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Clay mapping in underground potash mines: An initial investigation into the use of corrected intensity terrestrial LiDAR data

机译:地下钾盐矿中的粘土制图:对使用校正后的地面LiDAR数据的初步调查

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This paper presents an initial investigation into using estimated reflectance, derived from raw terrestrial laser scanner intensity data, to model clay content within a potash mine. The mines of interest are located in the Prairie Evaporite Formation about 1 kilometre underground in the province of Saskatchewan, Canada. It is shown that with an appropriate reflectance estimation process it is possible to produce consistent reflectance estimates over different distances and angles for a sylvinite deposit containing interbedded clays. The estimated reflectance values for different distinct regions were compared with assay results. If a linear relationship is assumed then R2 values ranging from 0.48 to 0.90 were observed. The higher R2 values ( above 0.86 ) were for SiO2, MgO, Al2O3, CaO, TiO2 and Fe2O3, which are indicative of increased clay content. This shows that there exists a possibility of using the estimated reflectance from a Riegl VZ-400 (operating at 1550 nm) to map clay mineral content in underground potash mines. More research needs to be conducted to determine if the relationships observed in this study are applicable on a larger regional scale.
机译:本文介绍了使用原始地面激光扫描仪强度数据得出的估计反射率对钾盐矿中粘土含量进行建模的初步研究。感兴趣的矿井位于加拿大萨斯喀彻温省地下约1公里处的草原蒸发岩层中。结果表明,通过适当的反射率估算方法,可以对包含夹层粘土的Sylvinite沉积物在不同距离和角度上产生一致的反射率估算值。将不同区域的估计反射率值与测定结果进行比较。如果假设为线性关系,则观察到的R2值为0.48至0.90。 SiO2,MgO,Al2O3,CaO,TiO2和Fe2O3的R2值较高(高于0.86),表明粘土含量增加。这表明存在使用Riegl VZ-400(在1550 nm下工作)的估计反射率绘制地下钾盐矿中粘土矿物含量的可能性。需要进行更多的研究,以确定本研究中观察到的关系是否适用于更大的区域规模。

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