Spatial distribution and policy implications of the exhaust emissions of two-stroke motorcycle taxis: a case study of southwestern state in Nigeria

Authors

  • P. K. Alimo College of Transportation Engineering, Tongji University, 4800 Cao’an Road, Shanghai, P.R. China
  • G. Lartey-Young UNEP-Institute of Environment and Sustainable Development (IESD), Tongji University, 1239 Siping Road, Shanghai, 200092, P.R. China
  • S. Agyeman Department of Civil Engineering, Sunyani Technical University, Sunyani, Ghana
  • T. Y. Akintunde Department of Sociology, School of Public Administration, Hohai University, Jiangning Campus, Nanjing, P. R China
  • E. Kyere-Gyeabour Department of Geography & Resource Development, University of Ghana, Legon, Ghana
  • F. Krampah Department of Environmental and Safety Engineering, University of Mines and Technology, Tarkwa, Ghana
  • A. Awomuti State Key Laboratory of Pollution Control and Resource Reuse, College of Environmental Science and Engineering, Tongji University, Shanghai, 200092, PR China
  • O. Oderinde Department of Chemistry, Faculty of Natural and Applied Sciences, Lead City University, Ibadan, Nigeria https://orcid.org/0000-0002-2050-0948
  • A. O. Agbeja Department of Sustainable Forest Management, Forestry Research Institute of Nigeria, PMB 5054, Ibadan, Nigeria.
  • O. G. Afolabi Department of Works and Physical Planning, Babcock University, Ilisan-Remo, Ogun State, Nigeria

Keywords:

Motorcycle taxi, Motorcycle emission, Two-stroke engines, Idle mode test, Spatial analysis

Abstract

Two-stroke motorcycles emit harmful exhaust fumes because of incomplete combustion. Although they constitute the main fleet of motorcycle taxis in sub-Saharan Africa, monitoring, spatial assessment, and regulation are weak, leaving dire health consequences in cities. This study collected motorcycle raw exhaust emissions of 1,950 two-stroke petrol-driven motorcycle taxis, otherwise called okada, in Ogun State, Nigeria, using an idle mode test approach under 10 minutes and employed correlations, hierarchical multiple linear regression models, and spatial analysis. It was found that carbon monoxide (CO) and hydrocarbons (HC) were the most highly concentrated, and the latter were beyond allowable limits. The concentration of CO was found to be at the minimum of 0.00 % and the highest being at 6.40% (an average of 1.05%), while the HC concentration was reported at the minimum of 18.00 ppm and the highest at 15446 ppm (an average of 3560 ppm). Notably, Kriging interpolation analysis indicated that cumulative effects due to the clustering and operations of motorcycle taxis could increase these concentrations over time, extending their long-term impacts. Given the severe effects of these emissions on health and the wider environment, a DPSIR policy framework is proposed to regulate two-stroke motorcycle taxis in sub-Saharan Africa.

Dimensions

S. C. Mangones, P. Jaramillo, N. Y. Rojas & P. Fischbeck, “Air pollution emission effects of changes in transport supply: the case of Bogota, Colombia”, Environmental Science and Pollution Research 27 (2020) 35971. https://doi.org/10.1007/s11356-020-08481-1.

H. Olstrup, B. Forsberg, H. Orru, M. Spanne, H. Nguyen, P. Molnar & C. Johansson, “Trends in air pollutants and health impacts in three Swedish cities over the past three decades”, Atmospheric Chemistry and Physics 18 (2018) 15705. https://doi.org/10.5194/acp-18-15705-2018.

M. Mohsin, Q. Abbas, J. Zhang, M. Ikram & N. Iqbal, “Integrated effect of energy consumption, economic development, and population growth on CO2 based environmental degradation: a case of transport sector”, Environmental Science and Pollution Research 26 (2019) 32824.

https://doi.org/10.1007/s11356-019-06372-8.

P. Iodice & A. Senatore, “Exhaust emissions of new high-performance motorcycles in hot and cold conditions”, International Journal of Environ mental Science and Technology 12 (2015) 3133. https://doi.org/10.1007/s13762-014-0741-6.

