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Modelling Green Volume Using Sentinel-1, -2, PALSAR-2 Satellite Data and Machine Learning for Urban and Semi-Urban Areas in Germany

Sebastian Lehmler, Michael Förster, Annett Frick

2023Environmental Management15 citationsDOI

Topics & Concepts

Random forestSampling (signal processing)Machine learningSatelliteStratified samplingSupport vector machineComputer scienceRemote sensingEnvironmental scienceTransferabilityDecision treeArtificial intelligenceStatisticsMathematicsGeographyDetectorEngineeringTelecommunicationsAerospace engineeringLogitRemote Sensing in AgricultureLand Use and Ecosystem ServicesRemote Sensing and LiDAR Applications
Modelling Green Volume Using Sentinel-1, -2, PALSAR-2 Satellite Data and Machine Learning for Urban and Semi-Urban Areas in Germany | Litcius