Title :
Comparing Near-Coincident C- and X-Band SAR Acquisitions of Marine Oil Spills
Author :
Skrunes, Stine ; Brekke, Camilla ; Eltoft, T. ; Kudryavtsev, Vladimir
Author_Institution :
Dept. of Phys. & Technol., Univ. of Tromso - The Arctic Univ. of Norway, Tromsø, Norway
Abstract :
In this paper, we compare satellite-borne Cand X-band synthetic aperture radar (SAR) data for marine oil spill observation. During large-scale oil-on-water exercises in the North Sea, quad-polarization Radarsat-2 (C-band) and dual-polarization TerraSAR-X (X-band) data were acquired with temporal distances of less than 24 min. The objective is to characterize and quantify differences in the Radarsat-2 and TerraSAR-X measurements. Three scene pairs are compared in terms of data quality and signal characteristics, including statistical properties and selected multipolarization (HH, VV) parameters. The signal characteristics are also compared among low-backscatter features of various origin within the individual pairs. No viable argument for selecting one sensor above the other is identified in the data quality study. In the statistical analysis, investigation of logcumulants indicates a larger deviation from Gaussian statistics in the TerraSAR-X data compared with Radarsat-2 measurements. Log-cumulant diagrams are also shown to be a useful tool for discrimination between oil spills and a simulated biogenic slick in both sensors. Multipolarization features show enhanced slick-sea contrasts and a better discrimination between mineral oil spills and other low-backscatter features in Radarsat-2 compared with TerraSAR-X. The presence of a non-Bragg scattering component in the data is revealed for both sensors. The relative contribution of non-Bragg scattering to the total backscatter is found to be higher in the TerraSAR-X data than in the Radarsat-2 data. In general, the non-Bragg component is found to account for a larger part of the backscatter in slick-covered areas compared with clean sea.
Keywords :
marine pollution; oceanographic regions; oceanographic techniques; oil pollution; remote sensing by radar; synthetic aperture radar; water pollution measurement; C-band SAR acquisition; Gaussian statistics; North Sea; Radarsat-2 measurement; TerraSAR-X measurement; X-band SAR acquisition; biogenic slick; dualpolarization TerraSAR-X data; log-cumulant diagrams; marine oil spill observation; multipolarization parameters; nonBragg scattering component; oil-on-water exercises; quadpolarization Radarsat-2 data; satellite-borne C-band SAR data; satellite-borne X-band SAR data; statistical properties; synthetic aperture radar; Backscatter; Dielectric constant; Ocean temperature; Scattering; Sea measurements; Sea surface; Synthetic aperture radar; Contrast; frequency; log-cumulants; look-alikes; noise analysis; oil spill; polarimetry; scattering mechanisms; statistical analysis; synthetic aperture radar (SAR);
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2014.2351417