<?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">10.24057/2071-9388-2022-155</article-id><article-id custom-type="elpub" pub-id-type="custom">gesj-2951</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>Assessment Of Air Pollution And Its Association With Population Health: Geo-Statistical Evidence From Pakistan</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>Fatima</surname><given-names>Munazza</given-names></name></name-alternatives><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Butt</surname><given-names>Ibtisam</given-names></name></name-alternatives><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Nasar-u-Minallah</surname><given-names>Muhammad</given-names></name></name-alternatives><email xlink:type="simple">Nasarbhalli@gmail.com</email><xref ref-type="aff" rid="aff-3"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Atta</surname><given-names>Asad</given-names></name></name-alternatives><bio xml:lang="en"><p>Changsha</p></bio><xref ref-type="aff" rid="aff-4"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Cheng</surname><given-names>Gong</given-names></name></name-alternatives><bio xml:lang="en"><p>Changsha</p></bio><xref ref-type="aff" rid="aff-4"/></contrib></contrib-group><aff xml:lang="en" id="aff-1"><institution>Department of Geography, the Islamia University of Bahawalpur</institution><country>Pakistan</country></aff><aff xml:lang="en" id="aff-2"><institution>Institute of Geography, University of the Punjab Lahore</institution><country>Pakistan</country></aff><aff xml:lang="en" id="aff-3"><institution>Department of Geography, Govt. Graduate College Gojra</institution><country>Pakistan</country></aff><aff xml:lang="en" id="aff-4"><institution>School of Geosciences and Info-Physics, Central South University</institution><country>China</country></aff><pub-date pub-type="collection"><year>2023</year></pub-date><pub-date pub-type="epub"><day>28</day><month>06</month><year>2023</year></pub-date><volume>16</volume><issue>2</issue><fpage>93</fpage><lpage>101</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Fatima M., Butt I., Nasar-u-Minallah M., Atta A., Cheng G., 2023</copyright-statement><copyright-year>2023</copyright-year><copyright-holder xml:lang="ru">Fatima M., Butt I., Nasar-u-Minallah M., Atta A., Cheng G.</copyright-holder><copyright-holder xml:lang="en">Fatima M., Butt I., Nasar-u-Minallah M., Atta A., Cheng G.</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/2951">https://ges.rgo.ru/jour/article/view/2951</self-uri><abstract><p>Human health is harmed by air pollution. The objective of this research was to show that air pollution in Pakistan is getting worse and is negatively impacting people’s health. IQ Air and the Institute for Health Metrics and Evaluation provided the data for this descriptive research. Monthly data of PM2.5 μg/m³ from ten different localities across Pakistan are used to show spatial distribution through the geospatial technique of interpolation. The findings show that two third of the country has high PM2.5 concentration, with Lahore as the most polluted city. In Pakistan, solid fuel use has decreased, leading to a decline in associated mortality and morbidity. However, there have been significant increases in PM2.5 and ozone levels, resulting in a rise in the country’s overall health burden caused by air pollution. Furthermore, the number of deaths attributed to air pollution has also increased since 1990.  