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Updated: Sep 15, 2025

Atom Probe Tomography Analysis of Exsolved Mineral Phases
Published on: October 25, 2019
Shale-hosted vanadium occupation in typical silicate mineral structures.
Hu Fang-Yao1,2,3,4, Xue Nan-Nan1,2,3,4, Zhang Yi-Min1,2,3,4
1School of Resources and Environmental Engineering, Wuhan University of Science and Technology Wuhan 430081 Hubei Province China zym126135@126.com.
This study reveals vanadium atoms are most likely within silicate mineral octahedra in shale. Understanding this atomic structure is key to improving vanadium extraction from this critical rare metal resource.
Area of Science:
- Materials Science
- Geochemistry
- Computational Chemistry
Background:
- Vanadium is a critical rare metal with increasing demand and market price.
- Shale-hosted vanadium extraction is strategically and economically important but faces challenges due to complex mineralogy and vanadium distribution.
- Current detection technologies struggle to pinpoint vanadium's precise location and structural influence in shale.
Purpose of the Study:
- To determine the most probable atomic-scale occupancy of vanadium within shale mineral structures.
- To elucidate the impact of structural properties on vanadium release during leaching.
- To provide a foundation for optimizing vanadium extraction from shale.
Main Methods:
- Utilized the first-principles-based density-functional theory (DFT) approach.
- Analyzed energetic and structural perspectives of vanadium's integration into mineral lattices.
- Modeled atomic-scale interactions within shale mineral compositions.
Main Results:
- Vanadium is energetically and structurally favored to occupy octahedra within silicate minerals.
- Specifically identified Mg-O octahedra as a likely site for vanadium incorporation.
- Provided atomic-level insights into vanadium's occurrence in shale.
Conclusions:
- Accurately determined vanadium atom occupancy in shale at an atomic scale.
- Clarified the fundamental nature of vanadium ore in shale formations.
- Identified specific mineral structural targets for enhancing vanadium leaching efficiency.
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