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 …
Artificial intelligence for mineral exploration: A review and perspectives on future directions from data science
The massive accumulation of available multi-modal mineral exploration data for most
metallogenic belts worldwide provides abundant information for the discovery of mineral …
metallogenic belts worldwide provides abundant information for the discovery of mineral …
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 …
Translation of the function of hydrothermal mineralization-related focused fluid flux into a mappable exploration criterion for mineral exploration targeting
Formation of hydrothermal mineralization is related to the late stages of, or immediate
following, orogenic compressional regimes that have been superimposed on arc …
following, orogenic compressional regimes that have been superimposed on arc …
Mineral system analysis: Quo vadis
SG Hagemann, VA Lisitsin, DL Huston - Ore Geology Reviews, 2016 - Elsevier
The concept of a mineral system was first formally introduced in 1994, two decades after the
analogous petroleum system concept had been developed. Mineral systems involve:(1) …
analogous petroleum system concept had been developed. Mineral systems involve:(1) …
Quantifying uncertainties linked to the diversity of mathematical frameworks in knowledge-driven mineral prospectivity map**
Abstract Knowledge-driven mineral prospectivity map** (MPM) has been practiced with
diverse algorithms for combining GIS-based predictor layers (ie, exploration targeting …
diverse algorithms for combining GIS-based predictor layers (ie, exploration targeting …
Combining numerical modeling and machine learning to predict mineral prospectivity: A case study from the Fankou Pb–Zn deposit, southern China
F ** using deep self-attention model
Multi-source data integration for mineral prospectivity map** (MPM) is an effective
approach for reducing uncertainty and improving MPM accuracy. Multi-source data (eg …
approach for reducing uncertainty and improving MPM accuracy. Multi-source data (eg …
[HTML][HTML] Overcoming survival bias in targeting mineral deposits of the future: Towards null and negative tests of the exploration search space, accounting for lack of …
Broad consensus exists amongst mineral explorers that most outcrop** mineral deposits
have been found. The next generation of discoveries will rely on our ability to recognize the …
have been found. The next generation of discoveries will rely on our ability to recognize the …