<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="en"><front><journal-meta><journal-id journal-id-type="publisher-id">gesj</journal-id><journal-title-group><journal-title xml:lang="en">GEOGRAPHY, ENVIRONMENT, SUSTAINABILITY</journal-title><trans-title-group xml:lang="ru"><trans-title>GEOGRAPHY, ENVIRONMENT, SUSTAINABILITY</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2071-9388</issn><issn pub-type="epub">2542-1565</issn><publisher><publisher-name>Russian Geographical Society</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.24057/2071-9388-2025-3746</article-id><article-id custom-type="elpub" pub-id-type="custom">gesj-4453</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>RESEARCH PAPER</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>Статьи</subject></subj-group></article-categories><title-group><article-title>Snow Cover Pollution By Potentially Toxic Elements In Small And Medium-Sized Industrial Cities: Case Of Sverdlovsk Region, Russia</article-title><trans-title-group xml:lang="ru"><trans-title></trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Shevchenko</surname><given-names>Andrew V.</given-names></name></name-alternatives><bio xml:lang="en"><p>620108, Ekaterinburg</p></bio><email xlink:type="simple">av.shev98@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Seleznev</surname><given-names>Andrian A.</given-names></name></name-alternatives><bio xml:lang="en"><p>620108, Ekaterinburg</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Glukhov</surname><given-names>Vitaly S.</given-names></name></name-alternatives><bio xml:lang="en"><p>620108, Ekaterinburg</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Yarmoshenko</surname><given-names>Ilia V.</given-names></name></name-alternatives><bio xml:lang="en"><p>620108, Ekaterinburg</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Malinovsky</surname><given-names>Georgy P.</given-names></name></name-alternatives><bio xml:lang="en"><p>620108, Ekaterinburg</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Ivanchukova</surname><given-names>Natali V.</given-names></name></name-alternatives><bio xml:lang="en"><p>620108, Ekaterinburg</p></bio><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff xml:lang="en" id="aff-1"><institution>Institute of Industrial Ecology, Ural Branch of Russian Academy of Sciences</institution><country>Russian Federation</country></aff><pub-date pub-type="collection"><year>2025</year></pub-date><pub-date pub-type="epub"><day>30</day><month>12</month><year>2026</year></pub-date><volume>18</volume><issue>4</issue><fpage>6</fpage><lpage>18</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Shevchenko A.V., Seleznev A.A., Glukhov V.S., Yarmoshenko I.V., Malinovsky G.P., Ivanchukova N.V., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Shevchenko A.V., Seleznev A.A., Glukhov V.S., Yarmoshenko I.V., Malinovsky G.P., Ivanchukova N.V.</copyright-holder><copyright-holder xml:lang="en">Shevchenko A.V., Seleznev A.A., Glukhov V.S., Yarmoshenko I.V., Malinovsky G.P., Ivanchukova N.V.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://ges.rgo.ru/jour/article/view/4453">https://ges.rgo.ru/jour/article/view/4453</self-uri><abstract><p>This study aims to develop and validate a method for assessing urban air pollution by analysing undisturbed snow cover in residential areas of small and medium-sized industrial cities in Sverdlovsk Region, Russia: Kachkanar, Serov, Verkhnyaya Pyshma, and Alapaevsk. Snow samples were collected in each city.