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The development of a combined infrared and passive microwave satellite rainfall estimation technique is outlined. Infrared data from geostationary satellites are combined with polar-orbiting passive microwave estimates to provide 30-min rainfall estimates. Collocated infrared and passive microwave values are used to generate a database, which is accessed by a cumulative histogram matching approach to generate an infrared temperaturerain-rate relationship. The technique produces initialdoi:10.1175/1525-7541(2003)004<1088:sreucp>2.0.co;2 fatcat:hf53yhw27bdx5o36ax7c77wtra