Comparison of bagging, boosting and stacking algorithms for surface soil moisture mapping using optical-thermal-microwave remote sensing synergies
Bappa Das, Pooja Rathore, Debasish Roy, Debashis Chakraborty, Raghuveer Singh Jatav, Deepak Sethi, Praveen Kumar
Topics & Concepts
Boosting (machine learning)Remote sensingStackingMicrowaveEnvironmental scienceMoistureAlgorithmWater contentThermalSoil scienceComputer scienceMaterials scienceMachine learningMeteorologyGeologyGeotechnical engineeringComposite materialPhysicsTelecommunicationsNuclear magnetic resonanceSoil Moisture and Remote SensingPrecipitation Measurement and AnalysisClimate change and permafrost