</p><p>The proposed approach is based on the analysis of the most contaminated solid fraction of snow (particles &gt;2 µm and filtrate). This method has shown effectiveness in identifying pollutants and their sources. It is also more cost-efficient and offers better material accessibility than the approach that analyses both dissolved (&lt;0.45 µm) and suspended (&gt;0.45 µm) snow phases. The balanced set of qualitative and quantitative indicators includes the physical and chemical properties of snow, the accumulation intensity of PTEs, the calculation of indices (Igeo, EF, PI, PIsum, PIavg, and PINemerow), dust load, and geochemical associations.</p><p>Snow’s physical and chemical properties were influenced by natural conditions. Low mineralisation and suspended solids were mostly composed of calcium and magnesium bicarbonates and sulfates. Snow pH was slightly alkaline in Serov and mildly alkaline in other cities.</p><p>Metallurgical and mining cities showed higher pollution according to the indices: elevated V and Fe in Kachkanar, Cr in Serov, Cu and As in Verkhnyaya Pyshma. Kachkanar was the most polluted city (PIsum – 154, PINemerow – 12), while Serov and Verkhnyaya Pyshma were also significantly polluted with similar PIsum and PIavg values (66 and 4.2, respectively) and PINemerow values (5.1 and 7.2, respectively). Geochemical associations reflected local industrial profiles. Dust load ranged from 27 to 163 mg/m2/day, peaking in Kachkanar.</p><p> The collected data indicate current atmospheric pollution in the studied cities. This method proved effective for assessing urban air pollution and is recommended for environmental monitoring in other industrial regions.</p></abstract><kwd-group xml:lang="en"><kwd>environmental monitoring</kwd><kwd>urban area</kwd><kwd>industrial cities</kwd><kwd>snow</kwd><kwd>atmospheric pollution</kwd><kwd>potentially toxic elements</kwd><kwd>urban geochemical background</kwd></kwd-group><funding-group><funding-statement xml:lang="en">The research was supported by the Russian Science Foundation grant No. 24-17-20036, and by the Government of the Sverdlovsk region (project No. 24-17-20036).</funding-statement></funding-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Adamiec E., Wieszała R., Strzebońska M., Jarosz-Krzemińska E. (2013). An attempt to identify traffic related elements in snow. Geology Geophysics &amp; Environment, 39(4), 317, DOI: 10.7494/geol.2013.39.4.317.</mixed-citation><mixed-citation xml:lang="en">Adamiec E., Wieszała R., Strzebońska M., Jarosz-Krzemińska E. (2013). An attempt to identify traffic related elements in snow. Geology Geophysics &amp; Environment, 39(4), 317, DOI: 10.7494/geol.2013.39.4.317.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Alves C., Vicente A., Calvo A., Baumgardner D., Amato F., Querol X., Pio C., Gustafsson M. (2019). Physical and chemical properties of non-exhaust particles generated from wear between pavements and tyres. Atmospheric Environment, 224, 117252, DOI: 10.1016/j.atmosenv.2019.117252.</mixed-citation><mixed-citation xml:lang="en">Alves C., Vicente A., Calvo A., Baumgardner D., Amato F., Querol X., Pio C., Gustafsson M. (2019). Physical and chemical properties of non-exhaust particles generated from wear between pavements and tyres. Atmospheric Environment, 224, 117252, DOI: 10.1016/j.atmosenv.2019.117252.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Carlsson A., Centrell P., Oberg G. Studded tyres. Socio-economic calculations. Linköping: Statens vägoch transportforskningsinstitut.</mixed-citation><mixed-citation xml:lang="en">Carlsson A., Centrell P., Oberg G. Studded tyres. Socio-economic calculations. Linköping: Statens vägoch transportforskningsinstitut.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Chen X., Zhang L., Huang J., Song F., Zhang L., Qian Z., Trevathan E. (2016). Long-term exposure to urban air pollution and lung cancer mortality: A 12-year cohort study in Northern China. The Science of the Total Environment, 571, 855-861, DOI: 10.1016/j.scitotenv.2016.07.064.