2014 · 76 citations · 4 references
Natural SciencesEarth SciencesHydrologyHydrologic ModelingHydrometeorologyRemote SensingPrecipitationPrecipitation EstimationRainfall MeasurementSatellite InstrumentationSatellite SensorsGlobal Water CycleInitial Performance EvaluationPassive Microwave SensingRainfall AmountSatellite Precipitation EstimationSatellite Rainfall EstimationSatellite-based Precipitation EstimationWater Cycle Modeling
Precipitation is one of the most important resources for human activity, and global distribution of precipitation amount and its change are essential data for modeling the water cycle and global energy cycle. Space-borne Passive Microwave Radiometers (PMRs) are working on many satellites. PMR observes emission and scattering from precipitation and provide uniform global data. The Global Satellite Mapping of Precipitation Moving Vector with Kalman-filter (GSMaP_MVK) estimates hourly and 0.1 degree gridded precipitation map from PMRs. Because land is radiometrically warm region, estimation of precipitation over land is difficult. Global precipitation over land, however, is most important for human activity, such as management of water and flood warning. We are developing a gauge adjusted algorithm for GSMaP (GSMaP_Gauge). In this paper, we show performance of the algorithm and some initial evaluation tests. We introduce the GSMaP_Gauge algorithm and show the validation of the algorithm.
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A Gauge-Based Analysis of Daily Precipitation over East Asia
Pingping Xie, Mingyue Chen, Song Yang et al. · Journal of Hydrometeorology · 2007 · 1.1K citations · Full text
Tomoo Ushio, Kazushi Sasashige, Takuji Kubota et al. · Journal of the Meteorological Society of Japan Ser II · 2009 · 630 citations · Full text