Int J Sports Med 2006; 27(2): 137-142
DOI: 10.1055/s-2005-837660
Training & Testing

© Georg Thieme Verlag KG Stuttgart · New York

Modelling Atmospheric Pollution During the Games of the XXVIII Olympiad: Effects on Elite Competitors

A. D. Flouris1
  • 1Environmental Ergonomics Laboratory, School of Health and Human Performance, Dalhousie University, Halifax NS, Canada
Further Information

Publication History

Accepted after revision: January 25, 2005

Publication Date:
02 June 2005 (online)

Abstract

The present study investigated the specific atmospheric conditions expected in Athens during the summer of 2004 in relation to the performance of elite athletes. Design: Atmospheric pollution and weather data for the period April 16th to September 30th covering the entire greater Athens area and collected from 1984 to 2003 were used for descriptive statistics and model fitting. The analysis was focused on carbon monoxide (CO), ozone (O3), sulfur dioxide (SO2), nitrogen oxide (NO), nitrogen dioxide (NO2), and particulate matter with a diameter of < 10 µm (PM10). Factor and cluster analysis were used to describe atmospheric pollution in the northern, central, and southern sector of Athens. Generalized estimated equations (GEE) analysis was used to predict mean August 2004 pollutant concentration. Increased concentrations of O3 and PM10 (mean 2003 values: 134.3 ± 9.3, 44 ± 1.9 µg/m3, respectively) may generate adverse health and performance effects. The highest O3 values were recorded in the northern Athenian sector during the period June 12th to July 23rd, peaking around mid-day (12 : 00 - 18 : 00) (p < 0.05). The highest PM10 concentrations were recorded in the central Athenian sector during the period August 20th to September 9th, peaking at late afternoon (14 : 00 - 22 : 00) (p < 0.05). Similar concentrations were observed during all days of the week (p > 0.05). GEE approximated mean August 2004 pollutant concentrations similar to: CO: 2.8 (mg/m3), O3: 136, SO2: 24, NO: 134, and NO2: 106 (μg/m3). Concentrations of O3 and PM10 during the XXVIII Olympiad may generate adverse health and performance effects on the cardiovascular function of the elite competitors. (The present manuscript was submitted shortly before the start of the Games and became published after their completion. In this light, the actual pollution rates in Athens during August 2004 are presented in the Note Added in Proof as credence to the statistics used).

