| Literature DB >> 31323916 |
Abstract
This study aimed to assess the pollution and potential ecological risk of seven heavy metals (Cd, Cr, Cu, Hg, Ni, Pb, and Zn) in the sewage sludge collected from a wastewater treatment plant (WWTP), located in the most industrialized region of Poland (Silesian Voivodeship). The concentrations of heavy metals were determined using inductively coupled plasma optical spectrometry (ICP-OES) and cold vapor atomic absorption spectrometry (CVAAS). The chemical forms (chemical speciation) of heavy metals were determined using the three-step chemical sequential extraction procedure, developed by the Community Bureau of Reference (BCR). To assess the pollution level and potential ecological risk, the following indices were used: Geoaccumulation Index (Igeo), Potential Ecological Risk Factor (ER), Individual Contamination Factor (ICF), Risk Assessment Code (RAC), and Ecological Risk Factor (ERF)-the author's index. Sludge samples were collected at successive stages of processing. The results revealed that the activated sludge process and sludge thickening have a significant impact on heavy metal distribution, while anaerobic digestion and dehydration decrease their mobility. The most dominant metals in the sludge samples were Zn and Cu. However, the content of heavy metals in sewage sludge did not exceed the permissible standards for agricultural purposes. The concentrations of heavy metals bound to the immobile fractions exhibited higher concentrations, compared to those bound to mobile fractions (except Zn). The values of the total indices indicated that sludge samples were moderately to highly contaminated with Zn, Hg, Cd, Cu, and Pb, of which only Hg, Cd, and Cu posed a potential ecological risk, while according to the speciation indices, sludge samples were moderately to very highly polluted with Zn, Cu, Cd, Cr, and Ni, of which Zn, Ni, and Cd were environmentally hazardous. The obtained results proved that assessment of the pollution level and potential ecological risk of heavy metals in sewage sludge requires knowledge on both their total concentrations and their chemical forms. Such an approach will help prevent secondary pollution of soils with heavy metals, which may influence the reduction of health risks associated with the consumption of plants characterized by a high metal content.Entities:
Keywords: Silesian Voivodeship; chemical sequential extraction; ecological risk assessment; heavy metal pollution; sewage sludge; wastewater treatment plant
Mesh:
Substances:
Year: 2019 PMID: 31323916 PMCID: PMC6651073 DOI: 10.3390/ijerph16132430
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1The maps present the location of study area. Original source files from: https://www.google.pl/maps/@52.0122001,29.5346949,3.17z/data=!5m1!1e4?hl=en; https://www.google.pl/maps/@50.3650717,18.80662,12z/data=!5m1!1e4?hl=enfgg [33,34].
Figure 2Industrial activity in the Silesian Voivodeship. The map presents a fragment of the largest industrial region in Poland (with “Central” wastewater treatment plant (WWTP) in Bytom marked). Original source files from: https://prtr.eea.europa.eu/#/industrialactivity [35].
The operational parameters of the WWTP.
| Parameter | Unit | Value |
|---|---|---|
| Population equivalent (PE) | - | 143,368 |
| Average flow (Q) | m3·d−1 | 19,330 |
| Hydraulic retention time (HRT) of sludge in anaerobic digester | d | 21 |
| Temperature in the anaerobic digester | °C | 36 |
Data for the year 2017 obtained from the “Central” WWTP in Bytom.
Scheme of the Community Bureau of Reference (BCR) sequential extraction procedure [8,19,20].
| Fraction | BCR Procedure | |
|---|---|---|
| F1 | Acid soluble/exchangeable fraction; bound to carbonates (mobile) | Add 20 mL of 0.11 mol·L−1 acetic acid (CH3COOH) to 0.5 g of sludge sample. Shake for 16-h. |
| F2 | Reducible fraction; bound to Mn and Fe oxides (mobile) | Add 20 mL 0.1 mol·L−1 hydroxylamine hydrochloride (NH2OH·HCl; adjusted with HNO3 to pH = 2) to residue from first step of extraction. Shake for 16 h. |
| F3 | Oxidizable fraction; bound to organic matter and sulfides (immobile) | Add 5 mL of 8.8 mol·L−1 hydrogen peroxide (H2O2) and incubate at 85 °C for 1 h (repeat the procedure twice). Afterwards, add 25 mL of 1 mol L−1 ammonium acetate (CH3COONH4; adjusted with HNO3 to pH = 2) to residue from second step of extraction. Shake for 16 h. |
| F4 | Residual fraction (immobile) | Add 5 ml HNO3 and 15 mL HCl to residue from third step of extraction. |
The pollution level and ecological risk criteria for heavy metals.
