Downscaling of ocean fields by fusion of heterogeneous observations using Deep Learning algorithms
Sylvie Thiria, Charles Sorror, Theo Archambault, Anastase Charantonis, Dominique Béréziat, Carlos Mejía, Jean‐Marc Molines, Michel Crépon
Topics & Concepts
DownscalingMesoscale meteorologySea surface temperatureConvolutional neural networkSea-surface heightAlgorithmAdvectionResolution (logic)Artificial neural networkData assimilationNoise (video)Remote sensingComputer scienceMeteorologyGeologyArtificial intelligenceClimatologyGeographyPhysicsImage (mathematics)PrecipitationThermodynamicsOceanographic and Atmospheric ProcessesReservoir Engineering and Simulation MethodsSeismic Imaging and Inversion Techniques