling Hg isotopic compositions and chemistry discriminates the different oxidation mechanisms controlling the Hg atmospheric budget. Indeed, as both odd and even-MIF Hg isotopic compositions cannot be explained by halogen atom oxidation pathways, nor anthropogenic emissions, nor stratospheric inputs, this demonstrates the necessity that another oxidation pathways is involved. In that perspective, integrating the Hg oxidation by O<sub>3</sub> in the current atmospheric models would help better elucidate the Hg biogeochemical cycle, both in distinct environments and during different seasons, in particular in industrialized urban areas where high O<sub>3</sub> concentrations resulting from the photochemical oxidation of VOCs and CO in the presence of nitrogen oxides (NO<sub>x</sub>) have been reported. These urban precursors (i.e.,&#x20;VOCs, CO, and NO<sub>x</sub>) concentrations are higher in industrialized urban areas compared to sub-rural and urban ones (<xref ref-type="bibr" rid="B38">Jia et&#x20;al., 2008</xref>). They are mainly emitted by industrial activities, power plants and road traffic (<xref ref-type="bibr" rid="B41">Li et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B81">Zheng et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B65">Wang et&#x20;al., 2019</xref>), in particular in emerging countries such as China that has now become a hot spot for urban pollution by ozone (Wang et&#x20;al., 2017; <xref ref-type="bibr" rid="B42">Lu et&#x20;al., 2018</xref>). Considering that O<sub>3</sub> oxidation would be more important in regions characterized by high O<sub>3</sub> concentrations, Hg<sup>II</sup> and PBM concentrations should be expected to be enhanced in these regions due to this oxidation pathways for Hg coming from non-point sources (<xref ref-type="bibr" rid="B50">Rutter et&#x20;al., 2008</xref>), affecting Hg<sup>II</sup> deposition rates and ultimately Hg<sup>II</sup> fluxes at a global scale. This increase would be thus different from the increase of Hg<sup>II</sup> and PBM observed due to an artifact of sampling as shown by <xref ref-type="bibr" rid="B43">Lynam et&#x20;al. (2005)</xref>. Our hypothesis is furthermore supported by the fact that Hg<sup>0</sup> oxidation by O<sub>3</sub> can exist in the presence of aerosols and is enhanced in areas experiencing high NO<sub>2</sub> concentrations (<xref ref-type="bibr" rid="B32">Hong et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B27">Gencarelli et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B63">Travnikov et&#x20;al., 2017</xref>). As several model studies have shown discrepancies between observed and simulated Hg<sup>II</sup> concentrations, this arises the urgent need to take both the O<sub>3</sub> and halogen atom oxidation pathways into account in future atmospheric models (<xref ref-type="bibr" rid="B67">Wang et&#x20;al., 2018</xref>).</p>
<p>Overall, our study demonstrates that the Hg multiple isotopic compositions provide a reliable complementary proxy of the atmosphere oxidant capacity and of its chemistry that could help improve our understanding of the processes involved (<xref ref-type="bibr" rid="B25">Fu et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B35">Huang et&#x20;al., 2019</xref>). Still, in order to validate our hypothesis and its significant role in the global Hg cycle, further experimental studies are needed to better understand the Hg&#x20;isotopic fractionations associated to the Hg<sup>0</sup> oxidation by&#x20;ozone.</p>
</sec>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s10">Supplementary Material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>DAY conducted both mercury isotope and chemical composition measurements under the supervision of JC. DW provided the samples. DAY, JC, ZW, and DW interpreted the data. DAY wrote the paper with contributions from all the coauthors.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This study was supported by The National Natural Science Foundation of China (Nos. 41830647, 41625012, 41961144028, U1612442) to JC, and the Chinese Academy of Science President&#x2019;s International Fellowship Initiative (PIFI-C, Grant 2018PC0034) to&#x20;DAY.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fenvs.2021.773327/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fenvs.2021.773327/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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