The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2012 · 16 citations · 14 references
Natural SciencesEarth SciencesEnvironmental SciencesEcohydrologyLandscape Pattern AnalysisRemote SensingRemote Sensing Image AnalysisWetland Change DetectionWetland EcologyWetland ManagementDecision-tree AnalysisHierarchical Decision MakingHierarchical Decision ModelsRemote Sensing AnalysisSatellite Image AnalysisSatellite Remote Sensing DataWetland Extent MonitoringWetland Remote Sensing
Abstract. Wetlands play significant role in maintaining the ecological balance of both biotic and abiotic life in coastal and inland environments. Hence, understanding of their occurrence, spatial extent of change in wetland environment is very important and can be monitored using satellite remote sensing technique. The extraction of wetland features using remote sensing has so far been carried out using visual/ hybrid digital analysis techniques, which is time consuming. To monitor the wetland and their features at National/ State level, there is a need for the development of automated technique for the extraction of wetland features. A knowledge based algorithm has been developed using hierarchical decision tree approach for automated extraction of wetland features such as surface water spread, wet area, turbidity and wet vegetation including aquatic for pre and post monsoon period. The results obtained for Chhattisgarh, India using the automated technique has been found to be satisfactory, when compared with hybrid digital/visual analysis technique.
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