Vertical accuracy of digital elevation model from Shuttle Radar Topographic Mission - a case study

被引:14
作者
Sharma, Arabinda [1 ]
Tiwari, K. N. [1 ]
Bhadoria, P. B. S. [1 ]
机构
[1] Indian Inst Technol, Agr & Food Engn Dept, Kharagpur 721302, W Bengal, India
关键词
SRTM DEM; vertical accuracy; RMSE; terrain attributes; error surface; SRTM; VALIDATION; HEIGHT;
D O I
10.1080/10106040903302931
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Vertical accuracy of the processed Shuttle Radar Topographic Mission (SRTM) digital elevation model (DEM) was evaluated using spot height as well as reference DEM. Terrain dependency of error was also explored in relation to elevation, slope and aspect of the terrain. The positive mean error (6.77 +/- 1.79 m) indicated that the SRTM DEM was slightly underestimating the elevation and this pattern gradually increases towards higher elevation. The observed root mean square error (RMSE) (27.58 +/- 4.22 m) for the region do not fulfill the 16 m RMSE specification of the SRTM mission. High magnitude errors are typical to steep slope (due to overestimation) and in stream valley (due to underestimation). The magnitude of residuals for NW, W and SW facing slope was smaller as compared to their complementary angle. Results also indicated a S and NE components in SRTM DEM because of underestimation and overestimation of elevation, respectively.
引用
收藏
页码:257 / 267
页数:11
相关论文
共 23 条
[1]   Biases of SRTM in high-mountain areas:: Implications for the monitoring of glacier volume changes [J].
Berthier, E ;
Arnaud, Y ;
Vincent, C ;
Rémy, F .
GEOPHYSICAL RESEARCH LETTERS, 2006, 33 (08)
[2]   Assessment of C-band SRTM DEM in a dense equatorial forest zone [J].
Bourgine, B ;
Baghdadi, N .
COMPTES RENDUS GEOSCIENCE, 2005, 337 (14) :1225-1234
[3]   Validation of the shuttle radar topography mission height data [J].
Brown, CG ;
Sarabandi, K ;
Pierce, LE .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2005, 43 (08) :1707-1715
[4]  
*CIAT, 2004, HOL FILL SEAML SRTM
[5]   Analysis and characterization of the vertical accuracy of digital elevation models from the Shuttle Radar Topography Mission [J].
Falorni, G ;
Teles, V ;
Vivoni, ER ;
Bras, RL ;
Amaratunga, KS .
JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE, 2005, 110 (F2)
[6]   Errors of signal processing in digital terrain modelling [J].
Florinsky, IV .
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2002, 16 (05) :475-501
[7]   Accuracy assessment of the processed SRTM-based elevation data by CGIAR using field data from USA and Thailand and its relation to the terrain characteristics [J].
Gorokhovich, Y. ;
Voustianiouk, A. .
REMOTE SENSING OF ENVIRONMENT, 2006, 104 (04) :409-415
[8]   Characterization and quantification of data voids in the shuttle radar iopography mission data [J].
Hall, O ;
Falorni, G ;
Bras, RL .
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2005, 2 (02) :177-181
[9]   Validation of SRTM elevations over vegetated and non-vegetated terrain using medium footprint lidar [J].
Hofton, M ;
Dubayah, R ;
Blair, JB ;
Rabine, D .
PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING, 2006, 72 (03) :279-285
[10]  
Jarvis A., 2006, Hole-filled seamless SRTM data V3