An integrated mineral system model for the gold deposits of the giant Jiaodong province, eastern China
The giant Jiaodong gold province, with more than 5000 t of proven gold resources, is unique
in that its Mesozoic gold deposits are hosted in a Precambrian basement block. There has …
in that its Mesozoic gold deposits are hosted in a Precambrian basement block. There has …
[HTML][HTML] GIS-based mineral prospectivity mapping using machine learning methods: A case study from Tongling ore district, eastern China
T Sun, F Chen, L Zhong, W Liu, Y Wang - Ore Geology Reviews, 2019 - Elsevier
Predictive modelling of mineral prospectivity using GIS is a valid and progressively more
accepted tool for delineating reproducible mineral exploration targets. In this study, machine …
accepted tool for delineating reproducible mineral exploration targets. In this study, machine …
A holistic model for the origin of orogenic gold deposits and its implications for exploration
The term orogenic gold deposits has been widely accepted, but there has been continuing
debate on their genesis. Early syn-sedimentary or syn-volcanic models and hydrothermal …
debate on their genesis. Early syn-sedimentary or syn-volcanic models and hydrothermal …
Exploration information systems–A proposal for the future use of GIS in mineral exploration targeting
The advent of modern data collection and storage technologies has brought about a huge
increase in data volumes with both traditional and machine learning tools struggling to …
increase in data volumes with both traditional and machine learning tools struggling to …
[HTML][HTML] Ensemble learning models with a Bayesian optimization algorithm for mineral prospectivity mapping
J Yin, N Li - Ore geology reviews, 2022 - Elsevier
Abstract Machine learning algorithms have been widely applied in mineral prospectivity
mapping (MPM). In this study, we implemented ensemble learning of extreme gradient …
mapping (MPM). In this study, we implemented ensemble learning of extreme gradient …
Data analysis methods for prospectivity modelling as applied to mineral exploration targeting: State-of-the-art and outlook
Mineral exploration targeting is a highly complex decision-making task. Two key risk factors,
the quality of exploration data and robustness of the underlying conceptual targeting model …
the quality of exploration data and robustness of the underlying conceptual targeting model …
The mineral system approach applied to magmatic Ni–Cu–PGE sulphide deposits
Abstract Most magmatic Ni–Cu–PGE sulphide deposits occur within long-lived magma
pathways fed by high degree partial melts of the mantle. Holistic mineral-system analysis for …
pathways fed by high degree partial melts of the mantle. Holistic mineral-system analysis for …
Global distribution of sediment-hosted metals controlled by craton edge stability
Sustainable development and the transition to a clean-energy economy drives ever-
increasing demand for base metals, substantially outstripping the discovery rate of new …
increasing demand for base metals, substantially outstripping the discovery rate of new …
The mineral system concept: the key to exploration targeting
TC McCuaig, JMA Hronsky - 2014 - pubs.geoscienceworld.org
To aid conceptual targeting, the past two decades have seen the emergence of the mineral
systems concept, whereby ore deposits are viewed as small-scale expressions of a range of …
systems concept, whereby ore deposits are viewed as small-scale expressions of a range of …
[HTML][HTML] Translating the mineral systems approach into an effective exploration targeting system
TC McCuaig, S Beresford, J Hronsky - Ore Geology Reviews, 2010 - Elsevier
Holistic mineral systems approaches are being increasingly adopted in the study of ore
deposits but application in industry has been suboptimal, because of the lack of a …
deposits but application in industry has been suboptimal, because of the lack of a …