Improving surface roughness lengths estimation using machine learning algorithms
Xiaolong Hu, Liangsheng Shi, Lin Lin, Vincenzo Magliulo
Topics & Concepts
AlgorithmArtificial intelligenceMachine learningArtificial neural networkRoughness lengthSurface roughnessPerceptronComputer scienceRandom forestSurface finishMultilayer perceptronMeteorologyPhysicsMaterials scienceWind speedWind profile power lawQuantum mechanicsComposite materialPlant Water Relations and Carbon DynamicsHydrology and Sediment Transport ProcessesFluid Dynamics and Turbulent Flows