Roots of Ensemble Forecasting

Author:

Lewis John M.1

Affiliation:

1. National Severe Storms Laboratory, Norman, Oklahoma, and Desert Research Institute, Reno, Nevada

Abstract

Abstract The generation of a probabilistic view of dynamical weather prediction is traced back to the early 1950s, to that point in time when deterministic short-range numerical weather prediction (NWP) achieved its earliest success. Eric Eady was the first meteorologist to voice concern over strict determinism—that is, a future determined by the initial state without account for uncertainties in that state. By the end of the decade, Philip Thompson and Edward Lorenz explored the predictability limits of deterministic forecasting and set the stage for an alternate view—a stochastic–dynamic view that was enunciated by Edward Epstein. The steps in both operational short-range NWP and extended-range forecasting that justified a coupling between probability and dynamical law are followed. A discussion of the bridge from theory to practice follows, and the study ends with a genealogy of ensemble forecasting as an outgrowth of traditions in the history of science.

Publisher

American Meteorological Society

Subject

Atmospheric Science

Reference103 articles.

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4. Arakawa, A. , 1997: Cumulus parameterization: An ever-challenging problem in tropical meteorology and climate modeling. Preprints, 22d Conf. on Hurricanes and Tropical Meteorology, Fort Collins, CO, Amer. Meteor. Soc., 7–12.

5. A personal perspective on the early years of general circulation modeling at UCLA.;Arakawa,2000

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