Multi-sensoral and automated derivation of inundated areas using TerraSAR-X and ENVISAT ASAR data

作者: Veronika Gstaiger , Juliane Huth , Steffen Gebhardt , Thilo Wehrmann , Claudia Kuenzer

DOI: 10.1080/01431161.2012.700421

关键词:

摘要: During recent years, synthetic aperture radar SAR data have been increasingly used for flood mapping. New satellites especially, such as TerraSAR-X, Radarsat-2 and COSMO-SkyMed, provide high-resolution with high potential fast reliable detection of inundated areas. This article compares three simple approaches to derive water areas from in relation the German–Vietnamese project, Water-related Information System Sustainable Development Mekong Delta WISDOM. Two methods are pixel based use histogram-based grey-level thresholds, well a homogeneity criterion classification. The third approach is object applies characteristic attributes objects grey value, texture relations neighbouring objects. Further discussed influence variation thresholds challenges validate masks derived active remote-sensing data. We implemented one introduced surface derivation mask processor automatic calculation satellite imagery WaMaPro. fully processing chain was developed process TerraSAR-X Environmental Satellite Advanced Synthetic Aperture Radar ENVISAT ASAR order meet demands monitoring.

参考文章(26)
S Gebhardt, J Huth, T Wehrmann, I Schettler, C Künzer, M Schmidt, S Dech, Automated inundation monitoring using TerraSAR-X multi-temporal imagery EGU General Assembly Conference Abstracts. pp. 13468- ,(2009)
Claudia Künzer, Thilo Wehrmann, Verena Klinger, Steffen Gebhardt, Web services enabled architecture coupling data and functional resources ,(2010)
P. Matgen, R. Hostache, G. Schumann, L. Pfister, L. Hoffmann, H.H.G. Savenije, Towards an automated SAR-based flood monitoring system: Lessons learned from two case studies Physics and Chemistry of The Earth. ,vol. 36, pp. 241- 252 ,(2011) , 10.1016/J.PCE.2010.12.009
O. Husson, P.H. Verburg, Mai Thanh Phung, M.E.F. Van Mensvoort, Spatial variability of acid sulphate soils in the Plain of Reeds, Mekong delta, Vietnam Geoderma. ,vol. 97, pp. 1- 19 ,(2000) , 10.1016/S0016-7061(00)00016-1
A. J. Luckman, M. S. Horritt, D. C. Mason, Flood boundary delineation from Synthetic Aperture Radar imagery using a statistical active contour model International Journal of Remote Sensing. ,vol. 22, pp. 2489- 2507 ,(2001) , 10.1080/01431160152497691
Philip A. Townsend, Stephen J. Walsh, Modeling floodplain inundation using an integrated GIS with radar and optical remote sensing Geomorphology. ,vol. 21, pp. 295- 312 ,(1998) , 10.1016/S0169-555X(97)00069-X
P. A. Brivio, R. Colombo, M. Maggi, R. Tomasoni, Integration of remote sensing data and GIS for accurate mapping of flooded areas International Journal of Remote Sensing. ,vol. 23, pp. 429- 441 ,(2002) , 10.1080/01431160010014729
Guy J.-P. Schumann, Jeffrey C. Neal, David C. Mason, Paul D. Bates, The accuracy of sequential aerial photography and SAR data for observing urban flood dynamics, a case study of the UK summer 2007 floods Remote Sensing of Environment. ,vol. 115, pp. 2536- 2546 ,(2011) , 10.1016/J.RSE.2011.04.039