Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Article
  • Published:

Reduction in local ozone levels in urban São Paulo due to a shift from ethanol to gasoline use

Abstract

Ethanol-based vehicles are thought to generate less pollution than gasoline-based vehicles, because ethanol emissions contain lower concentrations of mono-nitrogen oxides than those from gasoline emissions. However, the predicted effect of various gasoline/ethanol blends on the concentration of atmospheric pollutants such as ozone varies between model and laboratory studies, including those that seek to simulate the same environmental conditions. Here, we report the consequences of a real-world shift in fuel use in the subtropical megacity of São Paulo, Brazil, brought on by large-scale fluctuations in the price of ethanol relative to gasoline between 2009 and 2011. We use highly spatially and temporally resolved observations of road traffic levels, meteorology and pollutant concentrations, together with a consumer demand model, to show that ambient ozone concentrations fell by about 20% as the share of bi-fuel vehicles burning gasoline rose from 14 to 76%. In contrast, nitric oxide and carbon monoxide concentrations increased. We caution that although gasoline use seems to lower ozone levels in the São Paulo metropolitan area relative to ethanol use, strategies to reduce ozone pollution require knowledge of the local chemistry and consideration of other pollutants, particularly fine particles.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Figure 1: Shifting fuel quantities and prices between October 2008 and July 2011.
Figure 2: Street-hour analysis of concentrations and controls.
Figure 3: Gradual transitions between ethanol and gasoline in bi-fuel vehicles.
Figure 4: Estimated changes in O3, NO, and CO concentrations as the gasoline share, stgas, rose by 62 percentage points.

Similar content being viewed by others

References

  1. Martins, L. & Andrade, M. Ozone formation potentials of volatile organic compounds and ozone sensitivity to their emission in the megacity of São Paulo, Brazil. Water Air Soil Poll. 195, 201–213 (2008).

    Article  Google Scholar 

  2. CETESB, Relatório Anual sobre a Qualidade do Ar no Estado de São Paulo [Annual Report on Air Quality in the State of São Paulo] (Companhia Ambiental do Estado de São Paulo, 2010).

    Google Scholar 

  3. La Rovere, E. L. Inventário de Emissões de Gases de Efeito Estufa do Município de São Paulo [Greenhouse Gas Emissions Inventory for the Municipality of São Paulo] (Centro de Estudos Integrados sobre Meio Ambiente e Mudanças Climáticas, Universidade Federal do Rio de Janeiro, 2005).

    Google Scholar 

  4. Fann, N. et al. Estimating the national public health burden associated with exposure to ambient PM2.5 and ozone. Risk Anal. 32, 81–95 (2012).

    Article  Google Scholar 

  5. Gauderman, W. J. et al. Effect of exposure to traffic on lung development from 10 to 18 years of age: A cohort study. Lancet 369, 571–577 (2007).

    Article  Google Scholar 

  6. Ponce, N. A., Hoggatt, K. J., Wilhelm, M. & Ritz, B. Preterm birth: The interaction of traffic-related air pollution with economic hardship in Los Angeles neighborhoods. Am. J. Epid. 162, 140–148 (2005).

    Article  Google Scholar 

  7. Currie, J. & Walker, R. Traffic congestion and infant health: Evidence from E-ZPass. Am. Econ. J.-Appl. Econ. 3, 65–90 (2011).

    Article  Google Scholar 

  8. Salvo, A. & Huse, C. Is arbitrage tying the price of ethanol to that of gasoline? Evidence from the uptake of flexible-fuel technology. Energy J. 32, 119–148 (2010).

    Google Scholar 

  9. Goldemberg, J. Ethanol for a sustainable energy future. Science 315, 808–810 (2007).

    Article  Google Scholar 

  10. http://www.anp.gov.br/preco/prc/Resumo_Por_Municipio_Index.asp

  11. http://www.anp.gov.br/?dw=11031

  12. Salvo, A. & Huse, C. Build it, but will they come? Evidence from consumer choice between gasoline and sugarcane ethanol. J. Environ. Econ. Manag. 251–279 (2013).

  13. Al-Hasan, M. Effect of ethanol-unleaded gasoline blends on engine performance and exhaust emission. Energy Convers. Manag. 44, 1547–1561 (2003).

    Article  Google Scholar 

  14. Graham, L. A., Belisle, S. L. & Baas, C-L. Emissions from light duty gasoline vehicles operating on low blend ethanol gasoline and E85. Atmos. Environ. 42, 4498–4516 (2008).

