Message Board

Respected readers, authors and reviewers, you can add comments to this page on any questions about the contribution, review, editing and publication of this journal. We will give you an answer as soon as possible. Thank you for your support!

Full name
E-mail
Phone number
Title
Message
Verification Code
Fang He, Xie Tao, Zhou Yufeng, Yang Jingsong, Zhao Li, He Yijun, William. Perrie. Evaluation of SAR wind speed retrieved based on C-2PO model and CMOD5.N geophysical model functions[J]. Haiyang Xuebao, 2018, 40(9): 103-112. doi: 10.3969/j.issn.0253-4193.2018.09.009
Citation: Fang He, Xie Tao, Zhou Yufeng, Yang Jingsong, Zhao Li, He Yijun, William. Perrie. Evaluation of SAR wind speed retrieved based on C-2PO model and CMOD5.N geophysical model functions[J]. Haiyang Xuebao, 2018, 40(9): 103-112. doi: 10.3969/j.issn.0253-4193.2018.09.009

Evaluation of SAR wind speed retrieved based on C-2PO model and CMOD5.N geophysical model functions

doi: 10.3969/j.issn.0253-4193.2018.09.009
  • Received Date: 2017-09-10
  • Rev Recd Date: 2018-02-20
  • In this paper, we first retrieve ocean surface wind speed from C-2PO model without incidence angle input using selected 142 quad-polarized synthetic aperture radar (SAR) images. Subsequently, wind speed computed from geophysical function model (GMF) CMOD5.N with incidence angle measured from the advanced scatterometer (ASCAT) using the same SAR images. Compared with national data buoy center (NDBC) buoy-measured wind speed, the results show that the ocean surface wind speed retrieve from CMOD5.N GMF and C-2PO model both have a high accuracy, and with the root-mean-square (RMS) error are1.68 m/s and 1.74 m/s, respectively. In addition, the wind speeds retrieval RMS error of CMOD5.N GMF is perform better than C-2PO model at low wind speed section (0-10 m/s). After that, taken one SAR image with low wind speed, three reasons of this phenomenon are presented in this paper based on SAR system imaging mechanism.
  • loading
  • Zecchetto S, De Biasio F, della Valle A, et al. Wind fields from C-and X-band SAR images at VV polarization in coastal area (Gulf of Oristano, Italy)[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9(6):2643-2650.
    Hersbach H. Comparison of C-band scatterometer CMOD5.N equivalent neutral winds with ECMWF[J]. Journal of Atmospheric & Oceanic Technology, 2010, 27(4):721-736.
    Stoffelen A, Verspeek J A, Vogelzang J, et al. The CMOD7 Geophysical Model Function or ASCAT and ERS Wind Retrievals[J]. IEEE Journal of Selected Topics in Applied Earth Observations & Remote Sensing, 2017, 10(5):2123-2134.
    Alpers W, Brümmer B. Atmospheric boundary layer rolls observed by the synthetic aperture radar aboard the ERS-1 satellite[J]. Journal of Geophysical Research Oceans, 1994, 99(C6):12613-12621.
    Kim T S, Park K A, Li X, et al. Observation of wind direction change on the sea surface temperature front using high-resolution full polarimetric SAR data[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10(6):2599-2607.
    韩冰, 许遐祯, 刘焕彬, 等. 同极化RADARSAT-2数据的海面风速反演研究[J]. 遥感技术与应用, 2017, 32(3):419-426. Han Bing, Xu Xiazhen, Liu Huanbin, et al. Wind speed retrieval of ocean surface using RADARSAT-2 co-polarization data[J]. Remote Sensing Technology and Application, 2017, 32(3):419-426.
    姜祝辉, 黄思训, 何然, 等. 合成孔径雷达资料反演海面风场的正则化方法研究[J]. 物理学报, 2011, 60(6):769-776. Jiang Zhuhui, Huang Sixun, He Ran, et al. Regularization method to retrieve synthetic aperture radar sea surface wind[J]. Acta Physica Sinica, 2011, 60(6):1769-1776.
    Hwang P A, Stoffelen A, Zadelhoff G J, et al. Cross-polarization geophysical model function for C-band radar backscattering from the ocean surface and wind speed retrieval[J]. Journal of Geophysical Research:Oceans, 2015, 120(2):893-909.
    Vachon P W, Wolfe J. C-band cross-polarization wind speed retrieval[J]. IEEE Geoscience & Remote Sensing Letters, 2011, 8(3):456-459.
    Zhang B, Perrie W, Vachon P W, et al. Ocean vector winds retrieval from C-band fully polarimetric SAR measurements[J]. IEEE Transactions on Geoscience & Remote Sensing, 2012, 50(11):4252-4261.
    Morena L C, James K V, Beck J. An introduction to the RADARSAT-2 mission[J]. Canadian Journal of Remote Sensing, 2004, 30(3):221-234.
    耿忠, 张波, 林丽, 等. 基于少量控制点的RADARSAT-2影像快速几何纠正技术研究[J]. 地理信息世界, 2010, 8(1):27-30 Geng Zhong, Zhang Bo, Lin Li, et al. A rapid RADARSAT-2 image geometric correction technique using a few GCPs[J]. Geomatics World, 2010, 8(1):27-30.
    杜培军. RADARSAT图像滤波的研究[J]. 中国矿业大学学报, 2002, 31(2):132-137. Du Peijun. Research in filtering of RADARSAT images[J]. Journal of China University of Mining & Technology, 2002, 31(2):132-137.
    Verspeek J, Stoffelen A, Portabella M, et al. Validation and calibration of ASCAT using CMOD5.N[J]. IEEE Transactions on Geoscience & Remote Sensing, 2010, 48(1):386-395.
    Tomua J S. Dependence of the wind profile power law on stability for various locations[J]. Journal of the Air Pollution Control Association, 1977, 27(9):863-866.
    靳国栋, 刘衍聪, 牛文杰. 距离加权反比插值法和克里金插值法的比较[J]. 长春工业大学学报, 2003, 24(3):53-57. Jin Guodong, Liu Yancong, Niu Wenjie. Comparison between Inverse Distance Weighting Method and Kriging[J]. Journal of Changchun University of Technology, 2003, 24(3):53-57.
    Zhang Guosheng, Li Xiaofeng, William Perrie, et al. A hurricane wind speed retrieval method for C-band RADARSAT-2 cross-polarization ScanSAR images[J]. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55(8):4766-4774.
    Zhang Kangyu, Xu Xiazhen, Han bing, et al. The influence of different spatial resolutions on the retrieval accuracy of sea surface wind speed with C-2PO models using full polarization C-band SAR[J]. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55(9):5015-5025.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索
    Article views (857) PDF downloads(253) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return