Journal of Desert Research ›› 2021, Vol. 41 ›› Issue (2): 109-119.DOI: 10.7522/j.issn.1000-694X.2020.00109
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Jianhua He(), Wenhua Qin, Jiabing Guo, Peiyuan Chen, Jinzhu Ma
Received:
2020-06-26
Revised:
2020-10-15
Online:
2021-03-20
Published:
2021-03-26
CLC Number:
Jianhua He, Wenhua Qin, Jiabing Guo, Peiyuan Chen, Jinzhu Ma. The characteristics of groundwater trace elements and its controlling factors in Dunhuang Oasis[J]. Journal of Desert Research, 2021, 41(2): 109-119.
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URL: http://www.desert.ac.cn/EN/10.7522/j.issn.1000-694X.2020.00109
统计项 | 地下水(n=19) | 地表水(n=4) | WHO 限值 | 中国Ⅲ类 水限值 | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|
最低 | 最高 | 平均 | 变异系数/% | 最低 | 最高 | 平均 | 变异系数/% | ||||
微 量 元 素 | Be | 1.51 | 6.85 | 3.95 | 44.04 | 2.00 | 3.10 | 2.53 | 22.93 | 0.2 | ≤2 |
Sc | 1.56 | 6.71 | 3.79 | 107.70 | 1.70 | 2.55 | 2.06 | 19.57 | |||
V | 2.03 | 92.60 | 23.87 | 86.57 | 4.49 | 15.00 | 9.79 | 44.82 | |||
Cr | 9.73 | 80.00 | 40.19 | 43.11 | 18.40 | 23.40 | 21.02 | 11.47 | 50 | ≤50 | |
Co | 0.09 | 0.62 | 0.23 | 56.73 | 0.06 | 0.26 | 0.16 | 56.19 | ≤50 | ||
Ni | 4.53 | 21.50 | 8.07 | 49.64 | 2.67 | 5.03 | 3.70 | 27.39 | 20 | ≤20 | |
Cu | 16.90 | 70.60 | 32.64 | 43.48 | 13.30 | 22.10 | 17.12 | 24.97 | 2 000 | ≤1 000 | |
Zn | 10.80 | 47.90 | 28.50 | 37.16 | 13.10 | 19.10 | 15.67 | 17.51 | 3 000 | ≤1 000 | |
Rb | 0.89 | 5.62 | 2.64 | 51.89 | 1.31 | 1.96 | 1.62 | 17.61 | |||
Sr | 542 | 4586 | 2217 | 54.05 | 571 | 1 388 | 889 | 42.15 | |||
Ba | 12.10 | 74.30 | 31.53 | 44.40 | 31.30 | 65.30 | 49.53 | 29.87 | 700 | ≤700 | |
Mo | 1.80 | 37.20 | 8.77 | 95.55 | 3.56 | 5.59 | 4.51 | 21.34 | 70 | ≤70 | |
U | 6.09 | 40.80 | 22.29 | 46.16 | 4.99 | 19.40 | 10.59 | 61.47 | 10 | ||
Pb | 0.07 | 0.36 | 0.16 | 46.87 | 0.07 | 0.26 | 0.14 | 63.34 | ≤10 | ||
pH | 6.82 | 8.30 | 7.66 | 5.00 | 7.95 | 8.60 | 8.35 | 3.56 | 6.5—8.5 | ||
EC | 733 | 4 330 | 1 834 | 50.91 | 614 | 1419 | 930 | 39.14 |
Table 1 Physical and chemical parameters and trace element statistics of groundwater and surface water
统计项 | 地下水(n=19) | 地表水(n=4) | WHO 限值 | 中国Ⅲ类 水限值 | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|
