We thank three reviewers for their constructive and valuable comments. The ECMWF System 4 reforecasts were obtained by the authors through a commercial agreement between Georgia Tech and ECMWF. This research has been supported by NSF-AGS 0965610, NSF-ATM 0826909, and APEC Climate Center.
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