A total of 57% of chronic obstructive pulmonary disease, 40% of lower respiratory infections, 36% of ischemic stroke, 35% of ischemic heart diseases, 32% of lung cancer, 25% of diabetes, and 20% of neonatal outcomes are directly attributed to air pollution in Pakistan. The main contributors to air pollution are population growth, growing motorization, and unsustainable energy usage. The main challenges due to air pollution control and monitoring in Pakistan include a lack of awareness, poor policy creation and implementation, the use of improper fuel, rising energy demands, and an absence of pollution monitoring stations in most cities. Therefore, there is a need for a robust air pollution monitoring system, increased public awareness, and the implementation of clean and sustainable policies to regulate this environmental health issue. </p></abstract><kwd-group xml:lang="en"><kwd>air pollution</kwd><kwd>health effects</kwd><kwd>interpolation</kwd><kwd>Pakistan</kwd><kwd>PM2.5</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Ali M.U., Rashid A., Yousaf B. and Kamal A. (2017). Health outcomes of road-traffic pollution among exposed roadside workers in Rawalpindi City, Pakistan. Human and Ecological Risk Assessment: An International Journal, 23, 1330-1339, DOI: 10.1080/10807039.2017.1308814.</mixed-citation><mixed-citation xml:lang="en">Ali M.U., Rashid A., Yousaf B. and Kamal A. (2017). Health outcomes of road-traffic pollution among exposed roadside workers in Rawalpindi City, Pakistan. Human and Ecological Risk Assessment: An International Journal, 23, 1330-1339, DOI: 10.1080/10807039.2017.1308814.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Anjum M.S., Ali S.M., Subhani M.A., Anwar M.N., Nizami A.S., Ashraf U. and Khokhar M. F. (2021). An emerged challenge of air pollution and ever-increasing particulate matter in Pakistan; a critical review. Journal of Hazardous Materials, 402, 123-943, DOI: 10.1016/j.jhazmat.2020.123943.</mixed-citation><mixed-citation xml:lang="en">Anjum M.S., Ali S.M., Subhani M.A., Anwar M.N., Nizami A.S., Ashraf U. and Khokhar M. F. (2021). An emerged challenge of air pollution and ever-increasing particulate matter in Pakistan; a critical review. Journal of Hazardous Materials, 402, 123-943, DOI: 10.1016/j.jhazmat.2020.123943.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Burki S.J., Ziring L., Ludin M., Qadir P., Rahman N., and Ilyas Q. (2021). Pakistan. Encyclopaedia Britannica.</mixed-citation><mixed-citation xml:lang="en">Burki S.J., Ziring L., Ludin M., Qadir P., Rahman N., and Ilyas Q. (2021). Pakistan. Encyclopaedia Britannica.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Colbeck I., Nasir Z. A. and Ali Z. (2010). The state of indoor air quality in Pakistan — a review. Environmental Science and Pollution Research, 17(6), 1187-1196, DOI: 10.1007/s11356-010-0293-3.</mixed-citation><mixed-citation xml:lang="en">Colbeck I., Nasir Z. A. and Ali Z. (2010). The state of indoor air quality in Pakistan — a review. Environmental Science and Pollution Research, 17(6), 1187-1196, DOI: 10.1007/s11356-010-0293-3.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Fiordelisi A., Piscitelli P., Trimarco B., Coscioni E., Iaccarino G. and Sorriento D. (2017). The mechanisms of air pollution and particulate matter in cardiovascular diseases. Heart Failure Reviews, 22, 337-347, DOI: 10.1007/s10741-017-9606-7.</mixed-citation><mixed-citation xml:lang="en">Fiordelisi A., Piscitelli P., Trimarco B., Coscioni E., Iaccarino G. and Sorriento D. (2017). The mechanisms of air pollution and particulate matter in cardiovascular diseases. Heart Failure Reviews, 22, 337-347, DOI: 10.1007/s10741-017-9606-7.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Hussain M., Butt A.R., Uzma F., Ahmed R., Irshad S., Rehman A. and Yousaf B. (2019). A comprehensive review of climate change impacts, adaptation, and mitigation of environmental and natural calamities in Pakistan. Environmental Monitoring and Assessment, 192, 48, DOI: 10.1007/s10661-019-7956-4.