PREDICTABILITY OF WEATHER AND CLIMATE: FROM THEORY TO PRACTICE – FROM DAYS TO DECADES

A revolution in weather and climate forecasting is in progress, made possible as a result of theoretical advances in our understanding of the predictability of weather and climate, and by the extraordinary developments in supercomputer technology. Specifically, through ensemble prediction, weather and climate forecasting is set to enter a new era, addressing quantitatively weather and climate sensitive concerns in a range of commercial and humanitarian applications. This is possible because, through ensemble techniques, we can now tackle the problem of flow-dependent prediction of weather and climate risk. This paper gives some background to this revolution, with specific examples drawn from a range of timescales.

[1]  J. Shukla,et al.  Distinguishing between the SST‐forced variability and internal variability in mid latitudes: Analysis of observations and GCM simulations , 2000 .

[2]  Leonard A. Smith Predictability Past Predictability Present , 2003 .

[3]  R. J. Graham,et al.  An assessment of seasonal predictability using atmospheric general circulation models , 2000 .

[4]  D. Richardson Skill and relative economic value of the ECMWF ensemble prediction system , 2000 .

[5]  Andrew P. Morse,et al.  DEVELOPMENT OF A EUROPEAN MULTIMODEL ENSEMBLE SYSTEM FOR SEASONAL-TO-INTERANNUAL PREDICTION (DEMETER) , 2004 .

[6]  Tim N. Palmer,et al.  Signature of recent climate change in frequencies of natural atmospheric circulation regimes , 1999, Nature.

[7]  Francisco J. Doblas-Reyes,et al.  Multi‐model spread and probabilistic seasonal forecasts in PROVOST , 2000 .

[8]  A. H. Murphy,et al.  The Value of Climatological, Categorical and Probabilistic Forecasts in the Cost-Loss Ratio Situation , 1977 .

[9]  G. Meehl,et al.  The Coupled Model Intercomparison Project (CMIP) , 2000 .

[10]  J. Räisänen CO2-Induced Changes in Interannual Temperature and Precipitation Variability in 19 CMIP2 Experiments , 2002 .

[11]  T. Palmer A nonlinear dynamical perspective on model error: A proposal for non‐local stochastic‐dynamic parametrization in weather and climate prediction models , 2001 .

[12]  E. Lorenz Deterministic nonperiodic flow , 1963 .

[13]  Tim N. Palmer,et al.  The economic value of ensemble forecasts as a tool for risk assessment: From days to decades , 2002 .

[14]  David S. Richardson,et al.  A probability and decision‐model analysis of PROVOST seasonal multi‐model ensemble integrations , 2000 .

[15]  T. N. Palmer,et al.  Quantifying the risk of extreme seasonal precipitation events in a changing climate , 2002, Nature.