2012 · 18 citations · 6 references
Environmental MonitoringEngineeringGeomorphologyNear-real-time Modis ImagesFlood ControlFlood VolumeDisaster DetectionEarth ScienceModis ImagesGeographyDigital Elevation ModelFlood Inundation LevelHydrologyFlash FloodHydrological DisasterWater ResourcesSurface-water HydrologyRemote SensingFlood Risk ManagementFlooded AreaFlood Risk Assessment
River inundation satellite images are restricted to make real-time flood inundation maps in many cases. However, such images have significant potential to predict the time, place and scale of a flooding event, and can be very useful in emergency response efforts. The estimation of water extent boundary and flood volume is important to determine a fundamental hazard in flood risk assessment. In this study, an attempt was made to detect surface water in a severe flood event (the 2011 Thai flood) by applying modified remote sensing indices to near-real-time MODIS images. Flood volumes were also calculated for detected flood areas by using a proposed flood inundation level (FIL) model with the Digital Elevation Model (DEM). FILs were verified through field investigation. The results show that the MODIS-FIL combined approach is feasible for automatic, instant flooding detection.
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Laura L. Hess, John M. Mélack, Solange Filoso et al. · IEEE Transactions on Geoscience and Remote Sensing · 1995 · 465 citations
Earth Observation, Environmental Monitoring, Engineering +23