| Literature DB >> 30901918 |
Qiong Gong1, Peizhen Chen2, Rongguang Shi3, Yi Gao4, Shun-An Zheng5, Yan Xu6, Chaofeng Shao7, Xiangqun Zheng8.
Abstract
The application of organic fertilizer could be accompanied by potential hazards to soil and humans caused by trace metals. A wide survey of organic fertilizers was carried out in northern China. A total of 117 organic fertilizer samples were collected to analyze the concentrations of seven trace metals. Simulation models were used to estimate the trace metal accumulation risk in soil and non-carcinogenic and carcinogenic risks to the human body. The concentrations of trace metals varied widely (Cr: 2.74⁻151.15; Ni: 2.94⁻49.35; Cu: 0.76⁻378.32; Zn: 0.50⁻1748.01; As: 1.54⁻23.96; Cd: 2.74⁻151.15; and Pb: 1.60⁻151.09 mg·kg-1). Chinese organic fertilizer standard limits were exceeded by0.85% for Cr, 5.98% for As, 1.71% for Cd, and 4.27% for Pb. Monte Carlo simulations showed that repeated application of organic fertilizer likely significantly increased the concentrations of Zn, Cd, and As in soil compared with the soil background levels according to the Soil Environmental Quality Standards of China. As and Cr pose high risks to human health, especially as carcinogenic risk factors with a skin exposure pathway. Reducing the content of Cr, Cu, Zn, As, and Cd in organic fertilizer would be of great significance for minimizing the damage caused by trace metals.Entities:
Keywords: human exposure; human health risk; organic fertilizer; soil accumulation risk; trace metal
Mesh:
Substances:
Year: 2019 PMID: 30901918 PMCID: PMC6466333 DOI: 10.3390/ijerph16061031
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Sketch map of research areas and sampling points in northern China. (a) Sketch map of research areas; the blue and yellow areas denote northern China, with the blue indicating the research area of this article. (b) Sampling points in northern China (n = 79), including Northwest China, North China, and Northeast China. (c) Sampling points in Northwest China (n = 32), including Shaanxi, Ningxia, Gansu, and Qinghai Provinces. (d) Sampling points in North China (n = 37), including inner Mongolia and Shanxi Provinces. (e) Sampling points in Northeast China (n = 10), including Heilongjiang and Jilin Provinces. Note: n denotes the number of sampled organic fertilizer enterprises.
Proportion of manure used for making organic fertilizers in the research area.
| Manure | North China ( | Northwest China ( | Northeast China ( | |||
|---|---|---|---|---|---|---|
|
| Proportion (%) |
| Proportion (%) |
| Proportion (%) | |
| Cattle | 2 | 4.17 | 18 | 32.73 | 5 | 35.72 |
| Sheep | 15 | 31.25 | 12 | 21.82 | 1 | 7.14 |
| Poultry | 12 | 25.0 | 3 | 5.45 | 4 | 28.57 |
| Pig | 0 | 0 | 6 | 10.91 | 0 | 0 |
| Rabbit | 2 | 4.17 | 0 | 0 | 0 | 0 |
| Mixed | 17 | 35.41 | 16 | 29.09 | 4 | 28.57 |
Note: n denotes the number of sampled organic fertilizers.
Soil trace metal background value and organic fertilizer application rate.
