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Completing the machine learning saga in fractional snow cover estimation from MODIS Terra reflectance data: Random forests versus support vector regression

Semih Kuter

2021Remote Sensing of Environment105 citationsDOI

Topics & Concepts

Random forestSupport vector machineRemote sensingMars Exploration ProgramTerrainSnowNormalized Difference Vegetation IndexArtificial neural networkLand coverElevation (ballistics)Multivariate adaptive regression splinesMean squared errorComputer scienceRegressionArtificial intelligenceRegression analysisEnvironmental scienceMachine learningMathematicsStatisticsClimate changeGeographyCartographyMeteorologyBayesian multivariate linear regressionGeologyLand usePhysicsEngineeringCivil engineeringGeometryOceanographyAstronomyCryospheric studies and observationsClimate change and permafrostUrban Heat Island Mitigation
Completing the machine learning saga in fractional snow cover estimation from MODIS Terra reflectance data: Random forests versus support vector regression | Litcius