数字高程模型(DEM)的整体误差分析

Global Error Analysis of DEM Models

  • 摘要: 对增加了服从正态分布的随机误差的数学曲面上DEM模型的整体误差与地形、内插方法和原始数据的质量之间关系进行研究,得出不同地形、不同的DEM表面模型的整体误差不同,不同的DEM模型在不同地形时对原始格网数据误差的敏感程度不同。

     

    Abstract: The global error of digital elevation model(DEM) comprises the propagation error of grid data and the simulation error of terrain represented by interpolation method.The experimental results show that the differences of different DEMs' global errors reduce gradually with the original data error increased in same terrains,in the end to zero.In different terrains,the DEM's global error is different when the original data error is different even if the interpolation method is the identical.As shown in experiment,the precision of digital elevation model not only relates to sampling intervals and terrain complexity but also relates to interpolation methods and original data errors.Different DEMs have different sensitivity to original data error in different terrains.Hence,we present the way to select appropriate interpolation method.

     

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