9 Jun 2026
Deep Learning and Explainable AI for Critical Mineral Prospectivity Mapping: Multi-target Prediction with Uncertainty QuantificationPublisher siteNatural Resources Research, Geochemistry and Geologic Mapping
Active, last published 2026
In geochemistry and geologic mapping
Benatus Norbert
Mvile
Scholar“Research focused on Geochemistry and Geologic Mapping and adjacent fields.”
The University of Dodoma
Tanzania
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01 · About the work
What I study
enatus Norbert Mvile 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
Benatus's work has been cited 339 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×16Heavy metals in environment×9Hydrocarbon exploration and reservoir analysis×8Geological and Geophysical Studies×6Geological formations and processes×4
04 · Where I am
Affiliations
Affiliation on published researchThe University of Dodoma, TanzaniaDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
10 works12 May 2026
Multivariate Statistics and Machine Learning Techniques as Tools for Exploration Targeting in Parts of the Tanzania Craton: Insights from Stream Sediments GeochemistryPublisher siteEarth Systems and Environment, Geochemistry and Geologic Mapping
21 Feb 20262cites
Compositional data-aware deep learning for geochemical anomaly detection: A Novel framework for mineral prospectivity mappingPublisher sitePhysics and Chemistry of the Earth Parts A/B/C, Geochemistry and Geologic Mapping
28 Dec 2025Open access2cites
Resolving Geogenic and Anthropogenic Sources of Soil Contamination in Central Tanzania Using Probabilistic and Machine Learning ApproachesPublisher siteEconomic and Environmental Geology, Geochemistry and Geologic Mapping
30 Nov 2025
Integrated geophysical and geological assessment of groundwater occurrence in the Dodoma region, central TanzaniaPublisher siteJournal of African Earth Sciences, Geophysical and Geoelectrical Methods
22 Oct 20251cites
Provenance studies of stream sediments based on geochemistry and multivariate statistics: implications for gold exploration in the central part of TanzaniaPublisher siteArabian Journal of Geosciences, Geochemistry and Geologic Mapping
28 Aug 20253cites
A data-intensive framework for evaluating ecological and human health impacts of soil potentially toxic elements (PTEs) in the mining-endemic region of Singida, TanzaniaPublisher siteEnvironmental Geochemistry and Health, Heavy metals in environment
15 Apr 2025Open access5cites
Source apportionment of potentially toxic elements in soils from an urbanising region: Insights from multivariate analysis in Singida, TanzaniaPublisher siteGeosystems and Geoenvironment, Heavy metals in environment
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