遥感学报
遙感學報
요감학보
JOURNAL OF REMOTE SENSING
2010年
1期
80-89
,共10页
陈传法%岳天祥%杜正平%卢毅敏
陳傳法%嶽天祥%杜正平%盧毅敏
진전법%악천상%두정평%로의민
曲面建模%插值%DEM%误差分析
麯麵建模%插值%DEM%誤差分析
곡면건모%삽치%DEM%오차분석
surface modeling%interpolation%DEM%error analysis
引入地形表达误差(terrain representation error,Etr),选择标准曲面和甘肃省董忐塬地区作为研究对象,利用窗口分析法实现Etr的提取;用统计分析法得出Etr随网格分辨率变化的回归方程:根据误差传播定律计算DEM中误差.数值结果表明,该方法能更准确的计算HASM生成的DEM精度;相同的采样数下,HASM较传统方法(IDW,Spline和Kriging)能生成更高精度和分辨率的DEM.在难以获取已知数据的地区,HASM提供了生成相对准确DEM的高效工具.
引入地形錶達誤差(terrain representation error,Etr),選擇標準麯麵和甘肅省董忐塬地區作為研究對象,利用窗口分析法實現Etr的提取;用統計分析法得齣Etr隨網格分辨率變化的迴歸方程:根據誤差傳播定律計算DEM中誤差.數值結果錶明,該方法能更準確的計算HASM生成的DEM精度;相同的採樣數下,HASM較傳統方法(IDW,Spline和Kriging)能生成更高精度和分辨率的DEM.在難以穫取已知數據的地區,HASM提供瞭生成相對準確DEM的高效工具.
인입지형표체오차(terrain representation error,Etr),선택표준곡면화감숙성동탐원지구작위연구대상,이용창구분석법실현Etr적제취;용통계분석법득출Etr수망격분변솔변화적회귀방정:근거오차전파정률계산DEM중오차.수치결과표명,해방법능경준학적계산HASM생성적DEM정도;상동적채양수하,HASM교전통방법(IDW,Spline화Kriging)능생성경고정도화분변솔적DEM.재난이획취이지수거적지구,HASM제공료생성상대준학DEM적고효공구.
In former researches, High Accuracy Surface Modelling (HASM) constructed based on the fundamental theory of surface is more accurate than the classical methods in DEM construction. In order to give HASM a full evaluation, this paper introduced terrain representation error (Etr), which was calculated by multi-resolution comparative analysis. Terrain representa-tion model was built, which was regressed against resolution. The total DEM simulation error containing interpolation RMSE, Etr, etc., is calculated in terms of error propagation theory. Canonical surface and Dong-Zhi-Yuan in Gansu province of China were selected to validate the efficiency of our methods. The results showed that the method presented in this paper can give a full evaluation of DEM error. HASM can construct more accurate and higher resolution DEM than the classical methods.