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

被引:91
|
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
相关论文
共 50 条
  • [1] Accuracy assessment of the global TanDEM-X Digital Elevation Model with GPS data
    Wessel, Birgit
    Huber, Martin
    Wohlfart, Christian
    Marschalk, Ursula
    Kosmann, Detlev
    Roth, Achim
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2018, 139 : 171 - 182
  • [2] Accuracy assessment of the global TanDEM-X digital elevation model in a mountain environment
    Gdulova, Katerina
    Maresova, Jana
    Moudry, Vitezslav
    REMOTE SENSING OF ENVIRONMENT, 2020, 241
  • [3] Evaluation of TanDEM-X 90 m Digital Elevation Model
    Altunel, Arif Oguz
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2019, 40 (07) : 2841 - 2854
  • [4] Accuracy Assessment of TanDEM-X 90 m Digital Elevation Model In East of Malaysia Using GNSS/Levelling
    Halim, Siti Mariam Abdul
    Green, Muhammad Faiz Pa'suya
    Narashid, Rohayu Haron
    Din, Ami Hassan Md
    2019 IEEE 10TH CONTROL AND SYSTEM GRADUATE RESEARCH COLLOQUIUM (ICSGRC), 2019, : 88 - 93
  • [5] Evaluation of vertical accuracy of TanDEM-X Digital Elevation Model in Egypt
    Zayed, Abdelaty M. A.
    Saber, Ahmed
    Hamama, Mostafa A.
    Rabah, Mostafa
    Zaki, Ahmed
    EGYPTIAN JOURNAL OF REMOTE SENSING AND SPACE SCIENCES, 2023, 26 (04): : 919 - 936
  • [6] Generation and performance assessment of the global TanDEM-X digital elevation model
    Rizzoli, Paola
    Martone, Michele
    Gonzalez, Carolina
    Wecklich, Christopher
    Tridon, Daniela Borla
    Braeutigam, Benjamin
    Bachmann, Markus
    Schulze, Daniel
    Fritz, Thomas
    Huber, Martin
    Wessel, Birgit
    Krieger, Gerhard
    Zink, Manfred
    Moreira, Alberto
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2017, 132 : 119 - 139
  • [7] QUALITY ASSESSMENT FOR THE FIRST PART OF THE TANDEM-X GLOBAL DIGITAL ELEVATION MODEL
    Braeutigam, B.
    Martone, M.
    Rizzoli, P.
    Gonzalez, C.
    Wecklich, C.
    Tridon, D. Borla
    Bachmann, M.
    Schulze, D.
    Zink, M.
    36TH INTERNATIONAL SYMPOSIUM ON REMOTE SENSING OF ENVIRONMENT, 2015, 47 (W3): : 1137 - 1143
  • [8] Evaluating the Quality and Accuracy of TanDEM-X Digital Elevation Models at Archaeological Sites in the Cilician Plain, Turkey
    Erasmi, Stefan
    Rosenbauer, Ralph
    Buchbach, Ralf
    Busche, Thomas
    Rutishauser, Susanne
    REMOTE SENSING, 2014, 6 (10): : 9475 - 9493
  • [9] The TanDEM-X Digital Elevation Model and Terrestrial Impact Structures
    Gottwald, Manfred
    Kenkmann, Thomas
    Reimold, Wolf
    Fritz, Thomas
    Breit, Helko
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14 : 4128 - 4138
  • [10] The TanDEM-X Digital Elevation Model and Terrestrial Impact Structures
    Gottwald, Manfred
    Kenkmann, Thomas
    Reimold, Wolf Uwe
    Fritz, Thomas
    Breit, Helko
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 14 : 4128 - 4138