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Arthur Y. Hou and Sara Q. Zhang

distributions have been a major impediment to understanding how the Tropics interact with other parts of the globe, including the remote response to tropical El Niño–Southern Oscillation (ENSO) variability on interannual time scales, and the possible global influence of the Madden–Julian oscillation (MJO) and monsoons on intraseasonal time scales. A global atmospheric analysis capable of capturing the observed tropical rainfall variability accompanied by physically consistent estimates of wind, temperature

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