Nonparametric machine learning for mapping forest cover and exploring influential factors
Bao Liu, Lei Gao, Baoan Li, Raymundo Marcos-Martínez, Brett A. Bryan
Topics & Concepts
OverfittingRandom forestMachine learningNonparametric statisticsArtificial intelligenceLand coverDecision treeRanking (information retrieval)Computer scienceSupport vector machineNonparametric regressionArtificial neural networkRegression analysisLand useStatisticsMathematicsEcologyBiologyLand Use and Ecosystem ServicesForest ecology and managementRemote Sensing in Agriculture