Quantifying the platy morphology of gangue minerals with X-ray diffraction: A talc case study

Understanding the platy morphology of gangue minerals like talc is crucial for improving flotation operation efficiency, which is essential for beneficiation of low-grade copper ores. A practical method for quantifying the platy morphology of talcs using X-ray diffraction patterns is presented. The platy morphologies of talcs from various geological origins were quantified using an XRD morphology index (MI) that considers the aspect ratio as measured by the relative intensities of (004) and (020) Bragg reflections. Comparisons with the XRD preferred orientation (PO) correction, and the inverse aspect ratio (AR) from X-ray micro-computed tomography (micro-CT) and scanning electron microscopy (SEM), were conducted to validate the XRD-determined MI. There was a moderate correlation of 53.1 % between MI and the SEM-determined 2D inverse AR. The inverse AR results of the micro-CT did not correlate with that from the SEM. However, a strong correlation was observed between MI and XRD-determined PO correction and micro-CT-determined 3D inverse AR, with R 2 values of 90.3 % and 97.1 %, respectively. The results indicate that XRD, assuming adequate sample preparation, is a promising, feasible and rapid way to quantify the platy morphology of talc, whereas 2D SEM cannot quantify platiness due to the limitations of 2D projection and analysis of non-spherical particles. • Different talcs contain different amounts of platy particles. • XRD is a useful technique for quantifying the platy morphology of talc. • XRD correlated well with aspect ratio from 3D micro-CT. • 2D SEM cannot be used to determine the aspect ratio of talc. • Correct sample preparation methods are critical for quantifying talc platy morphology.

Authors

Institutions

Publication Details

Journal
Powder Technology
Published
2025-04-29
DOI
https://doi.org/10.1016/j.powtec.2025.121081
Citations
1
Primary Topic
Mineral Processing and Grinding
Type
article
Field-Weighted Citation Impact
0.71

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Quantifying the platy morphology of gangue minerals with X-ray diffraction: A talc case study

Nathan A. S. Webster, Peter J. Scales, Anthony D. Stickland, Shane P. Usher et al.
1 citations
Powder Technology
Mineral Processing and Grinding
0.71
article

Quantifying the platy morphology of gangue minerals with X-ray diffraction: A talc case study

Nathan A. S. Webster, Peter J. Scales, Anthony D. Stickland, Shane P. Usher, Nicholas D. Owen, Elizaveta Forbes, J. Roy Black, A.M. Glenn, Daniel Dodoo
article en
1 citations

Abstract

Understanding the platy morphology of gangue minerals like talc is crucial for improving flotation operation efficiency, which is essential for beneficiation of low-grade copper ores. A practical method for quantifying the platy morphology of talcs using X-ray diffraction patterns is presented. The platy morphologies of talcs from various geological origins were quantified using an XRD morphology index (MI) that considers the aspect ratio as measured by the relative intensities of (004) and (020) Bragg reflections. Comparisons with the XRD preferred orientation (PO) correction, and the inverse aspect ratio (AR) from X-ray micro-computed tomography (micro-CT) and scanning electron microscopy (SEM), were conducted to validate the XRD-determined MI. There was a moderate correlation of 53.1 % between MI and the SEM-determined 2D inverse AR. The inverse AR results of the micro-CT did not correlate with that from the SEM. However, a strong correlation was observed between MI and XRD-determined PO correction and micro-CT-determined 3D inverse AR, with R 2 values of 90.3 % and 97.1 %, respectively. The results indicate that XRD, assuming adequate sample preparation, is a promising, feasible and rapid way to quantify the platy morphology of talc, whereas 2D SEM cannot quantify platiness due to the limitations of 2D projection and analysis of non-spherical particles. • Different talcs contain different amounts of platy particles. • XRD is a useful technique for quantifying the platy morphology of talc. • XRD correlated well with aspect ratio from 3D micro-CT. • 2D SEM cannot be used to determine the aspect ratio of talc. • Correct sample preparation methods are critical for quantifying talc platy morphology.

Powder TechnologyVol. 460
Commonwealth Scientific and Industrial Research Organisation (AU), Queensland Department of Natural Resources, Mines and Energy (AU), The University of Melbourne (AU), ARC Centre of Excellence for Enabling Eco-Efficient Beneficiation of Minerals (AU), Mineral Resources (AU), Australian Resources Research Centre (AU)
University of Melbourne, Australian Research Council
Climate action
Openalex Percentile: Top 33%
Mineral Processing and Grinding
0.71
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.