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Geochemical background and baseline values of heavy metals in soils in the Xiangjiang River Basin |
LU Jiang1,2( ), ZHU Li-Fen1,2, LUO Jian-Lan1,2, LIU Xian-Li1,2 |
1. Geophysical and Geochemical Survey Institute of Hunan Province, Changsha 410116, China 2. Hunan Provincial Key Laboratory of Geochemical Processes and Resource Environmental Effects, Changsha 410116, China |
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Abstract This study aims to investigate the geochemical background and baseline values of heavy metals in soils in the Xiangjiang River basin. Focusing on nine indicators, i.e., As, Cd, Cr, Cu, Hg, Pb, Zn, Ni, and pH, in both surface and subsurface soils and using methods such as iterative calculations, boxplot-based outlier removal, and content-area fractal analysis, this study investigated the background values in the soil environment within the basin' areas where multi-target geochemical survey had been conducted. Accordingly, the study discussed the factors influencing the geochemical background and baseline values of various stratigraphic units and soil types. The results indicate minimal differences in the results derived using these calculation methods. All methods consistently indicate that the background values of eight heavy metals exceed national averages, with those of Hg and Cd approaching twice the national background levels. This suggests that the Xiangjiang River basin has high geochemical background values of Hg and Cd. The background values of heavy metals in soils within the basin are closely related to parent rock types, with element enrichment levels and the number of elements enriched in soils generally increasing with a decrease in the age of strata, specifically for Cd. Across different soil types within the Xiangjiang River Basin, the geochemical background values of heavy metals are generally higher than their baseline values.The research results of this study provide an important basis for the ecological environment assessment and land planning of the Xiangjiang River Basin.
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Received: 22 April 2024
Published: 22 July 2025
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Schematic diagram of the location of the study area
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指标 | N | 原始数据 | 剔除离群样品后 | 中国土壤第二 环境背景值 | K | | CV1 | Xmin | Xmax | Me1 | | CV2 | Me2 | As | 18126 | 22.49 | 2.74 | 1.12 | 2665.40 | 14.40 | 14.81 | 0.50 | 13.34 | 9.1 | 1.63 | Cd | 18126 | 0.59 | 2.25 | 0.03 | 57.73 | 0.39 | 0.40 | 0.47 | 0.36 | 0.15 | 2.67 | Cr | 18126 | 81.85 | 0.43 | 2.20 | 949.10 | 79.00 | 78.84 | 0.32 | 78.20 | 63 | 1.25 | Cu | 18126 | 32.34 | 0.63 | 1.70 | 652.30 | 29.50 | 30.24 | 0.33 | 29.10 | 23 | 1.31 | Hg | 18126 | 0.18 | 1.22 | 0.01 | 8.68 | 0.14 | 0.14 | 0.40 | 0.13 | 0.05 | 2.80 | Ni | 18126 | 31.12 | 0.55 | 1.20 | 601.00 | 28.70 | 28.59 | 0.35 | 28.20 | 26 | 1.10 | Pb | 18126 | 55.67 | 1.83 | 2.5 | 4678.00 | 41.00 | 42.32 | 0.28 | 39.50 | 25 | 1.69 | Zn | 18126 | 108.36 | 0.88 | 19.00 | 4026.00 | 93.00 | 93.77 | 0.26 | 91.00 | 67 | 1.40 | pH | 18126 | | | 3.20 | 8.78 | 5.72 | | | 5.72 | | |
