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Susan Stillman, Xubin Zeng, and Michael G. Bosilovich

Climate Anomaly Monitoring System CCSM Community Climate System Model CDEC California Data Exchange Center CESM Community Earth System Model CFSR Climate Forecast System Reanalysis CMAP CPC Merged Analysis of Precipitation CMIP Coupled Model Intercomparison Project CMORPH CPC morphing technique COOP Cooperative Observer CPC Climate Prediction Center DMSP Defense Meteorological Satellite Program EC Environment Canada ECMWF European Centre for Medium-Range Weather Forecasts ERA ECMWF Re-Analysis GFDL

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Thomas Engel, Andreas H. Fink, Peter Knippertz, Gregor Pante, and Jan Bliefernicht

precipitation events is based on 6-hourly data of temperature, wind, and humidity from the European Centre for Medium-Range Weather Forecasts (ECMWF) interim reanalysis (ERA-Interim, hereafter ERA-I; Dee et al. 2011 ). ERA-I covers the time period from 1979 to present with a horizontal resolution of 0.75° × 0.75° latitude–longitude and 60 vertical levels up to 0.1 hPa. The events will be assessed with regard to their anomalous total precipitable water (TPW) content with respect to the 1979–2014 period

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