Title :
A near real-time algorithm for flood detection in urban and rural areas using high resolution Synthetic Aperture Radar images
Author :
Mason, D.C. ; Davenport, I.J. ; Neal, J.C. ; Schumann, G.J.-P. ; Bates, P.D.
Author_Institution :
Nat. Centre for Earth Obs., Univ. of Reading, Reading, UK
Abstract :
A near real-time flood detection algorithm giving a synoptic overview of the extent of flooding in both urban and rural areas, and capable of working during night-time and day-time even if cloud was present, could be a useful tool for operational flood relief management and flood forecasting. The paper describes an automatic algorithm using high resolution Synthetic Aperture Radar (SAR) satellite data that assumes that high resolution topographic height data are available for at least the urban areas of the scene, in order that a SAR simulator may be used to estimate areas of radar shadow and layover. The algorithm proved capable of detecting flooding in rural areas using TerraSAR-X with good accuracy, and in urban areas with reasonable accuracy.
Keywords :
floods; geophysical image processing; remote sensing by radar; synthetic aperture radar; topography (Earth); SAR simulator; TerraSAR-X; cloud; flood detection; flood forecasting; high resolution synthetic aperture radar images; high resolution topographic height data; near real time algorithm; operational flood relief management; rural areas; urban areas; Accuracy; Backscatter; Floods; Image resolution; Laser radar; Real time systems; Urban areas;
Conference_Titel :
Space Technology (ICST), 2011 2nd International Conference on
Conference_Location :
Athens
Print_ISBN :
978-1-4577-1874-8
DOI :
10.1109/ICSpT.2011.6064673