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[HTML][HTML] Mitigating uncertainties in mineral exploration targeting: Majority voting and confidence index approaches in the context of an exploration information system …
Various mineral prospectivity modelling (MPM) approaches are available for targeting
mineral deposits, each method capable of predicting areas of high prospectivity. Given the …
mineral deposits, each method capable of predicting areas of high prospectivity. Given the …
Data-driven mineral prospectivity map** by joint application of unsupervised convolutional auto-encoder network and supervised convolutional neural network
S Zhang, EJM Carranza, H Wei, K ** of mineral prospectivity in terrains hosting few but large mineral deposits
There has been in recent years a trend towards adopting deep neural networks for
addressing earth science problems. Of the various deep neural networks applied to different …
addressing earth science problems. Of the various deep neural networks applied to different …
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 …
Assessing the effects of mineral systems-derived exploration targeting criteria for random Forests-based predictive map** of mineral prospectivity in Ahar-Arasbaran …
M Parsa, A Maghsoudi - Ore Geology Reviews, 2021 - Elsevier
Data-driven mineral prospectivity map** (MPM) with random forests (RF) has been
documented in various brownfield zones hosting known mineral deposits of the type being …
documented in various brownfield zones hosting known mineral deposits of the type being …
FUCOM-MOORA and FUCOM-MOOSRA: new MCDM-based knowledge-driven procedures for mineral potential map** in greenfields
In this study, we present the application of two novel hybrid multiple-criteria decision-making
(MCDM) techniques in the mineral potential map** (MPM), namely FUCOM-MOORA and …
(MCDM) techniques in the mineral potential map** (MPM), namely FUCOM-MOORA and …
Modulating the impacts of stochastic uncertainties linked to deposit locations in data-driven predictive map** of mineral prospectivity
M Parsa, EJM Carranza - Natural Resources Research, 2021 - Springer
The operation of large-scale ore-forming processes triggers the development of neighboring
mineral deposits of the same or related types in a metallogenic province. While these …
mineral deposits of the same or related types in a metallogenic province. While these …
A simulation-based framework for modulating the effects of subjectivity in greenfield mineral prospectivity map** with geochemical and geological data
M Parsa, AB Pour - Journal of Geochemical Exploration, 2021 - Elsevier
Abstract Mineral Prospectivity Map** (MPM) is a multifaceted process relying heavily on
experts' judgments. Notwithstanding the importance of human interpretations and cognitive …
experts' judgments. Notwithstanding the importance of human interpretations and cognitive …
[HTML][HTML] Map** iron oxide Cu-Au (IOCG) mineral potential in Australia using a knowledge-driven mineral systems-based approach
RG Skirrow, J Murr, A Schofield, DL Huston… - Ore Geology …, 2019 - Elsevier
Iron oxide copper-gold (IOCG) deposits are consequences of lithospheric-to deposit-scale
earth processes, and form where there was a coincidence of ore-forming processes in space …
earth processes, and form where there was a coincidence of ore-forming processes in space …