| Indices | Equation with Description | Category | Description and Abbreviations |
|---|---|---|---|
| Geoaccumulation Index (Igeo) [ | Igeo ≤ 0 | Practically uncontaminated (PUC) | |
| Potential Ecological Risk Factor (ER) [ | ER ≤ 40 | Low risk (LR) | |
| Individual Contamination Factor (ICF) [ | CF ≤ 1 | Low contamination (LC) | |
| Risk Assessment Code (RAC) [ | RAC ≤ 1% | No risk (NR) | |
| Ecological Risk Factor (ERF)—author’s index [This study] | 0 < ERF ≤ 0.4 | Low risk (LR) |
Physicochemical characteristics of sewage sludge.
| Sampling Points | pH | Eh | DM | OM | Moisture |
|---|---|---|---|---|---|
| mV | % | %DM | % | ||
| S1 | 7.4 | −175 | 0.6 | 83.3 | 99.4 |
| S2 | 5.4 | −350 | 6.5 | 78.5 | 97.5 |
| S3 | 7.4 | −188 | 0.9 | 77.8 | 99.1 |
| S4 | 7.1 | −177 | 7.1 | 70.4 | 92.8 |
| S5 | 5.7 | −273 | 5.4 | 75.9 | 94.6 |
| S6 | 6.7 | −343 | 3.4 | 61.8 | 96.6 |
| S7 | 7.4 | −272 | 20.3 | 64.0 | 79.7 |
Total concentrations of heavy metals in sewage sludge.
| Metal | S1 | S2 | S3 | S4 | S5 | S6 | S7 |
|---|---|---|---|---|---|---|---|
| mg·kg−1 | |||||||
|
| 2.7 ± 0.1 | 1.8 ± 0.2 | 3.0 ± 0.2 | 3.1 ± 0.4 | 2.3 ± 0.1 | 4.0 ± 0.2 | 4.1 ± 0.8 |
|
| 57.3 ± 8.7 | 34.9 ± 3.7 | 54.8 ± 6.0 | 62.7 ± 5.9 | 53.4 ± 16.5 | 68.3 ± 2.4 | 67.1 ± 8.8 |
|
| 123.6 ± 13.1 | 104.1 ± 20.2 | 138.3 ± 11.4 | 143.0 ± 26.2 | 117.7 ± 2.4 | 188.9 ± 12.5 | 194.0 ± 45.0 |
|
| 55.0 ± 21.1 | 51.2 ± 18.8 | 62.0 ± 14.8 | 64.1 ± 22.0 | 58.7 ± 22.7 | 98.1 ± 21.0 | 95.2 ± 20.2 |
|
| 123.5 ± 1.3 | 97.6 ± 5.6 | 137.7 ± 12.8 | 141.0 ± 13.6 | 123.7 ± 6.7 | 189.2 ± 6.2 | 187.8 ± 20.4 |
|
| 1429.5 ± 41.8 | 1092.2 ± 63.3 | 1641.0 ± 41.4 | 1558.1 ± 87.0 | 1407.8 ± 80.4 | 1847.1 ± 30.2 | 1851.6 ± 53.2 |
|
| 1.0 ± 2.8 | 0.3 ± 1.3 | 0.7 ± 1.6 | 0.5 ± 4.0 | 1.0 ± 3.5 | 1.1 ± 3.7 | 1.0 ± 1.3 |
|
| 1792.6 | 1382.1 | 2037.5 | 1972.5 | 1764.6 | 2396.7 | 2400.8 |
Results are expressed as the mean ± standard deviation in mg kg−1 of dry matter.
