Extreme events in a changing climate: Variability is more important than averages
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Extreme events act as a catalyst for concern about whether the climate is changing. Statistical theory for extremes is used to demonstrate that the frequency of such events is relatively more dependent on any changes in the variability (more generally, the scale parameter) than in the mean (more generally, the location parameter) of climate. Moreover, this sensitivity is relatively greater the more extreme the event. These results provide additional support for the conclusions that experiments using climate models need to be designed to detect changes in climate variability, and that policy analysis should not rely on scenarios of future climate involving only changes in means.
- Adams, R. M., Rosenzweig, C., Peart, R. M., Ritchie, J. T., McCarl, B. A., Glyer, J. D., Curry, R. B., Jones, J. W., Boote, K. J., and Allen, L. H., Jr.: 1990, ‘Global Climate Change and US Agriculture’, Nature 345, 219–224.
- Balling, R. C. J., Jr., Skindlov, J. A., and Phillips, D. H.: 1990, ‘The Impact of Increasing Summer Mean Temperatures on Extreme Maximum and Minimum Temperatures in Phoenix’, J. Climate 3, 1491–1494.
- Brown, B. G. and Katz, R. W.: 1991, ‘Characteristics of Extreme Temperature Events in the U.S. Midwest and Southeast: Implications for Climate Change’, Preprints, Seventh Conference on Applied Climatology, American Meteorological Society, Boston, pp. J30-J36.
- Buishand, T. A.: 1989, ‘Statistics of Extremes in Climatology’, Statistica Neerlandica 43, 1–30.
- Essenwanger, O. M.: 1976, Applied Statistics in Atmospheric Science, Elsevier, Amsterdam.
- Faragó, T. and Katz, R. W.: 1990, ‘Extremes and Design Values in Climatology’, Report No. WCAP-14, WMO/TD-No. 386, World Meteorological Organization, Geneva.
- Garrido, J. and Katz, R. W.: 1992, ‘Sensitivity of Extreme Precipitation Events to Climate Change’, (submitted).
- Glantz, M. H. (ed.): 1987, Drought and Hunger in Africa: Denying Famine a Future, Cambridge University Press, Cambridge.
- Hansen, J. and Lebedeff, S.: 1987, ‘Global Trends of Measured Surface Air Temperature’, J. Geophys. Res. 92, 13345–13372.
- Hansen, J. and Lebedeff, S.: 1988, ‘Global Surface Air Temperature: Update through 1987’, Geophys. Res. Letters 15, 323–326.
- Hillier, F. S. and Lieberman, G. J.: 1986, Introduction to Operations Research (4th ed.), Holden-Day, Oakland.
- Johnson, N. L. and Kotz, S.: 1970, Continuous Univariate Distributions - 2, Wiley, New York.
- Katz, R. W.: 1988a, ‘Statistical Procedures for Making Inferences about Climate Variability’, J. Climate 1, 1057–1064.
- Katz, R. W.: 1988b, ‘Statistics of Climate Change: Implications for Scenario Development’, in Glantz, M. H. (ed.), Societal Responses to Regional Climatic Change: Forecasting by Analogy, Westview Press, Boulder, pp. 95–112.
- Katz, R. W.: 1991, ‘Towards a Statistical Paradigm for Climate Change’, Preprints, Seventh Conference on Applied Climatology, American Meteorological Society, Boston, pp. 4–9.
- Katz, R. W. and Brown, B. G.: 1989, ‘Climate Change for Extreme Events: An Application of the Theory of Extreme Values’, Preprints, Eleventh Conference on Probability and Statistics in Atmospheric Sciences, American Meteorological Society, Boston, pp. 10–15.
- Katz, R. W. and Brown, B. G.: 1992, ‘Sensitivity of Extreme Events to Climate Change: The Case of Autocorrelated Time Series’ (submitted).
- Lamb, P. J.: 1987, ‘On the Development of Regional Climatic Scenarios for Policy-Oriented Climatic- Impact Assessment’, Bull. Amer. Meteorol. Soc. 68, 1116–1123.
- Leadbetter, M. R., Lindgren, G., and Rootzen, H.: 1983, Extremes and Related Properties of Random Sequences and Processes, Springer-Verlag, New York.
- LeBoutillier, D. W. and Waylen, P. R.: 1988, ‘Stochastic Analysis of Cold Spells’, J. Appl. Meteorol. 27, 67–76.
- Mearns, L. O., Katz, R. W., and Schneider, S. H.: 1984, ‘Extreme High-Temperature Events: Changes in their Probabilities with Changes in Mean Temperature’, J. Clim. Appl. Meteorol. 23, 1601–1613.
- Mearns, L. O., Schneider, S. H., Thompson, S. L., and McDaniel, L. R.: 1990, ‘Analysis of Climate Variability in General Circulation Models: Comparison with Observations and Changes in Variability in 2 × CO2 Experiments’, J. Geophys. Res. 95, 20469–20490.
- Miller, K. A. and Glantz, M. H.: 1988, ‘Climate and Economic Competitiveness: Florida Freezes and the Global Citrus Processing Industry’, Climatic Change 12, 135–164.
- Mitchell, J. F. B., Manabe, S., Meleshko, V, and Tokioka, T.: 1990, ‘Equilibrium Climate Change - and its Implications for the Future’, in J. T. Houghton, G. J. Jenkins, and J. J. Ephraums (eds.), Climate Change: The IPCC Scientific Assessment, Cambridge University Press, Cambridge, pp. 131–172.
- Parry, M. L. and Carter, T. R.: 1985, ‘The Effect of Climatic Variations on Agricultural Risk’, Climatic Change 7, 95–110.
- Rind, D., Goldberg, R., and Ruedy, R.: 1989, ‘Change in Climate Variability in the 21st Century’, Climatic Change 14, 5–37.
- Schlesinger, M. E. and Mitchell, J. F. B.: 1987, ‘Climate Model Simulations of the Equilibrium Climatic Response to Increased Carbon Dioxide’, Rev. Geophys. 25, 760–798.
- Schneider, S. H.: 1989, ‘The Greenhouse Effect: Science and Policy’, Science 243, 771–781.
- Solow, A. R. and Broadus, J. M.: 1989, ‘On the Detection of Greenhouse Warming’, Climatic Change 15, 449–453.
- Tiago de Oliveira, J.: 1986, ‘Extreme Values and Meteorology’, Theoret. Appl. Clim. 37, 184–193.
- Waggoner, P. E.: 1989, ‘Anticipating the Frequency Distribution of Precipitation if Climate Change Alters Its Mean’, Agricult. Forest Meteorol. 47, 321–337.
- Wigley, T. M. L.: 1985, ‘Impact of Extreme Events’, Nature 316, 106–107.
- Wigley, T. M. L.: 1988, ‘The Effect of Changing Climate on the Frequency of Absolute Extreme Events’, Climate Monitor 17, 44–55.
- Wood, F. B.: 1990, ‘Monitoring Global Climate Change: The Case of Greenhouse Warming’, Bull. Amer. Meteorol. Soc. 71, 42–52.
- Extreme events in a changing climate: Variability is more important than averages
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