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藏北高原区DEM高程与坡度值提取的误差分析
Alternative TitleError Analysis of Elevation and Slope Derived from DEM in Northern Tibet Plateau
刘飞1,2; 范建容1; 郭芬芬1,2; 张怀珍1,2
Corresponding Author范建容
2011-12-15
Source Publication水土保持通报
ISSN1000-288X
Volume31Issue:6Pages:148-151
Abstract

高程是数字高程模型(DEM)的基本信息,坡度是DEM进行地形分析的重要描述性因子之一。选取藏北高原区为研究区域,在实测GPS高程值和实测坡度数据的基础上,对SRTM与ASTER GDEM高程值和提取的坡度进行了误差分析。研究表明:(1)SRTM和ASTER GDEM在采集高程值时误差较小,二者与实测值之间的Pearson相关系数分别为0.975和0.994,中误差(RMSE)为57.381和31.106,精度比率(AR)为2.089和1.976,相对平均误差(R_ME)为1.1%和0.7%;(2)SRTM提取坡度的误差较大,而ASTER GDEM提取的坡度误差较小,二者与实测值之间的Pearson相关系数分别为0.878和0.946,中误差(RMSE)为4.014和2.395,精度比率(AR)为1.238和1.034,相对平均误差(R_ME)为21.5%和5.5%;(3)频率累计坡谱能直观地表现DEM提取坡度的误差大小。

Other Abstract

SRTM and ASTER GDEM are public DEMs(digital elevation models), which are used widely in terrain analysis.Elevation is the base information for DEM, and slope is one of the most important DEM terrain representation factors.Based on the actual measurement data of elevation and slope, we measured the error of the DEM and slope using the methods of correlation analysis, accuracy analysis, slope spectrum analysis and regression analysis in the Northern Tibet Plateau.The results showed as follows:(1) There was some small errors in the elevation data derived from SRTM and GDEM.The Pearson correlation coefficient between elevation data and the actual measurement is 0.975 and 0.994, the root mean square error(RMSE) 57.381 and 31.106, the accuracy ratio(AR) 2.089 and 1.976, and the relative mean error(R_ME) 1.1% and 0.7%.(2) There is more error with the slope data derived from SRTM than from ASTER GDEM.Compared with the actual measurement, their Pearson correlation coefficient is 0.878 and 0.946, the root mean square error(RMSE) 4.014 and 2.395, the accuracy ratio(AR) 1.238 and 1.034, and the relative mean error(R_ME) 21.5% and 5.5%.(3) The slope spectrum is a new way in terrain analysis, and we found that the accumulative frequency slope spectrum can visually indicate errors in slope derived from DEM.

Keyword坡度 误差分析 坡谱 藏北高原区
Indexed ByCSCD ; 北大中文核心
Language中文
CSCD IDCSCD:4409132
Citation statistics
Cited Times:2[CSCD]   [CSCD Record]
Document Type期刊论文
Identifierhttp://ir.imde.ac.cn/handle/131551/18034
Collection数字山地与遥感应用中心
Affiliation1.中国科学院、水利部成都山地灾害与环境研究所
2.中国科学院研究生院
First Author Affilication中国科学院水利部成都山地灾害与环境研究所
Recommended Citation
GB/T 7714
刘飞,范建容,郭芬芬,等. 藏北高原区DEM高程与坡度值提取的误差分析[J]. 水土保持通报,2011,31(6):148-151.
APA 刘飞,范建容,郭芬芬,&张怀珍.(2011).藏北高原区DEM高程与坡度值提取的误差分析.水土保持通报,31(6),148-151.
MLA 刘飞,et al."藏北高原区DEM高程与坡度值提取的误差分析".水土保持通报 31.6(2011):148-151.
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