New error-checking method reveals hidden risks in mineral exploration calculations
Researchers have identified a critical blind spot in the mathematical models mining companies use to locate ore deposits. The new PROMACE method quantifies previously invisible uncertainties in mass change calculations—finding errors can reach ±11% for some measurements—potentially steering exploration away from viable deposits or toward barren ground.
Originaltitel: PROMACE: Propagated mass change error – Assessing hydrothermal alteration at the Rävliden North VMS deposit, Skellefte district, Sweden
<p>Mass change calculations are widely used for vectoring toward mineral deposits, but the method faces several recognised limitations, including sampling and analytical errors, uncertainty in determining precursor compositions, the robustness of derived alteration lines, and uncertainty in choosing least-altered rocks. However, no satisfactory method for quantifying the combined effect of these uncertainties exists. We propose the Propagated Mass Change Error (PROMACE) method and test it on the Rävliden North VMS deposit in the Skellefte district, northern Sweden. It is found that large mass gains are correlated with larger propagated errors due to dilution of the incompatible immobile monitor element, Zr in this study, and a lower threshold of 0.01 wt% Zr is recommended. Consequently, magmatic fractionation also affects the propagated errors, with larger uncertainties for andesite than rhyolite. The propagated error for median mass changes of five major oxides was found on average to be ±1.1 wt%. The exception was the median ΔSiO2 values that had propagated errors of on average ±11.1 wt%. In general, we recommend that the mass change should be double the propagated error to be regarded as significant. Ultimately, the PROMACE method offers a way of evaluating mass change results and defining significance thresholds leading to more robust interpretations of alteration patterns for ore vectoring.</p>