S. Mahesh, G. Ramadurai & S. M. Shiva Nagendra, “Real-world emissions of gaseous pollutants from motorcycles on Indian urban arterials”, Transportation Research Part D: Transport and Environment 76 (2019) 72. https://doi.org/10.1016/j.trd.2019.09.010.

C. Ibeto & C. Ugwu, “Exhaust emissions from engines fuelled with petrol, diesel and their blends with biodiesel produced from waste cook ing oil”, Polish Journal of Environmental Studies 28 (2019) 3197. https://doi.org/10.15244/pjoes/93926.

H. R. Harris, A. G. Dev, J. Jose, G. Jithamanyu Dv, V. Sankar & J. Noble, “Conversion of two-stroke vehicle to an electric vehicle”, Journal of Physics: Conference Series 2070 (2021) 012202. https://doi.org/10.1088/1742-6596/2070/1/012202.

D. Ehebrecht, D. Heinrichs & B. Lenz, “Motorcycle-taxis in sub-Saharan Africa: Current knowledge, implications for the debate on ‘informal’ transport and research needs”, Journal of Transport Geography 69 (2018) 242. https://doi.org/10.1016/j.jtrangeo.2018.05.006.

L. Diaz Olvera, D. Plat, and P. Pochet, “Looking for the obvious: Motor cycle taxi services in Sub-Saharan African cities”, Journal of Transport Geography 88 (2020) 102476. https://doi.org/10.1016/j.jtrangeo.2019.102476.

P. K. Alimo, A. B. A. Rahim, G. Lartey-Young, D. Ehebrecht, L. Wang & W. Ma, “Investigating the increasing demand and formal regulation of motorcycle taxis in Ghana”, Journal of Transport Geography 103 (2022) 103398. https://doi.org/10.1016/j.jtrangeo.2022.103398.

O. J. Oyedepo & J. Etu, “Binomial logistic regression model of house hold motorcycle ownership in Akure, Ondo State, Nigeria”, Journal of Transport Literature 9 (2015) 40. http://dx.doi.org/10.1590/2238-1031.jtl.v9n4a8.

R. D. Dinye, “The significance and issues of motorcycle transport in the Urban areas in northern Ghana”, Scientific Journal of Review 2 (2013) 256. https://typeset.io/papers/the-significance-and-issues-of-motorcycle-transport-in-the-1uitnh194q

C. C. Ezeibe, T. C. Nzeadibe, A. N. Ali, C. U. Udeogu, C. F. Nwankwo & C. Ogbodo, “Work on wheels: collective organising of motorcycle taxis in Nigerian cities”, International Development Planning Review 39 (2017) 249. https://doi.org/10.3828/idpr.2017.10.

O. S. Oluwaseyi, E. Edward, C. A. Eyinda & E. E. Okoko, “Performance assessment of motorcycle operation, as a means of urban mobility in Lokoja, Nigeria”, Journal of Transportation Technologies 4 (2014) 343. http://dx.doi.org/10.4236/JTTS.2014.44031.

C. Chandrashekar, P. Chatterjee & D. S. Pawar, “Estimation of CO2 and CO emissions from auto-rickshaws in Indian heterogeneous traffic”, Transportation Research Part D: Transport and Environment 104 (2022) 103202. https://doi.org/10.1016/j.trd.2022.103202.

K. S. Chen, W. C. Wang, H. M. Chen, C. F. Lin, H. C. Hsu, J. H. Kao & M. T. Hu, “Motorcycle emissions and fuel consumption in urban and rural driving conditions”, Science of the Total Environment 312 (2003) 113. https://doi.org/10.1016/S0048-9697(03)00196-7.

J. H. Tsai, H. L. Chiang, Y. C. Hsu, H. C. Weng & C. Y. Yang, “The speciation of volatile organic compounds (VOCs) from motorcycle engine exhaust at different driving modes”, Atmospheric Environment 37 (2003) 2485. https://doi.org/10.1016/S1352-2310(03)00177-8.

