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As a case study, they presented the primary copper production. Mining and beneficiation are grouped in a single stage. Nuss and Eckelman combined existing datasets and literature data for 63 metals, grouping mining and beneficiation in a single stage. 3.1.2 Group 2 – beneficiation as a stand-alone stage