最低 | 最高 | 平均 | 变异系数/% | 最低 | 最高 | 平均 | 变异系数/% | ||||
微 量 元 素 | Be | 1.51 | 6.85 | 3.95 | 44.04 | 2.00 | 3.10 | 2.53 | 22.93 | 0.2 | ≤2 |
Sc | 1.56 | 6.71 | 3.79 | 107.70 | 1.70 | 2.55 | 2.06 | 19.57 | |||
V | 2.03 | 92.60 | 23.87 | 86.57 | 4.49 | 15.00 | 9.79 | 44.82 | |||
Cr | 9.73 | 80.00 | 40.19 | 43.11 | 18.40 | 23.40 | 21.02 | 11.47 | 50 | ≤50 | |
Co | 0.09 | 0.62 | 0.23 | 56.73 | 0.06 | 0.26 | 0.16 | 56.19 | ≤50 | ||
Ni | 4.53 | 21.50 | 8.07 | 49.64 | 2.67 | 5.03 | 3.70 | 27.39 | 20 | ≤20 | |
Cu | 16.90 | 70.60 | 32.64 | 43.48 | 13.30 | 22.10 | 17.12 | 24.97 | 2 000 | ≤1 000 | |
Zn | 10.80 | 47.90 | 28.50 | 37.16 | 13.10 | 19.10 | 15.67 | 17.51 | 3 000 | ≤1 000 | |
Rb | 0.89 | 5.62 | 2.64 | 51.89 | 1.31 | 1.96 | 1.62 | 17.61 | |||
Sr | 542 | 4586 | 2217 | 54.05 | 571 | 1 388 | 889 | 42.15 | |||
Ba | 12.10 | 74.30 | 31.53 | 44.40 | 31.30 | 65.30 | 49.53 | 29.87 | 700 | ≤700 | |
Mo | 1.80 | 37.20 | 8.77 | 95.55 | 3.56 | 5.59 | 4.51 | 21.34 | 70 | ≤70 | |
U | 6.09 | 40.80 | 22.29 | 46.16 | 4.99 | 19.40 | 10.59 | 61.47 | 10 | ||
Pb | 0.07 | 0.36 | 0.16 | 46.87 | 0.07 | 0.26 | 0.14 | 63.34 | ≤10 | ||
pH | 6.82 | 8.30 | 7.66 | 5.00 | 7.95 | 8.60 | 8.35 | 3.56 | 6.5—8.5 | ||
EC | 733 | 4 330 | 1 834 | 50.91 | 614 | 1419 | 930 | 39.14 |
元素 | 浅层水(N=11) | 深层水(N=8) | ||||
---|---|---|---|---|---|---|
最低 | 最高 | 平均 | 最低 | 最高 | 平均 | |
Be | 2.36 | 7.04 | 4.50 | 1.51 | 6.35 | 3.41 |
Sc | 2.87 | 20.90 | 5.51 | 1.56 | 6.71 | 3.49 |
V | 8.20 | 92.60 | 24.82 | 2.03 | 39.30 | 20.24 |
Cr | 23.60 | 80.00 | 44.11 | 9.73 | 56.00 | 32.27 |
Co | 0.13 | 0.44 | 0.23 | 0.09 | 0.62 | 0.23 |
Ni | 3.99 | 21.50 | 7.30 | 5.88 | 12.70 | 8.30 |
Cu | 16.90 | 70.60 | 28.64 | 21.10 | 49.60 | 34.85 |
Zn | 17.90 | 47.90 | 26.72 | 10.80 | 45.10 | 28.45 |
Rb | 0.89 | 5.45 | 2.45 | 1.32 | 5.62 | 3.03 |
Sr | 940 | 4586 | 2114 | 542 | 3825 | 2067 |
Ba | 12.10 | 74.30 | 32.04 | 12.40 | 54.40 | 31.41 |
Mo | 2.18 | 37.20 | 11.73 | 1.80 | 8.29 | 4.46 |
U | 10.40 | 40.80 | 21.18 | 6.09 | 40.30 | 22.46 |
Pb | 0.07 | 0.21 | 0.12 | 0.10 | 0.36 | 0.20 |
Table 2 The trace element statistics of shallow groundwater and deep groundwater
元素 | 浅层水(N=11) | 深层水(N=8) | ||||
---|---|---|---|---|---|---|
最低 | 最高 | 平均 | 最低 | 最高 | 平均 | |
Be | 2.36 | 7.04 | 4.50 | 1.51 | 6.35 | 3.41 |
