Title :
Finite difference model for modeling sea surface current from RADARSAT-1 SAR data
Author_Institution :
Natural Tropical Resources Inf. & Mapping Res. Group, Univ. Teknol. Malaysia, Skudai, Malaysia
Abstract :
This study introduces a new approach for modelling sea surface current variation using synthetic aperture radar (SAR). SAR Doppler frequency shift was computed by the ambiguous estimation and Wavelength Diversity Ambiguity Resolving algorithm (WDAR) and Multi Look beat Frequency (MLBF) RADARSAT-1 SAR standard mode data. In situ current measurements have been collected by using wave rider buoy (AWAC). The current velocity then estimated by conversation of residual Doppler Centroid by performing second order polynomial model. The second-order accurate dispersive Lax-Wendrof was used to determine the spatial variation of sea surface current in RADARSAT-1 SAR data. The study shows that there is a significant relationship between in situ current measurements and sea surface current estimated by WDAR and MLBF techniques. The high accuracy is shown with mean root mean square error (RMSE) of ± 0.11 m/s. It can be concluded that the integration between WDAR and MLBF techniques and Euler finite element model is good tool for modelling sea surface current variation in RADARSAT-1 SAR images.
Keywords :
Doppler radar; finite difference methods; oceanographic techniques; oceanography; remote sensing by radar; spaceborne radar; synthetic aperture radar; AWAC; Euler finite element model; RADARSAT-1 SAR data; SAR Doppler frequency shift; current velocity; finite difference model; multi look beat frequency; residual Doppler centroid; sea surface current modelling; second order polynomial model; synthetic aperture radar; wave rider buoy; wavelength diversity ambiguity resolving algorithm; Current measurement; Dispersion; Finite difference methods; Finite element methods; Frequency diversity; Frequency estimation; Polynomials; Root mean square; Sea surface; Synthetic aperture radar; Doppler centroid; Finite difference model; RADRASAT-1; Sea surface current;
Conference_Titel :
Geoscience and Remote Sensing Symposium,2009 IEEE International,IGARSS 2009
Conference_Location :
Cape Town
Print_ISBN :
978-1-4244-3394-0
Electronic_ISBN :
978-1-4244-3395-7
DOI :
10.1109/IGARSS.2009.5418123