logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
E

Emmanuel John M. Carranza

University of the Free State

78H-index
404Paper Count
2.0WCitation Count
Published Papers 153
Publication Date
logo
Integration of drill-core hyperspectral and geochemical data by deep learning to enhance drill-core mineral mapping
errApplied Computing and Geosciences
IF3.2
err2026-06-12
err0
errOAAI
errDzhavhelo Keystone Matimbi; Emmanuel John M. Carranza
errShare
errSave
Multi-Dimensional Convolutional Neural Network Application to Hyperspectral Reflectance Data: A Complementary Tool for Ore Grade Estimation
errApplied Computing and Geosciences
IF3.2
err2026-06-05
err0
errOAAI
errKarabo Mahlapha; Emmanuel John M. Carranza
errShare
errSave
Data Transformation for Geostatistical Simulation of Grades of Correlated Metals in a Complex Deposit
errApplied Computing and Geosciences
IF3.2
err2026-06-01
err0
errOAAI
errTshimangadzo NDOU; Emmanuel John M. CARRANZA
errShare
errSave
Geochemical anomaly delineation utilizing copula-based outlier detection method
errApplied Computing and Geosciences
IF3.2
err2026-02-10
err0
errOAAI
errShahed Shahrestani; Emmanuel John M. Carranza; Ioan Sanislav
errShare
errSave
A Modulated Mineral Prospectivity Mapping of Orogenic Gold Mineralization, Pietersburg Greenstone Belt, South Africa: Exploration Targeting from a Mineral Systems Approach
errNatural Resources Research
IF5
err2025-12-04
err0
PREAI
errLitshedzani Mutele; Emmanuel John M. Carranza
errShare
errSave
Distribution of orebodies and gold grades and their structural controls at the Chaihulanzi gold deposit, NE China: constraints from 3D modeling and fractal analysis
errOre Geology Reviews
IF3.6
err2025-09-24
err0
errOAAI
errKexin Zhao; Lin Yang; Zhao Liu; Zhuang Zhang; Huajian Li; Emmanuel John M. Carranza; Chuan Xu; Dong Xu; Wen Li; Kang Wang
errShare
errSave
Multi-scale 3D modeling by machine learning and numerical simulation for potential magma conduit in the Kalatongke district, Xinjiang, China
errOre Geology Reviews
IF3.6
err2025-09-15
err0
errOAAI
errMeng Gao; Gongwen Wang; Emmanuel John M. Carranza; Kezhang Qin; Leilei Huang
errShare
errSave
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
errNatural Resources Research
IF5
err2025-08-17
err0
PREAI
errZhiqiang Zhang; Wenliang Chen; Emmanuel John M. Carranza; Wei Han; Xinxing Liu; Yingjie Li; Juan Zhang; Feng Li; Ziyang Lu; Yongjun Su; Gongwen Wang
errShare
errSave
Pothole detection and segmentation in the Bushveld Complex using physics-based data augmentation and deep learning
errApplied Computing and Geosciences
IF3.2
err2025-08-09
err0
PREAI
errGlen T. Nwaila; Musa S.D. Manzi; Emmanuel John M. Carranza; Raymond J. Durrheim; Hartwig E. Frimmel
errShare
errSave
Three-dimensional mineral prospectivity mapping using a residual convolutional neural network with lightweight attention mechanisms
errOre Geology Reviews
IF3.6
err2025-07-26
err0
errOAAI
errZhiqiang Zhang; Gongwen Wang; Emmanuel John M. Carranza; Wei Li; Yingjie Li; Li Tang; Xinxing Liu
errShare
errSave
Interpretable machine learning for mineral prospectivity mapping in the Qulong-Jiama district, Tibet, China
errORE GEOLOGY REVIEWS
IF3.6
err2025-07-01
err0
errOAAI
errMou, Nini; Carranza, Emmanuel John M.; Xue, Jianling; Zhang, Shuai; Wang, Gongwen; Song, Hao; Chen, Yuhao; Ren, Xiangning
errShare
errSave
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
errGeothermics
IF3.9
err2025-06-24
err0
PREAI
errnull Suryantini; Emmanuel John M. Carranza; Hendro Wibowo; Agung Prihadi
errShare
errSave
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
errOre Geology Reviews
IF3.6
err2025-06-22
err0
errOAAI
errZelin Wang; Jiajun Liu; Emmanuel John M. Carranza; Rongsen Xue; Degao Zhai; Guoming Weng; Qingqing Zhao; Linwei Wang; Guanzhi Wang; Bin Zhang
errShare
errSave
Multi-stage Au-Sb-W enriched mineralization in the Zhaishang deposit, western Qinling, central China
errCONTRIBUTIONS TO MINERALOGY AND PETROLOGY
IF3.7
err2025-05-07
err0
PREAI
errGuoming Weng; Jiajun Liu; Emmanuel John M. Carranza; Degao Zhai; Fangfang Zhang; Yinhong Wang; Jize Li; Dongxiang Jiang; Biao Sun
errShare
errSave
Geochemical Modelling of Fluid-Rock Interactions in Shallow Buried Carbonate Reservoirs Based on the Water Bath Instrument
errJOURNAL OF EARTH SCIENCE
IF4.7
err2025-04-15
err0
PREAI
errMa, Jiayi; Shen, Anjiang; Xie, Shuyun; She, Min; Tang, Huayun; Carranza, Emmanuel John M.; Zhang, Tianfu
errShare
errSave
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
errOre Geology Reviews
IF3.6
err2025-04-01
err0
errOAAI
errMutele, Litshedzani; Carranza, Emmanuel John M.
errShare
errSave
Uncertainty Quantification of Microblock-Based Resource Models and Sequencing of Sampling
errNATURAL RESOURCES RESEARCH
IF5
err2025-03-28
err0
errOAAI
errNwaila, Glen T.; Carranza, Emmanuel John M.
errShare
errSave
Assessment of trace metal contamination in overbank sediments of the Witbank Coalfield, South Africa
errENVIRONMENTAL EARTH SCIENCES
IF2.8
err2025-03-05
err0
errOAAI
errAbrahams, Jamie-Leigh Robin; Carranza, Emmanuel John Muico
errShare
errSave
Assessment of LUNAR, iForest, LOF, and LSCP methodologies in delineating geochemical anomalies for mineral exploration
errJOURNAL OF GEOCHEMICAL EXPLORATION
IF3.3
err2025-03-01
err0
PREAI
errShahrestani, Shahed; Conoscenti, Christian; Carranza, Emmanuel John M.
errShare
errSave
Fusing satellite imagery and ground geochemical data to map alteration zones for gold exploration in western Nigeria
errEGYPTIAN JOURNAL OF REMOTE SENSING AND SPACE SCIENCES
IF4.1
err2025-03-01
err0
errOAAI
errAlimi, S. A.; Carranza, E. J. M.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
M
M. Santosh
H-index: 128 · Papers: 1.5K
H
Huan Liu
H-index: 103 · Papers: 898
F
Fausto Guzzetti
H-index: 85 · Papers: 454
P
Patrick J. Casey
H-index: 82 · Papers: 347
C
C.J. van Westen
H-index: 72 · Papers: 560
View more