Pearson’s correlation coefficients between heavy metals in sewage sludge.
| Cd | Cr | Cu | Ni | Pb | Zn | Hg | |
|---|---|---|---|---|---|---|---|
| Cd | 1.0000 | ||||||
| Cr |
| 1.0000 | |||||
| Cu |
|
| 1.0000 | ||||
| Ni |
|
|
| 1.0000 | |||
| Pb |
|
|
|
| 1.0000 | ||
| Zn |
|
|
|
|
| 1.0000 | |
| Hg | 0.5109 | 0.6440 | 0.4734 | 0.4937 | 0.5534 | 0.5940 | 1.0000 |
Bold—significant correlations at p < 0.05.
Heavy metal concentrations in individual fractions of sewage sludge.
| Metal | Fraction | S1 | S2 | S3 | S4 | S5 | S6 | S7 |
|---|---|---|---|---|---|---|---|---|
| mg·kg−1DM | ||||||||
|
| F1 | BDL | BDL | BDL | BDL | BDL | BDL | BDL |
| F2 | 0.9 ± 0.0 | 1.1 ± 0.0 | 1.2 ± 0.1 | 0.9 ± 0.1 | 1.1 ± 0.0 | 1.3 ± 0.0 | 1.1 ± 0.1 | |
| F3 | 1.2 ± 0.3 | 1.1 ± 0.2 | 1.2 ± 0.1 | 1.3 ± 0.1 | 1.1 ± 0.3 | 1.9 ± 0.1 | 2.2 ± 0.2 | |
| F4 | 0.8 ± 0.1 | BDL | 1.1 ± 0.4 | 1.4 ± 0.2 | 0.7 ± 0.0 | 1.8 ± 0.0 | 1.5 ± 0.1 | |
| R, % | 106.8 | 124.4 | 112.2 | 114.1 | 126.7 | 123.6 | 119.2 | |
|
| F1 | BDL | BDL | BDL | BDL | 0.6 ± 0.0 | BDL | 1.2 ± 0.0 |
| F2 | BDL | BDL | BDL | BDL | BDL | BDL | BDL | |
| F3 | 19.7 ± 8.2 | 17.0 ± 4.5 | 23.5 ± 1.4 | 22.1 ± 0.4 | 17.7 ± 1.6 | 25.2 ± 0.5 | 25.5 ± 0.7 | |
| F4 | 16.0 ± 0.6 | 8.0 ± 0.8 | 15.3 ± 1.3 | 19.0 ± 2.6 | 12.6 ± 0.5 | 24.8 ± 0.7 | 22.2 ± 0.2 | |
| R, % | 62.3 | 71.6 | 70.9 | 65.5 | 58.0 | 73.3 | 73.0 | |
|
| F1 | 0.7 ± 0.1 | 2.3 ± 0.1 | 0.8 ± 0.1 | 0.9 ± 0.0 | 1.9 ± 0.0 | 0.5 ± 0.1 | 1.4 ± 0.1 |
| F2 | 4.8 ± 1.2 | 6.9 ± 2.4 | 1.6 ± 0.2 | 1.1 ± 0.1 | 3.5 ± 05 | 0.7 ± 0.1 | 1.7 ± 0.1 | |
| F3 | 118.3 ± 30.4 | 110.8 ± 23.1 | 141.1 ± 7.0 | 151.7 ± 5.6 | 126.9 ± 14.8 | 210.5 ± 3.8 | 198.8 ± 6.3 | |
| F4 | 13.4 ± 2.1 | 4.9 ± 0.5 | 11.1 ± 1.6 | 12.1 ± 0.4 | 7.6 ± 0.5 | 16.5 ± 0.4 | 14.5 ± 0.5 | |
| R; % | 110.9 | 120.0 | 111.8 | 116.0 | 118.8 | 120.8 | 111.5 | |
|
| F1 | 5.4 ± 0.2 | 5.4 ± 0.2 | 5.8 ± 0.9 | 5.6 ± 0.2 | 7.6 ± 0.1 | 9.4 ± 0.0 | 11.2 ± 0.1 |
| F2 | 3.6 ± 0.1 | 1.8 ± 0.0 | 3.7 ± 0.2 | 3.6 ± 0.2 | 2.6 ± 0.1 | 4.7 ± 0.1 | 2.9 ± 0.0 | |
| F3 | 8.3 ± 8.9 | 4.2 ± 2.8 | 8.2 ± 1.1 | 9.5 ± 0.1 | 3.7 ± 0.1 | 7.3 ± 0.3 | 7.1 ± 0.4 | |
| F4 | 13.9 ± 1.1 | 10.9 ± 4.0 | 13.2 ± 2.3 | 15.2 ± 3.3 | 11.1 ± 0.4 | 19.1 ± 2.4 | 18.0 ± 0.8 | |
| R; % | 56.9 | 43.7 | 49.9 | 52.9 | 42.5 | 41.4 | 41.1 | |
|
| F1 | BDL | BDL | BDL | 1.1 ± 0.7 | BDL | BDL | BDL |
| F2 | BDL | 1.2 ± 0.1 | BDL | BDL | BDL | BDL | BDL | |
| F3 | 18.0 ± 14.8 | 19.5 ± 10.0 | 7.9 ± 1.0 | 3.8 ± 0.3 | 10.2 ± 0.6 | 13.3 ± 0.4 | 19.4 ± 1.0 | |