R. Zhang, S. Li, X. Fu, C. Pei, Z. Huang, Y. Wang, Y. Chen, J. Yan, J. Wang, Q. Yu, S. Luo, M. Zhu, Z. Wu, H. Fang, S. X, X. Huang, J. Zeng, H. Zhang, W. Song, Y. Zhang, X. Bi & X. Wang, “Emissions and

light absorption of carbonaceous aerosols from on-road vehicles in an urban tunnel in south China”, Science of the Total Environment 790 (2021) 148220. https://doi.org/10.1016/j.scitotenv.2021.148220.

C.-C. Chan, C.-K. Nien, C.-Y. Tsai & G.-R. Her, “Comparison of tail-pipe emissions from motorcycles and passenger cars”, Journal of the Air & Waste Management Association 45 (1995) 116. https://doi.org/10.1080/10473289.1995.10467347.

E.-M. Assamoi & C. Liousse, “A new inventory for two-wheel vehicle emissions in West Africa for 2002”, Atmospheric Environment 44 (2010) 3985. https://doi.org/10.1016/j.atmosenv.2010.06.048.

J. Gao, J. Huang, X. Li, G. Tian, X. Wang, C. Yang & C. Ma, “Challenges of the UK government and industries regarding emission control after ICE vehicle bans”, Science of the Total Environment 20 (2022) 155406. https://doi.org/10.1016/j.scitotenv.2022.155406.

J. Fu, B. Deng, X. Liu, J. Shu, Y. Xu & J. Liu, “The experimental study on transient emissions and engine behaviors of a sporting motorcycle under World Motorcycle Test Cycle”, Energy 211 (2020) 118670. https://doi.org/10.1016/j.energy.2020.118670.

Y. S. Grassi, N. B. Brignole & M. F. D´?az, “Vehicular fleet characterisation and assessment of the on-road mobile source emission inventory of a Latin American intermediate city”, Science of the Total Environment 792 (2021) 148255. https://doi.org/10.1016/j.scitotenv.2021.148255.

M. Vanatta, B. Rathod, J. Calzavara, T. Courtright, T. Sims, E. Saint- Sernin, H. Clack, P. Jagger & M. Craig, “Emissions impacts of electrifying motorcycle taxis in Kampala, Uganda”, Transportation Research

Part D: Transport and Environment 104 (2022) 103193. https://doi.org/10.1016/j.trd.2022.103193.

S. Sun, L. Sun, G. Liu, C. Zou, Y. Wang, L. Wu & H. Mao “Developing a vehicle emission inventory with high temporal-spatial resolution in Tianjin, China”, Science of the Total Environment 776 (2021) 145873. https://doi.org/10.1016/j.scitotenv.2021.145873.

I.-C. Tsai, C.-Y. Lee, S.-C. C. Lung & C.-W. Su, “Characterization of the vehicle emissions in the Greater Taipei Area through vision-based traffic analysis system and its impacts on urban air quality”, Science of the Total Environment 782 (2021) 146571. https://doi.org/10.1016/j.scitotenv.2021.146571.

T. V. Vasques & L. Hoinaski, “Brazilian vehicular emission inventory software – BRAVES”, Transportation Research Part D: Transport and Environment 100 (2021) 103041. https://doi.org/10.1016/j.trd.2021.103041.

F. F. Asekhame & M. D. Oisamoje, “Ban on commercial motorcycle operations in Benin city, Nigeria: An appraisal of the benefits and business opportunities”, Developing Country Studies 3 (2013) 10. https://www.iiste.org/Journals/index.php/DCS/article/view/9422

M. Oteng-Ababio & E. Agyemang, “The Okada War in Urban Ghana: apolemic issue or policy mismatch?”, African Studies Quarterly 15 (2015) 25.

https://asq.africa.ufl.edu/oteng-ababio september-2015/

K. G. N. Barbosa, A. Lucas-Neto, B. D. Gama, J. C. Lima-Neto, R. S. C. C. Lucas & S. D’Avila, “Injuries and absenteeism among motorcycle taxi drivers who are victims of traffic accidents”, Journal of Forensic and Legal Medicine 26 (2014) 15. http://dx.doi.org/10.1016/j.jflm.2014.03.008

