| Literature DB >> 33782481 |
Katalin Bodor1,2,3, Zsolt Bodor1, Alexandru Szép4, Róbert Szép5,6,7.
Abstract
The present study aims to analyze the temporal variations of PM10 and to assess the health risk indexes caused by trace elements from particulate matter (PM10) via inhalation, ingestion, and dermal absorption by adults and children in Copșa Mică (Romania) during 2009-2019. The results revealed a high multi-annual mean concentration of PM10 and trace elements. The analyzed air pollutants showed a decreasing trend during the studied years, therefore 44.11%, 43.48%, 36.07%, 16.02%, and 15.80% lower values were observed for As, Cd, Ni, PM10, and Pb, respectively, due to environmental regulations. The daily exceedance percentage of Pb and Cd was very high, representing 21.74% and 11.26%, followed by PM10 and As concentrations with 4.72% and 3.92%. The ratio between the trace element concentration measured in Copșa Mică and the country average was 2.46, 4.01, 2.44 and 10.52 times higher for As, Cd, Ni and Pb. The calculated Hazard Quotient values via inhalation were higher than the safe limit (1), which accounted 1.81, 3.89 and 4.52, for As, Cd and Ni, respectively, indicating that the trace elements might present a non-carcinogenic risk to both adults and children. Furthermore, the concentration of all studied trace elements in Copșa Mică showed cancer risk for adults via inhalation and dermal absorption as well.Entities:
Year: 2021 PMID: 33782481 PMCID: PMC8007619 DOI: 10.1038/s41598-021-86488-5
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Descriptive statistics of daily pollutants data and meteorological parameters in Copșa Mică.
| Ref. | Mean | N | Min | 25P | Med | 75P | Max | Stdev | CI95% | CV | % Exc | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| As, [ng m−3] | 6.00 | 1.65 | 2272 | 0 | 0.61 | 1.00 | 1.74 | 27.25 | 2.07 | 1.56–1.73 | 1.26 | 3.92 |
| Cd, [ng m−3] | 5.00 | 2.37 | 2300 | 0.02 | 0.65 | 1.54 | 3.13 | 34.52 | 2.79 | 2.25–2.48 | 1.18 | 11.26 |
| Ni, [ng m−3] | 20.0 | 5.50 | 2270 | 0 | 1.44 | 4.09 | 8.99 | 62.68 | 4.82 | 5.31–5.70 | 0.88 | 0.79 |
| Pb, [µg m−3] | 0.50 | 0.32 | 2300 | 0 | 0.09 | 0.22 | 0.45 | 3.09 | 0.31 | 0.30–0.33 | 0.98 | 21.74 |
| PM10, [µg m−3] | 20 | 24.62 | 3049 | 0.24 | 12.72 | 21.8 | 32.7 | 118.1 | 14.87 | 24.09–25.15 | 0.6 | 4.72 |
| Prec, [mm] | – | 7.62 | 4062 | 0 | 0 | 2.2 | 12.8 | 112.2 | 11.78 | 7.26–7.98 | 1.55 | – |
| T, [°C] | – | 11.97 | 3461 | 0 | 4.73 | 11.49 | 19.05 | 28.78 | 7.71 | 11.71–12.23 | 0.64 | – |
| RH, [%] | – | 76.49 | 3461 | 34 | 70 | 77 | 85 | 100 | 11.57 | 76.11–76.88 | 0.15 | – |
Ref.—Annual acceptable limit; Mean—Average; N—Number of samples; Min—Minimum; 25P—25th percentile; Med—Median; 75P—75th percentile; Max—Maximum; Stdev—Standard deviation; CI95%—Confidence interval; CV—Coefficient of variation; % Exc—Percentage of exceedance; Prec—Precipitation quantity (annual); T—Temperature; RH—Relative humidity.
Figure 1Box-plot analysis of multiannual monthly variations of pollutants and meteorological parameters. The lower (green) and upper (purple) limits represent the first (25P) and third (75P) quartiles, means are represented by red crosses, and the ends of the whiskers represent the minimum and the maximum values. The figures were prepared using the Microsoft Excel program.
