We are grateful to colleagues in the Met Office, particularly at the Met Research Flight, for discussions that aided the research presented in this paper. Sarah Irons was supported by a Natural Environment Research Council Ph.D. scholarship. We would like to thank Philip Austin and two anonymous reviewers for their constructive comments and suggestions, which improved the final manuscript.
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