Estimation of wave field parameters from TerraSAR-X imagery in the Baltic Sea

S. Rikka, R. Uiboupin, V. Alari
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引用次数: 2

Abstract

Current study is focused on detection of wave field parameters from SAR imagery in the Baltic Sea. Study is carried out over the Baltic Sea region where common SW and W winds induce steep waves with shorter wavelengths compared to ocean waves. As TerraSAR-X data has high spatial resolution (0.75-1.5m per pixel) compared to previous SAR sensors (e.g. ENVISAT/ASAR), it enables to detect the two-dimensional wave spectrum even in the Baltic Sea. Main objective of this work was to demonstrate the capability of detecting wave field parameter from TerraSAR-X imagery in the Baltic Sea. The wave field parameters obtained from SAR imagery was compared with in situ measurements and SWAN (Simulating Waves Nearshore) wave model. The comparison showed significant correlation between SAR derived and buoy measured wave propagation direction (r = 0.89, rmsd = 45°, bias = 8.5°) and wavelengths (r = 0.71, rmsd = 14.8m, bias 0.4m). Comparison of SAR based wave field information with SWAN wave model outputs showed also good agreement in case of wave propagation direction (r = 0.72, rmsd = 35°, bias = 14.8°) and wavelengths (r = 0.85, rmsd = 12.1m, bias = 2.4m). Peak period was also calculated from SAR based 2D wavenumber spectrum and compared with SWAN results. Case studies showed that SAR data enables to detect land shadow effects and small scale wave field variations in the coastal zones.
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波罗的海terasar - x影像波场参数估算
目前的研究主要集中在波罗的海SAR影像的波场参数检测上。研究是在波罗的海地区进行的,那里常见的西南和西风会产生比海浪波长更短的陡峭波浪。与以前的SAR传感器(如ENVISAT/ASAR)相比,TerraSAR-X数据具有高空间分辨率(每像素0.75-1.5米),因此即使在波罗的海也能检测到二维波谱。这项工作的主要目的是证明从TerraSAR-X图像中检测波罗的海波场参数的能力。将SAR图像获得的波场参数与现场测量和SWAN (simulation Waves Nearshore)波模型进行了比较。结果表明,SAR计算结果与浮标实测波浪传播方向(r = 0.89, rmsd = 45°,偏差= 8.5°)和波长(r = 0.71, rmsd = 14.8m,偏差0.4m)之间存在显著相关性。基于SAR的波场信息与SWAN波模型输出结果在波的传播方向(r = 0.72, rmsd = 35°,偏置= 14.8°)和波长(r = 0.85, rmsd = 12.1m,偏置= 2.4m)上的一致性也很好。利用基于SAR的二维波数谱计算峰值周期,并与SWAN结果进行比较。案例研究表明,SAR数据能够探测海岸带的陆地阴影效应和小尺度波场变化。
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