Ecology and Environment ›› 2022, Vol. 31 ›› Issue (5): 1015-1023.DOI: 10.16258/j.cnki.1674-5906.2022.05.017
• Research Articles • Previous Articles Next Articles
SHI Jianfei1,2(), JIN Zhengzhong2, ZHOU Zhibin2,*(
), WANG Xin1,2
Received:
2021-12-21
Online:
2022-05-18
Published:
2022-07-12
Contact:
ZHOU Zhibin
施建飞1,2(), 靳正忠2, 周智彬2,*(
), 王鑫1,2
通讯作者:
周智彬
作者简介:
施建飞(1998年生),男,硕士研究生,主要从事土壤重金属污染评价及修复研究。E-mail: shijianfei201@mails.ucas.ac.cn
基金资助:
CLC Number:
SHI Jianfei, JIN Zhengzhong, ZHOU Zhibin, WANG Xin. Evaluation of Heavy Metal Pollution in the Soil Around A Typical Tailing Reservoir in Irtysh River Basin[J]. Ecology and Environment, 2022, 31(5): 1015-1023.
施建飞, 靳正忠, 周智彬, 王鑫. 额尔齐斯河流域典型尾矿库区周边土壤重金属污染评价[J]. 生态环境学报, 2022, 31(5): 1015-1023.
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URL: https://www.jeesci.com/EN/10.16258/j.cnki.1674-5906.2022.05.017
项目Item | 重金属 Heavy metal | |||||||
---|---|---|---|---|---|---|---|---|
w(Cr)/(mg∙kg-1) | w(Ni)/(mg∙kg-1) | w(Cu)/(mg∙kg-1) | w(Zn)/(mg∙kg-1) | w(Cd)/(mg∙kg-1) | w(Pb)/(mg∙kg-1) | w(Mn)/(mg∙kg-1) | w(As)/(mg∙kg-1) | |
平均值 Mean | 593.8 | 1358.3 | 1139.1 | 120.7 | 6.9 | 47.74 | 1609.0 | 14.6 |
最小值 Minimum | 238.7 | 395.4 | 248.3 | 94.8 | 3.6 | 18.5 | 1050.0 | 5.7 |
最大值 Maximum | 1260.1 | 6523.5 | 5424.5 | 181.9 | 15.6 | 99.3 | 2893.0 | 35.4 |
变异系数 Coefficient of variance/% | 45.45 | 97.17 | 112.71 | 15.66 | 47.83 | 52.79 | 21.45 | 43.84 |
流域土壤背景值 Watershed soil background value | 69.64 | 36.63 | 35.10 | 71.75 | 0.19 | 17.27 | 913.31 | 8.84 |
国家土壤环境Ⅱ级标准 National soil environment quality standard (GradeⅡ) (pH<6.5) | 150 | 40 | 50 | 200 | 0.3 | 250 | — | 40 |
Table 1 Statistics of heavy metal content in the soil around the tailing reservoir area
项目Item | 重金属 Heavy metal | |||||||
---|---|---|---|---|---|---|---|---|
w(Cr)/(mg∙kg-1) | w(Ni)/(mg∙kg-1) | w(Cu)/(mg∙kg-1) | w(Zn)/(mg∙kg-1) | w(Cd)/(mg∙kg-1) | w(Pb)/(mg∙kg-1) | w(Mn)/(mg∙kg-1) | w(As)/(mg∙kg-1) | |
平均值 Mean | 593.8 | 1358.3 | 1139.1 | 120.7 | 6.9 | 47.74 | 1609.0 | 14.6 |
最小值 Minimum | 238.7 | 395.4 | 248.3 | 94.8 | 3.6 | 18.5 | 1050.0 | 5.7 |
最大值 Maximum | 1260.1 | 6523.5 | 5424.5 | 181.9 | 15.6 | 99.3 | 2893.0 | 35.4 |
变异系数 Coefficient of variance/% | 45.45 | 97.17 | 112.71 | 15.66 | 47.83 | 52.79 | 21.45 | 43.84 |
流域土壤背景值 Watershed soil background value | 69.64 | 36.63 | 35.10 | 71.75 | 0.19 | 17.27 | 913.31 | 8.84 |
