Journal of Physics Conference Series · 2018 · 45 citations · 2 references
Natural ResourcesGeoinformaticsLandscape Change DetectionLandscape Pattern AnalysisRemote SensingLand Cover Change DetectionLand Cover ClassificationRemote Sensing Image AnalysisVegetation Cover AssessmentVegetation IndicesVegetation MonitoringBackground SubtractionImage Background SuppressionVegetation Condition MonitoringVegetation CoverVegetation Cover MonitoringVegetation Health IndicesVegetation RegionsVegetation Segmentation
The present work aims to study the effect of using vegetation indices technique on image segmentation for subdividing an image into the homogeneous regions. Three of these vegetation indices technique has been adopted (i.e. Difference Vegetation-Index (DVI), Perpendicular Vegetation Index (PVI) and Weighted Difference Vegetation Index (WDVI)) for detecting and monitoring vegetation distribution and healthiness. Image binarization method being followed the implementation of the indices to isolating the vegetation areas from the image background. The separated agriculture regions from other land use regions and their percentages are presented for two years (2001 and 2002) of the (ETM+) scenes. The counted areas resulted from 2D-space plot technique and the separated vegetated areas resulted from the using of the vegetation indices are also presented. The separated agriculture regions from the implementation of the DVI-index have proved better than other used indices. Because it showed better coincident approximately with 2D-space plot segmentation.
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Remote Sensing for Crop Management
Paul J. Pinter, Jerry L. Hatfield, James S. Schepers et al. · Photogrammetric Engineering & Remote Sensing · 2003 · 634 citations · Full text
Agriculture, Agronomy, Crop Sciences +17