Some issues in uncertainty quantification and parameter tuning: a case study of convective parameterization scheme in the WRF regional climate model

The current tuning process of parameters in global climate models is often performed subjectively or treated as an optimization procedure to minimize model biases based on observations. While the latter approach may provide more plausible values for a set of tunable parameters to approximate the obs...

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Bibliographic Details
Main Authors: B. Yang, Y. Qian, G. Lin, R. Leung, Y. Zhang
Format: Article
Language:English
Published: Copernicus Publications 2012-03-01
Series:Atmospheric Chemistry and Physics
Online Access:http://www.atmos-chem-phys.net/12/2409/2012/acp-12-2409-2012.pdf