Prediction of grape yields from time-series vegetation indices using satellite remote sensing and a machine-learning approach
Sara Tokhi Arab, Ryozo Noguchi, Shusuke Matsushita, Tofael Ahamed
Topics & Concepts
Normalized Difference Vegetation IndexVineyardVegetation (pathology)SatelliteRemote sensingExponential smoothingEnvironmental scienceContext (archaeology)Enhanced vegetation indexSatellite imageryTime seriesLinear regressionSmoothingLeaf area indexArtificial neural networkMathematicsStatisticsComputer scienceMachine learningGeographyVegetation IndexEngineeringEcologyMedicineBiologyAerospace engineeringArchaeologyPathologyHorticultural and Viticultural ResearchRemote Sensing in AgricultureLand Use and Ecosystem Services