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.

  • Research Article
  • Published:

Personal carbon monoxide exposure levels: contribution of local sources to exposures and microenvironment concentrations in Milan

Abstract

In the framework of the EXPOLIS study in Milan, Italy, 48-h carbon monoxide (CO) exposures of 50 office workers were monitored over a 1-year period. In this work, the exposures were assessed for different averaging times and were compared with simultaneous ambient fixed-site concentrations. The effect of gas cooking and smoking and different methods of commuting on the microenvironment and exposure levels of CO were investigated. During the sampling the subjects completed a time–microenvironment–activity diary differentiating 11 microenvironments and three exposure influencing activities: gas cooking, smoking and commuting. After sampling, all exposure and time allocation data were stored in a relational database that is used in data analyses. Ambient 48-h and maximum 8-h distributions were similar compared to the respective personal exposures. The maximum 1-h personal exposures were much higher than the maximum 8-h exposures. The maximum 1-h exposures were as well higher than the corresponding ambient distribution. These findings indicate that high short-term exposures were not reflected in ambient monitoring data nor by long-term exposures. When gas cooking or smoking was present, the indoor levels at “home-” and in “other indoor” microenvironments were higher than without their presence. Compared with ambient data, the latter source was the most affective to increase the indoor levels. Exposure during commuting was higher than in all other microenvironments; the highest daily exposure contribution was found during “car/taxi” driving. Most of the CO exposure is acquired in indoor microenvironments. For the indoor microenvironments, ambient CO was the weakest predictor for “home indoor” concentrations, where the subjects spent most of their time, and the strongest for “other indoor” concentrations, where the smallest fraction of the time was spent. Of the main indoor sources, gas cooking, on average, significantly raised the indoor exposure concentrations for 45 min and tobacco smoking for 30 min. The highest exposure levels were experienced in street commuting. Personal exposures were well predicted, but 1-h maximum personal exposures were poorly predicted, by respective ambient air quality data. By the use of time–activity diaries, ETS exposure at the workplaces were probably misclassified due to differences in awareness to tobacco smoke between smokers and nonsmokers.

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
Figure 2

Similar content being viewed by others

References

  • Akland G.G., Hartwell T.D., Johnson T.R., and Whitmore R.W. Measuring human exposure to carbon monoxide in Washington DC Denver Colorado during the winter of 1982–83. Environ Sci Technol 1985: 19: 911–918.

    Article  CAS  Google Scholar 

  • Alm S., Reponen K., Mukala K., Pasanen P., Tuomisto J., and Jantunen M.J. Personal exposures of pre-school children to carbon monoxide: roles of ambient air quality and gas stoves. Atm Environ 1994: 28: 3577–3580.

    Article  CAS  Google Scholar 

  • Alm S. Personal exposures of preschool children to carbon monoxide and nitrogen dioxide in urban air, Academic Dissertation. KTL, Kuopio Finland, 1999.

  • Alm S., Jantunen M.J., and Vartiainen M. Urban commuter exposure to particle matter and carbon monoxide inside an automobile. J Exposure Anal Environ Epidemiol 1999: 9 (3): 237–244.

    Article  CAS  Google Scholar 

  • Alm S., Mukala K., and Jantunen M.J. Personal carbon monoxide exposures of pre-school children in Helsinki, Finland: levels and determinants. Atm Environ 2000: 34: 277–285.

    Article  CAS  Google Scholar 

  • Brunekreef B., Smit H.A., Biersteker K., Boleij J.S.M., and Lebret E. Indoor carbon monoxide pollution in The Netherlands. Environ Int 1982: 8: 193–196.

    Article  CAS  Google Scholar 

  • Brunekreef B., Hoek G., and Janssen N. Time–activity patterns in air pollution epidemiology, In:Ackermann-Liebrich U., Viegi G., Nolan C. (Eds.). Time–activity Patterns in Exposure Assessment, Air Pollution Epidemiology Reports Series, Report no. 6, (EUR 15892 EN). European Commission Directorate General XII, Office for Official Publications, Luxembourg, 1995 92pp.