    Article  Google Scholar 

  15. He, B-Q., Jian-Xin, W., Hao, J-M., Yan, X-G. & Xiao, J-H. A study on emission characteristics of an EFI engine with ethanol blended gasoline fuels. Atmos. Environ. 37, 949–957 (2003).

    Article  Google Scholar 

  16. Hsieh, W-D., Chen, R-H., Wu, T-L. & Lin, T-H. Engine performance and pollutant emission of an SI engine using ethanol-gasoline blended fuels. Atmos. Environ. 36, 403–410 (2002).

    Article  Google Scholar 

  17. Jia, L-W., Shen, M-Q., Wang, J. & Lin, M-Q. Influence of ethanol–gasoline blended fuel on emission characteristics from a four-stroke motorcycle engine. J. Haz. Mat. 123, 29–34 (2005).

    Article  Google Scholar 

  18. Leong, S. T., Muttamara, S. & Laortanakul, P. Applicability of gasoline containing ethanol as Thailand’s alternative fuel to curb toxic VOC pollutants from automobile emission. Atmos. Environ. 36, 3495–3503 (2002).

    Article  Google Scholar 

  19. Lynd, L. R. Overview and evaluation of fuel ethanol from cellulosic biomass: Technology, economics, the environment, and policy. Ann. Rev. Energy Environ. 21, 403–465 (1996).

    Article  Google Scholar 

  20. Mulawa, P. A. et al. Effect of ambient temperature and E-10 fuel on primary exhaust particulate matter emissions from light-duty vehicles. Environ. Sci. Technol. 31, 1302–1307 (1997).

    Article  Google Scholar 

  21. Poulopoulos, S. G., Samaras, D. P. & Philippopoulos, C. J. Regulated and unregulated emissions from an internal combustion engine operating on ethanol-containing fuels. Atmos. Environ. 35, 4399–4406 (2001).

    Article  Google Scholar 

  22. Topgül, T., Yücesu, H. S., Çinar, C. & Koca, A. The effects of ethanol–unleaded gasoline blends and ignition timing on engine performance and exhaust emissions. Renew. Energy 31, 2534–2542 (2006).

    Article  Google Scholar 

  23. Yoon, S. H., Ha, S. Y., Roh, H. G. & Lee, C. S. Effect of bioethanol as an alternative fuel on the emissions reduction characteristics and combustion stability in a spark ignition engine. J. Auto Engin. 223, 941–951 (2009).

    Article  Google Scholar 

  24. Pereira, P. A. d. P., Santos, L. M. B., Sousa, E. T. & Andrade, J. B. d. Alcohol- and gasohol-fuels: a comparative chamber study of photochemical ozone formation. J. Braz. Chem. Soc. 15, 646–651 (2004).

    Article  Google Scholar 

  25. Martins, L. D. & Andrade, M. F. Emission scenario assessment of gasohol reformulation proposals and ethanol use in the metropolitan area of São Paulo. Open Atmos. Sci. J. 2, 166–175 (2008).

    Article  Google Scholar 

  26. Ginnebaugh, D. L., Liang, J. & Jacobson, M. Z. Examining the temperature dependence of ethanol (E85) versus gasoline emissions on air pollution with a largely-explicit chemical mechanism. Atmos. Environ. 44, 1192–1199 (2010).

    Article  Google Scholar 

  27. Jacobson, M. Z. Effects of ethanol (E85 versus gasoline vehicles on cancer and mortality in the United States. Environ. Sci. Technol. 41, 4150–4157 (2007).

    Article  Google Scholar 

  28. Beer, T. et al. The health impacts of ethanol blend petrol. Energies 4, 352–367 (2011).

    Article  Google Scholar 

  29. Finlayson-Pitts, B. & Pitts, J. Chemistry of the Upper and Lower Atmosphere: Theory, Experiments, and Applications (Academic Press, 2000).

    Google Scholar 

  30. Seinfeld, J. H. & Pandis, S. N Atmospheric Chemistry and Physics: From Air Pollution to Climate Change (Wiley, 1998).

    Google Scholar 

  31. Jacob, D. J. Introduction to Atmospheric Chemistry (Princeton Univ. Press, 1999).

    Google Scholar 

  32. Anderson, L. G. Ethanol fuel use in Brazil: Air quality impacts. Energy Environ. Sci. 2, 1015–1037 (2009).

    Article  Google Scholar 

  33. Romieu, I., Weitzenfeld, H. & Finkelman, J. Urban air pollution in Latin America and the Caribbean. J. Air Waste Manag. 41, 1166–1171 (1991).

