Abstract
The mineralogical complexity of mine dust complicates exposure monitoring methods for occupational, respirable hazards. Improved understanding of the variability in respirable dust characteristics, e.g., mineral phase occurrence and composition, is required to advance on-site monitoring techniques that can be applied across diverse mining sectors. Principal components analysis (PCA) models were applied separately to XRD and FTIR datasets collected on 130 respirable dust samples from seven mining commodities to explore similarities and differences among the samples. Findings from both PCA models classified limestone, iron, and granite mine samples via their analytical responses. However, the results also cautioned that respirable samples from these commodities may not always fit patterns observed within the model. For example, one unique sample collected in a limestone mine contained no carbonate minerals. Future predictive quantification models should account for unique samples. Differences between gold and copper mine dust samples were difficult to observe. Further investigation suggested that the key to their differentiation by FTIR may lie in the characterization of clays. The results presented in this study provide foundational information for guiding the development of quantification models for respirable mineral hazards in the mining industry.
Highlights
The scree plot that was used to select the number of principal components and the variance captured by each PC are provided in the appendices (Table A1 and Figure A3)
This study investigated the complexity, in terms mineral phase composition, of respirable dust samples collected in 7 different mining commodities using Fourier transform infrared (FTIR) and X-ray diffraction (XRD) analysis
Most of the samples included in this study contained 5 mineral phases regardless of the mining commodity in which the samples were collected or obtained
Summary
The risk of respiratory diseases associated with the mining profession is well-documented, with a large body of knowledge on the hazardous nature of mineral dusts, the types of lung diseases they cause, and effective measures of exposure monitoring and control. Respiratory hazards encountered in mining include respirable crystalline silica (RCS), aluminosilicates including asbestiform and other elongate mineral particles, respirable coal dust, and diesel particulate matter [1,2]. Of the possible mineral hazards, exposure to RCS continues to be of significant concern and is associated with silicosis [3,4,5,6], chronic obstructive pulmonary disease (COPD) [7], lung cancer [8] and possibly kidney disease [9]
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