IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i2p1370-d1032063.html
   My bibliography  Save this article

Air Pollution Modeling for Sustainable Urban Mobility with COVID-19 Impact Analysis: Case Study of Skopje

Author

Listed:
  • Mladen Miletić

    (Faculty of Transport and Traffic Sciences, University of Zagreb, Vukelićeva 4, 10000 Zagreb, Croatia)

  • Edouard Ivanjko

    (Faculty of Transport and Traffic Sciences, University of Zagreb, Vukelićeva 4, 10000 Zagreb, Croatia)

  • Tomislav Fratrović

    (Faculty of Transport and Traffic Sciences, University of Zagreb, Vukelićeva 4, 10000 Zagreb, Croatia)

  • Borna Abramović

    (Faculty of Transport and Traffic Sciences, University of Zagreb, Vukelićeva 4, 10000 Zagreb, Croatia)

Abstract

Air pollution is one of the major problems in today’s urban areas. With increasing development and the need for the transport of goods and people, it has become imperative to seek sustainable urban mobility solutions. The impact of restrictive COVID-19 pandemic measures provides a unique insight into the possible reductions in air pollution. This paper presents a case study on the city of Skopje, North Macedonia, and attempts to identify the effect of traffic emissions on air quality. Resultant correlation analysis and linear regression models show the impacts of multiple factors contributing to air pollution. Finally, a discussion on the impact of COVID-19 measures on air pollution is provided. The main findings of this research are the observed drop in air pollution levels during COVID-19 measures, the effects on air pollution models, and the identification of primary pollutants in the city of Skopje.