</mixed-citation><mixed-citation xml:lang="en">Chen X., Zhang L., Huang J., Song F., Zhang L., Qian Z., Trevathan E. (2016). Long-term exposure to urban air pollution and lung cancer mortality: A 12-year cohort study in Northern China. The Science of the Total Environment, 571, 855-861, DOI: 10.1016/j.scitotenv.2016.07.064.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Engelhard C., De Toffol S., Lek I., Rauch W., Dallinger R. (2007). Environmental impacts of urban snow management – The alpine case study of Innsbruck. The Science of the Total Environment, 382(2-3), 286-294, DOI: 10.1016/j.scitotenv.2007.04.008.</mixed-citation><mixed-citation xml:lang="en">Engelhard C., De Toffol S., Lek I., Rauch W., Dallinger R. (2007). Environmental impacts of urban snow management – The alpine case study of Innsbruck. The Science of the Total Environment, 382(2-3), 286-294, DOI: 10.1016/j.scitotenv.2007.04.008.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Grebenshchikova V. I., Efimova N. V., Doroshkov A. A. (2017). Chemical composition of snow and soil in Svirsk city (Irkutsk Region, Pribaikal’e). Environmental Earth Sciences, 76(20), DOI: 10.1007/s12665-017-7056-0.</mixed-citation><mixed-citation xml:lang="en">Grebenshchikova V. I., Efimova N. V., Doroshkov A. A. (2017). Chemical composition of snow and soil in Svirsk city (Irkutsk Region, Pribaikal’e). Environmental Earth Sciences, 76(20), DOI: 10.1007/s12665-017-7056-0.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Guo P., Tian W., Li H., Zhang G., Li J. (2020). Global characteristics and trends of research on construction dust: based on bibliometric and visualized analysis. Environmental Science and Pollution Research, 27(30), 37773-37789, DOI: 10.1007/s11356-020-09723-y.</mixed-citation><mixed-citation xml:lang="en">Guo P., Tian W., Li H., Zhang G., Li J. (2020). Global characteristics and trends of research on construction dust: based on bibliometric and visualized analysis. Environmental Science and Pollution Research, 27(30), 37773-37789, DOI: 10.1007/s11356-020-09723-y.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Indraratne S., Amarakoon I., Kumaragamage D., Lasisi A., Goltz D., Casson N. (2023). Loss of potentially toxic elements to snowmelt runoff from soils amended with alum, gypsum, and Epsom salt. Canadian Journal of Soil Science, 104(2), 156-165, DOI: 10.1139/cjss-2023-0073.</mixed-citation><mixed-citation xml:lang="en">Indraratne S., Amarakoon I., Kumaragamage D., Lasisi A., Goltz D., Casson N. (2023). Loss of potentially toxic elements to snowmelt runoff from soils amended with alum, gypsum, and Epsom salt. Canadian Journal of Soil Science, 104(2), 156-165, DOI: 10.1139/cjss-2023-0073.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Jeong C., Wang J. M., Hilker N., Debosz J., Sofowote U., Su Y., Noble M., Healy R. M., Munoz T., Dabek-Zlotorzynska E., Celo V., White L., Audette C., Herod D., Evans, G. J. (2018). Temporal and spatial variability of traffic-related PM2.5 sources: Comparison of exhaust and nonexhaust emissions. Atmospheric Environment, 198, 55-69, DOI: 10.1016/j.atmosenv.2018.10.038.</mixed-citation><mixed-citation xml:lang="en">Jeong C., Wang J. M., Hilker N., Debosz J., Sofowote U., Su Y., Noble M., Healy R. M., Munoz T., Dabek-Zlotorzynska E., Celo V., White L., Audette C., Herod D., Evans, G. J. (2018). Temporal and spatial variability of traffic-related PM2.5 sources: Comparison of exhaust and nonexhaust emissions. Atmospheric Environment, 198, 55-69, DOI: 10.1016/j.atmosenv.2018.10.038.