TanDEM-X PolarDEM 90 m of Antarctica: generation and error characterization

被引:22
作者
Wessel, Birgit [1 ]
Huber, Martin [1 ]
Wohlfart, Christian [1 ,3 ]
Bertram, Adina [1 ]
Osterkamp, Nicole [2 ]
Marschalk, Ursula [1 ]
Gruber, Astrid [1 ,4 ]
Reuss, Felix [2 ,5 ]
Abdullahi, Sahra [1 ]
Georg, Isabel [2 ]
Roth, Achim [1 ]
机构
[1] German Aerosp Ctr DLR, German Remote Sensing Data Ctr, Oberpfaffenhofen, Germany
[2] Co Remote Sensing & Environm Res SLU, Munich, Germany
[3] Roche Diagnost GmbH, Data Off, Penzberg, Germany
[4] Stemmer Imaging, Puchheim, Germany
[5] TU Wien, Dept Geodesy & Geoinformat, Vienna, Austria
关键词
REFERENCE ELEVATION MODEL; ACCURACY ASSESSMENT; EAST ANTARCTICA; DEM; GREENLAND; PENETRATION; SURFACE; RADAR; ALTIMETRY; AREAS;
D O I
10.5194/tc-15-5241-2021
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
We present the generation and validation of an updated version of the TanDEM-X digital elevation model (DEM) of Antarctica: the TanDEM-X PolarDEM 90 m of Antarctica. Improvements compared to the global TanDEM-X DEM version comprise filling gaps with newer bistatic synthetic aperture radar (SAR) acquisitions of the TerraSAR-X and TanDEM-X satellites, interpolation of smaller voids, smoothing of noisy areas, and replacement of frozen or open sea areas with geoid undulations. For the latter, a new semi-automatic editing approach allowed for the delineation of the coastline from DEM and amplitude data. Finally, the DEM was transformed into the cartographic Antarctic Polar Stereographic projection with a homogeneous metric spacing in northing and easting of 90 m. As X-band SAR penetrates the snow and ice pack by several meters, a new concept for absolute height adjustment was set up that relies on areas with stable penetration conditions and on ICESat (Ice, Cloud, and land Elevation Satellite) elevations. After DEM generation and editing, a sophisticated height error characterization of the whole Antarctic continent with ICESat data was carried out, and a validation over blue ice achieved a mean vertical height error of just -0.3 m +/-( )2.5 m standard deviation. The filled and edited Antarctic TanDEM-X PolarDEM 90 m is outstanding due to its accuracy, homogeneity, and coverage completeness. It is freely available for scientific purposes and provides a high-resolution data set as basis for polar research, such as ice velocity, mass balance estimation, or orthorectification.
引用
收藏
页码:5241 / 5260
页数:20
相关论文
共 59 条
[1]   Estimating Penetration-Related X-Band InSAR Elevation Bias: A Study over the Greenland Ice Sheet [J].
Abdullahi, Sahra ;
Wessel, Birgit ;
Huber, Martin ;
Wendleder, Anna ;
Roth, Achim ;
Kuenzer, Claudia .
REMOTE SENSING, 2019, 11 (24)
[2]  
[Anonymous], **DATA OBJECT**, DOI 10.5067/ICESAT/GLAS/DATA227
[4]   Precision and accuracy of satellite radar and laser altimeter data over the continental ice sheets [J].
Brenner, Anita C. ;
DiMarzio, John R. ;
Zwally, H. Jay .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2007, 45 (02) :321-331
[5]   Elevation Changes Inferred From TanDEM-X Data Over the Mont-Blanc Area: Impact of the X-Band Interferometric Bias [J].
Dehecq, Amaury ;
Millan, Romain ;
Berthier, Etienne ;
Gourmelen, Noel ;
Trouve, Emmanuel ;
Vionnet, Vincent .
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 9 (08) :3870-3882
[6]   High-resolution topography of the Antarctic Peninsula combining the TanDEM-X DEM and Reference Elevation Model of Antarctica (REMA) mosaic [J].
Dong, Yuting ;
Zhao, Ji ;
Floricioiu, Dana ;
Krieger, Lukas ;
Fritz, Thomas ;
Eineder, Michael .
CRYOSPHERE, 2021, 15 (09) :4421-4443
[7]  
EGM2008 Development Team, 2012, EGM2008 2 5 MIN INT
[8]   Modeling and Compensation of the Penetration Bias in InSAR DEMs of Ice Sheets at Different Frequencies [J].
Fischer, Georg ;
Papathanassiou, Konstantinos P. ;
Hajnsek, Irena .
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2020, 13 (13) :2698-2707
[9]   THE RECOVERY ICE STREAM: SYNERGY OF SATELLITE AND AIRBORNE REMOTE SENSING FOR FLOW DYNAMICS [J].
Floricioiu, Dana ;
Jaber, Wael Abdel ;
Baessler, Michael ;
Helm, Veit ;
Jezek, Kenneth .
2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2016, :7098-7100
[10]   Greenland and Antarctica Ice Sheet Mass Changes and Effects on Global Sea Level [J].
Forsberg, Rene ;
Sorensen, Louise ;
Simonsen, Sebastian .
SURVEYS IN GEOPHYSICS, 2017, 38 (01) :89-104