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Emission factors of air pollutants from vehicles measured inside road tunnels in São Paulo: case study comparison

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Abstract

Burning of fuels from the transport sector is one of the main sources of air pollutants emission in urban areas. In order to implement public policies concerning air quality and public health, there is a need to develop emission inventories. Measurements inside traffic tunnels can provide an evaluation of emission factors of vehicles in-use in real conditions. In this paper, we show measurements of air pollutants for a mixed vehicle fleet, heavy- and light-duty vehicles (HDVs and LDVs), in two tunnels in the metropolitan region of Sao Paulo in 2011 in order to calculate the pollutant emission factors (EFs). Measurements of carbon dioxide, carbon monoxide (CO), nitrogen oxides (NOx) and particle matter (PM2.5) were taken. High concentrations related to high-density traffic, especially during weekdays. EFs were heavily influenced by the pollutant species loads, so the total vehicle traffic and the fraction of HDV. The EF values for HDV were 3.6 and 9.2 g km−1, for CO and NOx, respectively (5.8 and 0.3 g km−1 for LDV). To determine EF estimates, parameters such as velocity of the air, cross-sectional area and length of the tunnel and vehicles passing at 1-h time interval were considered.

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References

  • Achour H, Carton JG, Olabi AG (2011) Estimating vehicle emissions from road transport, case study: Dublin City. Appl Energy 88(5):1957–1964

    Article  Google Scholar 

  • Alam JB, Wadud Z, Alam JB, Polak JW (2013) Energy demand and economic consequences of transport policy. Int J Environ Sci Technol 10:1075–1082

    Article  Google Scholar 

  • Altun S, Öner C (2013) Gaseous emission comparison of a compression–ignition engine fueled with different biodiesels. Int J Environ Sci Technol 10:371–376

    Article  CAS  Google Scholar 

  • Andrade MF, Miranda RM, Fornaro A, Kerr A, Oyama B, Andre PA, Saldiva P (2012) Vehicle emissions and PM2.5 mass concentrations in six Brazilian cities. Air Qual Atmos Health 5(1):79–88

    Article  CAS  Google Scholar 

  • Ban-Weiss GA, McLaughlin JP, Harley RA, Lunden MM, Kirchstetter TW, Kean AJ, Strawa AW, Stevenson ED, Kendall GR (2008) Long-term changes in emissions of nitrogen oxides and particulate matter from on-road gasoline and diesel vehicles. Atmos Environ 42(2):220–232

    Article  CAS  Google Scholar 

  • Becker KH, Lörzer JC, Kurtenbach R, Wiesen P, Jensen TE, Wallington TJ (1999) Nitrous oxide (N2O) emissions from vehicles. Environ Sci Technol 33(22):4134–4139

    Article  CAS  Google Scholar 

  • Belalcazar LC, Clappier A, Blond N, Flassak T, Eichhorn J (2010) An evaluation of the estimation of road traffic emission factors from tracer studies. Atmos Environ 44(31):3814–3822

    Article  CAS  Google Scholar 

  • Bishop GA, Stedman DH (2008) A decade of on-road emissions measurements. Environ Sci Technol 42(5):1651–1656

    Article  CAS  Google Scholar 

  • Burgard DA, Bishop GA, Stedman DH, Gessner VH, Daeschlein C (2006) Remote sensing of in-use heavy-duty diesel trucks. Environ Sci Technol 40(22):6938–6942

    Article  CAS  Google Scholar 

  • CETESB (2009) Relatório Anual de Qualidade do Ar no Estado de São Paulo 2009. Companhia de Tecnologia de Saneamento Ambiental, São Paulo

    Google Scholar 

  • CETESB (2012) Relatório de Emissões Veiculares no Estado de São Paulo 2011. Companhia de Tecnologia de Saneamento Ambiental, São Paulo

    Google Scholar 

  • CETESB (2013) Plano de Controle de Poluição Veicular do Estado de São Paulo 2011/2013. Companhia de Tecnologia de Saneamento Ambiental, São Paulo

    Google Scholar 

  • Chang T, Rudy S (1990) Roadway tunnel air quality models. Environ Sci Technol 24:672–676

    Article  CAS  Google Scholar 

  • Chirico R, Prevot A, De Carlo PF, Heringa MF, Richter R, Weingartner E, Baltensperger U (2011) Aerosol and trace gas vehicle emission factors measured in a tunnel using an aerosol mass spectrometer and other on-line instrumentation. Atmos Environ 45:2182–2192