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Kaskaoutis D., Petrinoli K., Grivas G., Kalkavouras P., Tsagkaraki M., Tavernaraki K., Papoutsidaki K. (2023). Impact of peri-urban forest fires on air quality and aerosol optical and chemical properties: The case of the August 2021 wildfires in Athens, Greece. The Science of the Total Environment, 907, 168028, DOI: 10.1016/j.scitotenv.2023.168028.</mixed-citation><mixed-citation xml:lang="en">Kaskaoutis D., Petrinoli K., Grivas G., Kalkavouras P., Tsagkaraki M., Tavernaraki K., Papoutsidaki K. (2023). Impact of peri-urban forest fires on air quality and aerosol optical and chemical properties: The case of the August 2021 wildfires in Athens, Greece. The Science of the Total Environment, 907, 168028, DOI: 10.1016/j.scitotenv.2023.168028.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Kondrat’ev I. I., Mukha D. E., Boldeskul A. G., Yurchenko S. G., Lutsenko T. N. (2017). Chemical composition of precipitation and snow cover in the Primorsky krai. Russian Meteorology and Hydrology, 42(1), 64-70, DOI: 10.3103/s1068373917010083.</mixed-citation><mixed-citation xml:lang="en">Kondrat’ev I. I., Mukha D. E., Boldeskul A. G., Yurchenko S. G., Lutsenko T. N. (2017). Chemical composition of precipitation and snow cover in the Primorsky krai. Russian Meteorology and Hydrology, 42(1), 64-70, DOI: 10.3103/s1068373917010083.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Kosheleva N. E., Sycheva D. G., Kasimov N. S. (2024). Geochemistry of snow cover within the territory of the Lomonosov Moscow State University. Lomonosov Geography Journal, 79(5), 3-1, DOI: 10.55959/msu0579-9414.5.79.5.1.</mixed-citation><mixed-citation xml:lang="en">Kosheleva N. E., Sycheva D. G., Kasimov N. S. (2024). Geochemistry of snow cover within the territory of the Lomonosov Moscow State University. Lomonosov Geography Journal, 79(5), 3-1, DOI: 10.55959/msu0579-9414.5.79.5.1.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Kuoppamäki K., Setälä H., Rantalainen A., Kotze D. J. (2014). Urban snow indicates pollution originating from road traffic. Environmental Pollution, 195, 56-63, DOI: 10.1016/j.envpol.2014.08.019.</mixed-citation><mixed-citation xml:lang="en">Kuoppamäki K., Setälä H., Rantalainen A., Kotze D. J. (2014). Urban snow indicates pollution originating from road traffic. Environmental Pollution, 195, 56-63, DOI: 10.1016/j.envpol.2014.08.019.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Lak A., Vahabi S., Sahar H. E. (2024). Resilience in the dust: The Influence of Sand and Dust Storms (SDSs) on residents’ perception of urban green spaces: a Qualitative study. International Journal of Disaster Risk Reduction, 108, 104572, DOI: 10.1016/j.ijdrr.2024.104572.</mixed-citation><mixed-citation xml:lang="en">Lak A., Vahabi S., Sahar H. E. (2024). Resilience in the dust: The Influence of Sand and Dust Storms (SDSs) on residents’ perception of urban green spaces: a Qualitative study. International Journal of Disaster Risk Reduction, 108, 104572, DOI: 10.1016/j.ijdrr.2024.104572.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Lee Y., Lee P., Choi S., An M., Jang A. (2021). Effects of air pollutants on airway diseases. International Journal of Environmental Research and Public Health, 18(18), 9905, DOI: 10.3390/ijerph18189905.</mixed-citation><mixed-citation xml:lang="en">Lee Y., Lee P., Choi S., An M., Jang A. (2021). Effects of air pollutants on airway diseases. International Journal of Environmental Research and Public Health, 18(18), 9905, DOI: 10.3390/ijerph18189905.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Lukyanov A. I., Dakhova E. V., Mayorova L. P. (2022). Assessment of snow cover pollution by heavy metals as one of the methods of atmospheric air monitoring on the example of settlements in the Far East. RUDN Journal of Ecology and Life Safety, 30(3), 407-416, DOI: 10.22363/2313-2310-2022-30-3-407-416 (in Russian).