Artificial intelligence for mineral exploration: A review and perspectives on future directions from data science

F Yang, R Zuo, OP Kreuzer - Earth-Science Reviews, 2024 - Elsevier
The massive accumulation of available multi-modal mineral exploration data for most
metallogenic belts worldwide provides abundant information for the discovery of mineral …

[HTML][HTML] Trace element systematics of pyrite from submarine hydrothermal vents

M Keith, F Häckel, KM Haase… - Ore Geology …, 2016 - Elsevier
Submarine hydrothermal sulfide ores occur at mid-ocean ridges, intra-oceanic arcs and in
back-arc basins associated with host rocks of highly variable composition. Pyrite is the …

[HTML][HTML] Discrimination of Pb-Zn deposit types using sphalerite geochemistry: New insights from machine learning algorithm

XM Li, YX Zhang, ZK Li, XF Zhao, RG Zuo, F Xiao… - Geoscience …, 2023 - Elsevier
Due to the combined influences such as ore-forming temperature, fluid and metal sources,
sphalerite tends to incorporate diverse contents of trace elements during the formation of …

Distribution and solubility limits of trace elements in hydrothermal black smoker sulfides: An in-situ LA-ICP-MS study

CC Wohlgemuth-Ueberwasser, F Viljoen… - … et Cosmochimica Acta, 2015 - Elsevier
The key for understanding the trace metal inventory of currently explored VHMS deposits
lies in the understanding of trace element distribution during the formation of these deposits …

Chimneys in Paleozoic massive sulfide mounds of the Urals VMS deposits: Mineral and trace element comparison with modern black, grey, white and clear smokers

VV Maslennikov, SP Maslennikova, RR Large… - Ore Geology …, 2017 - Elsevier
In the Urals, a wide range of well-preserved chimneys are found in VMS deposits, which are
associated with ultramafic (Atlantic type: Dergamysh), mafic (Cyprus type: Buribay), bimodal …

Systematic variations of trace element and sulfur isotope compositions in pyrite with stratigraphic depth in the Skouriotissa volcanic-hosted massive sulfide deposit …

M Keith, KM Haase, R Klemd, S Krumm, H Strauss - Chemical Geology, 2016 - Elsevier
The Troodos ophiolite represents one of the best-preserved fossil analogs of modern
oceanic crust and includes numerous volcanic-hosted massive sulfide deposits. The …

Trace element geochemistry of sphalerite and chalcopyrite in arc-hosted VMS deposits

L Torró, D Benites, J Vallance, O Laurent… - Journal of Geochemical …, 2022 - Elsevier
Trace element compositions of sphalerite and chalcopyrite have been investigated for four
arc-hosted Cretaceous VMS deposits (María Teresa, Perubar, and Palma in Peru, and Cerro …

Effects of fluid boiling on Au and volatile element enrichment in submarine arc-related hydrothermal systems

JJ Falkenberg, M Keith, KM Haase, W Bach… - … et Cosmochimica Acta, 2021 - Elsevier
Abstract Shallow (< 1500 mbsl) submarine arc-related hydrothermal systems can host base
(Cu), precious (Au) and volatile elements (As, Se, Sb, Te, Tl) in significant quantities. Their …

Mineralogy and trace element geochemistry of sulfide minerals from the Wocan Hydrothermal Field on the slow-spreading Carlsberg Ridge, Indian Ocean

Y Wang, X Han, S Petersen, M Frische, Z Qiu, H Li… - Ore Geology …, 2017 - Elsevier
Abstract The basalt-hosted Wocan Hydrothermal Field (WHF), located on the NW slope of an
axial volcanic ridge at a depth of∼ 3000 m at 6° 22′ N on the slow-spreading Carlsberg …

[HTML][HTML] LA-ICP-MS trace element geochemistry of sphalerite: Metallogenic constraints on the Qingshuitang Pb–Zn deposit in the Qinhang Ore Belt, South China

S Liu, Y Zhang, G Ai, X Xue, H Li, SA Shah, N Wang… - Ore Geology …, 2022 - Elsevier
Many hydrothermal vein-type Pb–Zn deposits were discovered in the Qinhang Ore Belt
(South China), but their origin remains enigmatic due to the lack of constraints on the ore …