测绘通报 ›› 2017, Vol. 0 ›› Issue (7): 18-22,75.doi: 10.13474/j.cnki.11-2246.2017.0216

• 学术研究 • 上一篇    下一篇

利用TanDEM-X生成DEM的精度评定

杨亚夫, 朱建军, 许兵   

  1. 中南大学地球科学与信息物理学院雷达遥感研究室, 湖南 长沙 410083
  • 收稿日期:2016-10-24 出版日期:2017-07-25 发布日期:2017-08-07
  • 作者简介:杨亚夫(1979-),男,博士生,主要从事InSAR数据处理研究。E-mail:yangyafu@csu.edu.cn
  • 基金资助:
    国家自然科学基金(41474008;41531068);国家863计划(2012AA121301);中南大学中央高校基本科研业务费专项资金(2014zzts205)

Accuracy Assessment of TanDEM-X DEM Generation

YANG Yafu, ZHU Jianjun, XU Bing   

  1. Laboratory of Radar Remote Sensing, School of Geoscience and Info-Physics, Central South University, Changsha 410083, China
  • Received:2016-10-24 Online:2017-07-25 Published:2017-08-07

摘要: 目前,许多学者对TanDEM-X生成DEM开展了一些研究,其研究成果也显示了TanDEM-X生成高精度DEM的可行性。为了验证TanDEM-X/TerraSAR-X干涉生成的DEM能否满足测图要求,需要对其进行精度评价和分析。相对于C波段的ERS、ASAR和L波段的ALOS,X波段的高分辨率TerraSAR影像干涉条纹更密集,解缠更加困难。针对这一问题,本文设计了一种低分辨率SRTM辅助高分辨率的X波段的TerraSAR干涉相位解缠方案,提高了解缠的效率和精度。同时,本文提出了一种基于协方差函数的方法对TDX/TSX DEM进行精度分析和评价。该方法通过对各个距离上的协方差值进行拟合,消除了高程误差异常对InSAR DEM精度评价的影响,可以更加客观真实地反映DEM的精度。实例分析结果表明:采用协方差函数方法来评价DEM的精度是可行的,对于试验研究区域,TDX/TSX干涉生成的DEM总体精度为1.42 m,能够满足1:10 000测图要求,为我国空白地区的测图提供了有利条件。

关键词: TanDEM-X, 数字高程模型, 干涉合成孔径雷达, 相位解缠, 协方差函数

Abstract: At present, many researchers have carried out a series of work about TanDEM-X/TerraSAR-X DEM generation. These research results showed the feasibility to generate high precision TDX/TSX DEM. In order to verify the question of whether TanDEM-X/TerraSAR-X DEM satisfy the requirement of topographic mapping, we need qualitatively and quantitatively analyze the TanDEM-X/TerraSAR-X DEM accuracy. Covariance function method was presented for accuracy analysis of TDX/TSX DEM. Covariance of each distance between pixels with height error was estimated by this method. Then covariance function was acquired by fitting covariance. When distance equal to zero, covariance represents TDX/TSX DEM mean square error (MSE), and covariance function value denoted TDX/TSX DEM estimation of MSE. Covariance function method avoided the effects of gross error on accuracy evaluation. A pair of TDX/TSX SAR images was used to generate high precision DEM by DInSAR technique. The results show that the TDX/TSX DEM accuracy assessed by the covariance function method is feasible, and TDX/TSX DEM accuracy is up to 1.46 m. TDX/TSX DEM can satisfy the requirement of 1:10 000 topographic mapping, and also provide advantageous condition for topographic mapping of void region in China.

Key words: TanDEM-X, DEM, InSAR, phase unwrapping, covariance function

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