Deriving High Spatial-Resolution Coastal Topography From Sub-meter Satellite Stereo Imagery

被引:55
作者
Almeida, Luis Pedro [1 ,2 ]
Almar, Rafael [3 ]
Bergsma, Erwin W. J. [2 ]
Berthier, Etienne [4 ]
Baptista, Paulo [5 ]
Garel, Erwan [6 ]
Dada, Olusegun A. [7 ]
Alves, Bruna [3 ]
机构
[1] Univ Fed Rio Grande IO FURG, Inst Oceanog, BR-96203000 Rio Grande, Brazil
[2] CNES, LEGOS, F-31400 Toulouse, France
[3] IRD, LEGOS, F-31400 Toulouse, France
[4] CNRS, LEGOS, F-31400 Toulouse, France
[5] Univ Aveiro, Ctr Estudos Ambiente & Mar CESAM, Dept Geociencias, Campus Santiago, P-3810193 Aveiro, Portugal
[6] Univ Algarve, Ctr Marine & Environm Res CIMA, P-8005139 Faro, Portugal
[7] Fed Univ Technol Akure, Dept Marine Sci & Technol, Akure 340252, Nigeria
关键词
Pleiades; photogrammetry; LiDAR; RTK-GPS; beach topography; STRUCTURE-FROM-MOTION; UAV; PHOTOGRAMMETRY; LIDAR;
D O I
10.3390/rs11050590
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
High spatial resolution coastal Digital Elevation Models (DEMs) are crucial to assess coastal vulnerability and hazards such as beach erosion, sedimentation, or inundation due to storm surges and sea level rise. This paper explores the possibility to use high spatial-resolution Pleiades (pixel size = 0.7 m) stereoscopic satellite imagery to retrieve a DEM on sandy coastline. A 40-km coastal stretch in the Southwest of France was selected as a pilot-site to compare topographic measurements obtained from Pleiades satellite imagery, Real Time Kinematic GPS (RTK-GPS) and airborne Light Detection and Ranging System (LiDAR). The derived 2-m Pleiades DEM shows an overall good agreement with concurrent methods (RTK-GPS and LiDAR; correlation coefficient of 0.9), with a vertical Root Mean Squared Error (RMS error) that ranges from 0.35 to 0.48 m, after absolute coregistration to the LiDAR dataset. The largest errors (RMS error > 0.5 m) occurred in the steep dune faces, particularly at shadowed areas. This work shows that DEMs derived from sub-meter satellite imagery capture local morphological features (e.g., berm or dune shape) on a sandy beach, over a large spatial domain.
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页数:11
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