Impacts of Covid-19 Lockdown on Concentration Levels of Traffic-Related Air Pollutants in Ibadan -a West African City

Authors

Keywords:

Covid-19 lockdown, Traffic intersection, Particulates, Gaseous pollutants, Ibadan

Abstract

Trends and sources of air pollution at twenty-five traffic Intersections (TIs) before and during covid-19 lockdown were investigated in Ibadan, Nigeria. The relationships among climatic parameters, vehicular counts and ten air pollutants which includes particulate matter (PM1, PM2.5, PM10 & Total Suspended Particles-TSP) and gaseous pollutants (CO, NO2, SO2, NH3, total volatile organic compounds-TVOCs, and ground level O3) measured simultaneously at TIs were analysed. Results indicated significant decrease in mean concentrations of all pollutants studied except NO2 with 212% increase during the study period. Concentrations of gaseous pollutants CO, SO2, NH3, TVOCs and ground level O3  reduced by 7.92%, 24.80%, 1.58%, 44.08% and 4.28%, respectively while particulates concentrations of  PM1, PM2.5, PM10 and TSP concentrations decreased by 49.64%, 60.79%, 81.21% and 84.17%, respectively during lockdown. An integrated source apportionment approach using Pearson’s correlation, Airflow backward trajectories arriving in the study area and Principal component analysis (PCA) identified vehicular emission as the primary source of studied air pollutants at TIs before and during lockdown in Ibadan. Emission from residences, roadside fuel combustion and local air transport of pollutants from nearby upwind areas with industries and farming activities were identified as secondary sources of air pollution affecting the study area.

References

Abdullah, S.; A. A. Mansor; N. N. Napi; W. N. W. Mansor; A. N. Ahmed; M. Ismail and Z. T. A. Ramly. (2020). Air quality status during 2020 Malaysia Movement Control Order (MCO) due to 2019 novel coronavirus (2019-nCoV) pandemic. Science of the Total Environment, 729, 139022.

Abou El-Magd, I. and Zanaty, N., (2021). Impacts of short-term lockdown during COVID-19 on air quality in Egypt. The Egyptian Journal of Remote Sensing and Space Science, 24(3), 493-500.

Adeniran, J.; R. Yusuf and A. Olajire. (2017a). Exposure to coarse and fine particulate matter at and around major intra-urban traffic intersections of Ilorin metropolis, Nigeria. Atmospheric environment, 166, 383-392.

Adeniran, J. A.; A. S. Aremu; Y. O. Saadu and R. O. Yusuf. (2018). Particulate matter concentration levels during intense haze event in an urban environment. Environmental monitoring and assessment, 190(1), 41.

Adeniran, J. A.; R. O. Yusuf and A. A. Olajire. (2017b). Exposure to coarse and fine particulate matter at and around major intra-urban traffic intersections of Ilorin metropolis, Nigeria. Atmospheric environment, 166, 383-392. doi:10.1016/j.atmosenv.2017.07.041

Ahmad, M.; Q. Yu; J. Chen; S. Cheng; W. Qin and Y. Zhang. (2021). Chemical characteristics, oxidative potential, and sources of PM2.5 in wintertime in Lahore and Peshawar, Pakistan. J Environ Sci (China), 102, 148-158. doi:10.1016/j.jes.2020.09.014

Ajayi, O. O.; M. A. Charles-Davies and O. G. Arinola. (2012). Progesterone, selected heavy metals and micronutrients in pregnant Nigerian women with a history of recurrent spontaneous abortion. Afr Health Sci, 12(2), 153-159. doi:10.4314/ahs.v12i2.12

Balakrishnan, K.; S. Dey; T. Gupta; R. Dhaliwal; M. Brauer; A. J. Cohen and A. N. Aggarwal. (2019). The impact of air pollution on deaths, disease burden, and life expectancy across the states of India: the Global Burden of

Disease Study 2017. The Lancet Planetary Health, 3(1), e26-e39.

Bao, R., & Zhang, A. (2020). Does lockdown reduce air pollution? Evidence from 44 cities in northern China. Science of the Total Environment, 731, 139052.

