Reconstruction and Evaluation of DEMs From Bistatic Tandem-X SAR in Mountainous and Coastal Areas of China

被引:14
作者
Li, Peng [1 ,2 ,3 ]
Li, Zhenhong [4 ,5 ]
Dai, Keren [6 ,7 ]
Al-Husseinawi, Yasir [8 ]
Feng, Wanpeng [9 ,10 ]
Wang, Houjie [11 ,12 ]
机构
[1] Coll Marine Geosci, Inst Estuarine & Coastal Zone, Minist Educ, Key Lab Submarine Geosci & Prospecting Technol, Qingdao 266100, Peoples R China
[2] Qingdao Natl Lab Marine Sci & Technol, Lab Marine Geol, Qingdao 266237, Peoples R China
[3] East China Normal Univ, State Key Lab Estuarine & Coastal Res, Shanghai 200241, Peoples R China
[4] Ocean Univ China, Coll Marine Geosci, Inst Estuarine & Coastal Zone, Qingdao 266100, Peoples R China
[5] Changan Univ, Coll Geol Engn & Geomat, Xian 710054, Shaanxi, Peoples R China
[6] Chengdu Univ Technol, Coll Earth Sci, Chengdu 610059, Sichuan, Peoples R China
[7] Chengdu Univ Technol, State Key Lab Geohazard Prevent & Geoenvironm, Chengdu 610059, Sichuan, Peoples R China
[8] Minist Water Resources, State Comm Survey, Baghdad 734713, Iraq
[9] Sun Yat Sen Univ, Sch Earth Sci & Engn, Guangdong Prov Key Lab Geodynam & Geohazards, Guangzhou 5100275, Guangdong, Peoples R China
[10] Southern Marine Sci & Engn Lab, Zhuhai 519080, Peoples R China
[11] Ocean Univ China, Coll Marine Geosci, Inst Estuarine & Coastal Zone,Minist Educ, Key Lab Submarine Geosci & Prospecting Technol, Qingdao 266237, Shandong, Peoples R China
[12] Qingdao Natl Lab Marine Sci & Technol, Lab Marine Geol, Qingdao 266237, Peoples R China
基金
英国自然环境研究理事会;
关键词
Sea measurements; Global Positioning System; Earth; Synthetic aperture radar; Geology; Area measurement; Vegetation mapping; Coastal area; deformation monitoring; digital elevation model (DEM); GPS measurements; land cover; mountainous area; quality evaluation; robust estimation; synthetic aperture radar interferometry (InSAR); TerraSAR-X add-on for Digital Elevation Measurements (TanDEM-X); DIGITAL ELEVATION MODELS; SEA-LEVEL RISE; 2008 WENCHUAN EARTHQUAKE; SLOW-MOVING LANDSLIDES; 3 GORGES REGION; ACCURACY ASSESSMENT; GLOBAL ASSESSMENT; ASTER GDEM; INSAR; DEFORMATION;
D O I
10.1109/JSTARS.2021.3073782
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
TerraSAR-X add-on for Digital Elevation Measurements (TanDEM-X) mission is designed to generate 3-D images of the Earth as the first bistatic synthetic aperture radar (SAR). However, few quantitative studies of TanDEM-X digital elevation model (DEM) quality validation have been conducted specifically in China. This article presents an iterative method to generate high-resolution TanDEM-X DEMs and assesses the vertical accuracy with high-accuracy GPS observations, 1 arc second global DEMs available [Advanced Land Observing Satellite World 3-D-30 m v2.2, Advanced Spaceborne Thermal Emission and Reflection Radiometer Global Digital Elevation Model (ASTER GDEM) v3, Shuttle Radar Topography Mission (SRTM) v3.1, NASADEM, and X-band SRTM], and TanDEM-X 90 m DEM. The results demonstrate remarkable elevation quality and consistency in coastal areas with root mean square error of 1.7 m and 90% linear error (LE90) of 0.4 m, whereas 3-4 times weaker accuracies in steep mountainous areas. A positive bias of 1-2 m for an overall LE90 measure exists in the dense vegetation and steep-slope mountainous areas. TanDEM-X DEM-based SAR interferometry deformation uncertainty simulation indicates a low or even negligible topographic error contribution of 2-4 mm in mountainous areas and less than 1 mm in coastal areas. It indicates that the TanDEM-X DEM performs better than other global DEMs overall and shows a better elevation consistence with SRTM C-band DEM in the coastal area. As an excellent source of up-to-date information, the TanDEM-X DEM are expected be an advantage for understanding dynamic land use changes and improving identification and delineation of coastal lands, mountainous landslides, and earthquakes disasters.
引用
收藏
页码:5152 / 5170
页数:19
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