1 Jul 2026
FSGA-Net: A Frequency–Spatial Gated Attention Network for Lightweight Aeromagnetic Image Super-ResolutionPublisher siteMathematical Geosciences, Geophysical and Geoelectrical Methods
Active, last published 2026
In geochemistry and geologic mapping
Emmanuel John M.
Carranza
Scholar“Research focused on Geochemistry and Geologic Mapping and adjacent fields.”
University of the Free State
South Africa78
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01 · About the work
What I study
mmanuel John M. Carranza is a researcher working on Geochemistry and Geologic Mapping. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Emmanuel's work has been cited 20,090 times across 3 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Geochemistry and Geologic Mapping×308Geological and Geochemical Analysis×102Soil Geostatistics and Mapping×96Remote-Sensing Image Classification×88Mineral Processing and Grinding×71
04 · Where I am
Affiliations
Affiliation on published researchUniversity of the Free State, South AfricaDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
25 works13 Jun 2026Open access
Integration of drill-core hyperspectral and geochemical data by deep learning to enhance drill-core mineral mappingPublisher siteApplied Computing and Geosciences, Geochemistry and Geologic Mapping
5 Jun 2026Open access
Multi-dimensional convolutional neural network application to hyperspectral reflectance data: A complementary tool for ore grade estimationPublisher siteApplied Computing and Geosciences, Geochemistry and Geologic Mapping
1 Jun 2026Open access
Data transformation for geostatistical simulation of grades of correlated metals in a complex depositPublisher siteApplied Computing and Geosciences, Soil Geostatistics and Mapping
30 Dec 2024Open access
Metallogenic Evolution Related to Mantle Delamination Under Northern TunisiaPublisher siteMinerals, Geological and Geophysical Studies Worldwide
6 Nov 20242cites
Mapping of Gold Prospectivity in the Qingchengzi Pb–Zn–Ag–Au Polymetallic District, China, with Ensemble Learning AlgorithmsPublisher siteNatural Resources Research, Geochemistry and Geologic Mapping
10 Sept 2024Open access1cites
Unraveling the genesis of wolframite mineralization in the West Qinling Belt, China: Evidence from geochronology, geochemistry, and fluid inclusion studyPublisher siteOre Geology Reviews, Geological and Geochemical Analysis
14 Aug 2024Open access9cites
Mineral Reconnaissance Through Scientific Consensus: First National Prospectivity Maps for PGE–Ni–Cu–Cr and Witwatersrand-type Au Deposits in South AfricaPublisher siteNatural Resources Research, Geochemistry and Geologic Mapping
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