A generalized regression-based unmixing model for mapping forest cover fractions throughout three decades of Landsat data
Cornelius Senf, Josef Laštovička, Akpona Okujeni, Marco Heurich, Sebastian van der Linden
Topics & Concepts
Random forestRemote sensingCategorical variableSupport vector machineRegressionMean squared errorLand coverForest coverRegression analysisCover (algebra)Forest inventoryEnvironmental scienceGeographyComputer scienceForest managementMathematicsStatisticsArtificial intelligenceEcologyLand useAgroforestryEngineeringMechanical engineeringBiologyRemote Sensing in AgricultureLand Use and Ecosystem ServicesRemote Sensing and LiDAR Applications