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Wesley Berg, Stephen Bilanow, Ruiyao Chen, Saswati Datta, David Draper, Hamideh Ebrahimi, Spencer Farrar, W. Linwood Jones, Rachael Kroodsma, Darren McKague, Vivienne Payne, James Wang, Thomas Wilheit, and John Xun Yang

analyses. Michigan and UCF use model analysis data from the Global Data Assimilation System (GDAS), which uses NOAA’s Global Forecast System (GFS) model ( NOAA/NCEP 2000 ). CSU uses the interim reanalysis data from the European Centre for Medium-Range Weather Forecasts (ECMWF) ( Dee et al. 2011 ). Further details on the implementation of the double-difference techniques for each of these groups is given in Yang and McKague (2016) for the Michigan approach, in Biswas et al. (2013) for the UCF

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Clément Guilloteau and Efi Foufoula-Georgiou

-1839441. The authors thank Prof. Christian Kummerow, Dr. Dave Randel, and Dr. Wesley Berg from the Precipitation Group at the Colorado State University as well as Dr. Joseph Turk from NASA Jet Propulsion Laboratory for the insightful discussions and shared information which contributed to the present article. APPENDIX A Acronyms AMSR-2 Advanced Microwave Scanning Radiometer 2 CMORPH Climate Prediction Center morphing technique DMSP Defense Meteorological Satellite Program DPR Dual

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