Sparse Gaussian process regression for multi-step ahead forecasting of wind gusts combining numerical weather predictions and on-site measurements
Hao Wang, Yiming Zhang, Jianxiao Mao
Topics & Concepts
KrigingNumerical weather predictionMeteorologyGround-penetrating radarWind speedEnvironmental scienceRange (aeronautics)Term (time)Computer scienceGaussian processGaussianMachine learningRadarEngineeringGeographyQuantum mechanicsAerospace engineeringPhysicsTelecommunicationsWind and Air Flow StudiesEnergy Load and Power ForecastingAerodynamics and Fluid Dynamics Research