Skip to main content
Have a personal or library account? Click to login
Probabilistic forecasts of near-term climate change based on a resampling ensemble technique Cover

Probabilistic forecasts of near-term climate change based on a resampling ensemble technique

By:  and    
Open Access
|Jan 2006

References

  1. Allen , M. R. and Ingram , W. J. 2002 . Constraints on future changes in climate and the hydrologic cycle . Nature 419 , 224 232 .
  2. Andreae , M. O. , Jones , C. D. and Cox , P. M. 2005 . Strong present-day aerosol cooling implies a hot future. Nature 435 , 1187 1190 .
  3. Brier , G. W. 1950 . Verification of forecasts expressed in terms of prob-ability . Mon. Wea. Rev . 78 , 1 3 .
  4. Candille , G. and Talagrand , O. 2005 . Evaluation of probabilistic pre-diction systems for a scalar variable. Q. J. R. Meteorol. Soc . 131 , 2131 2150 .
  5. Christensen , J. H. , Carter , T. , and Giorgi , E 2002 . PRUDENCE employs new methods to assess European climate change . EOS 83 , 147 .
  6. Cubasch , U. , Meehl , G. A. , Boer , G. J. , Stouffer , R. J. , Dix , M., and co-authors . 2001. Projections of future climate change. In: Climate change 2001. The Scientific Basis (eds J. T. Houghton , Y. Ding , D. J. Griggs , M. Noguer , P. J. van der Linden , X. Dai , K. Maskell and C. A. Johnson ). Cambridge University Press , Cambridge . 525 582 .
  7. Giorgi , E and Meams , L. O. 2002 . Calculation of average, uncertainty range, and reliability of regional climate changes from AOGCM sim-ulations via the “reliability ensemble averaging” (REA) method . J. Climate 15 , 1141 1158 .
  8. Giorgi , E and Meams , L. O. 2003 . Probability of regional climate change based on the Reliability Ensemble Averaging (REA) method . Geo-phys. Res. Lett . 30 , 1629 . 10.1029/2003.GL0171.30 .
  9. Harvey , L. D. D. 2004 . Characterizing the annual-mean climatic ef-fect of anthropogenic CO2 and aerosol emissions in eight coupled atmosphere-ocean GCMs . Climate Dyn . 23 , 569 599 .
  10. Hellström , C. , Chen , D. , Achberger , C. and Räisänen , J. 2001 . A com-parison of climate change scenarios for Sweden based on statistical and dynamical downscaling of monthly precipitation . Climate Res . 19 , 45 55 .
  11. Hersbach , H. 2000 . Decomposition of the continuous ranked probability score for ensemble prediction systems . Wea. and Forecasting 15 , 559 570 .
  12. Houghton , J. T. , Ding , Y. , Griggs , D. J. , Noguer , M. , van der Linden , P. J. , and co-authors. 2001. Climate Change 2001. Contribution of Working Group Ito the Third Assessment Report of the Intergovernmental Panel on Climate Change (IPCC). Cambridge University Press, Cambridge. 881 p.
  13. Huntingford , C. and Cox , P. M. 2000 . An analogue model to derive additional climate change scenarios from existing GCM simulations . Climate Dyn . 16 , 575 586 .
  14. Karoly , D. J. and Wu , Q. 2005 . Detection of regional surface temperature trends . J. Climate 18 , 4337 4343 .
  15. Lambert , E H. , Stott , P. A. , Allen , M. R. and Palmer , M. A. 2004 . De-tection and attribution of changes in 20th century land precipitation . Geophys. Res. Lett . 31 , L10203 .
  16. Manabe , S. and Wetherald , R. T. 1987 . Large-scale changes of soil wet-ness induced by an increase in atmospheric carbon dioxide . J. Atmos. Sci . 44 , 1211 1235 .
  17. Mitchell , T. D. 2003 . Pattern scaling: an examination of the accuracy of the technique for describing future climate . Climatic Change 60 , 217 242 .
  18. Mitchell , J. E B. , Johns , T. C. , Eagles , M. , Ingram , W. J. and Davis , R. A. 1999 . Towards the construction of climate change scenarios . Climatic Change 41 , 547 581 .
  19. Mitchell , T. D. , Carter , T. R. , Jones , P. D. , Hulme , M. , and New , M. 2004 . A comprehensive set of high-resolution grids of monthly climate for Europe and the globe: the observed record (1901-2000) and 16 scenarios (2001-2100) . Tyndall Centre Working Paper 55 , 30 p .
  20. Nakiéenovié , N. and Swart , R. (eds.) 2000 . Emissions Scenarios. A Special Report of Working Group III of the Intergovernmental Panel on Climate Change. Cambridge University Press , Cambridge . 599p.
  21. New , M. and Hulme , M. 2000 . Representing uncertainty in climate change scenarios: a Monte-Carlo approach . Integrated Assessment 1 , 203 213 .
  22. Räisänen , J. 2001a . CO2-induced climate change in CMIP2 experiments. Quantification of agreement and role of internal variability . J. Climate 14 , 2088 2104 .
  23. Räisänen , J. 2001b. Hiilidioksidin lisääntymisen vaikutus Pohjois-Euroopan ilmastoon globaaleissa ilmastomalleissa. Terra 113, 139-151. (The impact of increasing carbon dioxide on the climate of north-ern Europe in global climate models; in Finnish with English abstract and figure and table captions) .
  24. Räisänen , J. and Alexandersson , H. 2003 . A probabilistic view on recent and near future climate change in Sweden . Tellus 55A , 113 125 .
  25. Santer , B. D. , Wigley , T. M. L. , Schlesinger , M. E. and Mitchell , J. E B. 1990 . Developing climate scenarios from equilibrium GCM results. Report 47, Max-Planck Institut fiir Meteorologie, Hamburg, Germany , 29p .
  26. Stainforth , D. A. , Aina , T. , Christensen , C. , Collins , M. , Fauli , N. , and co-authors. 2005. Uncertainty in the predictions of the climate response to rising levels of greenhouse gases. Nature 433 , 403 406 .
  27. Stanski , H. R. , Wilson , L. J. and Burrows , W. R. 1989 . Survey of common verification methods in meteorology. Research report 89-5 , Atmospheric Environment Service Forecast Research Division , Canada .
  28. Stott , P. A. , Tett , S. E B. , Jones , G. J. , Allen , M. R. , Mitchell , J. E B. and co-authors . 2000 . External control of 20th century temperature by natural and anthropogenic forcings . Science 290 , 2133 2137 .
  29. Wilks , D. S. 1995 . Statistical Methods in the Atmospheric Sciences . Academic Press , San Diego . 467 p .
Language: English
Page range: 461 - 472
Submitted on: Jan 3, 2006
Accepted on: Mar 8, 2006
Published on: Jan 1, 2006
Published by: Stockholm University Press
In partnership with: Paradigm Publishing Services

© 2006 J. Räisänen, L. Ruokolainen, published by Stockholm University Press
This work is licensed under the Creative Commons Attribution 4.0 License.