    Google Scholar 

  • Burnett R.T., Dales R.E., Brooks J.R., Raizenne M.E., and Krewski D. Association between ambient carbon monoxide levels and hospitalisations for congestive heart failure in the elderly in 10 Canadian cities. Epidemiology 1997: 8: 162–167.

    Article  CAS  Google Scholar 

  • Clayton A., Perrit R.L., Pellizari E.D., Thomas K.W., Whitmore R.W., Wallace L.A., Ozkaynak H., and Spengler J.D. Particle total exposure assessment methodology (PTEAM) 1990 study: distributions of aerosol and elemental concentrations in personal, indoor, and outdoor air samples in a Southern California community. J Exposure Anal Environ Epidemiol 1993: 3: 227–250.

    CAS  Google Scholar 

  • Cortese A.D., and Spengler J.D. Ability of fixed monitoring stations to represent personal carbon monoxide exposure. J Air Pollution Control Assoc 1976: 26: 1144–1150.

    Article  CAS  Google Scholar 

  • EPA. National Air Quality and Emissions and Trends Report, US Environmental Protection Agency, Research Triangle Park, EPA-454-95-005 1995.

  • Georgoulis L.B., Hänninen O., Samoli E., Katsouyanni K., Künzli N., Bruinen de Bruin Y., Alm S., and Jantunen M.J. Personal CO exposures in five European cities and its determinants. Atm Environ 2002: 36: 963–974.

    Article  CAS  Google Scholar 

  • Hänninen O. Langan.EXE — Databear download program Instruction sheet developed for use in the EXPOLIS study. Project software and document, KTL, Kuopio, Finland, 1996.

  • Hänninen O., Alm S., Kaarakainen E., and Jantunen M. The EXPOLIS Databases. Publications of the National Public Health Institute, B13/2002 KTL, Kuopio. ISBN: 951-740-321-6 (printed), ISBN: 951-740-322-4 (pdf-file), ISSN: 0359-3576, 408pp. 2002.

  • Jantunen M.J., Hänninen O., Katsouyanni K., Knöppel H., Künzli N., Lebret E., Maroni M., Saarela K., Sram R., and Zmirou D. Air pollution exposure in European cities: The “EXPOLIS” study. J Exposure Anal Environ Epidemiol 1998: 8: 495–518.

    CAS  Google Scholar 

  • Jantunen M.J., Katsouyanni K., Knöppel H., Künzli N., Lebret E., Maroni M., Saarela K., Srám R., and Zmirou D. Final Report: Air Pollution Exposure in European Cities: the EXPOLIS Study. Publications of KTL B16/1999:127, pp. 4 Annexes, 1999.

  • Jungers R.H., Akland G.G., and Sauls H.B. A human exposure assessment study using personal monitoring of carbon monoxide. Direct and indirect methods. Environ Int 1985: 11: 413–418.

    Article  CAS  Google Scholar 

  • Klepeis N.E. An introduction to the indirect exposure assessment approach: modelling human exposure using microenvironmental measurements and the recent National Human Activity Pattern Survey. Environ Health Persp 1999: 107 (2): 365–374.

    Google Scholar 

  • KTL. CO monitoring. EXPOLIS Standard Operation Procedure. KTL, Kuopio, Finland, 1997a.

  • KTL. CO monitoring and QA. EXPOLIS Standard Operation Procedure. KTL, Kuopio, Finland, 1997b.

  • Lee K., Yanagisawa Y., Spengler J.D., and Billick I.H. Measurement of personal carbon monoxide exposures by mailed passive samplers. J Air Waste Manage Assoc 1992: 42: 1212–1213.

    Article  CAS  Google Scholar 

  • Maroni M., Seifert B., and Lindvall T. Indoor Air Quality. A Comprehensive Reference Book. Elsevier Health Sciences, Amsterdam, 1995 ISBN: 0444816429.

    Google Scholar 

  • Maroni M., Carrer P., Cavallo D., Alcini D., Basso A., Preti G., Vercelli F., Visigalli F., and Bersani M. Characterisation of personal exposure to air pollutants of subjects living in Milan. Proceedings of the 7th International Conference on Indoor Air Quality and Climate, Nagoya, Japan, 1996.