Q. Shao, W. Zhang, X. (Jason) Cao, and J. Yang, “Nonlinear and interaction effects of land use and motorcycles/E-bikes on car ownership”, Transportation Research Part D: Transport and Environment 102 (2021)103115. https://doi.org/10.1016/j.trd.2021.103115

K. Meena, “Environmental standards in the BRICS: an analysis of vehicular pollution”, International Studies 58 (2021) 397. https://doi.org/10.1177/00208817211028053

O. O. Abosede & A. F. Alaba, “Comparison of emission levels of motor cars, motorcycles, and tricycles using petrol engines in southwestern Nigeria”, in Key Engineering Materials 900 (2021) 183. https://doi.org/10.4028/www.scientific.net/kem.900.183

O. A. Odunlami, F. B. Elehinafe, T. E. Oladimeji, M. A. Fajobi, O. B. Okedere & B. S. Fakinle, “Implications of lack of maintenance of motor cycles on ambient air quality”, IOP Conference Series: Materials Science and Engineering 413 (2018) 012055. https://doi.org/10.1088/1757-899X/

/1/012055

O. Anudu & G. Faminu, “Investors dump Lagos as Ogun becomes new industrial hub”, Business Day, Lagos, Nigeria., 2020. https://businessday.ng/exclusives/article/investors-dump-lagos-as-ogun-becomes-new-industrial-hub/

D. Ogah, C. C. Gyamfi & W. Oyebade, “Industrialisation: Ogun on fast track to claim hub status from Lagos,” The Guardian, Lagos, Nigeria, 2016. https://www.latestnigeriannews.com/news/2617310/

bobriskys-former-pa-accuses-him-of-bedding-her-every-night.html

Kane Automotive, “Kane Auto 4 Gas Analyser - AUTOplus 4-2”, Hertfordshire, 2012. https://www.manualslib.com/manual/1504826/Kane-Autoplus-4-2.html

J. Brettschneider, “Extension of the equation for calculation of the air-fuel equivalence ratio”, SAE Technical Paper 972989 (1997). https://doi.org/10.4271/972989

S. Moonsammy, T. D. T. Oyedotun, O. Oderinde, M. Durojaiye & A. Durojaye, “Exhaust determination and air-to-fuel ratio performance of end-of-life vehicles in a developing African country: A case study of Nigeria”, Transportation Research Part D: Transport and Environment 91

(2021) 102705. https://doi.org/10.1016/j.trd.2021.102705

M. R. Aosaf, Y. Wang & K. Du, “Comparison of the emission factors of air pollutants from gasoline, CNG, LPG and diesel fueled vehicles at idle speed”, Environmental Pollution 305 (2022) 119296. https://doi.org/10.1016/j.envpol.2022.119296.

Y.-L. T. Nguyen, A.-T. Le, K. N. Duc, V. N. Duy & C. D. Nguyen, “A study on emission and fuel consumption of motorcycles in idle mode and the impacts on air quality in Hanoi, Vietnam”, International Journal of Urban Sciences 25 (2021) 522. https://doi.org/10.1080/12265934.2020.

A. Adedeji, T. Y. Akintunde, E. S. Idemudia, E. Ibrahim & F. Metzner, “Trust, sociability, and quality of life of sub-Saharan African migrants in Germany”, Frontiers in Sociology 6 (2021) 741971. https://doi.org/10.3389/fsoc.2021.741971.

ESRI, “ArcGIS Desktop: Release 10.5,” Redlands, CA: Environ mental Systems Research Institute, 2011. https://desktop.arcgis.com/en/system-requirements/10.5/arcgis-desktop-system-requirements.htm.

A. Getis & J. K. Ord, “The analysis of spatial association by use of distance statistics”, Geographical Analysis 24 (1992) 189. https://doi.org/10.1111/j.1538-4632.1992.tb00261.x.

