We thank John Mitchell and Stephen Belcher for their helpful comments and suggestions. Comments from three anonymous reviewers helped improve the paper. This work was supported by the Joint U.K. BEIS/Defra Met Office Hadley Centre Climate Programme (GA01101).
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