| Parameter | Unit | North China | Northwest China | Northeast China | References |
|---|---|---|---|---|---|
| Initial content of Cr in soil Q0,Cr | mg·kg−1 | 51.60 | 65.70 | 52.65 | [ |
| Initial content of Ni in soil Q0,Ni | mg·kg−1 | 25.75 | 32.55 | 22.10 | [ |
| Initial content of Cu in soil Q0,Cu | mg·kg−1 | 20.50 | 22.45 | 18.55 | [ |
| Initial content of Zn in soil Q0,Zn | mg·kg−1 | 67.30 | 69.25 | 75.55 | [ |
| Initial content of As in soil Q0,As | mg·kg−1 | 8.65 | 12.33 | 7.65 | [ |
| Initial content of Cd in soil Q0,Cd | mg·kg−1 | 0.091 | 0.115 | 0.093 | [ |
| Initial content of Pb in soil Q0,Pb | mg·kg−1 | 17.65 | 20.43 | 26.50 | [ |
| Soil bulk density ( | g·cm−3 | 1.35 | 1.18 | 1.41 | [ |
| Organic fertilizer application rate (IRf) | t·hm−2·year−1 | 33.92 | 80.30 | 115.89 | [ |
Q0,Cr, Q0,Ni, Q0,Cu, Q0,Zn, Q0,As, Q0,Cd, Q0,Pb refer to the initial content of Cr, Ni, Cu, Zn, As, Cd, Pb in the soil, respectively. ρb is the bulk density of soil, IRf is the amount of organic fertilizer applied to the soil.
Reference dose and slope coefficient of contaminants through different exposure routes (IRIS, US EPA).
| Contaminants | SF | RfDf | RfDs | RfDb |
|---|---|---|---|---|
| (kg·day·mg−1) | (mg·kg−1·day−1) | (mg·kg−1·day−1) | (mg·kg−1·day−1) | |
| Cr | 4.20 × 101 | 3.00 × 10−3 | 2.9 × 10−5 | 6.00 × 10−5 |
| Ni | 8.40 × 10−1 | 2.00 × 10−2 | 2.00 × 10−2 | 5.40 × 10−3 |
| Cu | 4.00 × 10−2 | 4.00 × 10−2 | 1.20 × 10−2 | |
| Zn | 3.00 × 10−1 | 3.00 × 10−1 | 6.00 × 10−2 | |
| As | 1.51 × 101 | 3.00 × 10−4 | 3.00 × 10−4 | 1.20 × 10−3 |
| Cd | 6.30 | 1.00 × 10−3 | 1.00 × 10−3 | 1.00 × 10−5 |
| Pb | 3.50 × 10−3 | 3.50 × 10−3 | 5.20 × 10−4 |
SF is the carcinogenic risk slope coefficient. RfDf, RfDs, RfDbarethe non-carcinogenic reference doses through the exposure routes of food, skin, and breathing, respectively.
Trace metal concentrations in organic fertilizer in northern China (mg·kg−1).
| Cr | Ni | Cu | Zn | As | Cd | Pb | ||
|---|---|---|---|---|---|---|---|---|
| North China | Range | 6.53–151.15 | 3.54–49.35 | 0.76–378.32 | 0.50–1595.42 | 1.54–23.96 | 0.04–5.25 | 5.08–151.09 |
| Mean | 24.14 | 17.01 | 75.19 | 581.91 | 7.76 | 0.79 | 24.47 | |
| Median | 17.02 | 16.90 | 44.85 | 478.11 | 6.96 | 0.38 | 15.46 | |
| SD | 22.55 | 8.57 | 83.83 | 429.65 | 4.89 | 1.09 | 27.27 | |
| C.V.(%) | 93.43 | 50.38 | 111.50 | 73.83 | 63.02 | 138.36 | 111.46 | |
| PS-K | 0.000 | 0.003 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | |
| Northwest China | Range | 2.74–36.34 | 2.94–35.11 | 4.55–355.52 | 4.11–1748.01 | 1.55–21.00 | 0.03–1.73 | 1.60–55.98 |
| Mean | 12.26 | 12.21 | 34.20 | 174.08 | 5.30 | 0.35 | 13.05 | |
| Median | 10.75 | 10.98 | 19.84 | 86.71 | 4.92 | 0.31 | 11.36 | |