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Statistical of geochemical characteristics of heavy metal elements in surface soil
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元素 | N | 原始数据 | 剔除离群后 | 中国土壤第一 环境背景值 | K | | CV1 | Xmin | Xmax | Me1 | | CV2 | Me2 | As | 4522 | 20.48 | 1.58 | 0.63 | 702.47 | 14.04 | 14.78 | 0.51 | 13.24 | 9.5 | 1.55 | Cd | 4522 | 0.29 | 1.48 | 0.03 | 10.26 | 0.16 | 0.16 | 0.50 | 0.14 | 0.096 | 1.67 | Cr | 4522 | 82.26 | 0.62 | 6.00 | 1389.70 | 79.00 | 78.84 | 0.30 | 78.20 | 65 | 1.21 | Cu | 4522 | 28.36 | 0.62 | 1.10 | 448.80 | 26.00 | 26.76 | 0.32 | 25.80 | 22 | 1.22 | Hg | 4522 | 0.14 | 1.36 | 0.02 | 4.96 | 0.10 | 0.10 | 0.49 | 0.09 | 0.028 | 3.57 | Ni | 4522 | 33.00 | 0.50 | 3.10 | 229.40 | 30.20 | 30.45 | 0.35 | 29.70 | 28 | 1.09 | Pb | 4522 | 40.94 | 1.43 | 11.00 | 1654.00 | 31.75 | 33.13 | 0.28 | 31.00 | 23 | 1.44 | Zn | | 94.34 | 0.53 | 18.00 | 897.3 | 84.00 | 85.08 | 0.27 | 82.00 | 64 | 1.33 | pH | | | | 3.01 | 8.57 | 6.72 | | | 6.72 | | |
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Statistics of geochemical characteristics of heavy metal elements in deep soil
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元 素 | 最大值 /10-6 | 最小值 /10-6 | 平均值 /10-6 | 标准差 /10-6 | 异常下 限/10-6 | 偏度 | 峰度 | 剔除百分 数/10-6 | As | 37.38 | 0.63 | 14.78 | 7.53 | 29.85 | 0.85 | 3.31 | 8.51 | Cd | 0.39 | 0.03 | 0.16 | 0.08 | 0.32 | 0.89 | 3.13 | 16.54 | Cr | 150.60 | 7.40 | 78.84 | 23.97 | 126.78 | 0.05 | 3.61 | 1.97 | Cu | 52.20 | 2.00 | 26.76 | 8.49 | 43.74 | 0.42 | 3.39 | 2.52 | Hg | 0.25 | 0.02 | 0.10 | 0.05 | 0.20 | 0.87 | 3.15 | 9.31 | Ni | 62.60 | 3.10 | 30.45 | 10.73 | 51.92 | 0.38 | 3.31 | 4.58 | Pb | 61.10 | 11.00 | 33.13 | 9.43 | 52.00 | 0.84 | 3.13 | 7.74 | Zn | 155.00 | 18.00 | 85.08 | 23.33 | 131.75 | 0.57 | 3.31 | 6.08 |
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Iterative results of heavy metal elements in deep soil
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Box diagram of heavy metal elements in deep soil
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元素 | 最大值 /10-6 | 最小值 /10-6 | 平均值 /10-6 | 标准差 /10-6 | 异常下限 /10-6 | 剔除百分 数/% | As | 30.17 | 0.63 | 13.74 | 6.24 | 26.23 | 8.51 | Cd | 0.35 | 0.03 | 0.15 | 0.07 | 0.30 | 16.54 | Cr | 124.30 | 32.90 | 78.77 | 18.34 | 115.45 | 1.97 | Cu | 45.10 | 6.80 | 26.22 | 7.42 | 41.07 | 2.52 | Hg | 0.23 | 0.02 | 0.10 | 0.05 | 0.19 | 9.31 | Ni | 52.80 | 6.40 | 29.46 | 9.33 | 48.12 | 4.58 | Pb | 53.40 | 11.00 | 32.11 | 8.20 | 48.52 | 7.74 | Zn | 137.30 | 28.00 | 83.22 | 20.54 | 124.31 | 6.08 |
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The results of box plot method of heavy metal elements in deep soil
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Content-area double logarithmic distribution pattern of element content in deep soil