| F4 | 65.3 ± 4.8 | 24.3 ± 2.0 | 74.5 ± 10.7 | 80.3 ± 14.2 | 52.8 ± 4.9 | 107.9 ± 1.1 | 93.9 ± 5.5 | |
| R; % | 67.4 | 46.1 | 59.5 | 60.4 | 50.9 | 64.1 | 60.3 | |
|
| F1 | 123.0 ± 6.6 | 308.1 ± 10.2 | 137.4 ± 17.0 | 94.1 ± 4.8 | 220.9 ± 3.5 | 230.5 ± 7.4 | 252.5 ± 4.9 |
| F2 | 538.1 ± 11.3 | 334.2 ± 10.8 | 555.6 ± 23.1 | 568.9 ± 20.6 | 482.1 ± 15.4 | 600.5 ± 6.7 | 545.1 ± 10.4 | |
| F3 | 304.7 ± 187.2 | 256.2 ± 135.0 | 377.3 ± 28.8 | 455.6 ± 34.6 | 285.5 ± 30.9 | 560.1 ± 20.3 | 571.3 ± 44.2 | |
| F4 | 57.5 ± 6.7 | 14.3 ± 2.5 | 59.1 ± 10.0 | 70.0 ± 12.2 | 34.6 ± 3.0 | 96.5 ± 1.9 | 81.8 ± 3.2 | |
| R; % | 71.6 | 83.6 | 68.8 | 76.3 | 72.7 | 80.5 | 78.3 | |
Results are expressed as the mean ± standard deviation in mg kg−1 of dry matter; R—heavy metal recovery rate calculated by comparing the sum of the four fractions with the total concentrations of heavy metals in the sludge samples; BDL—below detection limit.
Figure 3Heavy metal distribution in sewage sludge.
Pearson’s correlation coefficients between parameters of sewage sludge and concentrations of heavy metal fractions.
| Cd | F1 | F2 | F3 | F4 |
|---|---|---|---|---|
| ph | -* | −0.2487 | 0.3950 | 0.6567 |
| Eh | -* | −0.6903 | −0.3144 | 0.1519 |
| DM | -* | 0.0675 | 0.6888 | 0.2389 |
| OM | -* | 0.0493 | 0.6342 | 0.1709 |
| Cr | F1 | F2 | F3 | F4 |
| pH | 0.0624 | -* | 0.7280 | 0.6414 |
| Eh | −0.1557 | -* | 0.0872 | 0.0460 |
| DM |
| -* | 0.3444 | 0.3007 |
| OM |
| -* | 0.2720 | 0.2303 |
| Cu | F1 | F2 | F3 | F4 |
| ph |
| −0.5937 | 0.4028 |
|
| Eh | −0.4887 | −0.2252 | −0.2829 | 0.2106 |
| DM | 0.3224 | −0.1630 | 0.4778 | 0.1323 |
| OM | 0.3957 | −0.1056 | 0.4206 | 0.0513 |
| Ni | F1 | F2 | F3 | F4 |
| ph | 0.1668 | 0.6162 |
| 0.5867 |
| Eh | −0.4328 | 0.2535 | 0.6893 | −0.1007 |
| DM | 0.7112 | −0.3795 | −0.1092 | 0.3833 |
| OM | 0.6677 | −0.4475 | −0.1637 | 0.3164 |
| Pb | F1 | F2 | F3 | F4 |
| ph | 0.1932 | −0.6909 | −0.1555 | 0.6942 |
| Eh | 0.4488 | −0.5595 | −0.4874 | 0.1307 |
| DM | 0.0486 | 0.0129 | 0.3426 | 0.2183 |
| OM | 0.0694 | 0.0776 | 0.3361 | 0.1439 |
| Zn | F1 | F2 | F3 | F4 |
| ph | −0.6627 |
| 0.5452 | 0.7196 |
| Eh |
| 0.4600 | −0.1032 | 0.1377 |
| DM | 0.4299 | −0.0416 | 0.5198 | 0.2137 |
| OM | 0.4601 | −0.1153 | 0.4616 | 0.1389 |
Bold—significant correlations at p < 0.05; * Concentration of heavy metal below the limit of detection at all sampling points (no statistical analysis).
