Understanding PM-bound trace element solubilities: Controls, anthropogenic and natural sources
Heavy metal pollution in fine particulate matter (PM2.5) is a subject of great concern due to rapid urbanization and industrialization. To evaluate the chemical characteristics and sources of PM2.5-bound trace elements (TEs) in PM2.5, chemical fractions of two-year (2019–2020) key TEs (Al, Si, Ca, F...
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| Published in | Environmental pollution (1987) Vol. 383; p. 126823 |
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| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
England
Elsevier Ltd
15.10.2025
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0269-7491 1873-6424 1873-6424 |
| DOI | 10.1016/j.envpol.2025.126823 |
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| Abstract | Heavy metal pollution in fine particulate matter (PM2.5) is a subject of great concern due to rapid urbanization and industrialization. To evaluate the chemical characteristics and sources of PM2.5-bound trace elements (TEs) in PM2.5, chemical fractions of two-year (2019–2020) key TEs (Al, Si, Ca, Fe, Ti, K, S, P, Mn, Ni, V, Cr, Cu, Zn and Pb) were investigated. A four-step sequential extraction method was adopted to extract and analyse TEs exchangeable, reducible, oxidisable and residual fractions using inductively coupled plasma optical emission spectrometry. Positive Matrix Factorization was applied to the fractional concentrations of individual elements to apportion TE sources in PM2.5. The model resolved factors were identified as i) mineral dust ii) agricultural crop burning residues iii) vehicular emission iv) coal combustion residues, and v) industrial emission. Mobility of elements from geogenic sources increased during 2020 (COVID 19 lockdowns year), likely due to the formation of soluble secondary inorganic species, while mobility of elements from anthropogenic sources decreased. These findings suggest that anthropogenic activities influence not only TE abundance but also their solubility and bioavailability.
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•Trace element (TE) solubility fractions apportioned to five factors using USEPA PMF5.•Solubility of geogenic TEs attributed to secondary inorganic species formation.•Anthropogenic activities drive TE abundance, solubility, and bioavailability.•Soluble TE better reflects health risks than total TE concentrations. |
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| AbstractList | Heavy metal pollution in fine particulate matter (PM2.5) is a subject of great concern due to rapid urbanization and industrialization. To evaluate the chemical characteristics and sources of PM2.5-bound trace elements (TEs) in PM2.5, chemical fractions of two-year (2019–2020) key TEs (Al, Si, Ca, Fe, Ti, K, S, P, Mn, Ni, V, Cr, Cu, Zn and Pb) were investigated. A four-step sequential extraction method was adopted to extract and analyse TEs exchangeable, reducible, oxidisable and residual fractions using inductively coupled plasma optical emission spectrometry. Positive Matrix Factorization was applied to the fractional concentrations of individual elements to apportion TE sources in PM2.5. The model resolved factors were identified as i) mineral dust ii) agricultural crop burning residues iii) vehicular emission iv) coal combustion residues, and v) industrial emission. Mobility of elements from geogenic sources increased during 2020 (COVID 19 lockdowns year), likely due to the formation of soluble secondary inorganic species, while mobility of elements from anthropogenic sources decreased. These findings suggest that anthropogenic activities influence not only TE abundance but also their solubility and bioavailability.
[Display omitted]
•Trace element (TE) solubility fractions apportioned to five factors using USEPA PMF5.•Solubility of geogenic TEs attributed to secondary inorganic species formation.•Anthropogenic activities drive TE abundance, solubility, and bioavailability.•Soluble TE better reflects health risks than total TE concentrations. Heavy metal pollution in fine particulate matter (PM ) is a subject of great concern due to rapid urbanization and industrialization. To evaluate the chemical characteristics and sources of PM -bound trace elements (TEs) in PM chemical fractions of two-year (2019-2020) key TEs (Al, Si, Ca, Fe, Ti, K, S, P, Mn, Ni, V, Cr, Cu, Zn and Pb) were investigated. A four-step sequential extraction method was adopted to extract and analyse TEs exchangeable, reducible, oxidisable and residual fractions using inductively coupled plasma optical emission spectrometry. Positive Matrix Factorization was applied to the fractional concentrations of individual elements to apportion TE sources in PM The model resolved factors were identified as i) mineral dust ii) agricultural crop burning residues iii) vehicular emission iv) coal combustion residues, and v) industrial emission. Mobility of elements from geogenic sources increased during 2020 (COVID 19 lockdowns year), likely due to the formation of soluble secondary inorganic species, while mobility of elements from anthropogenic sources decreased. These findings suggest that anthropogenic activities influence not only TE abundance but also their solubility and bioavailability. Heavy metal pollution in fine particulate matter (PM2.5) is a subject of great concern due to rapid urbanization and industrialization. To evaluate the chemical characteristics and sources of PM2.5-bound trace elements (TEs) in PM2.5, chemical fractions of two-year (2019 - 2020) key TEs (Al, Si, Ca, Fe, Ti, K, S, P, Mn, Ni, V, Cr, Cu, Zn and Pb) were investigated. A four-step sequential extraction method was adopted to extract and analyse TEs exchangeable, reducible, oxidisable and residual fractions using inductively coupled plasma optical emission spectrometry. Positive Matrix Factorization was applied to the fractional concentrations of individual elements to apportion TE sources in PM2.5. The model resolved factors were identified as i) mineral dust ii) agricultural crop burning residues iii) vehicular emission iv) coal combustion residues, and v) industrial emission. Mobility of elements from geogenic sources increased during 2020 (COVID 19 lockdowns year), likely due to the formation of soluble secondary inorganic species, while mobility of elements from anthropogenic sources decreased. These findings suggest that anthropogenic activities influence not only TE abundance but also their solubility and bioavailability.Heavy metal pollution in fine particulate matter (PM2.5) is a subject of great concern due to rapid urbanization and industrialization. To evaluate the chemical characteristics and sources of PM2.5-bound trace elements (TEs) in PM2.5, chemical fractions of two-year (2019 - 2020) key TEs (Al, Si, Ca, Fe, Ti, K, S, P, Mn, Ni, V, Cr, Cu, Zn and Pb) were investigated. A four-step sequential extraction method was adopted to extract and analyse TEs exchangeable, reducible, oxidisable and residual fractions using inductively coupled plasma optical emission spectrometry. Positive Matrix Factorization was applied to the fractional concentrations of individual elements to apportion TE sources in PM2.5. The model resolved factors were identified as i) mineral dust ii) agricultural crop burning residues iii) vehicular emission iv) coal combustion residues, and v) industrial emission. Mobility of elements from geogenic sources increased during 2020 (COVID 19 lockdowns year), likely due to the formation of soluble secondary inorganic species, while mobility of elements from anthropogenic sources decreased. These findings suggest that anthropogenic activities influence not only TE abundance but also their solubility and bioavailability. |
| ArticleNumber | 126823 |
| Author | Haswani, Diksha Sunder Raman, Ramya |
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| Keywords | Central India Fractionated heavy metals PM2.5 Sequential extraction Biogeochemical cycles Bhopal Health risk PM(2.5) |
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| Title | Understanding PM-bound trace element solubilities: Controls, anthropogenic and natural sources |
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