2022
DOI: 10.1016/j.gexplo.2022.106959
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Performance of predictive supervised classification models of trace elements in magnetite for mineral exploration

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Cited by 15 publications
(14 citation statements)
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“…When Cu and Ca are above detection limits, Ca generally has a much higher concentration than Cu. The lack of overlap with VMS mineralisation is in keeping with a re-evaluation of the usefulness of this discrimination diagram by Bédard et al (2022) who showed in a study of magnetite compositions from 33 VMS deposits that 82% of the magnetite compositions fall outside of the VMS field.
Fig.
…”
Section: Discussionsupporting
confidence: 74%
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“…When Cu and Ca are above detection limits, Ca generally has a much higher concentration than Cu. The lack of overlap with VMS mineralisation is in keeping with a re-evaluation of the usefulness of this discrimination diagram by Bédard et al (2022) who showed in a study of magnetite compositions from 33 VMS deposits that 82% of the magnetite compositions fall outside of the VMS field.
Fig.
…”
Section: Discussionsupporting
confidence: 74%
“…Previous studies have been shown that the composition of magnetite can be used to fingerprint ore deposit types and provide insight into processes associated with the formation of VMS deposits (Singoyi et al , 2006; Kamvong et al , 2007; Dupuis and Beaudoin, 2011; Makvandi et al , 2013; 2016a, 2016b; Bédard et al , 2022). Using the composition of magnetite obtained from various VMS, skarn, iron oxide–Cu–Au, and Broken Hill-type Pb–Zn deposits, Singoyi et al (2006) and Kamvong et al (2007) suggested that these deposits can be distinguished on the basis of a plot of Sn/Ga vs .…”
Section: Magnetite In Metamorphosed Massive Sulfide Depositsmentioning
confidence: 99%
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“…Hence the trace-element compositions of magnetite can be used to characterise a particular ore type (e.g. magnetite-bearing ore deposits including Ni–Cu–PGE, banded iron formation (BIF), iron oxide–Cu–Au (IOCG), skarn, porphyry Cu, Fe–REE–Nb, Cu–Au–Fe, iron oxide–apatite, and volcanogenic massive sulfide deposits (VMS)) as has been shown by Dupuis and Beaudoin (2011) and Bédard et al (2022). Of these deposit types, there is a general paucity of trace-element information for minerals from metamorphosed VMS deposits, with magnetite being the exception for which several studies have been undertaken (Singoyi et al , 2006; Kamvong et al , 2007; Dupuis and Beaudoin, 2011; Makvandi et al , 2013; 2016a, 2016b; Maghfouri et al , 2021; Bédard et al , 2022; Sun et al , 2022).…”
Section: Introductionmentioning
confidence: 99%