Título :	New near-mine prospecting approach using multivariate analysis and reflectance spectroscopy to define surface footprint: A case study of the Pequizão Gold Deposit, Crixás Greenstone Belt, Central Brazil
Autor :	Santos, Anderson M. Silva, Adalene Moreira Toledo, Catarina Labouré Bemfica Salles, Rodrigo dos Reis Ducart, Diego Fernando Campos, Luana Machado Borges, Caio César Aguiar Campos, Marcelo Pereira Santos, Bruno Araújo dos
metadata.dc.contributor.affiliation:	Universidade de Brasília, Instituto de Geociências Brownfields exploration (CTOP), AngloGold Ashanti Ltd. Universidade Estadual de Campinas, Instituto de Geociências AngloGold Ashanti Ltd.
Assunto::	Mineração Espectroscopia de reflectância
Fecha de publicación :	9-may-2023
Editorial :	Elsevier
Citación :	SANTOS, Anderson Matias dos et al. New near-mine prospecting approach using multivariate analysis and reflectance spectroscopy to define surface footprint: A case study of the Pequizão Gold Deposit, Crixás Greenstone Belt, Central Brazil. Journal of Geochemical Exploration, [S. l.], v. 250, 2023. DOI: https://doi.org/10.1016/j.gexplo.2023.107243. Disponível em: https://www.sciencedirect.com/science/article/pii/S0375674223000900. Acesso em: 15 fev. 2024.
Abstract:	The Pequizão gold deposit in the Crixás greenstone belt, central Brazil, is structurally-controlled mineralization hosted mainly in carbonaceous phyllite with pervasive hydrothermalized zones and large amounts of disseminated sulfides and gold. Usually, regoliths of Au deposits are either unstudied or understudied in exploration surveys because of lower Au content and the difficulty and complexity of soil profiles. However, such investi gation can be beneficial in brownfield exploration to assess larger areas than drilling. In this work, results of clustering and machine learning of soil geochemistry and reflectance spectroscopy integrated with a multivariate approach to determine soil footprints and to target new deposits in the surface of the Crixás greenstone belt. Reflectance spectroscopy was applied in 939 soil samples and is a valuable tool in mineral exploration for an immediate investigation of mineral assemblage from the target. It was calibrated with X-ray diffraction, geochemical, and multivariate approaches providing consistent vectors toward mineralization, with Pequizão soil samples developing gibbsite and phengitic-white mica as minerals related to mineralized samples. Multi variate analysis reveals that the deposit has a typical orogenic gold deposit chemical signature. Principal components and factor analysis first defined samples derived from carbonaceous phyllite and dolomite as the main ore hosts. The chemical aspects of hydrothermal alteration are As, Ag, Te, Ca, and Mg, with enrichment of Sb, V, Na, Ba, and W and depletion of Zn, Ga, and Pb that, according to ensemble learning, they have significant importance in the detection of gold. Understanding surface footprints of known deposits can be an exploratory guide for finding new soil geochemical halos related to mineralization zones. The research revealed new asso ciations of minerals and chemical elements that can be determined as exploration vectors. It was possible to clarify further the knowledge about the footprint of mineralization in soil. Combining the soil-related methods applied in this study and a broad-coverage spectral approach in soil and drill cores can enhance success in prospecting in brownfield areas and expand to greenfields.
metadata.dc.description.unidade:	Instituto de Geociências (IG)
metadata.dc.description.ppg:	Programa de Pós-Graduação em Geologia
DOI:	https://doi.org/10.1016/j.gexplo.2023.107243
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