</mixed-citation><mixed-citation xml:lang="en">Lukyanov A. I., Dakhova E. V., Mayorova L. P. (2022). Assessment of snow cover pollution by heavy metals as one of the methods of atmospheric air monitoring on the example of settlements in the Far East. RUDN Journal of Ecology and Life Safety, 30(3), 407-416, DOI: 10.22363/2313-2310-2022-30-3-407-416 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Moskovchenko D., Pozhitkov R., Zakharchenko A., Tigeev A. (2021). Concentrations of Major and Trace Elements within the Snowpack of Tyumen, Russia. Minerals, 11(7), 709, DOI: 10.3390/min11070709.</mixed-citation><mixed-citation xml:lang="en">Moskovchenko D., Pozhitkov R., Zakharchenko A., Tigeev A. (2021). Concentrations of Major and Trace Elements within the Snowpack of Tyumen, Russia. Minerals, 11(7), 709, DOI: 10.3390/min11070709.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Moskovchenko D. V., Pozhitkov R., Minkina T., Sushkova S. (2022). Trace metals and polycyclic aromatic hydrocarbons in the snow cover of the city of Nizhnevartovsk (Russia). Research Square, DOI: 10.21203/rs.3.rs-2064341/v1.</mixed-citation><mixed-citation xml:lang="en">Moskovchenko D. V., Pozhitkov R., Minkina T., Sushkova S. (2022). Trace metals and polycyclic aromatic hydrocarbons in the snow cover of the city of Nizhnevartovsk (Russia). Research Square, DOI: 10.21203/rs.3.rs-2064341/v1.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Moskovchenko D. V., Pozhitkov R., Soromotin A. (2023). Snow contamination by heavy metals and metalloids in a polar town (a case study of Nadym, Russia). Research Square, DOI: https://doi.org/10.21203/rs.3.rs-3629334/v1.</mixed-citation><mixed-citation xml:lang="en">Moskovchenko D. V., Pozhitkov R., Soromotin A. (2023). Snow contamination by heavy metals and metalloids in a polar town (a case study of Nadym, Russia). Research Square, DOI: https://doi.org/10.21203/rs.3.rs-3629334/v1.</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Müller G. (1986). Schadstoffe in sedimenten-sedimente als schadstoffe. Mitteilungen der Österreichische Geologische Gesellschaft, 79, 107-126.</mixed-citation><mixed-citation xml:lang="en">Müller G. (1986). Schadstoffe in sedimenten-sedimente als schadstoffe. Mitteilungen der Österreichische Geologische Gesellschaft, 79, 107-126.</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Opp C., Groll M., Abbasi H., Foroushani M. A. (2021). Causes and effects of sand and dust storms: What has past research taught us? A survey. Journal of Risk and Financial Management, 14(7), 326, DOI: 10.3390/jrfm14070326.</mixed-citation><mixed-citation xml:lang="en">Opp C., Groll M., Abbasi H., Foroushani M. A. (2021). Causes and effects of sand and dust storms: What has past research taught us? A survey. Journal of Risk and Financial Management, 14(7), 326, DOI: 10.3390/jrfm14070326.</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Pellecchia M., Papa G., Barbato M., Capitani G., Negri I. (2023). Origin of non-exhaust PM in cities by individual analysis of particles collected by honey bees (Apis mellifera). Environmental Pollution, 331, 121885, DOI: 10.1016/j.envpol.2023.121885.</mixed-citation><mixed-citation xml:lang="en">Pellecchia M., Papa G., Barbato M., Capitani G., Negri I. (2023). Origin of non-exhaust PM in cities by individual analysis of particles collected by honey bees (Apis mellifera). Environmental Pollution, 331, 121885, DOI: 10.1016/j.envpol.2023.121885.</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Piscitello A., Bianco C., Casasso A., Sethi R. (2021). Non-exhaust traffic emissions: Sources, characterization, and mitigation measures. The Science of the Total Environment, 766, 144440, DOI: 10.1016/j.scitotenv.2020.144440.