Results of heavy metal pollution level and potential ecological risk in sewage sludge (bold indicates the highest levels).
| Index | Cd | Cr | Cu | Ni | Pb | Zn | Hg | |
|---|---|---|---|---|---|---|---|---|
| S1 | Igeo |
| −1.3 |
| 0.0 |
|
|
|
| ER |
| 1.2 | 35.7 | 7.4 | 19.3 | 21.0 |
| |
| ICF |
|
|
|
| 0.3 |
| - | |
| RAC |
| 0.0 | 4.0 |
| 0.0 |
| - | |
| ERF |
| 0.0 | 0.0 | 0.4 | 0.0 |
| - | |
| S2 | Igeo |
| −2.0 |
| −0.1 | 1.0 |
|
|
| ER |
| 0.7 | 30.1 | 6.9 | 15.2 | 16.0 |
| |
| ICF | 0.0 |
|
|
| 0.9 |
| - | |
| RAC |
| 1.7 | 7.4 |
| 2.7 |
| - | |
| ERF |
| 0.0 | 0.1 |
| 0.0 |
| - | |
| S3 | Igeo |
| −1.4 |
| 0.2 |
|
|
|
| ER |
| 109.5 |
|
|
|
| 29.1 | |
| ICF |
|
|
|
| 0.1 |
| - | |
| RAC |
| 0.0 | 1.5 |
| 0.0 |
| - | |
| ERF |
| 0.0 | 0.0 | 0.4 | 0.0 |
| - | |
| S4 | Igeo |
| −1.2 |
| 0.2 |
|
|
|
| ER |
| 1.3 |
| 8.7 | 22.0 | 22.9 |
| |
| ICF |
|
|
|
| 0.1 |
| - | |
| RAC |
| 0.0 | 1.2 |
| 1.2 |
| - | |
| ERF | 0.3 | 0.0 | 0.0 | 0.4 | 0.0 |
| - | |
| S5 | Igeo |
| −1.4 |
| 0.1 |
|
|
|
| ER |
| 1.1 | 34.0 | 7.9 | 19.3 | 20.7 |
| |
| ICF |
|
|
|
| 0.2 |
| - | |
| RAC |
| 2.0 | 3.8 |
| 0.0 |
| - | |
| ERF |
| 0.0 | 0.0 |
| 0.0 |
| - | |
| S6 | Igeo |
| −1.1 |
| 0.8 |
|
|
|
| ER |
| 1.4 |
| 13.3 | 29.6 | 27.1 |
| |
| ICF |
| 1.0 |
|
| 0.1 |
| - | |
| RAC |
| 0.0 | 0.5 |
| 0.0 |
| - | |
| ERF | 0.3 | 0.0 | 0.0 |
| 0.0 |
| - | |
| S7 | Igeo |
| −1.1 |
| 0.8 |
|
|
|
| ER |
| 1.4 |
| 12.9 | 29.4 | 27.2 |
| |
| ICF |
|
|
|
| 0.2 |
| - | |
| RAC |
| 2.4 | 1.4 |
| 0.0 |
| - | |
| ERF | 0.3 | 0.0 | 0.0 |
| 0.0 |
| - |