  • Moriske H.J., Drews M., Ebert G., Menk G., Scheller C., Schöndube M., and Konieczny L. Indoor air pollution by different heating systems: coal burning, open fireplace and central heating. Toxicol Lett 1996: 88: 349–354.

    Article  CAS  Google Scholar 

  • Naeher L.P., Leaderer B.P., and Smith K.R. Particulate matter carbon monoxide in highland Guatemala: indoor and outdoor levels from traditional and improved wood stoves and gas stoves. Indoor Air 2000: 10 (3): 200–205.

    Article  CAS  Google Scholar 

  • Nagda N.L., and Koontz M.D. Microenvironmental and total exposures to carbon monoxide for three population subgroups. J Air Pollution Control Assoc 1985: 35: 134–137.

    Article  CAS  Google Scholar 

  • Ott W.R., Thomas J., Mage D., and Wallace L. Validation of the simulation of human activity and pollutant exposure (SHAPE) model using paired days from the Denver, CO, carbon monoxide field study. Atm Environ 1988: 22 (10): 2101–2113.

    Article  CAS  Google Scholar 

  • Rotko T., Oglesby L., Künzli N., and Jantunen M.J. Population sampling in European air pollution exposure study, EXPOLIS: Comparisons between the cities representativity of the samples. J Exposure Anal Environ Epidemiol 2000: 10: 355–364.

    Article  CAS  Google Scholar 

  • Siegel M. Involuntary smoking in the restaurant workplace. J Air Waste Manage Assoc 1993: 270 (4): 490–494.

    CAS  Google Scholar 

  • Thomas K.W., Pellizari E.D., Clayton A., Whitaker D.A., Shores R.C., Spengler J., Ozkaynak H., Froehlich S.E., and Wallace L.A. Particle total exposure assessment methodology (PTEAM) 1990 study: method performance and data quality for personal, indoor and out-door monitoring. J Exposure Anal Environ Epidemiol 1993: 3: 203–226.

    CAS  Google Scholar 

  • Touloumi G., Samoli E., and Katsouyanni K. Daily mortality, and “winter type” air pollution in Athens, Greece — a time series analysis within the APHEA project. J Epidemiol Commun Health 1996: 50 (1): 47–51.

    Article  Google Scholar 

  • Vellopoulou A.V., and Ashmore M.R. Personal exposures to carbon monoxide in the city of Athens: commuters exposures. Environ Int 1998: 24: 713–720.

    Article  CAS  Google Scholar 

  • Wallace L., Thomas J., Mage D., and Ott W. Comparison of breath CO, CO exposure and Coburn model prediction in the US. EPA Washington–Denver (CO) study. Atm Environ 1988: 22: 2183–2193.

    Article  CAS  Google Scholar 

  • Wallace L.A. Recent field studies of personal and indoor exposures to environmental pollutants. Ann NY Acad of Sci 1992: 641: 7–16.

    Article  CAS  Google Scholar 

  • Wallace L. Real-time monitoring of particles, PAH, and CO in an occupied townhouse. Appl Occup Environ Hygiene 2000: 15 (1): 39–47.

    Article  CAS  Google Scholar 

  • WHO-a. Guidelines for Air Quality, WHO document. Geneva, WHO/SDE/OEH/00.02. 2000.

  • WHO-b. Air Quality Guidelines for Europe, 2nd edn. WHO Regional Publications, European Series, No.91. ISBN 92 890 1358 3.

  • Ziskind R.A., Fite K., and Mage D.T. Pilot field study: carbon monoxide exposure monitoring in the general population. Environ Int 1982: 8: 283–293.

    Article  CAS  Google Scholar 

Download references

Acknowledgements

This work has been supported by EC. Environment and Climate 1994–1998 Programme Contract N ENV4-CT96-0202 (DG 12-DTEE) and C.E. Ispra n. 18161-2001-07 F1ED ISP IT.

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

De Bruin, Y., Carrer, P., Jantunen, M. et al. Personal carbon monoxide exposure levels: contribution of local sources to exposures and microenvironment concentrations in Milan. J Expo Sci Environ Epidemiol 14, 312–322 (2004). https://doi.org/10.1038/sj.jea.7500327

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/sj.jea.7500327

Keywords

This article is cited by

Search

Quick links