Suggested Citation

  • Mladen Miletić & Edouard Ivanjko & Tomislav Fratrović & Borna Abramović, 2023. "Air Pollution Modeling for Sustainable Urban Mobility with COVID-19 Impact Analysis: Case Study of Skopje," Sustainability, MDPI, vol. 15(2), pages 1-21, January.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:2:p:1370-:d:1032063
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/2/1370/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/2/1370/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Louis-François Tétreault & Stéphane Perron & Audrey Smargiassi, 2013. "Cardiovascular health, traffic-related air pollution and noise: are associations mutually confounded? A systematic review," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 58(5), pages 649-666, October.
    2. Muley, Deepti & Ghanim, Mohammad Shareef & Mohammad, Anas & Kharbeche, Mohamed, 2021. "Quantifying the impact of COVID–19 preventive measures on traffic in the State of Qatar," Transport Policy, Elsevier, vol. 103(C), pages 45-59.
    3. Gerardo Sanchez Martinez & Joseph V. Spadaro & Dimitris Chapizanis & Vladimir Kendrovski & Mihail Kochubovski & Pierpaolo Mudu, 2018. "Health Impacts and Economic Costs of Air Pollution in the Metropolitan Area of Skopje," IJERPH, MDPI, vol. 15(4), pages 1-11, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ikenna C. Eze & Medea Imboden & Maria Foraster & Emmanuel Schaffner & Ashish Kumar & Danielle Vienneau & Harris Héritier & Franziska Rudzik & Laurie Thiesse & Reto Pieren & Arnold Von Eckardstein & Ch, 2017. "Exposure to Night-Time Traffic Noise, Melatonin-Regulating Gene Variants and Change in Glycemia in Adults," IJERPH, MDPI, vol. 14(12), pages 1-18, December.
    2. Stefani Kulebanova & Jana Prodanova & Aleksandra Dedinec & Trifce Sandev & Desheng Wu & Ljupco Kocarev, 2024. "Media Sentiment on Air Pollution: Seasonal Trends in Relation to PM10 Levels," Sustainability, MDPI, vol. 16(15), pages 1-20, July.
    3. Xiya Zhang & Haibo Hu, 2019. "Combining Data from Multiple Sources to Evaluate Spatial Variations in the Economic Costs of PM 2.5 -Related Health Conditions in the Beijing–Tianjin–Hebei Region," IJERPH, MDPI, vol. 16(20), pages 1-17, October.
    4. Omar Jouma El-Hafez & Tarek Y. ElMekkawy & Mohamed Kharbeche & Ahmed Massoud, 2022. "Impact of COVID-19 Pandemic on Qatar Electricity Demand and Load Forecasting: Preparedness of Distribution Networks for Emerging Situations," Sustainability, MDPI, vol. 14(15), pages 1-13, July.
    5. Shuai Yu & Bin Li & Dongmei Liu, 2023. "Exploring the Public Health of Travel Behaviors in High-Speed Railway Environment during the COVID-19 Pandemic from the Perspective of Trip Chain: A Case Study of Beijing–Tianjin–Hebei Urban Agglomera," IJERPH, MDPI, vol. 20(2), pages 1-22, January.
    6. Nicolas Borchers-Arriagada & Andrew J. Palmer & David M.J.S. Bowman & Grant J. Williamson & Fay H. Johnston, 2020. "Health Impacts of Ambient Biomass Smoke in Tasmania, Australia," IJERPH, MDPI, vol. 17(9), pages 1-17, May.
    7. Agnieszka Jakubowska & Marcin Rabe, 2022. "Air Pollution and Limitations in Health: Identification of Inequalities in the Burdens of the Economies of the “Old” and “New” EU," Energies, MDPI, vol. 15(17), pages 1-16, August.
    8. Owen Douglas & Enda Murphy, 2020. "Assessing the Treatment of Potential Effect Modifiers Informing World Health Organisation Guidelines for Environmental Noise," IJERPH, MDPI, vol. 17(1), pages 1-17, January.
    9. Luc Dekoninck & Dick Botteldooren & Luc Int Panis, 2017. "Extending Participatory Sensing to Personal Exposure Using Microscopic Land Use Regression Models," IJERPH, MDPI, vol. 14(6), pages 1-17, May.
    10. Enembe O. Okokon & Tarja Yli-Tuomi & Taina Siponen & Pekka Tiittanen & Anu W. Turunen & Leena Kangas & Ari Karppinen & Jaakko Kukkonen & Timo Lanki, 2021. "Heterogeneous Urban Exposures and Prevalent Hypertension in the Helsinki Capital Region, Finland," IJERPH, MDPI, vol. 18(3), pages 1-14, January.
    11. Stephen A. Stansfeld, 2015. "Noise Effects on Health in the Context of Air Pollution Exposure," IJERPH, MDPI, vol. 12(10), pages 1-26, October.
    12. Kwan, Soo Chen & Ismail, Rohaida & Ismail, Nor Halizam & Mohamed, Norlen, 2021. "An ecological study of the relationship between urban built environment and cardiovascular hospital admissions (2004–2016) in an Asian developing country," Social Science & Medicine, Elsevier, vol. 276(C).
    13. Miroslaw Smieszek & Vasyl Mateichyk & Magdalena Dobrzanska & Pawel Dobrzanski & Ganna Weigang, 2021. "The Impact of the Pandemic on Vehicle Traffic and Roadside Environmental Pollution: Rzeszow City as a Case Study," Energies, MDPI, vol. 14(14), pages 1-20, July.
    14. Marcus Hedblom & Bengt Gunnarsson & Martin Schaefer & Igor Knez & Pontus Thorsson & Johan N. Lundström, 2019. "Sounds of Nature in the City: No Evidence of Bird Song Improving Stress Recovery," IJERPH, MDPI, vol. 16(8), pages 1-12, April.
    15. Olivier Chanel & Laura Perez & Nino Künzli & Sylvia Medina, 2016. "The hidden economic burden of air pollution-related morbidity: evidence from the Aphekom project," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 17(9), pages 1101-1115, December.
    16. Elise Van Kempen & Maribel Casas & Göran Pershagen & Maria Foraster, 2018. "WHO Environmental Noise Guidelines for the European Region: A Systematic Review on Environmental Noise and Cardiovascular and Metabolic Effects: A Summary," IJERPH, MDPI, vol. 15(2), pages 1-59, February.
    17. Yaming Fan & Jingliang Dong & Lin Tian & Kiao Inthavong & Jiyuan Tu, 2020. "Numerical and Experimental Analysis of Inhalation Airflow Dynamics in a Human Pharyngeal Airway," IJERPH, MDPI, vol. 17(5), pages 1-14, February.
    18. Marcelle Virginia Canto & Mònica Guxens & Anna García-Altés & Maria José López & Marc Marí-Dell’Olmo & Javier García-Pérez & Rebeca Ramis, 2023. "Air Pollution and Birth Outcomes: Health Impact and Economic Value Assessment in Spain," IJERPH, MDPI, vol. 20(3), pages 1-14, January.
    19. Md Rakibul Islam & Mohamed Abdel-Aty & Zubayer Islam & Shile Zhang, 2022. "Risk-Compensation Trends in Road Safety during COVID-19," Sustainability, MDPI, vol. 14(9), pages 1-17, April.
    20. Fan Pu & Weiran Chen & Chenxi Li & Jingqiao Fu & Weijing Gao & Chao Ma & Xingqi Cao & Lingzhi Zhang & Meng Hao & Jin Zhou & Rong Huang & Yanan Ma & Kejia Hu & Zuyun Liu, 2024. "Heterogeneous associations of multiplexed environmental factors and multidimensional aging metrics," Nature Communications, Nature, vol. 15(1), pages 1-11, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:15:y:2023:i:2:p:1370-:d:1032063. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.