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Kriging Interpolation for Evaluating the Mineral Resources of Cobalt-Rich Crusts on Magellan Seamounts

机译:Kriging插值,用于评估Magellan Seamounts富含钴的外壳矿产资源的插值

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摘要

The evaluation of mineral resources on seamounts by geostatistics faces two key challenges. First, the conventional distance/orientation- and the simple distance-based variogram functions used are ineffective at expressing the spatial self-correlation and continuity of cobalt-rich crust thicknesses on seamounts. Second, the sampling stations used for a single seamount are generally very sparsely distributed because of the high survey costs, which results in an insufficient number of information points for variogram fitting. Here, we present an alternative geostatistical method that uses distance/gradient- and distance/relative-depth-based variograms to process data collected from several neighboring seamounts, allowing the variogram fitting. The application example reported for the Magellan seamounts demonstrates the suitability of the method for evaluating the mineral resources of cobalt-rich crusts. The method could be effective also for the analysis of surface data obtained from mountain slopes on land (e.g., soil).
机译:地统计学矿业资源对海山矿产资源的评价面临两个关键挑战。首先,使用的传统距离/方向和所使用的简单距离的变速仪功能无效地表达了在Seamount上的富含钴的地壳厚度的空间自相关和连续性。其次,由于高调查成本,通常非常稀疏地分布用于单个海山的采样站,这导致变速器仪配合的信息点数量不足。在这里,我们提出了一种替代地质地统计方法,其使用距离/梯度和距离/相对深度的变速函数来处理从几个相邻海山收集的数据,允许变形仪拟合。报告的Magellan Seamounts的应用示例展示了评估富含钴的外壳矿产资源的方法的适用性。该方法还可以有效地用于分析从山地斜坡上获得的地面数据(例如,土壤)。

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