谢文强, 龙平, 胡世丽. 基于空间插值算法确定离子型稀土矿体的底板[J]. 有色金属科学与工程, 2023, 14(5): 700-705. DOI: 10.13264/j.cnki.ysjskx.2023.05.013
引用本文: 谢文强, 龙平, 胡世丽. 基于空间插值算法确定离子型稀土矿体的底板[J]. 有色金属科学与工程, 2023, 14(5): 700-705. DOI: 10.13264/j.cnki.ysjskx.2023.05.013
XIE Wenqiang, LONG Ping, HU Shili. Determination of bottom plate of ion-adsorption type rare earth ore body based on spatial interpolation algorithm[J]. Nonferrous Metals Science and Engineering, 2023, 14(5): 700-705. DOI: 10.13264/j.cnki.ysjskx.2023.05.013
Citation: XIE Wenqiang, LONG Ping, HU Shili. Determination of bottom plate of ion-adsorption type rare earth ore body based on spatial interpolation algorithm[J]. Nonferrous Metals Science and Engineering, 2023, 14(5): 700-705. DOI: 10.13264/j.cnki.ysjskx.2023.05.013

基于空间插值算法确定离子型稀土矿体的底板

Determination of bottom plate of ion-adsorption type rare earth ore body based on spatial interpolation algorithm

  • 摘要: 为了确定离子型稀土矿体底板,基于见石勘探孔数据,分别利用反距离权重法、径向基函数插值法、局部多项式法、普通克里金法和经验贝叶斯克里金法5种空间插值算法计算稀土矿体底板。通过随机选取不同数量的检验点进行独立数据集验证,以标准差、平均绝对误差和均方根误差作为评价指标。结果表明:径向基函数插值法的标准差和均方根误差均低于6.1,平均绝对误差低于4.9,插值精度优于其他4种插值方法,能够更准确地确定离子型稀土矿体底板形状。本研究可为离子型稀土矿体的注液、收液工程设计提供有力的技术支持。

     

    Abstract: Based on the data of outcropping exploration holes, this paper used five spatial interpolation algorithms to calculate the bottom plate of the ion-adsorption type rare earth ore body, including the inverse distance weight method, radial basis function interpolation method, local polynomial method, ordinary Kriging method, and empirical Bayesian Kriging method. Independent datasets were verified by randomly selecting different numbers of checkpoints, with standard deviation, mean absolute error and root mean square error as evaluation indicators. The results show that the standard deviation and root mean square error of the radial basis function interpolation method are kept below 6.1, the average absolute error is kept below 4.9, and the interpolation accuracy is better than the other four interpolation methods, which can more accurately determine the bottom plate shape of ion-adsorption type rare earth ore body. This study can provide strong technical support for the design of liquid injection and liquid collection engineering of the ion-adsorption type rare earth ore body.

     

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