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Allison B. Marquardt Collow, Michael G. Bosilovich, and Randal D. Koster

the gridded Climate Prediction Center (CPC) Unified Gauge-Based Analysis of Global Daily Precipitation at a resolution of 0.25° × 0.25° ( Xie et al. 2007 ; Chen and Xie 2008 ). The Modern-Era Retrospective Analysis for Research and Applications, version 2 (MERRA-2), was used to represent the large-scale circulation and meteorological quantities that are not easily observed ( Bosilovich et al. 2015 ; R. Gelaro et al. 2016, manuscript submitted to J. Climate ). Hourly data from MERRA-2 are

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