COMPARISON OF ELEVATION DERIVED FROM INSAR DATA WITH DEM OVER LARGE RELIEF TERRAIN

被引:44
作者
LIN, Q
VESECKY, JF
ZEBKER, HA
机构
[1] STANFORD UNIV,DEPT ELECT ENGN,STAR LAB,STANFORD,CA 94305
[2] JET PROP LAB,PASADENA,CA 91109
基金
美国国家航空航天局;
关键词
D O I
10.1080/01431169408954208
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Surface elevation of terrain can be estimated from interferometric synthetic aperture radar (INSAR) observations from satellites. In this paper, we compare a satellite SAR estimate of surface elevation with a digital elevation map (DEM) compiled by the USGS from survey data. To compare the elevation obtained from SAR with a DEM, a new registration method is developed to register the SAR images with the DEM. To convert the DEM into the same format as the SAR data, a phase difference image is generated from the DEM according to SAR imaging geometry. The mean squared error between the simulated phase difference and the measured phase difference is minimised using a downhill simplex minimization algorithm. Registration parameters such as orientation, range and azimuth offsets are obtained in the minimization process. Elevation data generated from the Seasat SAR over an area west of Yellowstone National Park are compared with a DEM using the proposed registration algorithm. The root mean squared (rms) error between the computed elevation and the DEM is found to be 6.0 per cent of the total terrain variations in the image. Layover effects and other error sources are also explored in the paper.
引用
收藏
页码:1775 / 1790
页数:16
相关论文
共 12 条
  • [1] CAVES RG, 1991, 1991 P INT GEOS REM
  • [2] DOMIK G, 1987, 1987 P INT GEOSC REM
  • [3] Harger R.O., 1970, SYNTHETIC APERTURE R
  • [4] HUG JF, 1986, 1986 P INT GEOSC REM
  • [5] Leberl, 1990, RADARGRAMMETRIC IMAG
  • [6] NEW APPROACHES IN INTERFEROMETRIC SAR DATA-PROCESSING
    LIN, Q
    VESECKY, JF
    ZEBKER, HA
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1992, 30 (03): : 560 - 567
  • [7] LIN Q, 1991, 1991 P INT GEOSC REM, P2173
  • [8] NARAGHI M, 1983, PHOTOGRAMM ENG REM S, V49, P195
  • [9] LIMITS TO THE RESOLUTION OF ELEVATION MAPS FROM STEREO SAR IMAGES
    PRATI, C
    ROCCA, F
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 1990, 11 (12) : 2215 - 2235
  • [10] SEISMIC MIGRATION FOR SAR FOCUSING - INTERFEROMETRIC APPLICATIONS
    PRATI, C
    ROCCA, F
    GUARNIERI, AM
    DAMONTI, E
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1990, 28 (04): : 627 - 640