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Feature extraction applied to agricultural crops as seen by LANDSAT
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1979
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Precision AgricultureEnvironmental MonitoringEngineeringBotanyLand UseCropping SystemAgricultural EconomicsFeature ExtractionTerrestrial SensingYield PredictionSocial SciencesGraphic Descriptive ModelImage AnalysisSynthetic Aperture RadarTassled CapGeographyLandsat DataPrecision FarmingAgricultureEarth Observation DataHyperspectral ImagingLand Cover MapClimatologyAgricultural EngineeringRemote SensingOptical Remote Sensing
The physical interpretation of the spectral-temporal structure of LANDSAT data can be conveniently described in terms of a graphic descriptive model called the Tassled Cap. This model has been a source of development not only in crop-related feature extraction, but also for data screening and for haze effects correction. Following its qualitative description and an indication of its applications, the model is used to analyze several feature extraction algorithms.