A New Algorithm to Classify the Homogeneity of ERS-2 Wave Mode SAR Imagette

被引:0
|
作者
Guiting Song
Jagabandhu Panda
Yanhui Zhang
Haoliang Chen
K. Muni Krishna
机构
[1] Zhejiang Ocean University,Department of Marine Science
[2] Nanyang Technological University,School of Physical and Mathematical Sciences
[3] Shandong Agricultural University,College of Resources and Environment
[4] Universities of Shandong,Key Laboratory of Agricultural Environment
[5] Singapore-MIT Alliance for Research and Technology,Department of Meteorology and Oceanography
[6] Andhra University,undefined
关键词
Synthetic aperture radar imagette; Homogeneity; Classification algorithm;
D O I
暂无
中图分类号
学科分类号
摘要
A new classification parameter is developed using 1535 ERS-2 wave mode synthetic aperture radar (SAR) test imagettes to better differentiate homogeneous and inhomogeneous imagettes. The comparison between the new parameter (Min) and the previous one (Inhomo) (Schulz-Stellenfleth and Lehner, 2004) was done under varied threshold values of Inhomo. It is concluded that the performance of ‘Min’ is much better than ‘Inhomo’ when applying to the 1535 test imagettes. Furthermore, both Min and Inhomo are applied to nearly 1 million imagettes collected for the period from 1 September 1998 to 30 November 2000. The comparisons of the global inhomogeneous distribution between ‘Min’ and ‘Inhomo’ reveal that both the areas and percentage of inhomogeneity calculated by ‘Min’ are larger than that calculated by ‘Inhomo’. By analyzing the low wind speed distribution of HOAPS data, we found that low wind speed over the ocean is one of the key reasons for the inhomogeneity of SAR imagettes.
引用
收藏
页码:13 / 21
页数:8
相关论文
共 50 条
  • [1] A New Algorithm to Classify the Homogeneity of ERS-2 Wave Mode SAR Imagette
    Song, Guiting
    Panda, Jagabandhu
    Zhang, Yanhui
    Chen, Haoliang
    Krishna, K. Muni
    JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2014, 42 (01) : 13 - 21
  • [2] Complex ERS-2 SAR wave mode
    Lehner, S
    Schulz-Stellenfleth, J
    Schättler, B
    Breit, H
    Weinreich, I
    OPERATIONAL OCEANOGRAPHY: IMPLEMENTATION AT THE EUROPEAN AND REGIONAL SCALES, 2002, 66 : 437 - 443
  • [3] Investigation of typhoons using ERS-2 SAR Wave Mode Data
    Schulz-Stellenfleth, J
    Niedermeier, A
    Lehner, S
    Horstmann, J
    IGARSS 2004: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM PROCEEDINGS, VOLS 1-7: SCIENCE FOR SOCIETY: EXPLORING AND MANAGING A CHANGING PLANET, 2004, : 1892 - 1895
  • [4] Wind and wave measurements using complex ERS-2 SAR wave mode data
    Lehner, S
    Schulz-Stellenfleth, J
    Schättler, B
    Breit, H
    Horstmann, J
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2000, 38 (05): : 2246 - 2257
  • [5] SAR mission planning for ERS-1 and ERS-2
    DElia, S
    Jutz, S
    ESA BULLETIN-EUROPEAN SPACE AGENCY, 1997, (90) : 62 - 70
  • [6] Ocean wave measurements using complex ERS-2 wave mode data
    Schulz-Stellenfleth, J
    Lehner, S
    Schättler, B
    Breit, H
    CEOS SAR WORKSHOP, 2000, 450 : 39 - 44
  • [7] Global tracking of swell with complex ERS-2 wave mode data
    Schulz-Stellenfleth, J
    Hoja, D
    Lehner, S
    IGARSS 2001: SCANNING THE PRESENT AND RESOLVING THE FUTURE, VOLS 1-7, PROCEEDINGS, 2001, : 1231 - 1233
  • [8] Measurement of extreme wave-height by ERS-2 SAR and numerical wave model (WAM)
    Li, Xiao-Ming
    Koenig, Thomas
    Lehne, Susanne
    Schulz-Stellenfleth, Johannes
    IGARSS: 2007 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-12: SENSING AND UNDERSTANDING OUR PLANET, 2007, : 901 - 904
  • [9] RETRIEVAL OF WAVE PARAMETERS FROM ERS-2 SAR IMAGERY IN SHALLOW OCEAN AREA
    Yue, Tao
    Zhou, Guoqing
    Zhao, Wei
    Tao, Xiaodong
    Yang, Bo
    Huang, Jingjin
    2013 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2013, : 350 - 353
  • [10] The Storfjorden polynya: ERS-2 SAR observations and overview
    Haarpaintner, J
    POLAR RESEARCH, 1999, 18 (02) : 175 - 182