SAR image simulation and analysis of alpine terrain

被引:63
作者
Gelautz, M
Frick, H
Raggam, J
Burgstaller, J
Leberl, F
机构
[1] Graz Tech Univ, Inst Comp Vis & Graph, A-8010 Graz, Austria
[2] Joanneum Res, Inst Digital Image Proc, A-8010 Graz, Austria
关键词
remote sensing; SAR; simulation; layover; shadows; matching;
D O I
10.1016/S0924-2716(97)00028-2
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
We describe the implementation of a so-called object-space algorithm to use a digital elevation model (DEM) and a sensor flight path as input for the production of simulated SAR images. The method aims to achieve a high geometric accuracy and employs a parametric mapping model based on SAR range and Doppler equations. Information about SAR layover and shadow areas is stored in a so-called 'layover and shadow map'. We simulate ERS-1, X-SAR, and JERS-1 images of high-relief terrain, and compare them with corresponding real images. Manual measurements on the ERS-1 image show a simulation accuracy of better than 25 m, if sufficiently accurate sensor parameters are available. A cosine reflectance model delivers a good overall radiometric impression. However, this is being improved where ground truth exists, most notably on glaciers and areas covered with snow. As an application, we discuss the use of the simulated products for geometric rectification and radiometric calibration as a prerequisite for thematic analysis. (C) 1998 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:17 / 38
页数:22
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