DocumentCode :
3539053
Title :
3D coastal bathymetry reconstruction using TOPSAR data
Author :
Marghany, Maged
Author_Institution :
Natural Tropical Resources Inf. & Mapping Res. Group (NATRIM Res. Group), Univ. Teknol. Malaysia, Skudai, Malaysia
Volume :
2
fYear :
2009
fDate :
12-17 July 2009
Abstract :
Coastal bathymetry is considered to provide key parameters for coastal engineering and coastal navigation. In this paper we address the question of reducing the effect of speckle on the accuracy of depth determination in coastal waters using TOPSAR multi-polarized data without needing to include any sounding data values. In doing so, two three-dimensional surface models, the Volterra model and a fuzzy B-Spline model, which construct a global topological structure between the data points, were used to support an approximation to the real surface. The statistical differences between real bathymetry map, CVV band and LHH band showed that the best reconstruction of coastal bathymetry was obtained with polarised L and C bands SAR acquired with HH and VV polarizations, respectively. With 10 m spatial resolution of TOPSAR data, bias of -0.04 and the standard error mean of 0.05 m in depth determination was obtained with LHH band.
Keywords :
bathymetry; fuzzy logic; geophysical image processing; image reconstruction; remote sensing by radar; speckle; synthetic aperture radar; 3D coastal bathymetry reconstruction; 3D surface models; TOPSAR data; Volterra model; coastal engineering; coastal navigation; depth determination; fuzzy B-Spline model; speckle; Differential equations; Image reconstruction; Oceanographic techniques; Oceans; Polarization; Sea measurements; Sea surface; Speckle; Spline; Surface reconstruction; Fuzzy B-spline algorithm; TOPSAR polarised data; Volterra model; bathymetry;
fLanguage :
English
Publisher :
ieee
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
Type :
conf
DOI :
10.1109/IGARSS.2009.5418121
Filename :
5418121
Link To Document :
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