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计算方法 | 背景值/10-6 | As | Cd | Cr | Cu | Hg | Ni | Pb | Zn | C-A法 | 12.30 | 0.19 | 64 | 22 | 0.09 | 26.5 | 31.62 | 79.43 |
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The results of heavy metal elements in deep soil by C-A method
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计算方法 | 背景值/10-6 | As | Cd | Cr | Cu | Hg | Ni | Pb | Zn | C-A法 | 12.30 | 0.19 | 64 | 22 | 0.09 | 26.5 | 31.62 | 79.43 | 箱图剔除法 | 13.74 | 0.15 | 78.77 | 26.22 | 0.10 | 29.46 | 32.11 | 83.22 | 迭代法 | 14.78 | 0.16 | 78.84 | 26.76 | 0.10 | 30.45 | 33.13 | 85.08 | 全国土壤C层 | 11.5 | 0.084 | 60.8 | 23.1 | 0.044 | 28.6 | 24.7 | 71.1 | 湖南省背景值 | 14 | 0.098 | 68 | 26 | 0.096 | 32 | 27 | 94 |
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Comparison of background values determined by different calculation methods
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| 第四系 | 古近系 | 白垩系 | 侏罗系 | 三叠系 | 二叠系 | 石炭系 | 泥盆系 | 志留系 | 奥陶系 | 寒武系 | 震旦系 | 样本 数 | 背景值/10-6 | 597 | 140 | 2317 | 781 | 813 | 1848 | 1735 | 5639 | 614 | 837 | 763 | 460 | 基准值/10-6 | 148 | 34 | 571 | 197 | 205 | 456 | 399 | 1385 | 153 | 207 | 187 | 115 | As | 背景值/10-6 | 15.15 | 16.09 | 10.50 | 10.27 | 10.64 | 13.60 | 17.79 | 14.60 | 10.50 | 9.38 | 14.90 | 13.90 | 基准值/10-6 | 14.25 | 13.43 | 9.76 | 10.77 | 8.80 | 12.83 | 17.40 | 15.04 | 10.44 | 10.97 | 15.03 | 15.76 | 比值 | 1.06 | 1.20 | 1.08 | 0.95 | 1.21 | 1.06 | 1.02 | 0.97 | 1.01 | 0.86 | 0.99 | 0.88 | Cd | 背景值/10-6 | 0.40 | 0.41 | 0.39 | 0.28 | 0.34 | 0.42 | 0.48 | 0.38 | 0.25 | 0.24 | 0.24 | 0.22 | 基准值/10-6 | 0.09 | 0.10 | 0.13 | 0.11 | 0.13 | 0.13 | 0.21 | 0.16 | 0.12 | 0.12 | 0.13 | 0.11 | 比值 | 4.44 | 4.10 | 3.00 | 2.55 | 2.54 | 3.23 | 2.29 | 2.41 | 2.08 | 2.00 | 1.85 | 1.94 | Cr | 背景值/10-6 | 89.00 | 79.60 | 72.60 | 40.00 | 56.50 | 91.00 | 97.70 | 79.70 | 53.00 | 69.60 | 78.00 | 82.70 | 基准值/10-6 | 83.00 | 74.90 | 70.20 | 44.60 | 53.15 | 87.00 | 89.00 | 81.00 | 57.00 | 73.70 | 79.00 | 89.00 | 比值 | 1.07 | 1.06 | 1.03 | 0.90 | 1.06 | 1.05 | 1.10 | 0.98 | 0.93 | 0.94 | 0.99 | 0.93 | Cu | 背景值/10-6 | 28.50 | 31.55 | 28.93 | 20.20 | 26.80 | 35.80 | 31.60 | 28.70 | 24.00 | 27.20 | 30.30 | 32.00 | 基准值/10-6 | 23.70 | 23.60 | 23.80 | 17.00 | 21.00 | 28.00 | 26.30 | 27.00 | 22.40 | 27.00 | 28.80 | 31.80 | 比值 | 1.20 | 1.34 | 1.22 | 1.19 | 1.28 | 1.28 | 1.20 | 1.06 | 1.07 | 1.01 | 1.05 | 1.01 | Hg | 背景值/10-6 | 0.13 | 0.12 | 0.10 | 0.11 | 0.11 | 0.14 | 0.17 | 0.15 | 0.10 | 0.11 | 0.13 | 0.14 | 基准值/10-6 | 0.06 | 0.06 | 0.06 | 0.08 | 0.08 | 0.08 | 0.13 | 0.12 | 0.08 | 0.09 | 0.12 | 0.11 | 比值 | 2.10 | 1.86 | 1.67 | 1.38 | 1.49 | 1.71 | 1.34 | 1.30 | 1.26 | 1.23 | 1.16 | 1.19 | Ni | 背景值/10-6 | 28.10 | 26.10 | 25.10 | 14.00 | 20.30 | 31.20 | 33.98 | 28.50 | 22.16 | 28.94 | 30.53 | 32.20 | 基准值/10-6 | 27.60 | 25.80 | 24.80 | 16.30 | 20.10 | 32.10 | 34.80 | 31.60 | 23.63 | 31.39 | 31.70 | 34.05 | 比值 | 1.02 | 1.01 | 1.01 | 0.86 | 1.01 | 0.97 | 0.98 | 0.90 | 0.94 | 0.92 | 0.96 | 0.95 | Pb | 背景值/10-6 | 38.20 | 38.50 | 36.00 | 56.70 | 49.25 | 40.10 | 40.50 | 39.50 | 49.00 | 36.40 | 39.00 | 34.00 | 