| Literature DB >> 29509685 |
Xiangjun Liao1, Chao Zhang2,3, Guangyi Sun4,5, Zhonggen Li6, Lihai Shang7, Yangrong Fu8, Yusheng He9, Yi Yang10.
Abstract
The characterization of the concentrations and sources of metals and metalloids in soils is necessary to establish quality standards on a regional level and to assess the potential threat of metals to food safety and human health. A total of 8713 soil samples throughout Hainan Island, China were collected at a density of one sample per 4 km², and concentrations of As, Cd, Cr, Cu, Hg, Ni, Pb, Se, and Zn were analyzed. The geometric mean values of the elements were 2.17, 0.60, 26.5, 9.43, 0.033, 8.74, 22.2, 0.26, and 39.6 mg·· kg-1 for As, Cd, Cr, Cu, Hg, Ni, Pb, Se, and Zn, respectively, significantly lower than the background values of Chinese soils with the exception of Se. Principal component analysis (PCA) suggested that multiple anthropogenic sources regulated the elemental compositions of the Hainan environment. Coal combustion and mining are important anthropogenic sources of metals for Hainan. The geochemical maps of elements in Hainan soils were produced using the Geographic Information System (GIS) method, and several hot-spot areas were identified. The ecological impact of As, Cd, Cu, Cr, Hg, Pb, Ni, and Zn pollution to the soils was extremely "low".Entities:
Keywords: Hainan; arsenic; metals; soils; source
Mesh:
Substances:
Year: 2018 PMID: 29509685 PMCID: PMC5876999 DOI: 10.3390/ijerph15030454
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Location of the sampling sites.
Statistics of studied elements (mg·kg−1) in soils (0–20 cm) of Hainan Island.
| As | Cd a | Cr | Cu | Hg a | Ni | Pb | Se | Zn | |
|---|---|---|---|---|---|---|---|---|---|
| N | 8713 | 8713 | 8713 | 8713 | 8713 | 8713 | 8713 | 8713 | 8713 |
| Minimum | 0.01 | 2 | 0.1 | 0.25 | 1 | 0.1 | 1 | 0.02 | 2 |
| Maximum | 988.04 | 3064 | 860.3 | 192.9 | 3540 | 327.1 | 619.6 | 4.68 | 800 |
| Geometrical mean | 2.17 | 60.19 | 26.50 | 9.43 | 33.34 | 8.74 | 22.20 | 0.26 | 39.64 |
| Variation coefficient | 4.05 | 1.16 | 1.58 | 1.35 | 1.77 | 1.91 | 0.67 | 0.88 | 0.74 |
| Std. Deviation | 21.42 | 93.61 | 96.32 | 23.34 | 75.20 | 48.18 | 17.51 | 0.30 | 37.91 |
| Skewness | 24.91 | 10.52 | 2.65 | 2.35 | 29.30 | 2.74 | 7.79 | 3.39 | 2.51 |
| Kurtosis | 858.68 | 219.08 | 7.09 | 4.97 | 1127.52 | 6.93 | 191.20 | 22.67 | 22.31 |
| China BK b | 9.20 | 74.00 | 53.90 | 20.00 | 40.00 | 23.40 | 23.60 | 0.22 | 67.70 |
| Threshold of the first grate c | 15 | 200 | 90 | 35 | 150 | 40 | 35 | 100 | |
| Canadian soil quality guidelines d | 12 | 10000 | 64 | 63 | 6600 | 45 | 140 | 1 | 200 |
| Target value of Dutch soil guidelines e | 29 | 800 | 100 | 36 | 300 | 35 | 85 | 140 |
a μg·kg−1; b Background values of Chinese soils [19], A layer (0–20 cm), more than 4000 samples; c Class I value of the Environmental Quality Standard for Soils in China [20]; d Canadian Soil Quality Guidelines for the Protection of Environmental and Human Health (Residential) [22]; e Values for soil remediation proposed by Dutch Ministry of Housing, Spatial Planning and Environment [21].