</mixed-citation><mixed-citation xml:lang="en">Piscitello A., Bianco C., Casasso A., Sethi R. (2021). Non-exhaust traffic emissions: Sources, characterization, and mitigation measures. The Science of the Total Environment, 766, 144440, DOI: 10.1016/j.scitotenv.2020.144440.</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Popovicheva, O., Diapouli, E., Chichaeva, M., Kosheleva, N., Kovach, R., Bitukova, V., Eleftheriadis, K., Kasimov, N. (2024). Aerosol characterization and peculiarities of source apportionment in Moscow, the largest and northernmost European megacity. The Science of the Total Environment, 918, 170315, DOI: 10.1016/j.scitotenv.2024.170315.</mixed-citation><mixed-citation xml:lang="en">Popovicheva, O., Diapouli, E., Chichaeva, M., Kosheleva, N., Kovach, R., Bitukova, V., Eleftheriadis, K., Kasimov, N. (2024). Aerosol characterization and peculiarities of source apportionment in Moscow, the largest and northernmost European megacity. The Science of the Total Environment, 918, 170315, DOI: 10.1016/j.scitotenv.2024.170315.</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Qingjie G., Jun D., Yunchuan X., Qingfei W., Liqiang Y. (2008). Calculating pollution indices by heavy metals in ecological geochemistry assessment and a case study in parks of Beijing. Journal of China University of Geosciences, 19(3), 230-241, DOI: 10.1016/s1002-0705(08)60042-4.</mixed-citation><mixed-citation xml:lang="en">Qingjie G., Jun D., Yunchuan X., Qingfei W., Liqiang Y. (2008). Calculating pollution indices by heavy metals in ecological geochemistry assessment and a case study in parks of Beijing. Journal of China University of Geosciences, 19(3), 230-241, DOI: 10.1016/s1002-0705(08)60042-4.</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Raaschou-Nielsen O., Andersen Z. J., Beelen R., Samoli E., Stafoggia M., Weinmayr G., Hoffmann B. (2013). Air pollution and lung cancer incidence in 17 European cohorts: prospective analyses from the European Study of Cohorts for Air Pollution Effects (ESCAPE). The Lancet Oncology, 14(9), 813-822, DOI: 10.1016/s1470-2045(13)70279-1.</mixed-citation><mixed-citation xml:lang="en">Raaschou-Nielsen O., Andersen Z. J., Beelen R., Samoli E., Stafoggia M., Weinmayr G., Hoffmann B. (2013). Air pollution and lung cancer incidence in 17 European cohorts: prospective analyses from the European Study of Cohorts for Air Pollution Effects (ESCAPE). The Lancet Oncology, 14(9), 813-822, DOI: 10.1016/s1470-2045(13)70279-1.</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Reimann C., Filzmoser P., Garrett R. G. (2005). Background and threshold: critical comparison of methods of determination. The Science of the Total Environment, 346(1-3), 1-16, DOI: 10.1016/j.scitotenv.2004.11.023.</mixed-citation><mixed-citation xml:lang="en">Reimann C., Filzmoser P., Garrett R. G. (2005). Background and threshold: critical comparison of methods of determination. The Science of the Total Environment, 346(1-3), 1-16, DOI: 10.1016/j.scitotenv.2004.11.023.</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Sakai H., Sasaki T., Saito K. (1988). Heavy metal concentrations in urban snow as an indicator of air pollution. The Science of the Total Environment, 77(2-3), 163-174, DOI: 10.1016/0048-9697(88)90053-8.</mixed-citation><mixed-citation xml:lang="en">Sakai H., Sasaki T., Saito K. (1988). Heavy metal concentrations in urban snow as an indicator of air pollution. The Science of the Total Environment, 77(2-3), 163-174, DOI: 10.1016/0048-9697(88)90053-8.</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Seleznev A., Shevchenko A., Malinovsky G., Ivanchukova N., Glukhov V., Hanfi M.Y. (2024). Assessment of the total amount of surface deposited sediments in small towns. Urban Science, 8(4), 178, DOI: 10.3390/urbansci8040178.