Emmanuel John M. Carranza

University of the Free State — South Africa

Computer Science · Physical Sciences

78h-index19.5kcitations403works3.52yr avg
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Research Topics

Geochemistry and Geologic Mapping(300), Geological and Geochemical Analysis(102), Soil Geostatistics and Mapping(91), Remote-Sensing Image Classification(88), Mineral Processing and Grinding(67)

Publications403 total

A Modulated Mineral Prospectivity Mapping of Orogenic Gold Mineralization, Pietersburg Greenstone Belt, South Africa: Exploration Targeting from a Mineral Systems Approach
Natural Resources Research·2025
Distribution of orebodies and gold grades and their structural controls at the Chaihulanzi gold deposit, NE China: constraints from 3D modeling and fractal analysis
Ore Geology Reviews·2025Open Access
Multi-scale 3D modeling by machine learning and numerical simulation for potential magma conduit in the Kalatongke district, Xinjiang, China
Ore Geology Reviews·2025Open Access
Deep Subdomain Adaptation Network for Three-Dimensional Mineral Prospectivity Modeling with Imbalanced Data: A Case Study of the Damiao–Hongshila Fe–V–Ti Belt, China
Natural Resources Research·2025
Pothole detection and segmentation in the Bushveld Complex using physics-based data augmentation and deep learning
Applied Computing and Geosciences·2025Open Access
Predictive modeling of orogenic gold prospectivity in the Wawa area, western Nigeria, using three most commonly-used machine learning algorithms
Journal of African Earth Sciences·2025Open Access
Three-dimensional mineral prospectivity mapping using a residual convolutional neural network with lightweight attention mechanisms
Ore Geology Reviews·2025· 1 citedOpen Access
Geothermal exploration drilling targeting based on GIS spatial analysis of existing well and geophysical data: Case study in the Kamojang geothermal field, West Java, Indonesia
Geothermics·2025· 1 cited
Constraints on the metallogenesis of the Liba gold deposit, West Qinling Orogen, China: Evidence from rutile U–Pb dating, pyrite geochemistry and sulfides in-situ S–Pb isotopes
Ore Geology Reviews·2025Open Access
Interpretable machine learning for mineral prospectivity mapping in the Qulong–Jiama district, Tibet, China
Ore Geology Reviews·2025· 5 citedOpen Access
Multi-stage Au–Sb–W enriched mineralization in the Zhaishang deposit, western Qinling, central China
Contributions to Mineralogy and Petrology·2025· 1 cited
Prediction of Selenium-Enriched Crop Zones in Xiaoyan Town Using Fuzzy Logic and Machine Learning Approaches
Applied Sciences·2025· 3 citedOpen Access
Geochemical constraints on the genesis of Au mineralization at the Wangzhuang deposit, South Qinling, China: Insights from fluid inclusion, trace elements, and H–O–S–Fe–Pb isotopic studies
Ore Geology Reviews·2025· 1 citedOpen Access
Geochemical Modelling of Fluid-Rock Interactions in Shallow Buried Carbonate Reservoirs Based on the Water Bath Instrument
Journal of Earth Science·2025
Uncertainty Quantification of Microblock-Based Resource Models and Sequencing of Sampling
Natural Resources Research·2025· 3 citedOpen Access
Trace Metal Micronutrients in the Extracellular Blood Plasma
Encyclopedia of Inorganic and Bioinorganic Chemistry·2025
Characteristics of ore-forming fluid and sources of ore-forming material in the Yangzhaiyu gold deposit, Xiaoqinling gold district
Ore Geology Reviews·2025Open Access
Assessment of LUNAR, iForest, LOF, and LSCP methodologies in delineating geochemical anomalies for mineral exploration
Journal of Geochemical Exploration·2025· 4 cited
Assessment of trace metal contamination in overbank sediments of the Witbank Coalfield, South Africa
Environmental Earth Sciences·2025· 2 citedOpen Access
Assessment of gold endowment and exploration maturity in selected South African goldfields using Zipf’s law, deposit density regression, and the USGS three-part quantitative mineral resource assessment: Toward sustaining gold production
Ore Geology Reviews·2025· 1 citedOpen Access
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Frequent Co-authors

Martin Hale(9), Mahyar Yousefi(8), Alok Porwal(6), Renguang Zuo(5), F.D. van der Meer(4), Jun Deng(4), Changming Wang(4), F.J.A. van Ruitenbeek(3), C.A. Hecker(3), M. van der Meijde(3), T. Woldai(3), Alice G. Laborte(3), Martin Hale(3), Abolghasem Kamkar‐Rouhani(3), H.M.A. van der Werff(2), M. Noomen(2), J.B. de Smeth(2), Yihui Xiong(2), W.T. Bakker(1), W.H. Bakker(1)