Pemetaan Spasial Kadar Kobal pada Endapan Laterit dengan Metode Ordinary Cokriging dan Inverse Distance Weighting

Hendro Purnomo, Shilvyanora Aprilia Rande, R. Prastowo
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Abstract

Cobalt is a metallic element that can be found in laterite deposits with varying concentration in each lithology zone. Objective of this study was to compare the performance of the ordinary cokriging (OCK) and inverse distance weighting (IDW) in mapping the cobalt content of laterite deposits. Cross variogram analysis used the covariable Ni and Fe, and the selection of the variogram model used the residual sum of square parameter. The IDW interpolation process uses power 1 and 2. The determination of the best method is based on the mean error parameter, and the root mean square error. Meanwhile, to determine the accuracy of the OCK estimation results, the root mean square standardized prediction error is used. The study indicates that the performance of the OCK interpolation is better than IDW, with overestimated predictions. The results of OCK interpolation showed that the distribution of 0.1-0.18% cobalt spread in the northern part and narrowed in the southern part of the study area.
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钴是一种金属元素,可以在红土矿床中发现,在每个岩性带中浓度不同。本研究的目的是比较普通共克里格法(OCK)和逆距离加权法(IDW)在红土矿床钴含量测绘中的性能。交叉变异函数分析采用协变量Ni和Fe,变异函数模型的选择采用参数的残差平方和。IDW插值过程使用幂1和幂2。最佳方法的确定是基于平均误差参数和均方根误差。同时,为了确定OCK估计结果的准确性,使用均方根标准化预测误差。研究表明,OCK插值法的预测值高于IDW插值法。OCK插值结果表明,0.1 ~ 0.18%的钴分布在研究区北部扩展,南部变窄。
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