Bhanarkar, A.; S. Goyal; R. Sivacoumar and C. C. Rao. (2005). Assessment of contribution of SO2 and NO2 from different sources in Jamshedpur region, India. Atmospheric environment, 39(40), 7745-7760.

Biswal, A.; T. Singh; V. Singh; K. Ravindra and S. Mor. (2020). COVID-19 lockdown and its impact on tropospheric NO2 concentrations over India using satellite-based data. Heliyon, 6(9), e04764.

Brauer, M. (2010). How much, how long, what, and where: air pollution exposure assessment for epidemiologic studies of respiratory disease. Proceedings of the American Thoracic Society, 7(2), 111-115.

Bretón, J. G. C.; R. M. C. Bretón; F. V. Ucan; C. B. Baeza; M. D. Fuentes; E. R. Lara and M. P. U. Chi. (2017). Characterization and sources of Aromatic Hydrocarbons (BTEX) in the atmosphere of two urban sites located in Yucatan Peninsula in Mexico. Atmosphere, 8(6), 107.

Chauhan, A. and Singh, R. P. (2020). Decline in PM2.5 concentrations over major cities around the world associated with COVID-19. Environ Res, 187, 109634. doi:10.1016/j.envres.2020.109634

Chen, G.; L. Morawska; W. Zhang; S. Li; W. Cao; H. Ren and G. Williams. (2018). Spatiotemporal variation of PM1 pollution in China. Atmospheric environment, 178, 198-205.

Chen, Z.; X. Hao; X. Zhang and F. Chen. (2021). Have traffic restrictions improved air quality? A shock from COVID-19. Journal of Cleaner Production, 279, 123622.

Cichowicz, R.; G. Wielgosiński and W. Fetter. (2020). Effect of wind speed on the level of particulate matter PM10 concentration in atmospheric air during winter season in vicinity of large combustion plant. Journal of Atmospheric Chemistry, 77, 35-48.

Codjo-Seignon, K. L.; V. M. Houssou; P. Kossolou; G. E. Sopoh and M. P. Aina. (2021). Temporal variations in air pollution at two roundabouts in the city of Cotonou, Benin. Journal of Public Health Research, 10(4), jphr-2021.

Cohen, A. J.; M. Brauer; R. Burnett; H. R. Anderson; J. Frostad; K. Estep and M. H. Forouzanfar. (2017). Estimates and 25-year trends of the global burden of disease attributable to ambient air pollution: an analysis of data from the Global Burden of Diseases Study 2015. Lancet, 389(10082), 1907-1918. doi:10.1016/S0140-6736(17)30505-6

Cruz, L. P.; D. F. Santos; I. F. dos Santos; I. V. Gomes; A. V. Santos and K. S. Souza. (2020). Exploratory analysis of the atmospheric levels of BTEX, criteria air pollutants and meteorological parameters in a tropical urban area in Northeastern Brazil. Microchemical Journal, 152, 104265.

Dantas, G.; B. Siciliano; B. B. Franca; C. M. da Silva and G. Arbilla. (2020). The impact of COVID-19 partial lockdown on the air quality of the city of Rio de Janeiro, Brazil. Sci Total Environ, 729, 139085. doi:10.1016/j.scitotenv.2020.139085

Davidović, M.; S. Dmitrašinović; M. Jovanović; J. Radonić and M. Jovašević-Stojanović. (2021). Diurnal, Temporal and Spatial Variations of Main Air Pollutants Before and during Emergency Lockdown in the City of Novi Sad (Serbia). Applied Sciences, 11(3), 1212.

Fenech, S., & Aquilina, N. J. (2020). Trends in ambient ozone, nitrogen dioxide, and particulate matter concentrations over the Maltese Islands and the corresponding health impacts. Sci Total Environ, 700, 134527. doi:10.1016/j.scitotenv.2019.134527

Gallego, E.; F. X. Roca; X. Guardino and M. G. Rosell. (2008). Indoor and outdoor BTX levels in Barcelona City metropolitan area and Catalan rural areas. J Environ Sci (China), 20(9), 1063-1069. doi:10.1016/s1001-0742(08)62150-6

Goel, A.; P. Saxena; S. Sonwani; S. Rathi; A. Srivastava; A. K. Bharti and A. Srivastava. (2021). Health Benefits Due to Reduction in Respirable Particulates during COVID-19 Lockdown in India. Aerosol and Air Quality Research, 21.