</mixed-citation><mixed-citation xml:lang="en">Seleznev A., Shevchenko A., Malinovsky G., Ivanchukova N., Glukhov V., Hanfi M.Y. (2024). Assessment of the total amount of surface deposited sediments in small towns. Urban Science, 8(4), 178, DOI: 10.3390/urbansci8040178.</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Seleznev A., Yarmoshenko I., Malinovsky G., Ilgasheva E., Baglaeva E., Ryanskaya A., Kiseleva D., Gulyaeva T. (2019). Snow-dirt sludge as an indicator of environmental and sedimentation processes in the urban environment. Scientific Reports, 9(1), DOI: 10.1038/s41598-01953793-z.</mixed-citation><mixed-citation xml:lang="en">Seleznev A., Yarmoshenko I., Malinovsky G., Ilgasheva E., Baglaeva E., Ryanskaya A., Kiseleva D., Gulyaeva T. (2019). Snow-dirt sludge as an indicator of environmental and sedimentation processes in the urban environment. Scientific Reports, 9(1), DOI: 10.1038/s41598-01953793-z.</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Szwed M., Kozłowski R. (2022). Snow cover as an indicator of dust pollution in the area of exploitation of rock materials in the Świętokrzyskie Mountains. Atmosphere, 13(3), 409, DOI: 10.3390/atmos13030409.</mixed-citation><mixed-citation xml:lang="en">Szwed M., Kozłowski R. (2022). Snow cover as an indicator of dust pollution in the area of exploitation of rock materials in the Świętokrzyskie Mountains. Atmosphere, 13(3), 409, DOI: 10.3390/atmos13030409.</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Novikova V. D., Talovskaya A. V., Yazikov, E. G. (2025). Dynamics of particulate load and chemical composition of snow cover in the area of thermal power and coke chemistry enterprises (case for the city of Kemerovo). Bulletin of the Tomsk Polytechnic University Geo Assets Engineering, 336(3), 193-207, DOI: 10.18799/24131830/2025/3/4984.</mixed-citation><mixed-citation xml:lang="en">Novikova V. D., Talovskaya A. V., Yazikov, E. G. (2025). Dynamics of particulate load and chemical composition of snow cover in the area of thermal power and coke chemistry enterprises (case for the city of Kemerovo). Bulletin of the Tomsk Polytechnic University Geo Assets Engineering, 336(3), 193-207, DOI: 10.18799/24131830/2025/3/4984.</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Tariq S., Nawaz H., Mehmood U., Haq Z. U., Pata U. K., Murshed M. (2023). Remote sensing of air pollution due to forest fires and dust storm over Balochistan (Pakistan). Atmospheric Pollution Research, 14(2), 101674, DOI: 10.1016/j.apr.2023.101674.</mixed-citation><mixed-citation xml:lang="en">Tariq S., Nawaz H., Mehmood U., Haq Z. U., Pata U. K., Murshed M. (2023). Remote sensing of air pollution due to forest fires and dust storm over Balochistan (Pakistan). Atmospheric Pollution Research, 14(2), 101674, DOI: 10.1016/j.apr.2023.101674.</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Tiotiu A. I., Novakova P., Nedeva D., Chong-Neto H. J., Novakova S., Steiropoulos P., Kowal K. (2020). Impact of air pollution on asthma outcomes. International Journal of Environmental Research and Public Health, 17(17), 6212, DOI: 10.3390/ijerph17176212.</mixed-citation><mixed-citation xml:lang="en">Tiotiu A. I., Novakova P., Nedeva D., Chong-Neto H. J., Novakova S., Steiropoulos P., Kowal K. (2020). Impact of air pollution on asthma outcomes. International Journal of Environmental Research and Public Health, 17(17), 6212, DOI: 10.3390/ijerph17176212.</mixed-citation></citation-alternatives></ref><ref id="cit35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">Vijayan A., Österlund H., Marsalek J., Viklander, M. (2024). Traffic-related metals in urban snow cover: A review of the literature data and the feasibility of filling gaps by field data collection. The Science of the Total Environment, 920, 170640, DOI: 10.1016/j.scitotenv.2024.170640.