References

  • 1 [no authors listed] . Greening the Olympic Games.  Environ Health Perspect. 1996;  104 596-604
  • 2 Bevan A, Proctor C, Baker-Rogers J, Warren N. Exposure to carbon monoxide, respirable suspended particulates and volatile organic compounds.  Environ Sci Technol. 1991;  25 788-791
  • 3 Carlisle A, Sharp N. Exercise and outdoor ambient air pollution.  Br J Sports Med. 2001;  35 214-222
  • 4 Cedaro R. Environmental factors and exercise performance: A review. II. Air pollution.  Excell. 1992;  8 161-166
  • 5 Comrey A, Lee H. A First Course in Factor Analysis. 2nd ed. Hillsdale, NJ; Lawrence Erlbaum Associates 1992
  • 6 Friedman M, Powell K, Hutwagner L, Graham L, Teague W. Impact of changes in transportation and commuting behaviors during the 1996 summer Olympic Games in Atlanta on air quality and child-hood asthma.  JAMA. 2001;  285 897-905
  • 7 Ghio A, Huang Y. Exposure to concentrated ambient particles (CAPs): a review.  Inhal Toxicol. 2004;  16 53-59
  • 8 Gioulekas D, Damialis A, Papakosta D, Syrigou A, Mpaka G, Saxoni F, Patakas D. 15-year aeroallergen records. Their usefulness in Athens Olympics, 2004.  Allergy. 2003;  58 933-938
  • 9 Gong J. Effects of ozone on exercise performance.  J Sports Med. 1987;  27 21-29
  • 10 Hazucha M. Relatioship between ozone exposure and pulmonary function changes.  J Appl Physiol. 1987;  62 1671-1680
  • 11 Hazucha M, Madden M, Pape G, Becker S, Devlin R, Koren H, Kehrl H, Bromberg P. Effects of cyclo-oxygenase inhibition on ozone-induced respiratory inflammation and lung function changes.  Eur J Appl Physiol. 1996;  73 17-27
  • 12 International Olympic Committe .Candidate Acceptance Procedure. Games of the XXX Olympiad. Lausanne; IOC 2003
  • 13 Jorm L, Visotina M. The Sydney Olympics: a win for public health.  N S W Public Health Bull. 2003;  14 43-45
  • 14 Kassomenos P, Flocas H, Lykoudis S, Skouloudis A. Spatial and temporal characteristics of the relationship between air quality status and mesoscale circulatino over an urban mediterranean basin.  Sci Tot Environ. 1998;  217 37-57
  • 15 Katsouyanni K, Zmirou D, Spix C, Sunyer J, Schouten J, Pönkä A, Anderson H, Le Moullec Y, Wojtyniak B, Vigotti M, Bacharova L. Short-term effects of air pollution on health: a European approach using epidemiological time-series data.  Eur Respir J. 1995;  8 1030-1038
  • 16 Langdeau J B, Boulet L P. Prevalence and mechanisms of development of asthma and airway hyperresponsiveness in athletes.  Sports Med. 2001;  31 601-616
  • 17 Laskin D, Fakhrzadeh L, Laskin J. Nitric oxide and peroxynitrite in ozone-induced lung injury.  Adv Exp Med Biol. 2001;  500 183-190
  • 18 Liang K, Zeger S. Longitudinal data analysis using general linear models.  Biometrica. 1986;  73 13-22
  • 19 McKenzie D, Stirling S, Allen M. The effects of salbutamol on pulmonary function in cyclists exposed to ozone: a pilot study.  Can J Sport Sciences. 1987;  12 46-48
  • 20 Montuschi P, Nightingale J, Kharitonov S, Barnes P. Ozone-induced increase in exhaled 8-isoprostane in healthy subjects is resistant to inhaled budesonide.  Free Radic Biol Med. 2002;  33 1403-1408
  • 21 Peters E, Hiltermann J, Stolk J. Effect of apocynin on ozone-induced airway hyperresponsiveness to methacholine in asthmatics.  Free Radic Biol Med. 2001;  31 1442-1447
  • 22 Romieu I, Sienra-Monge J, Ramirez-Aguilar M, Tellez-Rojo M, Moreno-Macias H, Reyes-Ruiz N, del Rio-Navarro B, Ruiz-Navarro M, Hatch G, Slade R, Hernandez-Avila M. Antioxidant supplementation and lung functions among children with asthma exposed to high levels of air pollutants.  Am J Respir Crit Care Med. 2002;  166 703-709
  • 23 Rubio C, Paz C. Indomethacin reverts sleep disorders produced by ozone exposure in rats.  Toxicology. 2003;  191 89-96
  • 24 Rusznak C, Devalia J L, Davies R J. The impact of pollution on allergic disease.  Allergy. 1994;  49 21-27
  • 25 Schelegle E, Adams W. Reduced exercise time in competitive simulations consequent to low level ozone exposure.  Med Sci Sports Exerc. 1986;  18 408-414
  • 26 van Wijnen J H, Verhoeff A P, Jans H W, van Bruggen M. The exposure of cyclists, car drivers and pedestrians to traffic-related air pollutants.  Int Arch Occup Environ Health. 1995;  67 187-193
  • 27 Villalbi J, Ballestin M, Serra L, Salto E, Salleras L, Vinue J. Evaluation of the smoke-free Olympics project.  Promot Educ. 1994;  1 10-3 46-47
  • 28 Vincent R, Kumarathasan P, Goegan P, Bjarnason S, Guenette J, Berube D, Adamson I, Desjardins S, Burnett R, Miller F, Battistini B. Inhalation toxicology of urban ambient particulate matter: acute cardiovascular effects in rats.  Res Rep Health Eff Inst. 2001;  104 5-54
  • 29 Zinn C. Australia aims for smoke free cars and Olympics.  BMJ. 1995;  311 1455

Environmental Ergonomics Laboratory 

School of Health and Human Performance
Dalhousie University

6230 South Street

Halifax, Nova Scotia

B3H 3J5, Canada

Phone: + 19024946789

Fax: + 1 90 24 94 10 84

Email: aflouris@dal.ca

    >