M. Jana & N. Sar, “Modeling of hotspot detection using cluster outlier

analysis and Getis-Ord Gi* statistic of educational development in upper primary level, India”, Modeling Earth Systems and Environment 2 (2016) 60, https://doi.org/10.1007/s40808-016-0122-x.

S. Kumar & B. R. Parida, “Hydroponic farming hotspot analysis using the Getis–Ord Gi* statistic and high-resolution satellite data of Majuli Island, India”, Remote Sensing Letters 12 (2021) 408. https://doi.org/10.1080/2150704X.2021.1895446.

V. Prasannakumar, H. Vijith, R. Charutha & N. Geetha, “Spatio-temporal clustering of road accidents: GIS based analysis and assessment”, Procedia - Social and Behavioral Sciences 21 (2011) 317. https://doi.org/10.1016/j.sbspro.2011.07.020.

Z. Jia, S. Zhou, Q. Su, H. Yi & J. Wang, “Comparison study on the estimation of the spatial distribution of regional soil metal(Loid)s pollution based on kriging interpolation and BP neural network”, International Journal of Environmental Research and Public Health 15 (2018)

https://doi.org/10.3390/ijerph15010034.

A. Kumar, R. K. Mishra & K. Sarma, “Mapping spatial distribution of traffic induced criteria pollutants and associated health risks using kriging interpolation tool in Delhi”, Journal of Transport & Health 18 (2020) 100879. https://doi.org/10.1016/j.jth.2020.100879.

P. C. Goela, C. Cordeiro, S. Danchenko, J. Icely, S. Cristina & A. Newton, “Time series analysis of data for sea surface temperature and upwelling components from the southwest coast of Portugal”, Journal of Marine Systems 163 (2016) 12. https://doi.org/10.1016/j.jmarsys.2016.06.002.

R. W. Reynolds, T. M. Smith, C. Liu, D. B. Chelton, K. S. Casey & M. G. Schlax, “Daily high-resolution-blended analyses for sea surface temperature”, Journal of Climate 20 (2007) 5473. https://doi.org/10.1175/2007JCLI1824.1.

R. W. Reynolds & T. M. Smith, “Improved global sea surface temperature analyses using optimum interpolation”, Journal of Climate 7 (1994) 929. 1994, https://journals.ametsoc.org/view/journals/clim/7/6/1520-0442 1994 007 0929 igssta 2 0 co 2.xml.

European Environment Agency, “Halting the loss of biodiversity by 2010: proposal for a first set of indicators to monitor progress in Europe,” 2010.

https://www.eea.europa.eu/publications/technical report 2007 11.

N. S. Sarmin, I. Mohd Hasmadi, H. Z. Pakhriazad & W. A. Khairil, “The DPSIR framework for causes analysis of mangrove deforestation in Johor, Malaysia”, Environmental Nanotechnology, Monitoring & Management 6 (2016) 214. https://doi.org/10.1016/j.enmm.2016.11.002.

T. Johnson & A. Joshi, “Review of vehicle engine efficiency and emissions”, SAE International Journal of Engines 11 (2018) 0329. https://doi.org/10.4271/2018-01-0329.

S. Kagawa et al., “Better cars or older cars?: Assessing CO2 emission re duction potential of passenger vehicle replacement programs”, Global Environmental Change 23 (2013) 1807. https://doi.org/10.1016/j.gloenvcha.2013.07.023.

A. Kakouei, A. Vatani & A. K. Bin Idris, “An estimation of traffic related CO2 emissions from motor vehicles in the capital city of, Iran,”, Iranian Journal of Environmental Health Science and Engineering 9 (2012) 13. https://doi.org/10.1186/1735-2746-9-13.

OGEPA, “Ogun State Environmental Protection Agency,” OGEPA 2022. https://ogepa.og.gov.ng/.

H. Lawin, L. A. Fanou, A. A. Kpangon, A. V. Hinson, J. Balmes, J. Wanjiku, B. M. Ale, B. Fayomi, “Comparison of motorcycle taxi driver’s respiratory health using an air quality standard for carbon monoxide in ambient air: a pilot survey in Benin”, Pan African Medical Journal 30 (2018) 14975. https://doi.org/10.11604/pamj.2018.30.113.14975.

