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Landcover-Dependent Assessment of the Relative Height Accuracy in TanDEM-X DEM Products

机译:TanDEM-X DEM产品相对高度精度的土地依赖评估

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摘要

Digital elevation models (DEMs) are extensively used for a variety of scientific and commercial applications. For the global TanDEM-X DEM, one of the main performance parameters is the relative height accuracy, which is specified to be under 2 m for flat terrain. Land cover types where the radar signal penetrates into a volume, as forest and ice, are excluded from this specification. Knowing the accuracy of the DEM for a specific land cover type is essential for applications relying on it, such as navigation applications, gradient and aspect estimations, and others. This letter is meant to be as add-on the global relative analysis presented in[1]. Here, we present a characterization of the relative height accuracy based on the interferometric coherence assessing the performance for every class defined by the CCI Land Cover Maps at a continental and global basis. This characterization raises the awareness of the advantages and limitations of the DEM for each specific application and helps scientists using the TanDEM-X DEM to interpret their results. In addition, an estimation of the relative height accuracy for acquisitions where volume decorrelation is present is locally performed using the high-frequency component of repeat-pass DEMs differences. For two particular land cover types, both methods are compared. The main source of errors in the DEM generation is clearly associated with strong inhomogeneous signal returns, becoming a driving factor on the actual accuracy of the estimated mean phase center height.
机译:数字高程模型(DEM)广泛用于各种科学和商业应用。对于全局TanDEM-X DEM,主要性能参数之一是相对高度精度,在平坦地形上,相对高度精度指定为2 m以下。本规范不包括雷达信号穿透到森林和冰层中的土地覆盖类型。对于特定的土地覆盖类型,了解DEM的准确性对于依赖该DEM的应用程序至关重要,例如导航应用程序,坡度和坡度估算等。这封信是作为在 n [1] n。在这里,我们介绍了基于干涉相干性的相对高度精度的表征,该相干性相干性评估了CCI土地覆盖图在大陆和全球范围内定义的每个类别的性能。这种表征提高了人们对每种特定应用的DEM优点和局限性的认识,并帮助科学家使用TanDEM-X DEM解释其结果。此外,使用重复通过DEM差异的高频分量,可以局部估计存在体积解相关的采集的相对高度精度。对于两种特定的土地覆盖类型,将两种方法进行比较。显然,DEM生成中的错误的主要来源与强烈的不均匀信号返回有关,这成为估计的平均相位中心高度的实际精度的驱动因素。

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