Guttikunda, S. K.; K. Nishadh and P. Jawahar. (2019). Air pollution knowledge assessments (APnA) for 20 Indian cities. Urban Climate, 27, 124-141.

Hoang, T., & Tran, T. T. A. (2021). Ambient air pollution, meteorology, and COVID-19 infection in Korea. J Med Virol, 93(2), 878-885. doi:10.1002/jmv.26325

Guttikunda, S. K.; K. Nishadh and P. Jawahar. (2019). Review of the clinical characteristics of coronavirus disease 2019 (COVID-19) J Gen Intern Med. 2020 Mar 4; doi: 10.1007/s11606-020-05762-w. Epub ahead of print)[PMC free article][PubMed][CrossRef][Google Scholar].

Johnson, E. (2017). Cars and ground-level ozone: how do fuels compare? European Transport Research Review, 9(4), 1-13.

Kong, S.; L. Li; X. Li; Y. Yin; K. Chen; D. Liu and Y. Ji. (2015). The impacts of firework burning at the Chinese Spring Festival on air quality: insights of tracers, source evolution and aging processes. Atmospheric Chemistry and Physics, 15(4), 2167-2184.

Kumar, P.; S. Hama; T. Nogueira; R. A. Abbass; V. S. Brand; M. F. Andrade and A. Salam. (2021). In-car particulate matter exposure across ten global cities. Sci Total Environ, 750, 141395. doi:10.1016/j.scitotenv.2020.141395

Lawrence, S.; R. Sokhi; K. Ravindra; H. Mao; H. D. Prain and I. D. Bull. (2013). Source apportionment of traffic emissions of particulate matter using tunnel measurements. Atmospheric environment, 77, 548-557.

Li, L.; Q. Li; L. Huang; Q. Wang; A. Zhu; J. Xu and R. Li. (2020a). Air quality changes during the COVID-19 lockdown over the Yangtze River Delta Region: An insight into the impact of human activity pattern changes on air pollution variation. Science of the Total Environment, 732, 139282.

Li, R.; X. Mei; L. Chen; L. Wang; Z. Wang and Y. Jing. (2020b). Long-term (2005–2017) view of atmospheric pollutants in Central China using multiple satellite observations. Remote Sensing, 12(6), 1041.

Lin, C.; N. Masey; H. Wu; M. Jackson; D. J. Carruthers; S. Reis and M. R. Heal. (2017). Practical field calibration of portable monitors for mobile measurements of multiple air pollutants. Atmosphere, 8(12), 231.

Lou, C.; H. Liu; Y. Li; Y. Peng; J. Wang and L. Dai. (2017). Relationships of relative humidity with PM 2.5 and PM 10 in the Yangtze River Delta, China. Environmental monitoring and assessment, 189(11), 1-16.

Lovrić, M.; K. Pavlović; M. Vuković; S. K. Grange; M. Haberl and R. Kern (2021). Understanding the true effects of the COVID-19 lockdown on air pollution by means of machine learning. Environmental pollution, 274, 115900.

Marković, D. M.; D. A. Marković; A. Jovanović; L. Lazić and Z. Mijić. (2008). Determination of O 3, NO 2, SO 2, CO and PM 10 measured in Belgrade urban area. Environmental monitoring and assessment, 145(1), 349-359.

Masum, M., & Pal, S. (2020). Statistical evaluation of selected air quality parameters influenced by COVID-19 lockdown. Global Journal of Environmental Science and Management, 6(Special Issue (Covid-19)), 85-94.