国家土壤环境Ⅱ级标准 National soil environment quality standard (GradeⅡ) (pH<6.5) | 150 | 40 | 50 | 200 | 0.3 | 250 | — | 40 |
项目 Item | Cr | Ni | Cu | Zn | Cd | Pb | Mn |
---|---|---|---|---|---|---|---|
Ni | 0.25 | ||||||
Cu | 0.36 | 0.86** | |||||
Zn | 0.16 | 0.67** | 0.72** | ||||
Cd | 0.81** | 0.30 | 0.42* | 0.34 | |||
Pb | 0.78** | 0.55* | 0.71** | 0.42* | 0.82** | ||
Mn | -0.38* | 0.05 | -0.15 | -0.04 | -0.21 | -0.23 | |
As | -0.11 | 0.02 | -0.19 | -0.31 | -0.15 | -0.13 | 0.35 |
Table 2 Correlation coefficient of heavy metal elements in soil
项目 Item | Cr | Ni | Cu | Zn | Cd | Pb | Mn |
---|---|---|---|---|---|---|---|
Ni | 0.25 | ||||||
Cu | 0.36 | 0.86** | |||||
Zn | 0.16 | 0.67** | 0.72** | ||||
Cd | 0.81** | 0.30 | 0.42* | 0.34 | |||
Pb | 0.78** | 0.55* | 0.71** | 0.42* | 0.82** | ||
Mn | -0.38* | 0.05 | -0.15 | -0.04 | -0.21 | -0.23 | |
As | -0.11 | 0.02 | -0.19 | -0.31 | -0.15 | -0.13 | 0.35 |
主成分 Principal Component | Cr | Mn | Ni | Cu | Zn | As | Cd | Pb | 特征值 Eigenvalues | 累积方差贡献率 Cumulative variance contribution rate/% |
---|---|---|---|---|---|---|---|---|---|---|
PC1 | 0.08 | 0.12 | 0.90 | 0.89 | 0.87 | -0.19 | 0.21 | 0.45 | 2.66 | 33 |
PC2 | 0.93 | -0.34 | 0.21 | 0.32 | 0.08 | 0.05 | 0.88 | 0.85 | 2.63 | 66 |
PC3 | -0.15 | 0.73 | 0.16 | -0.09 | -0.20 | 0.87 | -0.09 | -0.06 | 1.40 | 84 |
Table 3 Factor matrix of heavy metal elements of soil
主成分 Principal Component | Cr | Mn | Ni | Cu | Zn | As | Cd | Pb | 特征值 Eigenvalues | 累积方差贡献率 Cumulative variance contribution rate/% |
---|---|---|---|---|---|---|---|---|---|---|
PC1 | 0.08 | 0.12 | 0.90 | 0.89 | 0.87 | -0.19 | 0.21 | 0.45 | 2.66 | 33 |
PC2 | 0.93 | -0.34 | 0.21 | 0.32 | 0.08 | 0.05 | 0.88 | 0.85 | 2.63 | 66 |
PC3 | -0.15 | 0.73 | 0.16 | -0.09 | -0.20 | 0.87 | -0.09 | -0.06 | 1.40 | 84 |
污染级别 Pollution level | 单因子污染指数 Contamination factor | 污染负荷指数 Pollution load index | |||||||
---|---|---|---|---|---|---|---|---|---|
Cr | Ni | Cu | Zn | Cd | Pb | Mn | As | ||
无污染 No pollution | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 14.81 | 0 |
轻度污染 Light pollution | 0 | 0 | 0 | 100 | 0 | 62.96 | 96.30 | 81.48 | 0 |
中度污染 Moderate pollution | 33.33 | 0 | 0 | 0 | 0 | 37.04 | 3.70 | 3.71 | 0 |
重度污染 High pollution | 66.67 | 100 | 100 | 0 | 100 | 0 | 0 | 0 | 100 |
Table 4 Proportion of samples with different pollution levels %
污染级别 Pollution level | 单因子污染指数 Contamination factor | 污染负荷指数 Pollution load index | |||||||
---|---|---|---|---|---|---|---|---|---|
