Forest biomass carbon stock estimates via a novel approach: K-nearest neighbor-based weighted least squares multiple birth support vector regression coupled with whale optimization algorithm
Niannian Deng, Riwei Xu, Ying Zhang, Haoting Wang, Haoting Wang, Chen Chen, Huiru Wang, Huiru Wang
Topics & Concepts
k-nearest neighbors algorithmAlgorithmCarbon stockRandom forestRegressionRegression analysisBiomass (ecology)Stock (firearms)Partial least squares regressionOptimization algorithmLeast-squares function approximationWhaleMathematicsStatisticsComputer scienceArtificial intelligenceMathematical optimizationEngineeringEcologyBiologyClimate changeEstimatorMechanical engineeringRemote Sensing and LiDAR ApplicationsForest ecology and managementImage Processing and 3D Reconstruction