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Exploring Sentinel-1 and Sentinel-2 diversity for flood inundation mapping using deep learning

Goutam Konapala, Sujay V. Kumar, S. Ahmad

2021ISPRS Journal of Photogrammetry and Remote Sensing202 citationsDOI

Topics & Concepts

Remote sensingSynthetic aperture radarFlood mythDigital elevation modelComputer scienceElevation (ballistics)Spectral bandsLand coverSatellite imageryRandom forestDeep learningEnvironmental scienceConvolutional neural networkArtificial intelligenceGeologyLand useGeographyMathematicsGeometryArchaeologyCivil engineeringEngineeringFlood Risk Assessment and ManagementTropical and Extratropical Cyclones ResearchHydrology and Drought Analysis
Exploring Sentinel-1 and Sentinel-2 diversity for flood inundation mapping using deep learning | Litcius