The authors wish to thank M. Miller and A. Hollingsworth for reading the manuscript and providing valuable comments. Thanks are also due to J. Teixeira for his help in using the ECMWF single column model and to A. Betts for fruitful discussions and for a valuable review, which helped to improve the manuscript. The revised version of this paper also benefited considerably from the comments by two anonymous reviewers.
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