High-accuracy surface modelling and its application to DEM generation

被引:59
作者
Yue, Tian-Xiang [1 ]
Song, Dun-Jiang [2 ]
Du, Zheng-Ping [1 ]
Wang, Wei [3 ]
机构
[1] Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
[2] Chinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R China
[3] Natl Disaster Reduct Ctr China, Remote Sensing Dept, Beijing 100053, Peoples R China
关键词
MAJOR TERRESTRIAL ECOSYSTEMS; POPULATION-DISTRIBUTION; ERROR; SCENARIOS; FRAMEWORK; CHINA; TIN;
D O I
10.1080/01431161003668982
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
An innovative method, high-accuracy surface modelling (HASM), is presented, which is based on the fundamental theorem of surfaces. The fundamental theorem of surfaces makes sure that a surface is uniquely defined by the first and second fundamental coefficients. Numerical tests of a Gaussian synthetic surface show that the Root Mean Square Error of the HASM method is much less than the ones of classical methods, such as the Triangulated Irregular Network, Spline, Inverse Distance Weight and Kriging methods. The HASM method gives a solution to the error problem that has long troubled generations of digital elevation models. All the methods for surface modelling are used to simulate a Digital Elevation Map (DEM) of Qian-Yan-Zhou Experimental Station for Red Soil and Hilly Land, which has a great topographical variety. Shaded relief maps of the simulated DEMs are developed to represent the terrain relief of Qian-Yan-Zhou Experimental Station, which shows that simulation results of the HASM method are much better than the ones of classical methods.
引用
收藏
页码:2205 / 2226
页数:22
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