| SD | 6.75 | 6.49 | 49.72 | 297.55 | 3.04 | 0.29 | 9.23 | |
| C.V.(%) | 55.03 | 53.17 | 145.39 | 170.92 | 57.35 | 82.75 | 70.70 | |
| PS-K | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | |
| Northeast China | Range | 6.43–63.46 | 4.33–19.09 | 4.69–155.68 | 16.09–493.15 | 2.93–17.19 | 0.05–1.00 | 4.43–29.34 |
| Mean | 23.75 | 11.09 | 46.53 | 124.53 | 8.93 | 0.26 | 10.99 | |
| Median | 17.47 | 11.23 | 23.02 | 60.86 | 9.08 | 0.17 | 9.73 | |
| SD | 17.89 | 4.59 | 46.83 | 145.93 | 4.50 | 0.26 | 6.49 | |
| C.V.(%) | 75.35 | 41.39 | 100.64 | 117.19 | 50.40 | 100.42 | 59.09 | |
| PS-K | 0.023 | 0.713 | 0.010 | 0.001 | 0.524 | 0.001 | 0.007 | |
| Northern China | Range | 2.74–151.15 | 2.94–49.35 | 0.76–378.32 | 0.50–1748.01 | 1.54–23.96 | 0.03–5.25 | 1.60–151.09 |
| Mean | 18.51 | 14.05 | 52.49 | 335.47 | 6.74 | 0.52 | 17.49 | |
| Median | 13.03 | 12.05 | 31.67 | 144.14 | 5.96 | 0.31 | 12.41 | |
| SD | 17.27 | 7.62 | 67.97 | 401.56 | 4.27 | 0.76 | 19.50 | |
| C.V.(%) | 93.28 | 54.23 | 129.50 | 119.70 | 63.37 | 146.32 | 111.50 | |
| PS-K | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
SD: standard deviation, C.V.: Coefficient of Variance, PS-K: p-value of Shapiro–Wilk test.
Figure 2Trace metal concentrations of organic fertilizers in North China (n = 48), Northwest China (n = 55), and Northeast China (n = 14). Squares represent mean values, the band near the middle of each box represents the median, and the bottom and top of the boxes represent the lower quartile (LQ; 25th percentiles) and upper quartile (UQ; 75th percentiles), respectively. The vertical lines (whiskers) represent the 1.5 inter-quartile ranges (IQRs) of the lower and upper quartiles. Data outside the whiskers are outliers and are plotted as dots.
Trace metal concentrations in compost in published articles (based on median/mean value) (mg·kg−1).
| Region | Type of Organic Fertilizer |
| Cr | Ni | Cu | Zn | As | Cd | Pb | References |
|---|---|---|---|---|---|---|---|---|---|---|
| Austria | Compost | NA | 38.3 | 25.7 | 100 | 267 | 7.0 | 0.43 | 43.4 | [ |
| Organic fertilizer: poultry dung | NA | 10.7 | 8.5 | 66 | 314 | NA | 0.43 | 5.4 | ||
| Organic fertilizer: pig dung | NA | 7.8 | 8.9 | 62 | 399 | NA | 0.33 | 5.0 | ||
| UK a | Straw-based farmyard dairy cattle manure | 6 | 5.32 | 3.7 | 37.5 | 153 | 1.63 | 0.38 | 3.61 | [ |
| Straw-based farmyard beef cattle manure | 12 | 1.41 | 2.0 | 16.4 | 81 | 0.79 | 0.13 | 1.95 | ||
| Straw-based farmyard pig manure | 17 | 1.98 | 7.5 | 374 | 431 | 0.86 | 0.37 | 2.94 | ||
| Canada a | Peat/manure compost | 11 | 3.53 ± 0.51 | 3.8 ± 1.6 | 16.9 ± 7.3 | 142 ± 61 | NA | 0.26 ± 0.15 | 4.8 ± 2.2 | [ |
| Straw/manure compost | 14 | 4.5 ± 1.1 | 5.4 ± 1.8 | 25.1 ± 7.2 | 159 ± 35 | NA | 0.21 ± 0.05 | 1.7 ± 1.7 | ||