X. Huang, Y. Wang, Z. Xing & K. Du, “Emission factors of air pollutants from CNG-gasoline bi-fuel vehicles: Part II. CO, HC and NOx”, Science of the Total Environment 565 (2016) 698. https://doi.org/10.1016/j.scitotenv.2016.05.069.

R. E. Kollman, S. S. Lestz & W. E. Meyer, “Exhaust emission characteristics of a small 2-stroke cycle spark ignition engine”, SAE Technical Paper 730159 (1973) 649. https://doi.org/10.4271/730159.

J. Song, C. Zhao, T. Lin, X. Li & A. V. Prishchepov, “Spatio-temporal patterns of traffic-related air pollutant emissions in different urban functional zones estimated by real-time video and deep learning technique,” Journal of Cleaner Production 238 (2019) 117881. https://doi.org/10.1016/j.jclepro.2019.117881.

C. A. Cambardella, T. B. Moorman, T. B. Parkin, D. L. Karlen, J. M. Novak, R. F. Turco & A. E. Konopka, “Field-scale variability of soil properties in Central Iowa soils”, Soil Science Society

of America Journal 58 (1994) 1501. https://doi.org/10.2136/sssaj1994.03615995005800050033x.

Vanguard, “Industrial hub: Why more companies are moving to Ogun,” Vanguard Newspapers, Lagos, Nigeria, 2013. https://allafrica.com/stories/201306190597.html.

D. G. Kpae & D. E. Adishi, “Unemployment, commercial motorcycle and crime in Nigeria”, International Journal of Trend in Scientific Research and Development 1 (2017) 182. https://doi.org/10.31142/ijtsrd2510.

I. O. Ogunrinola, “Informal self-employment and poverty alleviation: empirical evidence from motorcycle taxi riders in Nigeria”, International Journal of Economics and Finance 3 (2011) 176. https://doi.org/10.5539/ijef.v3n2p176.

G. Arosanyin, “Earnings from commercial motorcycle operations in Ilorin, Nigeria: A Study on Determinants”, Ghana Journal of Development Studies 7 (2011) 66882. https://doi.org/10.4314/gjds.v7i2.66882.

O. J. Afolabi & K. T. Gbadamosi, “Impact of commercial motorcycle operation on urban mobility in Ogun State, Nigeria”, Logistics & Sustainable Transport 8 (2017) 62. https://doi.org/10.1515/jlst-2017-0006.

C. M. Adiang, D. Monkam, E. Njeugna & S. Gokhale, “Projecting impacts of two-wheelers on urban air quality of Douala, Cameroon”, Transportation Research Part D: Transport and Environment 52 (2017) 49. https://doi.org/10.1016/j.trd.2017.02.010.

J. Marija, O. Amponsah, H. Mensah, S. A. Takyi & I. Braimah, “A view of commercial motorcycle transportation in sub-Saharan African cities through the sustainable development lens”, Transportation in Developing Economies 8 (2022) 13. https://doi.org/10.1007/s40890-022-00149-4.

Y. Cuellar- ´ Alvarez, A. Clappier, M. Osses, P. Thunis & L. C. Be-lalcazar-Cer ´ on, “Well-to-wheel emissions and abatement strategies for passenger vehicles in two Latin American cities”, Environmental Science and Pollution Research 29 (2022) 72074.

https://doi.org/10.1007/s11356-022-20885-9.

1898

Published

2024-04-03

How to Cite

Spatial distribution and policy implications of the exhaust emissions of two-stroke motorcycle taxis: a case study of southwestern state in Nigeria. (2024). Journal of the Nigerian Society of Physical Sciences, 6(2), 1898. https://doi.org/10.46481/jnsps.2024.1898

Issue

Section

Earth Sciences

How to Cite

Spatial distribution and policy implications of the exhaust emissions of two-stroke motorcycle taxis: a case study of southwestern state in Nigeria. (2024). Journal of the Nigerian Society of Physical Sciences, 6(2), 1898. https://doi.org/10.46481/jnsps.2024.1898