Quality assessment of first TanDEM-X DEMs for different terrain types
نویسندگان
چکیده
The main product of the TanDEM-X mission is a global interferometric digital elevation model (DEM) that is finally calibrated due to residual systematic offsets and tilts. For the final DEM product single acquisitions (socalled data takes) are calibrated and merged to tiles of a size of 1°x1°. Finally the globe will mostly be covered with two acquisitions. The quality of the calibration of the data takes and also the accuracy of the final DEM highly depends on the terrain and the vegetation. Therefore, three different test areas where we have to deal with good, medium and difficult terrain conditions will be presented here. 1 DEM Calibration and Mosaicking Concept Within the TanDEM-X mission [1] almost the whole globe has already been measured by the two SAR satellites TerraSAR-X and TanDEM-X, so that the generation of an Intermediate global digital elevation model (IDEM), consisting of the first coverage, can start soon. In the meantime the acquisition of the second coverage, which will ensure the required absolute and relative accuracies of 10 m and 2 m respectively, is going on. Although, calibration of the SAR system and baseline errors is conducted, still smaller systematic errors in the order of few meters remain in the single acquisitions (so-called data takes). The DEM calibration ([2], [3]) estimates these residual height errors according to a functional error model which regards offset and tilts in range and azimuth. This is done by a least-squares adjustment using the elevation of tie-points in overlapping regions of neighbouring interferometric DEMs. The tie-point extraction approach is described in [4]. Prerequisite for the adjustment is the acquisition and assessment of ground control points. The height offset to WGS84 is estimated by introducing absolute height reference data like ICESat data [5]. In the subsequent step of mosaicking, the DEMs are corrected by the estimated height errors and merged to tiles of a size of 1°x1°. In this paper first examples of the calibrated and mosaicked Intermediate TanDEM-X DEM product (IDEM) which is based on one coverage will be validated. This will be carried out by comparing the IDEM to height references like SRTM, ICESat and – if available – high resolution reference DEMs and GPS tracks. Furthermore, the absolute differences between neighbouring acquisitions are computed, which are a good indicator for the relative accuracy. In this paper three test sites with different vegetation and terrain types are presented. In Section 3 a first quality assessment of the Intermediate TanDEM-X DEM is done.
منابع مشابه
Uncertainty Assessment and Weight Map Generation for Efficient Fusion of Tandem-x and Cartosat-1 Dems
Recently, with InSAR data provided by the German TanDEM-X mission, a new global, high-resolution Digital Elevation Model (DEM) has been produced by the German Aerospace Center (DLR) with unprecedented height accuracy. However, due to SAR-inherent sensor specifics, its quality decreases over urban areas, making additional improvement necessary. On the other hand, DEMs derived from optical remote...
متن کاملQUALITY ASSESSMENT OF INTERFEROMETRIC SAR DEMs
A new interferometric SAR (InSAR) procedure for DEM generation was employed to generate different DEMs from ERS SAR image pairs. The procedure was validated comparing the InSAR DEMs with a suited reference DEM. In the first part of the paper the principal features of the procedure are briefly summarised. The second part is focused on the quality assessment of the InSAR DEMs. They cover the same...
متن کاملEigenvector Analysis of Digital Elevation Models in a GIS: Geomorphometry and Quality Control
Digital elevation models (DEMs) cover a wide range of scales, and allow statisticalanalysis of geomorphometric parameters. At global or continental scale, DEMs covering rectangular quadrangles can be considered random samples. Average quadrangle values can be compared at different DEM scales, and for different physiographic provinces. Three independent variables provide valuable descriptions of...
متن کاملEvaluation of DEM generation based on Interferometric SAR using TanDEM-X data in Tokyo
This study is focused on the evaluation of a Digital Elevation Model (DEM) for Tokyo, Japan from data collected by the recently launched TerraSAR add-on for Digital Elevation Measurements (TanDEM-X), satellite of the German Aerospace Center (DLR). The aim of the TanDEM-X mission is to use Interferometric SAR techniques to generate a consistent high resolution global DEM dataset. In order to gen...
متن کاملModeling Slope Uncertainty Derived from Dems*: a Case Study in China Loess Plateau Area
Slope is one of a crucial terrain variables in spatial analysis and land use planning, especially in China Loess Plateau area where suffer from serious soil erosion disasters. DEM based slope extracting method has been widely accepted and applied in practice. However slope accuracy derived per this method usually does not match with their popularity. A quantitative simulation to slope data unce...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2012