Unleashing the power of machine learning and remote sensing for robust seasonal drought monitoring: A stacking ensemble approach
Xinlei Xu, Fangzheng Chen, Bin Wang, Matthew Tom Harrison, Yong Chen, Ke Liu, Chenxia Zhang, Meiqin Zhang, Xueliang Zhang, Puyu Feng, Kelin Hu
Topics & Concepts
Random forestGradient boostingComputer scienceMachine learningArtificial intelligenceEvapotranspirationStackingBoosting (machine learning)Environmental scienceModerate-resolution imaging spectroradiometerClimate changeDecision treeRemote sensingData miningGeologyEcologySatellitePhysicsAerospace engineeringOceanographyNuclear magnetic resonanceBiologyEngineeringHydrology and Drought AnalysisClimate variability and modelsFlood Risk Assessment and Management