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MULTI-TEMPORAL DEM MATCHING METHOD WITHOUT CONTROL POINTS IN DEBRIS-FLOW AREA

机译:碎片流域中没有控制点的多临时DEM匹配方法

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Detecting the volume change of loose deposit of rock debris accumulated and debris discharged is one of the methods to study debris flow. The volume can be resulted by overlapping multi-temporal DEM. As traditional method is based on control points, enough matching accuracy will be achieved only if the sufficient corresponding points are available to act as control points. DEM matching without control points provides new alternate approach to complete multi-temporal DEM matching when traditional method fails. Least z-difference (LZD), one of the precise algorithm, deal with two surface only contains random errors. However, multi-temporal DEM of debris flow contains not only the random error, but also non-random error caused by the debris discharged. The effect of E on observation equation is eliminated by giving different Belief Factor (BF) to height difference according to gradient. A test is performed on multi-temporal DEM of debris flow valley located in southwest of China. The experimental results show the RMSE of the method decrease from 4.27m to 1.03 m using BF.
机译:检测岩石碎片松散沉积物的体积变化累积和排出的碎片是研究碎片流动的方法之一。通过重叠多时间DEM,可以产生体积。随着传统方法基于控制点,才能才能实现足够的匹配精度,仅当足够的相应点可用作控制点时才实现。没有控制点的DEM匹配提供了新的替代方法来完成传统方法失败时的多临时DEM匹配。最小z差异(LZD),一种精确的算法之一,处理两个表面仅包含随机错误。然而,碎片流量的多时间DEM不仅包含随机误差,而且含有由碎片引起的非随机误差。根据梯度给出不同的信仰因子(BF),消除了E对观察方程的影响。对位于中国西南部的碎片流量谷的多时间DEM进行了测试。实验结果表明,使用BF的方法的RMSE从4.27米降至1.03μm。

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