</mixed-citation><mixed-citation xml:lang="en">Vijayan A., Österlund H., Marsalek J., Viklander, M. (2024). Traffic-related metals in urban snow cover: A review of the literature data and the feasibility of filling gaps by field data collection. The Science of the Total Environment, 920, 170640, DOI: 10.1016/j.scitotenv.2024.170640.</mixed-citation></citation-alternatives></ref><ref id="cit36"><label>36</label><citation-alternatives><mixed-citation xml:lang="ru">Vlasov D., Vasil’chuk J., Kosheleva N., Kasimov N. (2020). Dissolved and suspended forms of metals and metalloids in snow cover of Megacity: Partitioning and deposition rates in Western Moscow. Atmosphere, 11(9), 907, DOI: 10.3390/atmos11090907.</mixed-citation><mixed-citation xml:lang="en">Vlasov D., Vasil’chuk J., Kosheleva N., Kasimov N. (2020). Dissolved and suspended forms of metals and metalloids in snow cover of Megacity: Partitioning and deposition rates in Western Moscow. Atmosphere, 11(9), 907, DOI: 10.3390/atmos11090907.</mixed-citation></citation-alternatives></ref><ref id="cit37"><label>37</label><citation-alternatives><mixed-citation xml:lang="ru">Vorobievskaya E., Kirillov S., Sedova N., Slipenchuk M. (2022). Snow cover dust pollution in Murmansk and its suburbs. IOP Conference Series Earth and Environmental Science, 1010(1), 012012, DOI: 10.1088/1755-1315/1010/1/012012.</mixed-citation><mixed-citation xml:lang="en">Vorobievskaya E., Kirillov S., Sedova N., Slipenchuk M. (2022). Snow cover dust pollution in Murmansk and its suburbs. IOP Conference Series Earth and Environmental Science, 1010(1), 012012, DOI: 10.1088/1755-1315/1010/1/012012.</mixed-citation></citation-alternatives></ref><ref id="cit38"><label>38</label><citation-alternatives><mixed-citation xml:lang="ru">Watson A. Y., Bates R. R., Kennedy D. (1988). Assessment of human exposure to air pollution: methods, measurements, and models. Air Pollution, the Automobile, and Public Health. Washington (DC): National Academies Press, DOI: 10.17226/1033.</mixed-citation><mixed-citation xml:lang="en">Watson A. Y., Bates R. R., Kennedy D. (1988). Assessment of human exposure to air pollution: methods, measurements, and models. Air Pollution, the Automobile, and Public Health. Washington (DC): National Academies Press, DOI: 10.17226/1033.</mixed-citation></citation-alternatives></ref><ref id="cit39"><label>39</label><citation-alternatives><mixed-citation xml:lang="ru">Yang H., Song X., Zhang Q. (2020). RS&amp;GIS based PM emission inventories of dust sources over a provincial scale: A case study of Henan province, central China. Atmospheric Environment, 225, 117361, DOI: 10.1016/j.atmosenv.2020.117361.</mixed-citation><mixed-citation xml:lang="en">Yang H., Song X., Zhang Q. (2020). RS&amp;GIS based PM emission inventories of dust sources over a provincial scale: A case study of Henan province, central China. Atmospheric Environment, 225, 117361, DOI: 10.1016/j.atmosenv.2020.117361.</mixed-citation></citation-alternatives></ref><ref id="cit40"><label>40</label><citation-alternatives><mixed-citation xml:lang="ru">Zhou Y., Zhao H., Lu Y., Bai X., Fu Z., Mao J., Tian H. (2024). Heterogeneous evolution and driving forces of multiple hazardous air pollutants and GHGs emissions from China’s primary aluminum industry. The Science of the Total Environment, 953, 176079, DOI: 10.1016/j.scitotenv.2024.176079.</mixed-citation><mixed-citation xml:lang="en">Zhou Y., Zhao H., Lu Y., Bai X., Fu Z., Mao J., Tian H. (2024). Heterogeneous evolution and driving forces of multiple hazardous air pollutants and GHGs emissions from China’s primary aluminum industry. The Science of the Total Environment, 953, 176079, DOI: 10.1016/j.scitotenv.2024.176079.</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