Geometrical means of elements in soils (0–20 cm) of Hainan Island of different soil types (means are mg·kg−1).
| Soil Types | Number of Samples | As | Cd a | Cr | Cu | Hg a | Ni | Pb | Se | Zn |
|---|---|---|---|---|---|---|---|---|---|---|
| Coastal sandy soil | 311 | 2.69 | 44.76 | 21.72 | 5.87 | 29.22 | 7.08 | 14.20 | 0.11 | 18.61 |
| Coastal saline soil | 12 | 1.40 | 28.42 | 16.30 | 3.19 | 65.75 | 3.66 | 11.53 | 0.10 | 14.45 |
| Latosolic red soil | 890 | 5.14 | 110.62 | 24.16 | 9.48 | 39.00 | 8.15 | 34.26 | 0.31 | 58.85 |
| Yellow soil | 255 | 7.24 | 131.18 | 25.15 | 9.39 | 42.60 | 8.32 | 33.86 | 0.31 | 57.66 |
| Volcanic ash soil | 5 | 2.00 | 177.64 | 293.07 | 65.06 | 90.97 | 154.88 | 15.45 | 0.33 | 143.07 |
| Chisley soil | 50 | 3.00 | 223.30 | 240.41 | 52.13 | 96.64 | 128.77 | 16.62 | 0.47 | 129.30 |
| Paddy soil | 874 | 3.07 | 60.27 | 74.11 | 19.44 | 41.60 | 30.71 | 18.56 | 0.28 | 42.19 |
| Alluvial soil | 90 | 3.71 | 96.24 | 28.87 | 11.36 | 39.30 | 10.03 | 25.91 | 0.19 | 38.91 |
| Dry red soil | 250 | 1.96 | 73.70 | 12.68 | 5.30 | 24.43 | 3.40 | 26.27 | 0.12 | 23.00 |
| Latosol | 5726 | 6.01 | 74.35 | 62.63 | 18.02 | 43.01 | 25.30 | 26.90 | 0.39 | 51.12 |
| Purple soil | 76 | 3.50 | 79.51 | 32.50 | 12.77 | 29.45 | 8.93 | 21.21 | 0.28 | 34.96 |
a means are μg·kg−1.
Figure 2Box-and whisker plots of As, Cd, Cu, Cr, Hg, Pb, Ni, Se, and Zn in soils under different patterns of ecosystem. ME = mining ecosystem; CE = city ecosystem; AE = agricultural ecosystem.
Rotated factor loadings (varimax normalized) of selected metals in CE samples (n = 168) and ME samples (n = 83).
| Components | CE Samples | ME Samples | ||||
|---|---|---|---|---|---|---|
| PC1 | PC2 | PC3 | PC1 | PC2 | PC3 | |
| As | 0.036 | 0.853 | −0.001 | 0.304 | 0.753 | −0.096 |
| Ba | −0.023 | 0.721 | 0.380 | −0.293 | 0.165 | −0.631 |
| Cd | 0.110 | 0.314 | 0.797 | 0.261 | 0.470 | 0.681 |
| Co | 0.936 | −0.017 | 0.135 | 0.939 | 0.074 | −0.074 |
| Cr | 0.966 | −0.084 | −0.049 | 0.875 | 0.297 | 0.240 |
| Cu | 0.752 | 0.513 | 0.212 | 0.802 | 0.329 | 0.248 |
| Fe | 0.964 | 0.177 | 0.041 | 0.938 | 0.125 | 0.131 |
| Hg | 0.003 | 0.097 | 0.366 | 0.047 | 0.861 | 0.086 |
| Ni | 0.961 | −0.116 | 0.043 | 0.951 | 0.171 | 0.154 |
| Pb | −0.142 | 0.707 | 0.427 | 0.057 | 0.867 | 0.116 |
| S | 0.030 | −0.120 | 0.679 | 0.216 | 0.834 | 0.273 |
| Sb | 0.065 | 0.879 | 0.193 | 0.298 | 0.822 | 0.150 |
| Se | 0.214 | 0.536 | −0.214 | 0.716 | 0.346 | 0.025 |
| V | 0.954 | 0.093 | −0.077 | 0.939 | 0.016 | 0.205 |
| Zn | 0.627 | 0.254 | 0.579 | −0.031 | 0.268 | 0.728 |
| Eigenvalue | 5.62 | 3.32 | 2.05 | 5.86 | 4.12 | 1.73 |
| Total variance (%) | 37.44 | 22.12 | 13.67 | 39.05 | 27.45 | 11.51 |
| Cumulative eigenvalue | 5.62 | 8.94 | 10.99 | 5.86 | 9.98 | 11.71 |
| Cumulative percentage | 37.44 | 59.56 | 73.23 | 39.05 | 66.5 | 78.01 |
Figure 3Spatial distribution of As, Cu, Cr, Pb, Ni, Se, Zn (mg kg−1), Cd, and Hg (μg kg−1) and risk index (RI) in soils of Hainan Island.