Title :
Robust model for retrieval sea surface current from different RADARSAT-1 SAR mode data
Author_Institution :
Inst. for Sci. & Technol. Geospatial (INSTEG), Univ. Teknol. Malaysia, Skudai, Malaysia
Abstract :
This paper presents the application of robust model to simulate sea surface current pattern. We have developed the horizontal surface velocity model which is estimated from the Doppler frequency theory to model out the sea surface current velocity. The robust model was applied to the RADARSAT-1 SAR satellite at three different modes (Wide-3, High extended-6 and Standard-2). The results of the study were validated using real time in situ current measurements that were acquired by AWAC equipment. It is found that the velocity and direction of the current changed through the period of the study according to the changing of Doppler frequency shift. Onshore sea surface current was modeled from Wide-3 mode varied between 0.22 to 0.25 m/s, while sea surface current velocities extracted from the Extended High-6 and Standard-2 modes were ranged between 0.16 to 0.53 m/s and 0.52 to 0.65 m/s, respectively. The RMS difference between the three RADARSAT-1 SAR images is 0.136, 0.364, and 0.485 in the Standard-2, Wide-3, and Extended High-6 mode, respectively. This shows that RADARSAT-1 Standard-2 mode is the best mode which can be used to simulate sea surface current patterns (velocity and direction).
Keywords :
oceanographic techniques; synthetic aperture radar; AWAC equipment; Doppler frequency shift; Doppler frequency theory; High extended-6 mode; RADARSAT-1 SAR images; RADARSAT-1 SAR mode data; RADARSAT-1 SAR satellite; RMS difference; Standard-2 mode; Wide-3 mode; horizontal surface velocity model; onshore sea surface current; sea surface current pattern; sea surface current velocity; Data engineering; Frequency diversity; Frequency estimation; Image processing; Image retrieval; Information retrieval; Robustness; Sea surface; Signal processing; Surface waves; Doppler frequency; RADARSAT-1 SAR data; Robust Model; sea surface current;
Conference_Titel :
Signal and Image Processing Applications (ICSIPA), 2009 IEEE International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-5560-7
DOI :
10.1109/ICSIPA.2009.5478705