A review on the applications of airborne geophysical and remote sensing datasets in epithermal gold mineralisation mapping

M.B. Aminu , K.A.N. Adiat , A.A. Akinlalu , K.O. Olomo , T.O. Owolabi , E.O. Aliyu
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Abstract

This paper reviewed the application of airborne geophysical and remote sensing datasets in the mapping of orogenic gold deposits in different geologic settings around the world by examining more than forty publications in peer-reviewed journals. The paper indicates the role of aeromagnetic, aeroradiometric datasets (airborne geophysical) and LandSat and ASTER datasets (remote sensing) in mapping epithermal orogenic gold deposits. The paper further highlighted the importance of understanding the geologic settings of epithermal gold mineralization in terms of the mineral system before mineral mapping can be done. Case studies drawn from fourteen (14) publications were presented to show the successful mapping of epithermal gold deposits using airborne geophysical and remote sensing datasets. However, the challenges of the methods of mapping as presented in the paper indicated the limitations of the methods in terms of ambiguity in interpretation, especially when a single method is used. Also, the cost of data acquisition and the inability of the exploration methods to estimate the tonnage and grade of the epithermal gold deposits pose a limitation to the use of airborne geophysical and remote sensing datasets in epithermal gold mapping. The paper was able to justify the use of the methods solely for mapping, which essentially is to focus exploration on certain areas, thereby, saving time and money. Further analyses on tonnage estimation can be done by wildcat drilling and geochemical analysis in mapped areas obtained from airborne geophysical and remote sensing datasets. In addition, the paper presented new technologies that are less expensive than conventional airborne geophysical methods that are capable of probing deep into the subsurface with higher resolution and the use of integrated techniques of airborne geophysical and remote sensing datasets to cater for the ambiguity associated with exploration data interpretation. The paper finally highlights ongoing research in the mapping of epithermal gold deposits in the Ife–Ilesa schist belt involving the development of machine learning algorithms to process voluminous datasets to produce a reliable predictive mineral potential map.

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机载地球物理和遥感数据集在热液型金矿成矿测绘中的应用综述
本文通过审查同行评审期刊上发表的四十多篇论文,回顾了机载地球物理和遥感数据集在世界各地不同地质环境下的成岩金矿床测绘中的应用。论文指出了航空磁力、航空辐射测量数据集(航空地球物理)以及 LandSat 和 ASTER 数据集(遥感)在绘制热液成因金矿床图中的作用。论文进一步强调了在进行矿物测绘之前从矿物系统的角度了解热液成矿地质环境的重要性。论文介绍了十四(14)份出版物中的案例研究,展示了利用机载地球物理和遥感数据集成功绘制的热液型金矿床图。然而,论文中介绍的绘图方法所面临的挑战表明,这些方法在解释方面存在局限性,特别是在使用单一方法时,解释模糊不清。此外,数据采集的成本以及勘探方法无法估算热液型金矿的吨位和品位也限制了机载地球物理和遥感数据集在热液型金矿测绘中的使用。该论文证明了仅将这些方法用于测绘的合理性,这主要是为了将勘探重点放在某些区域,从而节省时间和金钱。通过对机载地球物理和遥感数据集获得的测绘区域进行野外钻探和地球化学分析,可对吨位估算进行进一步分析。此外,论文还介绍了比传统机载地球物理方法成本更低的新技术,这些技术能够以更高的分辨率深入地下,并利用机载地球物理和遥感数据集的综合技术来解决与勘探数据解释相关的模糊性问题。论文最后重点介绍了正在进行的伊费-伊莱萨片岩带热液金矿床测绘研究,该研究涉及开发机器学习算法,以处理大量数据集,生成可靠的矿产潜力预测图。
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4.70
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