We thank our many collaborators working on the GSI, especially those at the NCEP/Environmental Modeling Center and the NASA Global Modeling and Assimilation Office. We also thank Dave Behringer, Liyan Liu, and two anonymous reviewers for their constructive comments and suggestions.
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