Problems of Estimating the Resources of Accompanying Elements: A Case Study from the Cu-Ag Rudna Deposit (Legnica-Głogów Copper District, Poland)
As a result of the exploitation of ore deposits, in addition to the main elements, the accompanying elements are also partially recovered. Some of them increase the profitability of exploitation, while others reduce it because they hinder the recovery of the main elements and thus increase the costs...
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Published in | Minerals (Basel) Vol. 11; no. 12; p. 1431 |
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Abstract | As a result of the exploitation of ore deposits, in addition to the main elements, the accompanying elements are also partially recovered. Some of them increase the profitability of exploitation, while others reduce it because they hinder the recovery of the main elements and thus increase the costs of the recovery process. A comprehensive economic calculation to assess the profitability of ore mining depends on an appropriately accurate estimation of the resources of both the main and associated elements. This issue was analyzed with the example of the Cu-Ag Rudna ore deposit (LGCD, Poland). The subject of the assessment was the resources prediction accuracy of the main element (Cu) and four (4) accompanying elements (Co, Ni, Pb, and V) using geostatistical estimation method, in particular the ordinary kriging after the estimation of the relative variograms for describing the spatial variability structures of elements abundance. It was found that the standard kriging errors (deviations) in accompanying elements resources that are scheduled for exploitation within a one-year period in some parts of deposits are drastically greater (2 to 5 times) than the estimation errors of the main element resources. This is due to the sparse sampling pattern for their determinations and/or the high variability (among others nugget effect) of their abundance. In this situation, without additional sampling and a denser sampling pattern, the possibilities of a reliable assessment of the influence of accompanying elements on the economic consequences of exploitation are very limited. |
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AbstractList | As a result of the exploitation of ore deposits, in addition to the main elements, the accompanying elements are also partially recovered. Some of them increase the profitability of exploitation, while others reduce it because they hinder the recovery of the main elements and thus increase the costs of the recovery process. A comprehensive economic calculation to assess the profitability of ore mining depends on an appropriately accurate estimation of the resources of both the main and associated elements. This issue was analyzed with the example of the Cu-Ag Rudna ore deposit (LGCD, Poland). The subject of the assessment was the resources prediction accuracy of the main element (Cu) and four (4) accompanying elements (Co, Ni, Pb, and V) using geostatistical estimation method, in particular the ordinary kriging after the estimation of the relative variograms for describing the spatial variability structures of elements abundance. It was found that the standard kriging errors (deviations) in accompanying elements resources that are scheduled for exploitation within a one-year period in some parts of deposits are drastically greater (2 to 5 times) than the estimation errors of the main element resources. This is due to the sparse sampling pattern for their determinations and/or the high variability (among others nugget effect) of their abundance. In this situation, without additional sampling and a denser sampling pattern, the possibilities of a reliable assessment of the influence of accompanying elements on the economic consequences of exploitation are very limited. |
Author | Wasilewska-Błaszczyk, Monika Kaczmarek, Wojciech Auguścik-Górajek, Justyna Mucha, Jacek |
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Cites_doi | 10.1007/978-1-4020-5717-5 10.1080/17499518.2015.1104363 10.1002/9780470517277 10.1016/j.cageo.2007.05.001 10.1007/BF01077535 10.1017/CBO9780511545993 10.1016/j.csda.2005.05.007 10.1007/BF00375513 10.1051/e3sconf/20160801063 10.1007/s10596-007-9046-x 10.1007/BF01029417 10.1016/j.oregeorev.2020.103915 10.1007/978-1-4020-3610-1 10.1007/BF01031611 10.1023/A:1023326314184 10.1007/BF01033878 10.1007/BF01033232 |
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SubjectTerms | Abundance Accuracy Cobalt Copper Copper ores Economics Errors Estimates Estimation Exploitation Lead Lithology Mineral deposits Mineralization Minerals Mining Profitability Recovery Resources Sampling Sediments Silver Silver mines Spatial variations Statistical methods Stratigraphy |
Title | Problems of Estimating the Resources of Accompanying Elements: A Case Study from the Cu-Ag Rudna Deposit (Legnica-Głogów Copper District, Poland) |
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