    Article  CAS  Google Scholar 

  • Colberg CA, Tona B, Catone G, Sangiorgio C, Stahel WA, Sturm P, Staehelin J (2005a) Statistical analysis of the vehicle pollutant emissions derived from several European road tunnel studies. Atmos Environ 39(13):2499–2511

    Article  CAS  Google Scholar 

  • Colberg CA, Tona B, Stahel WA, Meier M, Staehelin J (2005b) Comparison of a road traffic emission model (HBEFA) with emissions derived from measurements in the Gubrist road tunnel, Switzerland. Atmos Environ 39(26):4703–4714

    Article  CAS  Google Scholar 

  • Correa SM, Arbilla G (2008) Carbonyl emissions in diesel and biodiesel exhaust. Atmos Environ 42(4):769–775

    Article  Google Scholar 

  • EMEP (2009) Air pollutant emission inventory guidebook. European Environmental Agency EEA, Copenhagen

    Google Scholar 

  • Franco V, Kousoulidou M, Muntean M, Ntziachristos L, Hausberger S, Dilara P (2013) Road vehicle emission factors development: a review. Atmos Environ 70:84–97

    Article  CAS  Google Scholar 

  • Gillies JA, Gertler AW, Sagebiel JC, Dippel WA (2001) On-road particulate matter (PM2.5 and PM10) emissions in the Sepulveda Tunnel, Los Angeles, California. Environ Sci Technol 35(6):1054–1063

    Article  CAS  Google Scholar 

  • Grieshop AP, Lipsky EM, Pekney NJ, Takahama S, Robinson AL (2006) Fine particle emission factors from vehicles in a highway tunnel: effects of fleet composition and season. Atmos Environ 40(Supplement 2):287–298

    Article  Google Scholar 

  • Harley RA, Marr LC, Lehner JK, Giddings SN (2005) Changes in motor vehicle emissions on diurnal to decadal time scales and effects on atmospheric composition. Environ Sci Technol 39(14):5356–5362

    Article  CAS  Google Scholar 

  • Heck RM, Farrauto RJ (2001) Automobile exhaust catalysts. Appli Catal A Gen 221(1–2):443–457

    Article  CAS  Google Scholar 

  • Heywood JR (1998) Pollutant formation and control in internal combustion engine fundamentals. McGraw-Hill Inc., New York

    Google Scholar 

  • Huerta JI, Huertas ME, Díaz J (2012) Assessing precision and accuracy of atmospheric emission inventories. Int J Environ Sci Technol 9:195–202

    Article  Google Scholar 

  • Joumard R, André M, Vidon R, Tassel P (2003) Characterizing real unit emissions for light duty goods vehicles. Atmos Environ 37(37):5217–5225

    Article  CAS  Google Scholar 

  • Kean AJ, Harley RA, Kendall GR (2003) Effects of vehicle speed and engine load on motor vehicle emissions. Environ Sci Technol 37(17):3739–3746

    Article  CAS  Google Scholar 

  • Kirchstetter TW, Harley RA, Kreisberg NM, Stolzenburg MR, Hering SV (1999) On-road measurement of fine particle and nitrogen oxide emissions from light- and heavy-duty motor vehicles. Atmos Environ 33(18):2955–2968

    Article  CAS  Google Scholar 

  • Kirchstetter TW, Harley RA, Kreisberg NM, Stolzenburg MR, Hering SV (2002) Corrigendum to “On-road measurement of fine particle and nitrogen oxide emissions from light- and heavy-duty motor vehicles” [Atmospheric Environment 33 (18) (1999) 2955–2968]. Atmos Environ 36(39–40):6059

    Google Scholar 

  • Kristensson A, Johansson C, Westerholm R, Swietlicki E, Gidhagen L, Wideqvist U, Vesely V (2004) Real-world traffic emission factors of gases and particles measured in a road tunnel in Stockholm, Sweden. Atmos Environ 38(5):657–673

    Article  CAS  Google Scholar 

  • Lents J, Nikkila N, Davis N, Canada M, Martinez H, Osses M (2007) A study of the emissions from diesel vehicles operating in São Paulo, Brazil and in Mexico City, Mexico. ISSRC (CA)

  • López JM, Jiménez F, Aparicio F, Flores N (2009) On-road emissions from urban buses with SCR + Urea and EGR + DPF systems using diesel and biodiesel. Transp Res D 14(1):1–5

    Article  Google Scholar 

  • Marr LC, Kirchstetter TW, Harley RA, Miguel AH, Hering SV, Hammond SK (1999) Characterizations of polycyclic aromatic hydrocarbons in motor vehicle fuels and exhaust emissions. Environ Sci Technol 33(18):3091–3099

