Significant wave height estimation using azimuth cutoff of C-band RADARSAT-2 single-polarization SAR images

REN Lin YANG Jingsong ZHENG Gang WANG Juan

任林, 杨劲松, 郑罡, 王隽. 利用C波段RADARSAT-2单极化SAR图像的方位向截断波长估计有效波高[J]. 海洋学报英文版, 2015, 34(12): 93-101. doi: 10.1007/s13131-015-0769-6
引用本文: 任林, 杨劲松, 郑罡, 王隽. 利用C波段RADARSAT-2单极化SAR图像的方位向截断波长估计有效波高[J]. 海洋学报英文版, 2015, 34(12): 93-101. doi: 10.1007/s13131-015-0769-6
REN Lin, YANG Jingsong, ZHENG Gang, WANG Juan. Significant wave height estimation using azimuth cutoff of C-band RADARSAT-2 single-polarization SAR images[J]. Acta Oceanologica Sinica, 2015, 34(12): 93-101. doi: 10.1007/s13131-015-0769-6
Citation: REN Lin, YANG Jingsong, ZHENG Gang, WANG Juan. Significant wave height estimation using azimuth cutoff of C-band RADARSAT-2 single-polarization SAR images[J]. Acta Oceanologica Sinica, 2015, 34(12): 93-101. doi: 10.1007/s13131-015-0769-6

利用C波段RADARSAT-2单极化SAR图像的方位向截断波长估计有效波高

doi: 10.1007/s13131-015-0769-6
基金项目: The National Natural Science Youth Foundation of China under contract Nos 41306191 and 41306192; the National High Technology Research and Development Program of China (863 Program) of China under contract No. 2013AA09A505; the Scientific Research Fund of the Second Institute of Oceanography, State Oceanic Administration of China under contract No. JG1317.

Significant wave height estimation using azimuth cutoff of C-band RADARSAT-2 single-polarization SAR images