| Switzerland | Compost | 81 | 20 | 16 | 52 | 147 | NA | 0.11 | 38 | [ |
| China | Animal manure composts | 212 | 17.90 | 12.40 | 50.60 | 288.0 | 6.65 | 0.14 | 7.61 | [ |
| China | Commercial organic fertilizer | 162 | 53.5 | 21 | 75.4 | 732.4 | 2.96 | 5.64 | 36.6 | [ |
| China | Commercial organic fertilizers | 126 | 165.2 ± 583.2 | NA | 122.2 ± 166.8 | 260.6 ± 272.1 | 5.6 ± 4.0 | 1.2 ± 0.97 | 34.3 ± 112 | [ |
| North China | Livestock manure organic fertilizer | 42 | 45.42 | 16.5 | 69.22 | 274.58 | 3.21 | 0.21 | 87.4 | [ |
| Jiangsu Province, China | Composite pig manure | 80 | 8.0 | NA | 113.7 | 427.2 | 0.9 | 0.37 | 3.8 | [ |
| Composite dairy manure | 35 | 9.9 | NA | 45.5 | 186.3 | 1.0 | 0.32 | 8.4 | ||
| Composite poultry manure | 65 | 9.8 | NA | 56.7 | 391.2 | 1.5 | 0.42 | 4.5 | ||
| Zhejiang Province, China | Manure-based fertilizers | 219 | 21.2 | NA | 160 | 465 | 7.9 | 0.6 | 8.1 | [ |
a mean value; NA, not available in the article.
Maximum trace metal concentration acceptable for compost in different countries (mg·kg−1).
| Region | Cr | Ni | Cu | Zn | As | Cd | Pb | Standard File |
|---|---|---|---|---|---|---|---|---|
| Africa | ||||||||
| Mauritius | 50 | 50 | - | 300 | 10 | 3 | 100 | MS 164 (2010) |
| America | ||||||||
| United States | 1200 | 420 | 1500 | 2800 | 41 | 39 | 300 | USCC-2001 |
| United States, Washington | - | 210 | 750 | 1400 | 20 | 10 | 150 | WSDA, 2009 |
| Canada A | 210 | 62 | 400 | 700 | 13 | 3 | 150 | CCME-2005 |
| Canada B | 1060 | 180 | 757 | 1850 | 75 | 20 | 500 | CAN/BNQ/CCME/AAFC |
| Europe | ||||||||
| EU organic agriculture | 70 | 25 | 70 | 200 | - | 0.7 | 45 | Biowaste Directory |
| EU ecological standards | 100 | 50 | 100 | 300 | 10 | 1 | 100 | Biowaste Directory |
| EU soil amendment | 100 | 50 | 100 | 300 | - | 1 | 100 | Biowaste Directory |
| United Kingdom | 100 | 50 | 200 | 400 | - | 1.5 | 200 | BSI-PAS 100-2011 |
| France | 120 | 60 | 300 | 600 | - | 3 | 180 | NF U44-051 |
| Netherlands | 50 | 20 | 90 | 290 | - | 1 | 100 | Amended National Fertilizer Act from 2008 |
| Italy | - | 50 | 150 | 500 | - | 1.5 | 140 | Law on Fertilizer L 748/84 |
| Belgium | 100 | 50 | 150 | 400 | 20 | 2 | 150 | Royal Decree |
| Denmark | - | 30 | 1000 | 4000 | 25 | 0.8 | - | Statutory Oder Nr.1650 |
| Spain A | 70 | 25 | 70 | 200 | - | 0.7 | 45 | Spain RD 506-2013 |
| Spain B | 250 | 90 | 300 | 500 | - | 2 | 150 | Spain RD 506-2013 |
| Spain C | 300 | 100 | 400 | 1000 | - | 3 | 200 | Spain RD 506-2013 |
| Germany I | 70 | 35 | 70 | 300 | - | 1 | 100 | Biowaste Ordinance |
| Germany Ⅱ | 100 | 50 | 100 | 400 | - | 1.5 | 150 | |
| Switzerland | 100 | 30 | 100 | 400 | - | 1 | 120 | Swiss Federal Council-2013 |