</mixed-citation><mixed-citation xml:lang="en">Hussain M., Butt A.R., Uzma F., Ahmed R., Irshad S., Rehman A. and Yousaf B. (2019). A comprehensive review of climate change impacts, adaptation, and mitigation of environmental and natural calamities in Pakistan. Environmental Monitoring and Assessment, 192, 48, DOI: 10.1007/s10661-019-7956-4.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">IHME. (2021). How We Estimate Burden of Disease [online]. Institute for Health Metrics and Evaluation. Available at: https://www.stateofglobalair.org/data/estimate-burden [Accessed 6 Nov. 2021].</mixed-citation><mixed-citation xml:lang="en">IHME. (2021). How We Estimate Burden of Disease [online]. Institute for Health Metrics and Evaluation. Available at: https://www.stateofglobalair.org/data/estimate-burden [Accessed 6 Nov. 2021].</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Ilyas S.Z. (2007). A review of transport and urban air pollution in Pakistan. Journal of Applied Sciences and Environmental Management, 11, 35-45, DOI: 10.4314/jasem.v11i2.55004.</mixed-citation><mixed-citation xml:lang="en">Ilyas S.Z. (2007). A review of transport and urban air pollution in Pakistan. Journal of Applied Sciences and Environmental Management, 11, 35-45, DOI: 10.4314/jasem.v11i2.55004.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Ilyas S.Z., Khattak A.I., Nasir S.M., Qurashi T. and Durrani R. (2010). Air pollution assessment in urban areas and its impact on human health in the city of Quetta, Pakistan. Clean Technologies and Environmental Policy, 12, 291-299, DOI: 10.1007/s10098-009-0209-4.</mixed-citation><mixed-citation xml:lang="en">Ilyas S.Z., Khattak A.I., Nasir S.M., Qurashi T. and Durrani R. (2010). Air pollution assessment in urban areas and its impact on human health in the city of Quetta, Pakistan. Clean Technologies and Environmental Policy, 12, 291-299, DOI: 10.1007/s10098-009-0209-4.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">IQAIR. (2020). World’s most polluted countries 2020 (PM2.5) [online]. IQAir. Available at: https://www.iqair.com/world-most-polluted-countries [Accessed 29 Oct. 2021].</mixed-citation><mixed-citation xml:lang="en">IQAIR. (2020). World’s most polluted countries 2020 (PM2.5) [online]. IQAir. Available at: https://www.iqair.com/world-most-polluted-countries [Accessed 29 Oct. 2021].</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">IQAIR. (2023). Air quality in Pakistan, [online] IQAir. Available at: https://www.iqair.com/pakistan [Accessed 19 May 2023].</mixed-citation><mixed-citation xml:lang="en">IQAIR. (2023). Air quality in Pakistan, [online] IQAir. Available at: https://www.iqair.com/pakistan [Accessed 19 May 2023].</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Kampa M. and Castanas E. (2008). Human health effects of air pollution. Environmental Pollution, 151, 362-367, DOI: 10.1016/j.envpol.2007.06.012.</mixed-citation><mixed-citation xml:lang="en">Kampa M. and Castanas E. (2008). Human health effects of air pollution. Environmental Pollution, 151, 362-367, DOI: 10.1016/j.envpol.2007.06.012.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Khan M.S.B. and Lohano H.D. (2018). Household air pollution from cooking fuel and respiratory health risks for children in Pakistan. Environmental Science and Pollution Research, 25, 24778-24786, DOI: 10.1007/s11356-018-2513-1.</mixed-citation><mixed-citation xml:lang="en">Khan M.S.B. and Lohano H.D. (2018). Household air pollution from cooking fuel and respiratory health risks for children in Pakistan. Environmental Science and Pollution Research, 25, 24778-24786, DOI: 10.1007/s11356-018-2513-1.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Khan A.A., Fatima M., Khan K. (2014). Spatial analysis of environmental health risks: A case of Bahawalpur district, Pakistan. Pakistan Journal of Commerce and Social Sciences, 8, 238-257.