Figure 2Annual variations in trace element concentrations and particulate matter. The figures were prepared using the Microsoft Excel program.
Trace elements concentration from PM10 (ng m-3) in different regions around the world.
| As | Cd | Ni | Pb | Period | Reference | |
|---|---|---|---|---|---|---|
| (ng m-3) | ||||||
| Romania | 0.67 | 0.59 | 2.25 | 30 | 2009–2018 | Bodor et al. under press |
| Romania, Copșa Mică | 1.65 | 2.37 | 5.5 | 320 | 2009–2019 | This study |
| India, Dhanbad | 8.9 | 6.6 | 29.3 | 85.2 | Sep 2014-Feb 2015 | [ |
| Korea, Taejon | 6.75 | 3.28 | 38.27 | 238 | 1997–1999 | [ |
| Greece, Athens | 5.68 | 2.8 | 12.48 | 47.85 | 2001–2002 | [ |
| USA, Appalachia | 0.84 | 0.18 | 8.67 | 3.61 | Aug-08 | [ |
| Taiwan, Changhua County | 3.39 | 0.7 | 9.84 | 21.2 | 2013–2014 | [ |
| Spain, Escuelas Aguirre | 1.56 | 0.32 | 2.29 | 13.14 | Oct-Nov 2010 | [ |
Figure 3Spearman correlation coefficient matrix. The figure was prepared using R (3.6.2) statistical program.
Figure 4Cluster analysis of trace elements and PM10. The dendrogram was prepared using Minitab 17.3.1 statistical software.
Extraction method: Principal Component Analysis.
| Variable | Factor 1 | Factor 2 |
|---|---|---|
| As | 0.856 | 0.262 |
| Cd | 0.790 | − 0.072 |
| Ni | 0.484 | 0.797 |
| Pb | 0.703 | − 0.347 |
| PM10 | 0.567 | − 0.544 |
| Eigen value | 2.408 | 1.126 |
| % variance | 48.15 | 22.51 |
| Cumulative % variance | 48.15 | 70.66 |
Figure 5Principal Component Analysis Score plot. The figure was prepared using IBM SPSS statistics 22.
Hazard Quotient (HQ) and Cancer risk (CR) from trace elements in PM10 via ingestion, inhalation, and dermal contact for children and adults. HI*—Hazard Index.
| Ingestion | Inhalation | Dermal | |||||
|---|---|---|---|---|---|---|---|
| Children | Adults | Children | Adults | Children | Adults | ||
| HQ | As | 5.02E−05 | 5.38E−06 | 1.81E + 00 | 1.81E + 00 | 4.97E−06 | 9.04E−07 |
| Cd | 2.16E−05 | 2.32E−06 | 3.89E + 00 | 3.89E + 00 | 2.85E−06 | 5.19E−07 | |
| Ni | 4.57E−06 | 4.90E−07 | 4.52E + 00 | 4.52E + 00 | 3.77E−06 | 6.85E−07 | |
| Pb | 8.24E−04 | 8.83E−05 | – | – | 2.72E−05 | 4.94E−06 | |
| HI | 9.00E−04 | 9.65E−05 | 1.02E + 01 | 1.02E + 01 | 3.88E−05 | 7.05E−06 | |
| CR | As | 1.94E−09 | 8.30E−10 | 9.99E−06 | 4.00E−05 | 4.46E−08 | 6.55E−03 |
| Cd | 1.13E−08 | 4.85E−09 | 6.01E−06 | 2.40E−05 | 8.68E−09 | 1.28E−03 | |
| Ni | 7.32E−09 | 3.14E−09 | 2.02E−06 | 8.07E−06 | 5.62E−08 | 8.26E−03 | |
| Pb | 6.92E−08 | 2.97E−08 | 5.34E−06 | 2.14E−05 | 5.31E−07 | 7.81E−02 | |
| HI* | 8.98E−08 | 3.85E−08 | 2.34E−05 | 9.34E−05 | 6.41E−07 | 9.42E−02 | |