Accuracy assessment of the TanDEM-X 90 Digital Elevation Model for selected floodplain sites

被引:96
|
作者
Hawker, Laurence [1 ]
Neal, Jeffrey [1 ]
Bates, Paul [1 ]
机构
[1] Univ Bristol, Sch Geog Sci, Bristol, Avon, England
基金
英国工程与自然科学研究理事会;
关键词
Digital Elevation Model; TanDEM-X; 90; SRTM; MERIT; Accuracy; Floodplains; SRTM DEM; MASS CHANGES; ASTER GDEM2; RESOLUTION; VALIDATION; GENERATION; ERUPTION; VOLCANO; QUALITY; HEIGHT;
D O I
10.1016/j.rse.2019.111319
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Freely available Global Digital Elevation Models (GDEMs) are essential for many scientific and humanitarian applications. Recently, TanDEM-X 90 has been released with a global coverage at 3?arc sec resolution. Its release is sure to generate keen interest as it provides an alternative to the widely used Shuttle Radar Topography Mission (SRTM) DEM, especially for flood risk management as for low slope floodplains height errors can become particularly significant. Here, we provide a first accuracy assessment of TanDEM-X 90 for selected floodplain sites and compare it to other popular global DEMs - the Shuttle Radar Topography Mission (SRTM) and the error-reduced version of SRTM called Multi-Error-Removed-Improved-Terrain (MERIT) DEM. We characterize vertical height errors by comparing against high resolution LiDAR DEMs for 32 floodplain locations in 6 continents. Results indicate that the average vertical accuracy of TanDEM-X 90 and MERIT are similar and are both a significant improvement on SRTM. We further our analysis by assessing vertical accuracy by landcover, with our results suggesting that TanDEM-X 90 is the most accurate global DEM in all landcover categories tested except short vegetation and tree-covered areas where MERIT is demonstrably more accurate. Lastly, we present the first characterization of the spatial error structure of any TanDEM-X DEM product, and find the spatial error structure is similar to MERIT, with MERIT generally having lower sill values and larger ranges than TanDEM-X 90 and SRTM. Our findings suggest that TanDEM-X 90 has the potential to become the benchmark global DEM in floodplains with careful removal of errors from vegetation, and at this stage should be used alongside MERIT in any flood risk application.
引用
收藏
页数:15
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