McDuffie, E. E.; R. V. Martin; J. V. Spadaro; R. Burnett; S. J. Smith; P. O'Rourke and M. Brauer. (2021). Source sector and fuel contributions to ambient PM2.5 and attributable mortality across multiple spatial scales. Nat Commun, 12(1), 3594. doi:10.1038/s41467-021-23853-y

Mor, S.; S. Kumar; T. Singh; S. Dogra; V. Pandey and K. Ravindra. (2021). Impact of COVID-19 lockdown on air quality in Chandigarh, India: Understanding the emission sources during controlled anthropogenic activities. Chemosphere, 263, 127978. doi:10.1016/j.chemosphere.2020.127978

Munir, S.; T. M. Habeebullah; A. M. Mohammed; E. A. Morsy; M. Rehan and K. Ali. (2017) Analysing PM2. 5 and its association with PM10 and meteorology in the arid climate of Makkah, Saudi Arabia. Aerosol and Air Quality Research, 17(2), 453-464.

NESREA. (2020). NESREA, 2020 National Environmental (Air Quality Control) Regulations, 2020 Schedule XIII Ambient Air Quality Standards.

NPC. (2006). National Population Commission (2006). Federal Republic of Nigeria Official Gazette, 96(2).

Odediran, E. T.; J. A., Adeniran; R. O. Yusuf; K. A. Abdulraheem; O. A. Adesina; J. A. Sonibare and M. Du. (2021). Contamination Levels, Health Risks and Source Apportionment of Potentially Toxic Elements in Road Dusts of a Densely Populated African City. Environmental Nanotechnology, Monitoring & Management, 100445. doi:10.1016/j.enmm.2021.100445

Ogen, Y. (2020). Assessing nitrogen dioxide (NO2) levels as a contributing factor to coronavirus (COVID-19) fatality. Science of the Total Environment, 726, 138605.

Otmani, A.; A. Benchrif; M. Tahri; M. Bounakhla; M., El Bouch and M. H. Krombi. (2020). Impact of Covid-19 lockdown on PM10, SO2 and NO2 concentrations in Salé City (Morocco). Science of the Total Environment, 735, 139541.

Pal, S. K., & Masum, M. M. H. (2021). Spatiotemporal trends of selected air quality parameters during force lockdown and its relationship to COVID-19 positive cases in Bangladesh. Urban Climate, 100952.

Polk, H. (2019). State of global air 2019: a special report on global exposure to air pollution and its disease burden. Health Effects Institute: Boston, MA, USA.

Pope III, C. A.; R. T. Burnett; M. J. Thun; E. E. Calle; D. Krewski; K. Ito and G. D. Thurston. (2002). Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. Jama, 287(9), 1132-1141.

Ravindra, K.; M. K. Sidhu; S. Mor; S. John and S. Pyne (2016). Air pollution in India: bridging the gap between science and policy. Journal of Hazardous, Toxic, and Radioactive Waste, 20(4), A4015003.

Ravindra, K.; T. Singh; S. Mor; V. Singh; T. K. Mandal; M. S. Bhatti and G. Beig. (2019). Real-time monitoring of air pollutants in seven cities of North India during crop residue burning and their relationship with meteorology and transboundary movement of air. Science of the Total Environment, 690, 717-729.

Ravindra, K.; T. Singh; V. Pandey and S. Mor. (2020). Air pollution trend in Chandigarh city situated in Indo-Gangetic Plains: Understanding seasonality and impact of mitigation strategies. Sci Total Environ, 729, 138717. doi:10.1016/j.scitotenv.2020.138717

Ravindra, K.; M. Stranger and R. Van Grieken. (2008). Chemical characterization and multivariate analysis of atmospheric PM 2.5 particles. Journal of Atmospheric Chemistry, 59(3), 199.

Rodriguez-Morales, A.J.; J.A.Cardona-Ospina; E. Gutiérrez-Ocampo; R. Villamizar-Peña; Y. Holguin-Rivera; J.P. Escalera-Antezana; L.E. Alvarado-Arnez; D.K. Bonilla-Aldana; C. Franco-Paredes; A.F. Henao-Martinez and A. Paniz-Mondolfi. (2020). Clinical, laboratory and imaging features of COVID-19: A systematic review and meta-analysis. Travel medicine and infectious disease, 34, p.101623. doi:10.1016/j.tmaid.2020.101623.