| Oceania | ||||||||
| New Zealand compost | 50 | 10 | 25 | 75 | 5 | 0.7 | 65 | SDU-1991 |
| New Zealand clean compost | 50 | 20 | 60 | 200 | 15 | 1 | 100 | SDU-1991 |
| Aureli A+ | 70 | 25 | 70 | 200 | - | 0.7 | 45 | SWD 64/F1-EN,2016 |
| Aureli A | 70 | 60 | 150 | 500 | - | 1 | 120 | SWD 64/F1-EN,2016 |
| Australia | 400 | 60 | 200 | 250 | 20 | 3 | 200 | Compost Ordinance/AS 4454-2012 |
| Asia | ||||||||
| Malaysia | 200 | 150 | - | - | - | 5 | 300 | MS 1517-2012 |
| India | 50 | 50 | - | 1000 | 10 | 3 | 150 | World Bank, 1997 |
| Indonesia | 50 | 50 | - | 300 | 10 | 3 | 100 | Ministry of Environment and Forests |
| Japan | 500 | 300 | - | - | 50 | 5 | 100 | Fertilizer Management Act |
| Korea | 300 | 50 | 500 | 900 | 5 | 5 | 150 | Fertilizer Management Act |
| Hong Kong organic agriculture | 100 | 50 | 300 | 600 | 10 | 1 | 100 | Hong Kong ORC, 2005 |
| Hong Kong general agricultural use | 210 | 62 | 700 | 1300 | 13 | 3 | 150 | Hong Kong ORC, 2005 |
| Hong Kong nonagricultural use | 1200 | 420 | 1500 | 2800 | 41 | 19 | 300 | Hong Kong ORC, 2005 |
| Taiwan livestock and poultry composting | 150 | 25 | 100 | 500 | 25 | 2 | 150 | Fertilizer Management Act |
| Taiwan general compost | 150 | 25 | 100 | 250 | 25 | 2 | 150 | Fertilizer Management Act |
| Taiwan miscellaneous compost | 150 | 25 | 100 | 250 | 25 | 2 | 150 | Fertilizer Management Act |
| Mainland China | 300 | - | - | - | 30 | 3 | 100 | NY525-2012 |
Figure 3Spearman correlation analysis of trace metal concentrations in organic fertilizer. (a) organic fertilizers in North China (n = 48); (b) organic fertilizers in Northwest China (n = 55); (c) organic fertilizers in Northeast China (n = 14); and (d) organic fertilizers in northern China (n = 117). Degree of significance: * p < 0.05; ** p < 0.01.
Input of trace metals and time needed to double the trace metal concentrations of soil from its background levels in the research area.
| Area | Cr | Ni | Cu | Zn | As | Cd | Pb | |
|---|---|---|---|---|---|---|---|---|
| North China | Amount of application (mg·kg−1) | 0.21 | 0.21 | 0.56 | 6.01 | 0.087 | 0.0048 | 0.19 |
| Time (year) | 928 | 774 | 141 | 39 | 187 | 107 | 784 | |
| Northwest China | Amount of application (mg·kg−1) | 0.37 | 0.37 | 0.68 | 2.95 | 0.17 | 0.011 | 0.39 |
| Time (year) | 504 | 421 | 115 | 78 | 76 | 46 | 387 | |
| Northeast China | Amount of application (mg·kg−1) | 0.72 | 0.46 | 0.95 | 2.50 | 0.37 | 0.0070 | 0.40 |
| Time (year) | 275 | 364 | 86 | 90 | 46 | 73 | 359 | |
| Northern China | Amount of application (mg·kg−1) | 0.39 | 0.36 | 0.96 | 4.36 | 0.18 | 0.0094 | 0.38 |
| Time (year) | 484 | 443 | 82 | 53 | 82 | 53 | 396 |
Non-carcinogenic risk indices in the study area.
