The author would like to thank Anthony Hollingsworth and Tim Palmer for very useful comments given to an early version of this manuscript, and Mariano Hortal and Clive Temperton for valuable discussions on the role of horizontal diffusion in numerical weather prediction models. The careful reviews of three anonymous referees provided helpful comments and suggestions.
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