Sembhi, H.; M. Wooster; T. Zhang; S. Sharma; N. Singh; S. Agarwal and S. Tripathi. (2020). Post-monsoon air quality degradation across Northern India: assessing the impact of policy-related shifts in timing and amount of crop residue burnt. Environmental Research Letters, 15(10), 104067.

Shen, L.; H. Wang; B. Zhu; T. Zhao; A. Liu; W. Lu and Y. Wang. (2021). Impact of urbanization on air quality in

the Yangtze River Delta during the COVID-19 lockdown in China. Journal of Cleaner Production, 296, 126561.

Shukla, J.; A. Misra; S. Sundar and R. Naresh. (2008). Effect of rain on removal of a gaseous pollutant and two different particulate matters from the atmosphere of a city. Mathematical and Computer Modelling, 48(5-6), 832-844.

Singh, V.; S. Singh; A. Biswal; A. P. Kesarkar; S. Mor and K. Ravindra. (2020a). High resolution vehicular PM10 emissions over megacity Delhi: Relative contributions of exhaust and non-exhaust sources. Sci Total Environ, 699, 134273. doi:10.1016/j.scitotenv.2019.134273

Sulaymon, I. D.; Y. Zhang; P. K. Hopke; Y. Zhang; J. Hua and X. Mei. (2020b). Diurnal and temporal changes in air pollution during COVID-19 strict lockdown over different regions of India. Environ Pollut, 266(Pt 3), 115368. doi:10.1016/j.envpol.2020.115368

Sulaymon, I. D.; Y. Zhang; P. K. Hopke; Y. Zhang; J. Hua and X. Mei. (2021). COVID-19 pandemic in Wuhan: Ambient air quality and the relationships between criteria air pollutants and meteorological variables before, during, and after lockdown. Atmospheric Research, 250, 105362.

Tobías, A.; C. Carnerero; C. Reche; J. Massagué; M. Via; M. C. Minguillón and X. Querol (2020). Changes in air quality during the lockdown in Barcelona (Spain) one month into the SARS-CoV-2 epidemic. Science of the Total Environment, 726, 138540.

USEPA. (2021). Sulfur Dioxide (SO2) Pollution. Retrieved from ww.epa.gov/so2-pollution/sulfur-dioxide-basics

Wang, M.; M. Shao; S. H. Lu; Y. D.Yang and W. T. Chen. (2013). Evidence of coal combustion contribution to ambient VOCs during winter in Beijing. Chinese Chemical Letters, 24(9), 829-832.

Wang, Z.; I. Uno; K. Yumimoto; S. Itahashi; X. Chen; W. Yang and Z. Wang (2021). Impacts of COVID-19 lockdown, Spring Festival and meteorology on the NO2 variations in early 2020 over China based on in-situ observations, satellite retrievals and model simulations. Atmospheric environment, 244, 117972.

WHO. (2006). Air quality guidelines: global update 2005: particulate matter, ozone, nitrogen dioxide, and sulfur dioxide: World Health Organization.

Yoo, J. M.; Y. R. Lee; D. Kim; M. J. Jeong; W. R. Stockwell; P. K. Kundu and S. J. Lee. (2014). New indices for wet scavenging of air pollutants (O3, CO, NO2, SO2, and PM10) by summertime rain. Atmospheric environment, 82, 226-237.

Yuan, Q.; B. Qi; D. Hu; J. Wang; J. Zhang; H. Yang and W. Li. (2021). Spatiotemporal variations and reduction of air pollutants during the COVID-19 pandemic in a megacity of Yangtze River Delta in China. Science of the Total Environment, 751, 141820.

Zambrano-Monserrate, M. A.; M. A. Ruano and L. Sanchez-Alcalde. (2020). Indirect effects of COVID-19 on the environment. Sci Total Environ, 728, 138813. doi:10.1016/j.scitotenv.2020.138813

Additional Files

Published

2022-09-11

Issue

Section

Articles