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  • GPROF-NN: a neural-network-...
    Pfreundschuh, Simon; Brown, Paula J; Kummerow, Christian D; Eriksson, Patrick; Norrestad , Teodor

    Atmospheric measurement techniques, 09/2022, Letnik: 15, Številka: 17
    Journal Article

    The Global Precipitation Measurement (GPM) mission measures global precipitation at a temporal resolution of a few hours to enable close monitoring of the global hydrological cycle. GPM achieves this by combining observations from a spaceborne precipitation radar, a constellation of passive microwave (PMW) sensors, and geostationary satellites. The Goddard Profiling Algorithm (GPROF) is used operationally to retrieve precipitation from all PMW sensors of the GPM constellation. Since the resulting precipitation rates serve as input for many of the level 3 retrieval products, GPROF constitutes an essential component of the GPM processing pipeline.