Retrieving soil moisture from grape growing areas using multi-feature and stacking-based ensemble learning modeling
Shiyu Tao, Xia Zhang, Rui Feng, Wenchao Qi, Yibo Wang, Bhaskar Shrestha
Topics & Concepts
Random forestEnsemble learningModerate-resolution imaging spectroradiometerMean squared errorBoosting (machine learning)StackingArtificial intelligenceRemote sensingEnsemble forecastingMathematicsGradient boostingEvapotranspirationEnvironmental scienceMachine learningComputer sciencePattern recognition (psychology)StatisticsGeographySatelliteEngineeringBiologyPhysicsEcologyAerospace engineeringNuclear magnetic resonanceSoil Moisture and Remote SensingPlant Water Relations and Carbon DynamicsSoil and Unsaturated Flow