The authors would like to acknowledge the useful discussions with Ned Guttman and Russell Vose during various stages of this research. The excellent suggestions by Phil Jones and an unnamed reviewer were greatly appreciated. This work is supported by NOAA’s Climate and Global Change Climate Change Data and Detection and Office of Biological and Environmental Research, U.S. Department of Energy.
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