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Emmanuel John Carranza

Professor of Economic Geology

University of the Free State

South Africa

Research Interests

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Professors in Geochemistry

Articles (20)

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2026

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2026

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2026

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2023

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2023

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2023

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2023

Collaborators (2)

Yousef Ghorbani

University of Lincoln

UNITED KINGDOM

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Navneet Kumar

Professor

University of Bonn

GERMANY

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Emmanuel John Carranza

Research Interests

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Articles (20)

Integration of drill-core hyperspectral and geochemical data by deep learning to enhance drill-core mineral mapping

Multi-dimensional convolutional neural network application to hyperspectral reflectance data: A complementary tool for ore grade estimation

Suitability of available regional geoscientific data for mapping areas with concealed orogenic gold mineralization using machine and deep learning algorithms in the Amalia–Kraaipan greenstone Belt, South Africa

Data transformation for geostatistical simulation of grades of correlated metals in a complex deposit

Geochemical anomaly delineation utilizing copula-based outlier detection method

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

Prediction of Selenium-Enriched Crop Zones in Xiaoyan Town Using Fuzzy Logic and Machine Learning Approaches

Assessment of trace metal contamination in overbank sediments of the Witbank Coalfield, South Africa

Fusing satellite imagery and ground geochemical data to map alteration zones for gold exploration in western Nigeria

Metallogenic Evolution Related to Mantle Delamination Under Northern Tunisia

Mineralogy of Gold, Tellurides and Sulfides from Lianzigou Gold Deposits in the Xiaoqinling Region, Central China: Implications for Ore-Forming Conditions and Processes

Geochemical Characterization of an AMD-Affected Stream: Detection of Associated Trace Metal Contamination Using Element ‘Dilution Factors’

Statistical analysis of gold production in South Africa using ARIMA, VAR and ARNN modelling techniques: Extrapolating future gold production, Resources–Reserves depletion, and Implication on South Africa's gold exploration

Mineral Assemblages and Ore-Forming Physicochemical Conditions of the La’erma and Qiongmo Au–Se Deposits in the Western Qinling Orogen, Central China

Interpretable Machine Learning for Geochemical Anomaly Delineation in the Yuanbo Nang District, Gansu Province, China

Deriving big geochemical data from high-resolution remote sensing data via machine learning: Application to a tailing storage facility in the Witwatersrand goldfields

Interpretation of Fluoride Groundwater Contamination in Tamnar Area, Raigarh, Chhattisgarh, India

Big geochemical data through remote sensing for dynamic mineral resource monitoring in tailing storage facilities

Trace metal content prediction along an AMD (acid mine drainage)-contaminated stream draining a coal mine using VNIR–SWIR spectroscopy

First-Pass prospectivity mapping for Au–Ag mineralization in Sikhote–Alin Superterrane, Southeast Russia through field sampling, image enhancement on ASTER data, and MaxEnt modeling

Collaborators (2)

Yousef Ghorbani

Navneet Kumar

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