| Exposure Route | Cr | Ni | Cu | Zn | As | Cd | Pb | |
|---|---|---|---|---|---|---|---|---|
| North China | Oral exposure | 1.81 × 10−4 | 8.70 × 10−6 | 2.21 × 10−4 | 1.04 × 10−4 | 1.22 × 10−2 | 2.01 × 10−6 | 2.14 × 10−3 |
| Skin exposure | 1.09 × 10−1 | 5.05 × 10−5 | 1.28 × 10−3 | 5.95 × 10−4 | 7.09 × 10−2 | 1.17 × 10−5 | 1.24 × 10−2 | |
| Respiratory exposure | 1.58 × 10−4 | 5.64 × 10−7 | 1.29 × 10−5 | 8.96 × 10−6 | 5.34 × 10−5 | 3.51 × 10−6 | 2.52 × 10−4 | |
| All ways of exposure | 1.09 × 10−1 | 5.98 × 10−5 | 1.51 × 10−3 | 7.06 × 10−4 | 8.31 × 10−2 | 1.72 × 10−5 | 1.48 × 10−2 | |
| Comprehensive | 0.21 | |||||||
| Northwest China | Oral exposure | 2.31 × 10−4 | 1.10 × 10−5 | 2.42 × 10−4 | 1.01 × 10−4 | 1.74 × 10−2 | 2.63 × 10−6 | 2.50 × 10−3 |
| Skin exposure | 1.39 × 10−1 | 6.41 × 10−5 | 1.41 × 10−3 | 5.86 × 10−4 | 1.01 × 10−1 | 1.53 × 10−5 | 1.45 × 10−2 | |
| Respiratory exposure | 2.02 × 10−4 | 7.15 × 10−7 | 1.41 × 10−5 | 8.82 × 10−6 | 7.63 × 10−5 | 4.60 × 10−6 | 2.93 × 10−4 | |
| All ways of exposure | 1.39 × 10−1 | 7.58 × 10−5 | 1.67 × 10−3 | 6.95 × 10−4 | 1.19 × 10−1 | 2.25 × 10−5 | 1.73 × 10−2 | |
| Comprehensive | 0.28 | |||||||
| Northeast China | Oral exposure | 1.86 × 10−4 | 7.56 × 10−6 | 2.04 × 10−4 | 1.09 × 10−4 | 1.12 × 10−2 | 2.09 × 10−6 | 3.22 × 10−3 |
| Skin exposure | 1.12 × 10−1 | 4.39 × 10−5 | 1.19 × 10−3 | 6.33 × 10−4 | 6.51 × 10−2 | 1.22 × 10−5 | 1.87 × 10−2 | |
| Respiratory exposure | 1.63 × 10−4 | 4.90 × 10−7 | 1.19 × 10−5 | 9.54 × 10−6 | 4.90 × 10−5 | 3.67 × 10−6 | 3.79 × 10−4 | |
| All ways of exposure | 1.12 × 10−1 | 5.20 × 10−5 | 1.40 × 10−3 | 7.51 × 10−4 | 7.63 × 10−2 | 1.79 × 10−5 | 2.23 × 10−2 | |
| Comprehensive | 0.21 | |||||||
| Northern China | Oral exposure | 2.07 × 10−4 | 9.58 × 10−6 | 2.30 × 10−4 | 1.04 × 10−4 | 1.45 × 10−2 | 2.35 × 10−6 | 2.59 × 10−3 |
| Skin exposure | 1.24 × 10−1 | 5.57 × 10−5 | 1.34 × 10−3 | 6.06 × 10−4 | 8.45 × 10−2 | 1.37 × 10−5 | 1.50 × 10−2 | |
| Respiratory exposure | 1.81 × 10−4 | 6.21 × 10−7 | 1.34 × 10−5 | 9.13 × 10−6 | 6.37 × 10−5 | 4.12 × 10−6 | 3.05 × 10−4 | |
| All ways of exposure | 1.25 × 10−1 | 6.59 × 10−5 | 1.58 × 10−3 | 7.19 × 10−4 | 9.91 × 10−2 | 2.01 × 10−5 | 1.79 × 10−2 | |
| Comprehensive | 0.24 | |||||||
Carcinogenic risk indices and risk rating in the study area.