</mixed-citation><mixed-citation xml:lang="en">Khan A.A., Fatima M., Khan K. (2014). Spatial analysis of environmental health risks: A case of Bahawalpur district, Pakistan. Pakistan Journal of Commerce and Social Sciences, 8, 238-257.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Khwaja H.A., Fatmi Z., Malashock D., Aminov Z., Kazi A., Siddique A., Qureshi J. and Carpenter D.O. (2012). Effect of air pollution on daily morbidity in Karachi, Pakistan. Journal of Local and Global Health Science, 2012(3), DOI: 10.5339/jlghs.2012.3.</mixed-citation><mixed-citation xml:lang="en">Khwaja H.A., Fatmi Z., Malashock D., Aminov Z., Kazi A., Siddique A., Qureshi J. and Carpenter D.O. (2012). Effect of air pollution on daily morbidity in Karachi, Pakistan. Journal of Local and Global Health Science, 2012(3), DOI: 10.5339/jlghs.2012.3.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Kim K.H., Jahan S.A. and Kabir E. (2011). A review of diseases associated with household air pollution due to the use of biomass fuels. Journal of Hazardous Materials, 192, 425-431, DOI: 10.1016/j.jhazmat.2011.05.087.</mixed-citation><mixed-citation xml:lang="en">Kim K.H., Jahan S.A. and Kabir E. (2011). A review of diseases associated with household air pollution due to the use of biomass fuels. Journal of Hazardous Materials, 192, 425-431, DOI: 10.1016/j.jhazmat.2011.05.087.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Lee B.J., Kim B. and Lee K. (2014). Air Pollution Exposure and Cardiovascular Disease. Toxicological Research, 30(2), 71-75, DOI: 10.5487/TR.2014.30.2.071.</mixed-citation><mixed-citation xml:lang="en">Lee B.J., Kim B. and Lee K. (2014). Air Pollution Exposure and Cardiovascular Disease. Toxicological Research, 30(2), 71-75, DOI: 10.5487/TR.2014.30.2.071.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Mannucci P.M. and Franchini M. (2017). Health Effects of Ambient Air Pollution in Developing Countries. International Journal of Environmental Research and Public Health, 14, 1048, DOI: 10.3390/ijerph14091048.</mixed-citation><mixed-citation xml:lang="en">Mannucci P.M. and Franchini M. (2017). Health Effects of Ambient Air Pollution in Developing Countries. International Journal of Environmental Research and Public Health, 14, 1048, DOI: 10.3390/ijerph14091048.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Maqsood N., Younes I., and Nasar-u-Minallah M. (2019) Industrial Noise Pollution and Its Impact on the Hearing Capacity of Workers: A Case Study of Gujranwala City, Pakistan. International Journal of Economic and Environmental Geology, 10(2), 45-49, DOI: 10.46660/ijeeg.Vol10.Iss2.2019.261.</mixed-citation><mixed-citation xml:lang="en">Maqsood N., Younes I., and Nasar-u-Minallah M. (2019) Industrial Noise Pollution and Its Impact on the Hearing Capacity of Workers: A Case Study of Gujranwala City, Pakistan. International Journal of Economic and Environmental Geology, 10(2), 45-49, DOI: 10.46660/ijeeg.Vol10.Iss2.2019.261.</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Mir K.A., Purohit P., Goldstein G.A. and Balasubramanian R. (2016). Analysis of baseline and alternative air quality scenarios for Pakistan: An integrated approach. Environmental Science and Pollution Research, 23, 21780-21793, DOI: 10.1007/s11356-016-7358-x.</mixed-citation><mixed-citation xml:lang="en">Mir K.A., Purohit P., Goldstein G.A. and Balasubramanian R. (2016). Analysis of baseline and alternative air quality scenarios for Pakistan: An integrated approach. Environmental Science and Pollution Research, 23, 21780-21793, DOI: 10.1007/s11356-016-7358-x.</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Naz L. and Ghimire U. (2020). Assessing the prevalence trend of childhood pneumonia associated with indoor air pollution in Pakistan. Environmental Science and Pollution Research, 27, 44540-44551, DOI: 10.1007/s11356-020-10346-6.