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- Title
A multi-model ensemble method that combines imperfect models through learning.
- Authors
van den Berge, L. A.; Selten, F. M.; Wiegerinck, W.; Duane, G. S.
- Abstract
The article presents a study on the multi-model ensemble method in climate model simulations. Small chaotic dynamical systems such as the Lorenz 63 system were used as a basis of the method's development and assessment procedure, while inefficient models were derived from perturbation of standard parameter values. Results of the study reveal the accuracy of the super-model in terms of approximation; thus, suggesting its approach as an effective measure to enhance climate simulations.
- Subjects
SET theory; CLIMATOLOGY observations; SIMULATION methods &; models; DYNAMICS; PARAMETER estimation
- Publication
Earth System Dynamics Discussions, 2010, Vol 1, Issue 1, p247
- ISSN
2190-4995
- Publication type
Article
- DOI
10.5194/esdd-1-247-2010