Using singular spectrum analysis and empirical mode decomposition to enhance the accuracy of a machine learning-based soil moisture forecasting algorithm
Eduart Murcia, Sandra M. Guzmán
Topics & Concepts
Hilbert–Huang transformSingular spectrum analysisMode (computer interface)DecompositionAlgorithmSpectrum (functional analysis)Water contentComputer scienceArtificial intelligenceMachine learningSingular value decompositionEngineeringComputer visionGeotechnical engineeringPhysicsOperating systemFilter (signal processing)BiologyQuantum mechanicsEcologyStatistical and numerical algorithmsSoil Geostatistics and MappingSoil Moisture and Remote Sensing