Sc | 2.87 | 20.90 | 5.51 | 1.56 | 6.71 | 3.49 |
V | 8.20 | 92.60 | 24.82 | 2.03 | 39.30 | 20.24 |
Cr | 23.60 | 80.00 | 44.11 | 9.73 | 56.00 | 32.27 |
Co | 0.13 | 0.44 | 0.23 | 0.09 | 0.62 | 0.23 |
Ni | 3.99 | 21.50 | 7.30 | 5.88 | 12.70 | 8.30 |
Cu | 16.90 | 70.60 | 28.64 | 21.10 | 49.60 | 34.85 |
Zn | 17.90 | 47.90 | 26.72 | 10.80 | 45.10 | 28.45 |
Rb | 0.89 | 5.45 | 2.45 | 1.32 | 5.62 | 3.03 |
Sr | 940 | 4586 | 2114 | 542 | 3825 | 2067 |
Ba | 12.10 | 74.30 | 32.04 | 12.40 | 54.40 | 31.41 |
Mo | 2.18 | 37.20 | 11.73 | 1.80 | 8.29 | 4.46 |
U | 10.40 | 40.80 | 21.18 | 6.09 | 40.30 | 22.46 |
Pb | 0.07 | 0.21 | 0.12 | 0.10 | 0.36 | 0.20 |
主成分 | PC1 | PC2 | PC3 | PC4 |
---|---|---|---|---|
pH | -0.259 | 0.863 | -0.140 | -0.025 |
Be | 0.488 | 0.716 | -0.082 | 0.247 |
Sc | 0.124 | 0.719 | 0.362 | 0.365 |
V | 0.927 | 0.118 | -0.184 | 0.033 |
Cr | 0.774 | 0.195 | -0.152 | 0.082 |
Co | 0.739 | 0.081 | 0.393 | -0.113 |
Ni | 0.881 | -0.224 | -0.088 | 0.185 |
Cu | 0.882 | -0.210 | -0.252 | 0.049 |
Zn | 0.814 | 0.043 | -0.058 | -0.170 |
Rb | 0.463 | 0.078 | 0.301 | 0.485 |
Sr | 0.841 | -0.008 | -0.068 | -0.331 |
Ba | -0.127 | 0.031 | 0.851 | -0.265 |
Mo | 0.514 | 0.213 | -0.130 | -0.578 |
U | 0.677 | -0.224 | 0.563 | -0.139 |
Pb | 0.296 | -0.575 | 0.049 | 0.538 |
特征值 | 6.289 | 2.361 | 1.598 | 1.338 |
方差贡献率/% | 41.924 | 15.743 | 10.650 | 8.922 |
累积方差贡献率/% | 41.924 | 57.667 | 68.318 | 77.240 |
Table 3 Principal component loadings and explained variance for the components
主成分 | PC1 | PC2 | PC3 | PC4 |
---|---|---|---|---|
pH | -0.259 | 0.863 | -0.140 | -0.025 |
Be | 0.488 | 0.716 | -0.082 | 0.247 |
Sc | 0.124 | 0.719 | 0.362 | 0.365 |
V | 0.927 | 0.118 | -0.184 | 0.033 |
Cr | 0.774 | 0.195 | -0.152 | 0.082 |
Co | 0.739 | 0.081 | 0.393 | -0.113 |
Ni | 0.881 | -0.224 | -0.088 | 0.185 |
Cu | 0.882 | -0.210 | -0.252 | 0.049 |
Zn | 0.814 | 0.043 | -0.058 | -0.170 |
Rb | 0.463 | 0.078 | 0.301 | 0.485 |
Sr | 0.841 | -0.008 | -0.068 | -0.331 |
Ba | -0.127 | 0.031 | 0.851 | -0.265 |
Mo | 0.514 | 0.213 | -0.130 | -0.578 |
U | 0.677 | -0.224 | 0.563 | -0.139 |
Pb | 0.296 | -0.575 | 0.049 | 0.538 |
特征值 | 6.289 | 2.361 | 1.598 | 1.338 |
方差贡献率/% | 41.924 | 15.743 | 10.650 | 8.922 |