    Article  Google Scholar 

  34. US Senate Hearing 106-953 (US Government Printing Office, 2000).

  35. US Senate Hearing 109-857 (Presentation by Mr Eduardo Pereira de Carvalho, president of UNICA, downloaded on November 17 2011 from website of Office of US Senator Richard G. Lugar) (US Government Printing Office, 2006).

  36. http://cbn.globoradio.globo.com/home/HOME.htm

  37. http://www.inmet.gov.br/

  38. http://cetsp1.cetsp.com.br/monitransmapa/agora/

  39. Orlando, J. P., Alvim, D. S., Yamazaki, A., Corrêa, S. M. & Gatti, L. V. Ozone precursors for the São Paulo metropolitan area. Sci. Tot. Environ. 408, 1612–1620 (2010).

    Article  Google Scholar 

  40. Cohen, R. C. et al. Quantitative constraints on the atmospheric chemistry of nitrogen oxides: An analysis along chemical coordinates. J. Geophys. Res.: Atmos. 105, 24283–24304 (2000).

    Article  Google Scholar 

  41. Auffhammer, M. & Kellogg, R. Clearing the air? The effects of gasoline content regulation on air quality. Am. Econ. Rev. 101, 2687–2722 (2011).

    Article  Google Scholar 

  42. Hughes, J. E., Knittel, C. R. & Sperling, D. Evidence of a shift in the short-run price elasticity of gasoline demand. Energy J. 29, 113–134 (2008).

    Article  Google Scholar 

  43. Duranton, G. & Turner, M. A. The fundamental law of road congestion: Evidence from US cities. Am. Econ. Rev. 101, 2616–2652 (2011).

    Article  Google Scholar 

  44. Vickrey, W. S. Congestion theory and transport investment. Am. Econ. Rev. 59, 251–260 (1969).

    Google Scholar 

  45. Holland, S. P., Hughes, J. E. & Knittel, C. R. Greenhouse gas reductions under low carbon fuel standards? Am. Econ. J.-Econ. Polic. 1, 106–146 (2009).

    Article  Google Scholar 

  46. Bento, A., Kaffine, D., Roth, K. & Zaragoza-Watkins, M. The effects of regulation in the presence of multiple unpriced externalities: Evidence from the transportation sector. Am. Econ. J.-Econ. Polic. (in the press)

  47. Goolsbee, A. & Petrin, A. The consumer gains from direct broadcast satellites and the competition with cable TV. Econometrica 72, 351–381 (2004).

    Article  Google Scholar 

Download references

Acknowledgements

We gratefully acknowledge numerous people from CETESB, INMET, CET and ANP for generously sharing their data; CBN Notícias for sharing their newscasts; and Raízen for sharing access to their fuelling stations. In particular, we thank W. Baptista, C. Costa, A. Dall’Antonia Jr, F. Henkes, M. Kuromoto, C. Lacava, D.G. Medeiros, R.C. Melo, R. dos Santos and T. P. Senaubar. We thank T. Aguirre for summarizing descriptive CETESB and CPTEC weather reports, M. Peterson for preparing a literature review as well as an initial written and graphical description of the pollutant and meteorological data, and S. Ritchey for listing the GPS coordinates of road segments. We thank S. Budanova, E. Lehman and C. Maalouf for research assistance, as well as J. Brito, M. Busse, J. He, E. Mansur and S. McRae for helpful comments. A.S. acknowledges support from the Initiative for Sustainability and Energy at Northwestern University (ISEN) and from the Dean’s Office at the Kellogg School of Management, Northwestern University. F.M.G. thanks the NSF Atmospheric and Geospace Science division for support under grant # NSF ATM-0533436 and gratefully acknowledges support from an Irving M. Klotz professorship in physical chemistry.

Author information

Authors and Affiliations

Authors

Contributions

A.S. conceived the research; A.S. and F.M.G. analysed the data and wrote the paper.

Corresponding author

Correspondence to Alberto Salvo.

Ethics declarations

Competing interests

The authors declare no competing financial interests.

Supplementary information

Supplementary Information

Supplementary Information (PDF 7395 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Salvo, A., Geiger, F. Reduction in local ozone levels in urban São Paulo due to a shift from ethanol to gasoline use. Nature Geosci 7, 450–458 (2014). https://doi.org/10.1038/ngeo2144

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/ngeo2144

This article is cited by

Search

Quick links

Nature Briefing

Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily.

Get the most important science stories of the day, free in your inbox. Sign up for Nature Briefing