Cr | Ni | Cu | Zn | Cd | Pb | Mn | As | ||
无污染 No pollution | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 14.81 | 0 |
轻度污染 Light pollution | 0 | 0 | 0 | 100 | 0 | 62.96 | 96.30 | 81.48 | 0 |
中度污染 Moderate pollution | 33.33 | 0 | 0 | 0 | 0 | 37.04 | 3.70 | 3.71 | 0 |
重度污染 High pollution | 66.67 | 100 | 100 | 0 | 100 | 0 | 0 | 0 | 100 |
生态风险级别 Potential ecological risks | Cr | Ni | Cu | Zn | Cd | Pb | Mn | As |
---|---|---|---|---|---|---|---|---|
轻微生态风险 Light ecological risk | 100 | 0 | 7.41 | 100 | 0 | 100 | 100 | 96.30 |
中等生态风险 Moderate ecological risk | 0 | 25.93 | 33.33 | 0 | 0 | 0 | 0 | 3.70 |
较强生态风险 Highly ecological risk | 0 | 33.33 | 33.33 | 0 | 0 | 0 | 0 | 0 |
很强生态风险 High ecological risk | 0 | 25.93 | 18.52 | 0 | 0 | 0 | 0 | 0 |
极强生态风险 Serious ecological risk | 0 | 14.81 | 7.41 | 0 | 100 | 0 | 0 | 0 |
Table 5 Proportion of different risk levels based on the background value %
生态风险级别 Potential ecological risks | Cr | Ni | Cu | Zn | Cd | Pb | Mn | As |
---|---|---|---|---|---|---|---|---|
轻微生态风险 Light ecological risk | 100 | 0 | 7.41 | 100 | 0 | 100 | 100 | 96.30 |
中等生态风险 Moderate ecological risk | 0 | 25.93 | 33.33 | 0 | 0 | 0 | 0 | 3.70 |
较强生态风险 Highly ecological risk | 0 | 33.33 | 33.33 | 0 | 0 | 0 | 0 | 0 |
很强生态风险 High ecological risk | 0 | 25.93 | 18.52 | 0 | 0 | 0 | 0 | 0 |
极强生态风险 Serious ecological risk | 0 | 14.81 | 7.41 | 0 | 100 | 0 | 0 | 0 |
生态风险级别 Potential ecological risks | Cr | Ni | Cu | Zn | Cd | Pb | As |
---|---|---|---|---|---|---|---|
轻微生态风险 Light ecological risk | 100 | 0 | 18.52 | 100 | 0 | 100 | 100 |
中等生态风险 Moderate ecological risk | 0 | 25.93 | 33.33 | 0 | 0 | 0 | 0 |
较强生态风险 Highly ecological risk | 0 | 37.03 | 25.93 | 0 | 0 | 0 | 0 |
很强生态风险 High ecological risk | 0 | 25.93 | 14.81 | 0 | 0 | 0 | 0 |
极强生态风险 Serious ecological risk | 0 | 11.11 | 7.41 | 0 | 100 | 0 | 0 |
Table 6 Proportion of different risk levels based on national standards %
生态风险级别 Potential ecological risks | Cr | Ni | Cu | Zn | Cd | Pb | As |
---|---|---|---|---|---|---|---|
轻微生态风险 Light ecological risk | 100 | 0 | 18.52 | 100 | 0 | 100 | 100 |
中等生态风险 Moderate ecological risk | 0 | 25.93 | 33.33 | 0 | 0 | 0 | 0 |
较强生态风险 Highly ecological risk | 0 | 37.03 | 25.93 | 0 | 0 | 0 | 0 |
很强生态风险 High ecological risk | 0 | 25.93 | 14.81 | 0 | 0 | 0 | 0 |
极强生态风险 Serious ecological risk | 0 | 11.11 | 7.41 | 0 | 100 | 0 | 0 |
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