</mixed-citation><mixed-citation xml:lang="en">Naz L. and Ghimire U. (2020). Assessing the prevalence trend of childhood pneumonia associated with indoor air pollution in Pakistan. Environmental Science and Pollution Research, 27, 44540-44551, DOI: 10.1007/s11356-020-10346-6.</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Riaz K., Aziz N. and Riaz H. (2021). Estimating the Extreme Temperature Occurrence Over Pakistan Using Interannual and Interdecadal Temperature Variation and Teleconnections During 1901-2018. International Journal of Climate Research, Conscientia Beam, 5, 15-24, DOI: 10.18488/journal.112.2021.51.15.24.</mixed-citation><mixed-citation xml:lang="en">Riaz K., Aziz N. and Riaz H. (2021). Estimating the Extreme Temperature Occurrence Over Pakistan Using Interannual and Interdecadal Temperature Variation and Teleconnections During 1901-2018. International Journal of Climate Research, Conscientia Beam, 5, 15-24, DOI: 10.18488/journal.112.2021.51.15.24.</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Saldiva P.H.N., Lichtenfels A.J.F.C., Paiva P.S.O., Barone I.A., Martins M.A., Massad E., Pereira, J.C.R., Xavier V.P., Singer J.M. and Bohm G.M. (1994). Association between Air Pollution and Mortality Due to Respiratory Diseases in Children in São Paulo, Brazil: A Preliminary Report. Environmental Research, 65, 218-225, DOI: 10.1006/enrs.1994.1033.</mixed-citation><mixed-citation xml:lang="en">Saldiva P.H.N., Lichtenfels A.J.F.C., Paiva P.S.O., Barone I.A., Martins M.A., Massad E., Pereira, J.C.R., Xavier V.P., Singer J.M. and Bohm G.M. (1994). Association between Air Pollution and Mortality Due to Respiratory Diseases in Children in São Paulo, Brazil: A Preliminary Report. Environmental Research, 65, 218-225, DOI: 10.1006/enrs.1994.1033.</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Sánchez-Triana E., Enriquez S., Afzal J., Nakagawa A. and Khan A.S. (2014). Cleaning Pakistan’s Air Policy Options to Address the Cost of Outdoor Air Pollution. Washington, DC: International Bank for Reconstruction and Development / The World Bank.</mixed-citation><mixed-citation xml:lang="en">Sánchez-Triana E., Enriquez S., Afzal J., Nakagawa A. and Khan A.S. (2014). Cleaning Pakistan’s Air Policy Options to Address the Cost of Outdoor Air Pollution. Washington, DC: International Bank for Reconstruction and Development / The World Bank.</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Sughis M., Nawrot T.S., Ihsan-ul-haque S., Amjad A. and Nemery B. (2012). Blood pressure and particulate air pollution in schoolchildren of Lahore, Pakistan. BMC Public Health, 12, 378, DOI: 10.1186/1471-2458-12-378.</mixed-citation><mixed-citation xml:lang="en">Sughis M., Nawrot T.S., Ihsan-ul-haque S., Amjad A. and Nemery B. (2012). Blood pressure and particulate air pollution in schoolchildren of Lahore, Pakistan. BMC Public Health, 12, 378, DOI: 10.1186/1471-2458-12-378.</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Tabinda, A.B., Ali, H., Yasar, A., Rasheed, R., Mahmood, A. and Iqbal, A. (2020). Comparative Assessment of Ambient Air Quality of Major Cities of Pakistan. MAPAN, 35, 25-32.</mixed-citation><mixed-citation xml:lang="en">Tabinda, A.B., Ali, H., Yasar, A., Rasheed, R., Mahmood, A. and Iqbal, A. (2020). Comparative Assessment of Ambient Air Quality of Major Cities of Pakistan. MAPAN, 35, 25-32.</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Ullah S., Ullah N., Rajper S.A., Ahmad I. and Li Z. (2021). Air pollution and associated self-reported effects on the exposed students at Malakand division, Pakistan. Environmental Monitoring and Assessment, 193, 708, DOI: 10.1007/s10661-021-09484-2.</mixed-citation><mixed-citation xml:lang="en">Ullah S., Ullah N., Rajper S.A., Ahmad I. and Li Z. (2021). Air pollution and associated self-reported effects on the exposed students at Malakand division, Pakistan. Environmental Monitoring and Assessment, 193, 708, DOI: 10.1007/s10661-021-09484-2.