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Measuring regional trends in ozone

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Abstract

We model maximum daily ozone concentration at a number of sites in Ontario in terms of weather classes, temperature, season and a moving average error term. In an effort to detect a regional trend in the remaining residuals, we develop a method related to principal components which obtains the linear combination of sites with greatest autocorrelation. We apply this method to data from sites in Southern Ontario and conclude that there was a regional trend in ozone during the period 1980–1992. A similar treatment does not find a general trend in temperature data but does reveal a widening gap in temperature between northern and southern sites.

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References

  1. G.E.P. Box and G.C. Tiao, A canonical analysis of multiple time series, Biometrika 64 (1977) 355–365.

    Google Scholar 

  2. P. Bloomfield, A. Royle and Q. Yang, Accounting for Meteorological Effects in Measuring Urban Ozone Levels and Trends, Preliminary Report, National Institute for Statistical Sciences and Department of Statistics, North Carolina State University (1993).

  3. P.J. Brockwell and R.A. Davis, Time Series: Theory and Methods (Springer-Verlag, New York, 1987).

    Google Scholar 

  4. J.R. Brook, P.J. Samson and S. Sillman, A meteorology-based approach to detecting the relationship between changes in SO2 emission rates and precipitation concentrations of sulfate, J. Appl. Meteorology 33 (1994) 1050–1066.

    Google Scholar 

  5. J.R. Brook, P.J. Samson and S. Sillman, Aggregation of selected threeday periods to estimate annual and seasonal wet deposition totals for sulfate, nitrate and acidity. Part I: A synoptic and chemical climatology for eastern North America, J. Appl. Meteorology 34 (1995) 297–325.

    Google Scholar 

  6. W. Burrows, M. Benjamin and S. Beauchamp, CART decision-tree statistical analysis and prediction of summer season maximum surface ozone for the Vancouver, Montreal and Atlantic regions of Canada, J. Appl. Meteorology 34 (1995) 1848–1862.

    Google Scholar 

  7. W.M. Cox and S.H. Chu, Meteorologically adjusted ozone trends in urban areas: A probabilistic approach, Atmospheric Environment 27B (1993) 425–434.

    Google Scholar 

  8. B.K. Eder, J.M. Davis and P. Bloomfield, A characterization of the Spatio-temporal Variability of non-urban ozone concentrations over the Eastern United States, Atmospheric Environment 27A (1993) 2645–2668.

    Google Scholar 

  9. K.C. Heidorn and D. Yap, A synoptic climatology for surface ozone concentrations in southern Ontario 1976–1981, Atmospheric Environment 20 (1986) 695–703.

    Google Scholar 

  10. S. Trivikrama Rao and I. Zurbenko, Detection and Tracking Changes in Ozone Air Quality, Technical Report (1993).

  11. S. Trivikrama Rao and I. Zurbenko, Determining temporal and spatial variations in ozone air quality, J. Air Waste Manage. Assoc. 45 (1995) 57–61.

    Google Scholar 

  12. D.E. Shapiro and P. Switzer, Extracting time trends from multiple monitoring sites, Siam Institute for Mathematics and Society Technical Report 132 (1989).

  13. F.E. Stoeckenius, A multivariate data analysis technique for assessing the influence of meteorological conditions on ozone concentration trends, Air Waste Management Association Meeting, Vancouver, BC (1991).

  14. D. Yap, T. Ning and W. Dong, An assessment of source contributions to the ozone concentrations in southern Ontario 1979–1985, Atmospheric Environment 22 (1988) 1161–1168.

    Google Scholar 

  15. D. Xu, D. Yap, and P.A. Taylor, Meteorologically Adjusted Ground Level Ozone Trends in Ontario, Atmospheric Environment 30 (1996) 1117–1124.

    Google Scholar 

  16. A Study Of The Peak Ozone Levels in the Toronto Area, Report prepared by The MEP Company, Markham, Ontario (1990).

Download references

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Alvo, M., Dabrowski, A.R. Measuring regional trends in ozone. Environmental Modeling & Assessment 5, 217–228 (2000). https://doi.org/10.1023/A:1011500631710

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  • DOI: https://doi.org/10.1023/A:1011500631710

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