| Exposure Route | Cr | Ni | As | Cd | |
|---|---|---|---|---|---|
| North China | Oral exposure | 2.28 × 10−5 | 1.46 × 10−7 | 5.52 × 10−5 | 1.26 × 10−8 |
| Skin exposure | 1.33 × 10−4 | 8.49 × 10−7 | 3.21 × 10−4 | 7.34 × 10−8 | |
| Respiratory exposure | 3.99 × 10−7 | 2.56 × 10−9 | 9.67 × 10−7 | 2.21 × 10−10 | |
| All ways of exposure | 1.56 × 10−4 | 9.98 × 10−7 | 3.77 × 10−4 | 8.62 × 10−8 | |
| Comprehensive | 5.34 × 10−4 | ||||
| Northwest China | Oral exposure | 2.90 × 10−5 | 1.85 × 10−7 | 7.90 × 10−4 | 1.66 × 10−8 |
| Skin exposure | 1.69 × 10−4 | 1.08 × 10−6 | 4.59 × 10−4 | 9.62 × 10−8 | |
| Respiratory exposure | 5.09 × 10−7 | 3.24 × 10−9 | 1.38 × 10−6 | 2.90 × 10−10 | |
| All ways of exposure | 1.98 × 10−4 | 1.27 × 10−6 | 5.40 × 10−4 | 1.13 × 10−7 | |
| Comprehensive | 7.39 × 10−4 | ||||
| Northeast China | Oral exposure | 2.35 × 10−5 | 1.27 × 10−7 | 5.07 × 10−5 | 1.32 × 10−8 |
| Skin exposure | 1.36 × 10−4 | 7.38 × 10−7 | 2.95 × 10−4 | 7.66 × 10−8 | |
| Respiratory exposure | 4.11 × 10−7 | 2.22 × 10−9 | 8.88 × 10−7 | 2.31 × 10−10 | |
| All ways of exposure | 1.60 × 10−4 | 8.67 × 10−7 | 3.46 × 10−4 | 9.00 × 10−8 | |
| Comprehensive | 5.08 × 10−4 | ||||
| Northern China | Oral exposure | 2.61 × 10−5 | 1.61 × 10−7 | 6.59 × 10−5 | 1.48 × 10−8 |
| Skin exposure | 1.51 × 10−4 | 9.35 × 10−7 | 3.83 × 10−4 | 8.61 × 10−8 | |
| Respiratory exposure | 4.56 × 10−7 | 2.82 × 10−9 | 1.15 × 10−6 | 2.60 × 10−10 | |
| All ways of exposure | 1.78 × 10−4 | 1.10 × 10−6 | 4.50 × 10−4 | 1.01 × 10−7 | |
| Comprehensive | 6.29 × 10−4 | ||||
Figure 4Risk level hotspot map of trace metals through oral, skin, and respiratory exposure pathways in North China, Northwest China, Northeast China, and northern China. (a) Carcinogenic risk level hotspot map of Cr, Ni, As, and Cd. (b) Human health risk level hotspot map of Cr, Ni, Cu, Zn, As, Cd, and Pb. Color description: orange-red represents extreme risk, purple-red represents high risk, purple-blue represents moderate risk, and gray represents low risk.
Potential human health risk grade.
| Potential Human Health Risk Grade | Potential Non-carcinogenic Risk | |||||
|---|---|---|---|---|---|---|
| Low Risk | Moderate Risk | High Risk | Extreme Risk | |||
| ≤0.25] | (0.25–0.50] | (0.50–0.75] | (0.75–1.00] | |||
| Potential cancer risk | Low risk | ≤10−6 | Low risk | Low risk | Moderate risk | High risk |
| Moderate risk | (10−6–10−5] | Low risk | Moderate risk | Moderate risk | High risk | |
| High risk | (10−5–10−4] | Moderate risk | Moderate risk | High risk | Extreme risk | |
| Extreme risk | ≥10−4 | High risk | High risk | Extreme risk | Extreme risk | |