    Article  CAS  Google Scholar 

  • Martins LD, Andrade MF, Freitas ED, Pretto A, Gatti LV, Albuquerque EL, Tomaz E, Guardani ML, Martins MHRB, Junior OMA (2006) Emission factors for gas-powered vehicles traveling through road tunnels in Sao Paulo, Brazil. Environ Sci Technol 40(21):6722–6729

    Article  CAS  Google Scholar 

  • McGaughey GR, Desai NR, Allen DT, Seila RL, Lonneman WA, Fraser MP, Harley RA, Pollack AK, Ivy JM, Price JH (2004) Analysis of motor vehicle emissions in a Houston tunnel during the Texas Air Quality Study 2000. Atmos Environ 38(20):3363–3372

    Article  CAS  Google Scholar 

  • Molina MJ, Molina LT (2004) Megacities and atmospheric pollution. J Air Waste Manag Assoc 54(6):644–680

    Article  CAS  Google Scholar 

  • OASIS (2011) Optimización de recursos energéticos. Operación de autopistas seguras, inteligentes y sostenibles. Madrid, Spain

  • Perez-Martinez PJ (2012) Energy consumption and emissions form the road transport in Spain: a conceptual approach. Transport 27(4):383–396

    Article  Google Scholar 

  • Perez-Martinez PJ, Vassallo-Magro JM (2012) Changes in the external costs of freight surface transport in Spain. Res Transp Econ 42(1):61–76

    Article  Google Scholar 

  • Pierson WR, Gertler AW, Robinson NF, Sagebiel JC, Zielinska B, Bishop GA, Stedman DH, Zweidinger RB, Ray WD (1996) Real-world automotive emissions—summary of studies in the Fort McHenry and Tuscarora Mountain tunnels. Atmos Environ 30(12):2233–2256

    Article  CAS  Google Scholar 

  • Pujadas ML, Núñez Plaza J, Bezares JC, Fernández JM (2004) Comparison between experimental and calculated vehicle idle emission factors for Madrid fleet. Sci Total Environ 334–335:133–140

    Article  Google Scholar 

  • Sanchez-Ccoyllo OR, Ynoue RY, Martins LD, Astolfo R, Miranda RM, Freitas ED, Borges AS, Fornaro A, Freitas H, Moreira A, Andrade MF (2009) Vehicular particulate matter emissions in road tunnels in Sao Paulo, Brazil. Environ Monit Assess 149(1–4):241–249

    Article  CAS  Google Scholar 

  • Wang X, Westerdahl D, Hu J, Wu Y, Yin H, Pan X, Zhang KM (2012) On-road diesel vehicle emission factors for nitrogen oxides and black carbon in two Chinese cities. Atmos Environ 46:45–55

    Article  CAS  Google Scholar 

  • Weingartner E, Keller C, Stahel WA, Burtscher H, Baltensperger U (1997) Aerosol emission in a road tunnel. Atmos Environ 31(3):451–462

    Article  CAS  Google Scholar 

  • Yanowitz J, McCormick RL, Graboski MS (2000) In-use emissions from heavy-duty diesel vehicles. Environ Sci Technol 34(5):729–740

    Article  CAS  Google Scholar 

  • Zhai H, Frey HC, Rouphail NM (2008) A vehicle-specific power approach to speed- and facility-specific emissions estimates for diesel transit buses. Environ Sci Technol 42(21):7985–7991

    Article  CAS  Google Scholar 

Download references

Acknowledgments

The authors thank the São Paulo State Research Foundation FAPESP, Research Program on Global Climate Change, for the financial support of this work (Processes 2008/58104-8 and 2011/18777-6). This study was also supported by the European Research Council (Grant 246565) in the framework of the Marie Curie UNITE project and through the program for contracting experienced researchers for scientific and technological research (COFUND, 7th Framework). We also thank the State Company for the Environment CETESB and the traffic engineering company CR for providing air quality and road traffic data.

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Correspondence to P. J. Pérez-Martínez.

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Pérez-Martínez, P.J., Miranda, R.M., Nogueira, T. et al. Emission factors of air pollutants from vehicles measured inside road tunnels in São Paulo: case study comparison. Int. J. Environ. Sci. Technol. 11, 2155–2168 (2014). https://doi.org/10.1007/s13762-014-0562-7

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  • DOI: https://doi.org/10.1007/s13762-014-0562-7

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