Journal of Hydrometeorology · 2006 · 28 citations · 27 references
Environmental MonitoringEngineeringSouthern AfricaWeather ForecastingClimate ModelingEarth System ScienceEarth SciencePrecipitationSocial SciencesNew ResourceAfrican DrylandsClimate ProjectionDrought ForecastingMeteorological MeasurementDaily PrecipitationClimate ChangeClimate SciencesMeteorologyHydrometeorologySynthetic Aperture RadarGeographyMicrowave Remote SensingRadiation MeasurementMeteosat ThermalEarth Observation DataClimate DynamicsClimatologyRemote SensingSatellite MeteorologyTemporal Resolution Meteosat
Abstract This paper describes a new high-resolution multiplatform multisensor satellite rainfall product for southern Africa covering the period 1993–2002. The microwave infrared rainfall algorithm (MIRA) employed to generate the rainfall estimates combines high spatial and temporal resolution Meteosat infrared data with infrequent Special Sensor Microwave Imager (SSM/I) overpasses. A transfer function relating Meteosat thermal infrared cloud brightness temperatures to SSM/I rainfall estimates is derived using collocated data from the two instruments and then applied to the full coverage of the Meteosat data. An extensive continental-scale validation against synoptic station data of both the daily MIRA precipitation product and a normalized geostationary IR-only Geostationary Operational Environmental Satellite (GOES) precipitation index (GPI) demonstrates a consistent advantage using the former over the latter for rain delineation. Potential uses for the resulting high-resolution daily rainfall dataset are discussed.
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Robert J. Joyce, John E. Janowiak, Phillip A. Arkin et al. · Journal of Hydrometeorology · 2004 · 3.2K citations