This work was supported by the NOAA/PACS project. We thank Dr. Brent Liebmann and Mr. Dave Allured for kindly sharing the rain gauge data over tropical South America with us, Drs. Hui Wang and Robert E. Dickinson for constructive discussions, two anonymous reviewers for their insightful comments, and Margaret Sanderson Rae for her editorial assistance.
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