累积方差贡献率/% | 41.924 | 57.667 | 68.318 | 77.240 |
Be | Sc | V | Cr | Co | Ni | Cu | Zn | Rb | Sr | Ba | Mo | U | Pb | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Be | 1.00 | |||||||||||||
Sc | 0.54 | 1.00 | ||||||||||||
V | 0.49 | 0.12 | 1.00 | |||||||||||
Cr | 0.62 | 0.14 | 0.75 | 1.00 | ||||||||||
Co | 0.38 | 0.35 | 0.54 | 0.49 | 1.00 | |||||||||
Ni | 0.29 | -0.01 | 0.87 | 0.56 | 0.51 | 1.00 | ||||||||
Cu | 0.30 | -0.06 | 0.83 | 0.53 | 0.54 | 0.90 | 1.00 | |||||||
Zn | 0.42 | -0.02 | 0.74 | 0.56 | 0.62 | 0.67 | 0.78 | 1.00 | ||||||
Rb | 0.25 | 0.31 | 0.53 | 0.32 | 0.17 | 0.51 | 0.31 | 0.18 | 1.00 | |||||
Sr | 0.36 | -0.05 | 0.72 | 0.67 | 0.59 | 0.62 | 0.73 | 0.69 | 0.24 | 1.00 | ||||
Ba | -0.09 | 0.13 | -0.27 | -0.29 | 0.16 | -0.15 | -0.29 | -0.06 | 0.09 | -0.08 | 1.00 | |||
Mo | 0.19 | 0.06 | 0.55 | 0.30 | 0.41 | 0.40 | 0.44 | 0.30 | 0.06 | 0.59 | -0.02 | 1.00 | ||
U | 0.07 | 0.05 | 0.51 | 0.49 | 0.70 | 0.50 | 0.41 | 0.55 | 0.39 | 0.58 | 0.32 | 0.21 | 1.00 | |
Pb | -0.05 | -0.12 | 0.13 | 0.08 | 0.29 | 0.48 | 0.44 | 0.10 | 0.14 | 0.10 | -0.12 | -0.21 | 0.21 | 1.00 |
Table 4 Pearson correlation coefficient matrix of trace elements
Be | Sc | V | Cr | Co | Ni | Cu | Zn | Rb | Sr | Ba | Mo | U | Pb | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Be | 1.00 | |||||||||||||
Sc | 0.54 | 1.00 | ||||||||||||
V | 0.49 | 0.12 | 1.00 | |||||||||||
Cr | 0.62 | 0.14 | 0.75 | 1.00 | ||||||||||
Co | 0.38 | 0.35 | 0.54 | 0.49 | 1.00 | |||||||||
Ni | 0.29 | -0.01 | 0.87 | 0.56 | 0.51 | 1.00 | ||||||||
Cu | 0.30 | -0.06 | 0.83 | 0.53 | 0.54 | 0.90 | 1.00 | |||||||
Zn | 0.42 | -0.02 | 0.74 | 0.56 | 0.62 | 0.67 | 0.78 | 1.00 | ||||||
Rb | 0.25 | 0.31 | 0.53 | 0.32 | 0.17 | 0.51 | 0.31 | 0.18 | 1.00 | |||||
Sr | 0.36 | -0.05 | 0.72 | 0.67 | 0.59 | 0.62 | 0.73 | 0.69 | 0.24 | 1.00 | ||||
Ba | -0.09 | 0.13 | -0.27 | -0.29 | 0.16 | -0.15 | -0.29 | -0.06 | 0.09 | -0.08 | 1.00 | |||
Mo | 0.19 | 0.06 | 0.55 | 0.30 | 0.41 | 0.40 | 0.44 | 0.30 | 0.06 | 0.59 | -0.02 | 1.00 | ||
U | 0.07 | 0.05 | 0.51 | 0.49 | 0.70 | 0.50 | 0.41 | 0.55 | 0.39 | 0.58 | 0.32 | 0.21 | 1.00 | |
Pb | -0.05 | -0.12 | 0.13 | 0.08 | 0.29 | 0.48 | 0.44 | 0.10 | 0.14 | 0.10 | -0.12 | -0.21 | 0.21 | 1.00 |
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