  • 摘要: 本文提出两种简单的有效波高(Hs)反演模型,即查找表(LUT)模型和经验模型,它们直接利用合成孔径雷达(SAR)图像的方位向截断波长(λc)反演Hs,两种模型主要针对C波段VV,HH,VH和HV单极化SAR图像。LUT模型中Hsλc的函数,模型系数通过不同海况和观测条件下的仿真方法获取,系数与入射角(θ),波向(dw)和距离速度比(β)相关,与极化无关。经验模型中Hsλcβ的函数,模型系数通过拟合同步观测数据得到,系数仅与极化相关。为拟合经验模型系数和验证两种模型的有效性,我们收集了C波段RADARSAT-2高精度全极化(VV+HH+VH+HV)单视复图像(SLC) SAR数据,和同步的浮标数据,分别利用Yang模型和文中提出的两种模型,反演出四种极化SAR数据的Hs。通过反演的Hs和浮标Hs的比较表明,LUT模型和经验模型都能够利用同极化(VV和HH)SAR数据反演Hs,但Yang模型针对该类型数据反演效果不佳。同时,针对存在清晰海浪条纹的交叉极化(VH和HV)SAR数据,经验模型也具有反演其Hs的能力。
  • Bao Mingquan, Alpers W. 1998. On the cross spectrum between individual-look synthetic aperture radar images of ocean waves.IEEE Transactions on Geoscience and Remote Sensing, 36(3):922-932
    Brüning C, Alpers W, Hasselmann K. 1990. Monte-Carlo simulation studies of the nonlinear imaging of a two dimensional surface wave field by a Synthetic Aperture Radar. International Journal of Remote Sensing, 11(10):1695-1727
    Durden S L, Vesecky J F. 1985. A physical radar cross-section model for a wind-driven sea with swell. IEEE Journal of Oceanic Engineering, 10(4):445-451
    Engen G, Johnsen H. 1995. SAR-ocean wave inversion using image cross spectra. IEEE Transactions on Geoscience and Remote Sensing, 33(4):1047-1056
    European Space Agency. 2007. ENVISAT ASAR Product Handbook 2. 2. https://earth.esa.int/handbooks/asar/toc.html Hasselmann S, Brüning C, Hasselmann K, et al. 1996. An improved algorithm for the retrieval of ocean wave spectra from synthetic aperture radar image spectra. Journal of Geophysical Research, 101(C7):16615-16629
    Hasselmann K, Hasselmann S. 1991. On the nonlinear mapping of an ocean wave spectrum into a synthetic aperture radar image spectrum and its inversion. Journal of Geophysical Research, 96(C6):10713-10729
    Jackson F C. 1987. The physical basis for estimating wave-energy spectra with the radar ocean-wave spectrometer. Johns Hopkins APL Technical Digest, 8:70-73
    Kerbaol V, Chapron B, Vachon P W. 1998. Analysis of ERS-1/2 Synthetic Aperture Radar wave mode imagettes. Journal of Geophysical Research, 103(C4):7833-7846
    Lyzenga D R. 1986. Numerical simulation of synthetic aperture radar image spectra for ocean waves. IEEE Transactions on Geoscience and Remote Sensing, GE-24(6):863-872
    Lyzenga D R. 2002. Unconstrained inversion of waveheight spectra from SAR images. IEEE Transactions on Geoscience and Remote Sensing, 40(2):261-270
    Mastenbroek C, de Valk C. 2000. A semiparametric algorithm to retrieve ocean wave spectra from synthetic aperture radar. Journal of Geophysical Research, 105(C2):3497-3516
    Montuori A, de Ruggiero P, Migliaccio M, et al. 2013. X-band COSMO-SkyMed wind field retrieval, with application to coastal circulation modeling. Ocean Science, 9:121-132
    Pierson W J, Moskowitz L. 1964. A proposed spectral form for fully developed wind seas based on the similarity theory of S. A. Kitaigorodskii.Journal of Geophysical Research, 69(24):5181-5190
    Ren Lin, Yang Jingsong, Wang Juan, et al. 2013. Directional ocean wave spectra extracted from the dual-polarization SAR imagery.In:Bostater C R, Mertikas S P, Neyt X, et al., eds. Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions. Dresden, Germany:SPIE, 88880O
    Schuler D L, Lee J S, Kasilingam D, et al. 2004. Measurement of ocean surface slopes and wave spectra using polarimetric SAR image data. Remote Sensing of Environment, 91(2):198-211
    Schulz-Stellenfleth J, König T, Lehner S. 2006. An empirical approach for the retrieval of ocean wave parameters from synthetic aperture radar data. In:IEEE International Conference on Geoscience and Remote Sensing Symposium. Denver, USA:IEEE, 1875-1878
    Schulz-Stellenfleth J, König T, Lehner S. 2007. An empirical approach for the retrieval of integral ocean wave parameters from synthetic aperture radar data. Journal of Geophysical Research, 112(C3):C03019
    Schulz-Stellenfleth J, Lehner S, Hoja D. 2005. A parametric scheme for the retrieval of two-dimensional ocean wave spectra from synthetic aperture radar look cross spectra. Journal of Geophysical Research, 110(C5):C05004
    Vachon P W, Raney R K. 1991. Resolution of the ocean wave propagation direction in SAR imagery. IEEE Transactions on Geoscience and Remote Sensing, 29(1):105-112
    Wen Shengchang, Guo Peifang, Zhang Dacuo, et al. 1993. Analytically derived wind-wave directional spectrum. Part 2. Characteristics, comparison and verification of spectrum. Journal of Oceanography, 49(2):149-172
    Yang Jingsong, Wang He, Chen Xiaoyan, et al. 2008. A new method for significant wave height retrieval from SAR imagery. In:Valinia A, Hildebrand P H, Uratsuka S, eds. Microwave Remote Sensing of the Atmosphere and Environment VI. Noumea, New Caledonia:SPIE, 71540C
    Zhang Biao, Perrie W, He Yijun. 2010. Validation of RADARSAT-2 fully polarimetric SAR measurements of ocean surface waves.Journal of Geophysical Research, 115(C6):C06031
  • 加载中
计量
  • 文章访问数:  1713
  • HTML全文浏览量:  88
  • PDF下载量:  714
  • 被引次数: 0
出版历程
  • 收稿日期:  2014-11-12
  • 修回日期:  2015-06-05

目录

    /

    返回文章
    返回