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Improving near real-time precipitation estimation using a U-Net convolutional neural network and geographical information

Mojtaba Sadeghi, Phu Nguyen, Kuolin Hsu, Soroosh Sorooshian

2020Environmental Modelling & Software110 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceConvolutional neural networkPrecipitationSatelliteData miningArtificial neural networkGeographic coordinate systemField (mathematics)Artificial intelligenceRemote sensingMachine learningMeteorologyGeographyMathematicsPure mathematicsEngineeringAerospace engineeringGeodesyPrecipitation Measurement and AnalysisMeteorological Phenomena and SimulationsFlood Risk Assessment and Management
Improving near real-time precipitation estimation using a U-Net convolutional neural network and geographical information | Litcius