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中国农学通报 ›› 2016, Vol. 32 ›› Issue (26): 125-130.doi: 10.11924/j.issn.1000-6850.casb16040145

• 资源 环境 生态 土壤 气象 • 上一篇    下一篇

LPI插值参数对泥石流冲沟DEM构建的影响

岳彦利,罗明良,张 斌,慕 凯   

  1. (西华师范大学国土资源学院,四川南充 637009)
  • 收稿日期:2016-04-22 修回日期:2016-08-30 接受日期:2016-06-20 出版日期:2016-09-21 发布日期:2016-09-21
  • 通讯作者: 罗明良
  • 基金资助:
    国家自然科学基金“余震空间自相关格局研究”(16ZA0168)。

Effects of LPI Interpolation Parameters on Building of Debris Flow Gully DEM

Yue Yanli, Luo Mingliang, Zhang Bin, Mu Kai   

  1. (Land and Resource College, China West Normal University, Nanchong Sichuan 637009)
  • Received:2016-04-22 Revised:2016-08-30 Accepted:2016-06-20 Online:2016-09-21 Published:2016-09-21

摘要: 研究旨在利用局部多项式插值(LPI)对地震造成滑坡而形成的泥石流冲沟进行DEM建模,分析其插值参数对插值精度的影响,并提取最佳插值参数。以彭州市银厂沟谢家店滑坡体泥石流冲沟为例,以平均误差(ME)、中误差(RMSE)、最大正负误差(MPE, MNE)及正负误差百分比(PPE, PNE)作为DEM内插结果的精度评价指标,对不同阶数(P)、核函数[K(x)]、带宽(H)以及搜索扇区类型的DEM插值精度进行比较提取出最佳插值参数。结果表明:在其他参数默认的情况下,P为2时插值精度最高;K(x)为Exponential时拟合精度最高;4种搜索扇区类型的插值结果各项精度指标差异不大;插值试验中H=2为最优选择;所有设定参数的插值结果的正负误差大致都呈对半分布。利用LPI构建谢家店泥石流冲沟DEM结果可以满足大比例尺DEM精度要求,参数PK(x)、H对插值精度影响较大,而搜索扇区类型对插值结果影响较小,插值参数的优选有助于泥石流冲沟地形进行DEM构建。

关键词: 广西壮族自治区, 广西壮族自治区, 褐飞虱, 灾变, 气候背景

Abstract: This study aims to use local polynomial interpolation (LPI) to build DEM model of debris flow gully which is caused by earthquake, analyze the effect of interpolation parameters on interpolation precision, and extract the optimum interpolation parameters. The debris flow gully of Xiejiadian landslide mass in Yinchanggou, Pengzhou City was used as an example, mean error (ME), root mean square error(RMSE), maximum positive error and negative error (MPE and MNE) and the percentage of positive errors and negative errors (PPE and PNE) were used as accuracy evaluation indexes of the interpolated DEM, the accuracy of DEMs that interpolated was analyzed by different powers (P), kernel functions [K(x)], bandwidth (H) and sector types, and the optimum interpolation parameters were contrastively analyzed and extracted. The results showed that with the other parameters being defaulted, the interpolation accuracy was the highest when interpolated with P=2; the imitative accuracy was the best when interpolation K(x) was Exponential; the interpolation accuracy of four different sector types in LPI interpolation process had little difference; the optimum choice of H value was 2 in interpolation; the positive errors and negative errors of all experimental results with various interpolation parameters in LPI were approximately half-and-half distributed. The result of DEM model built by LPI met the accuracy of large scale DEM in Xiejiadian debris flow gully, the parameters of P, K(x) and H had great effect on interpolation accuracy, but sector type had little effect on interpolation result, the optimization of interpolation parameters could contribute to the DEM modeling in debris flow gully terrain.

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