</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">UNODC. (2022). Country Profile: Pakistan [online]. United Nations Office on Drugs and Crimes. Available at: https://www.unodc.org/pakistan/en/country-profile-pakistan.html [Accessed 12 Mar. 2023].</mixed-citation><mixed-citation xml:lang="en">UNODC. (2022). Country Profile: Pakistan [online]. United Nations Office on Drugs and Crimes. Available at: https://www.unodc.org/pakistan/en/country-profile-pakistan.html [Accessed 12 Mar. 2023].</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">WHO. (2018). Household air pollution and health, [online] World Health Organization. Available at: https://www.who.int/news-room/factsheets/detail/household-air-pollution-and-health [Accessed 21 Jun. 2021].</mixed-citation><mixed-citation xml:lang="en">WHO. (2018). Household air pollution and health, [online] World Health Organization. Available at: https://www.who.int/news-room/factsheets/detail/household-air-pollution-and-health [Accessed 21 Jun. 2021].</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">WHO. (2021a). Air Pollution, [online] World Health Organization. Available at: https://www.who.int/health-topics/air-pollution#tab=tab_1 [Accessed 22 Jun. 2021].</mixed-citation><mixed-citation xml:lang="en">WHO. (2021a). Air Pollution, [online] World Health Organization. Available at: https://www.who.int/health-topics/air-pollution#tab=tab_1 [Accessed 22 Jun. 2021].</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">WHO. (2021b). Air quality and health, [online] World Health Organization. Available at: https://www.who.int/teams/environment-climatechange-and-health/air-quality-and-health/health-impacts/types-of-pollutants [Accessed 23 Jun. 2021].</mixed-citation><mixed-citation xml:lang="en">WHO. (2021b). Air quality and health, [online] World Health Organization. Available at: https://www.who.int/teams/environment-climatechange-and-health/air-quality-and-health/health-impacts/types-of-pollutants [Accessed 23 Jun. 2021].</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">WHO (2021c). WHO global air quality guidelines: particulate matter (PM2. 5 and PM10), ozone, nitrogen dioxide, sulfur dioxide and carbon monoxide: executive summary.</mixed-citation><mixed-citation xml:lang="en">WHO (2021c). WHO global air quality guidelines: particulate matter (PM2. 5 and PM10), ozone, nitrogen dioxide, sulfur dioxide and carbon monoxide: executive summary.</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Wong D.W., Yuan L. and Perlin S.A. (2004). Comparison of spatial interpolation methods for the estimation of air quality data. Journal of Exposure Science and Environmental Epidemiology, 14, 404-415, DOI: 10.1038/sj.jea.7500338.</mixed-citation><mixed-citation xml:lang="en">Wong D.W., Yuan L. and Perlin S.A. (2004). Comparison of spatial interpolation methods for the estimation of air quality data. Journal of Exposure Science and Environmental Epidemiology, 14, 404-415, DOI: 10.1038/sj.jea.7500338.</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Zia S., Yaqoob S., Nasar-u-Minallah M., Hanif A., and Aslam A. (2021). Relationship Analysis between Vegetation and Traffic Noise Pollution: A Case Study of Lahore, Pakistan. International Journal of Economic and Environmental Geology, 12(3), 65-69, DOI: 10.46660/ijeeg.Vol12.Iss3.2021.624.</mixed-citation><mixed-citation xml:lang="en">Zia S., Yaqoob S., Nasar-u-Minallah M., Hanif A., and Aslam A. (2021). Relationship Analysis between Vegetation and Traffic Noise Pollution: A Case Study of Lahore, Pakistan. International Journal of Economic and Environmental Geology, 12(3), 65-69, DOI: 10.46660/ijeeg.Vol12.Iss3.2021.624.</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>
