4.6 Article

High-accuracy surface modelling and its application to DEM generation

Journal

INTERNATIONAL JOURNAL OF REMOTE SENSING
Volume 31, Issue 8, Pages 2205-2226

Publisher

TAYLOR & FRANCIS LTD
DOI: 10.1080/01431161003668982

Keywords

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Funding

  1. Chinese Academy of Science [kzcx2-yw-429, kzcx2-yw-308, KZCX0504]
  2. Ministry of Science and Technology of the People's Republic of China [2006BAC08B04, 2006AA12Z219]
  3. International Cooperation Program for Science and Technology [2006DFB919201]

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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.

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