基准值/10-6 | 28.70 | 27.50 | 26.30 | 44.40 | 39.20 | 28.40 | 32.00 | 32.00 | 39.40 | 31.55 | 32.80 | 30.00 | 比值 | 1.33 | 1.40 | 1.37 | 1.28 | 1.26 | 1.41 | 1.27 | 1.23 | 1.24 | 1.15 | 1.19 | 1.13 | Zn | 背景值/10-6 | 88.00 | 89.00 | 82.00 | 88.00 | 95.00 | 94.00 | 104.0 | 93.00 | 86.00 | 88.00 | 88.00 | 83.00 | 基准值/10-6 | 74.00 | 64.00 | 67.00 | 78.00 | 82.00 | 81.00 | 92.00 | 87.00 | 79.00 | 87.00 | 88.00 | 84.00 | 比值 | 1.19 | 1.39 | 1.22 | 1.13 | 1.16 | 1.16 | 1.13 | 1.07 | 1.09 | 1.01 | 1.00 | 0.99 | pH | 背景值 | 5.78 | 6.25 | 6.19 | 5.26 | 5.41 | 5.47 | 7.19 | 6.39 | 5.13 | 4.98 | 5.01 | 5.00 | 基准值 | 6.51 | 6.94 | 7.01 | 5.95 | 6.36 | 6.63 | 7.51 | 7.02 | 5.50 | 5.43 | 5.34 | 5.37 | 比值 | 0.89 | 0.90 | 0.88 | 0.88 | 0.85 | 0.83 | 0.96 | 0.91 | 0.93 | 0.92 | 0.94 | 0.93 |
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Soil reference value and background value of stratigraphic unitsub-area in Xiangjiang River Basin
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土壤类型 | 潮土 | 粗骨土 | 红壤 | 红黏土 | 黄壤 | 黄棕壤 | 山地草甸土 | 石灰土 | 水稻土 | 紫色土 | 样本 数 | 背景值/10-6 | 16 | 90 | 9311 | 10 | 1169 | 575 | 56 | 509 | 5191 | 995 | 基准值/10-6 | 4 | 22 | 2328 | 3 | 292 | 143 | 14 | 127 | 1297 | 248 | As | 背景值/10-6 | 26.80 | 9.08 | 13.50 | 17.09 | 12.51 | 13.98 | 13.13 | 15.70 | 13.79 | 9.52 | 基准值/10-6 | 26.64 | 8.66 | 13.36 | 13.43 | 13.70 | 15.64 | 14.49 | 16.34 | 13.30 | 8.63 | 比值 | 1.01 | 1.05 | 1.01 | 1.27 | 0.91 | 0.89 | 0.91 | 0.96 | 1.04 | 1.10 | Cd | 背景值/10-6 | 0.76 | 0.38 | 0.36 | 0.55 | 0.22 | 0.19 | 0.18 | 0.44 | 0.40 | 0.40 | 基准值/10-6 | 0.08 | 0.10 | 0.14 | 0.08 | 0.12 | 0.11 | 0.11 | 0.20 | 0.14 | 0.15 | 比值 | 9.50 | 3.78 | 2.54 | 7.08 | 1.87 | 1.67 | 1.60 | 2.22 | 2.88 | 2.67 | Cr | 背景值/10-6 | 81.00 | 62.55 | 79.00 | 91.00 | 66.90 | 68.20 | 39.60 | 88.30 | 82.30 | 68.80 | 基准值/10-6 | 83.00 | 49.85 | 79.00 | 82.70 | 72.00 | 72.30 | 54.10 | 88.10 | 79.50 | 67.40 | 比值 | 0.98 | 1.25 | 1.00 | 1.10 | 0.93 | 0.94 | 0.73 | 1.00 | 1.04 | 1.02 | Cu | 背景值/10-6 | 33.10 | 27.75 | 29.00 | 30.55 | 26.00 | 26.80 | 23.00 | 32.15 | 29.90 | 28.40 | 基准值/10-6 | 31.50 | 19.90 | 26.00 | 21.70 | 25.00 | 25.50 | 24.00 | 30.00 | 25.30 | 24.30 | 比值 | 1.05 | 1.39 | 1.12 | 1.41 | 1.04 | 1.05 | 0.96 | 1.07 | 1.18 | 1.17 | Hg | 背景值/10-6 | 0.16 | 0.11 | 0.13 | 0.14 | 0.12 | 0.14 | 0.13 | 0.16 | 0.14 | 0.09 | 基准值/10-6 | 0.14 | 0.05 | 0.10 | 0.08 | 0.11 | 0.12 | 0.13 | 0.14 | 0.08 | 0.06 | 比值 | 1.16 | 2.24 | 1.40 | 1.74 | 1.13 | 1.14 | 0.99 | 1.18 | 1.69 | 1.47 | Ni | 背景值/10-6 | 26.90 | 20.70 | 28.30 | 24.50 | 26.00 | 25.50 | 20.05 | 33.00 | 28.57 | 25.31 | 基准值/10-6 | 27.60 | 18.40 | 30.30 | 23.70 | 27.80 | 28.05 | 19.60 | 37.20 | 29.50 | 25.20 | 比值 | 0.97 | 1.13 | 0.93 | 1.03 | 0.94 | 0.91 | 1.02 | 0.89 | 0.97 | 1.00 | Pb | 背景值/10-6 | 56.80 | 50.95 | 39.50 | 37.85 | 40.50 | 42.40 | 49.00 | 41.60 | 39.80 | 36.00 | 基准值/10-6 | 34.40 | 40.40 | 31.00 | 23.90 | 36.00 | 36.00 | 35.00 | 34.80 | 30.10 | 26.50 | 比值 | 1.65 | 1.26 | 1.27 | 1.58 | 1.13 | 1.18 | 1.40 | 1.20 | 1.32 | 1.36 | Zn | 背景值/10-6 | 128.00 | 90.00 | 92.00 | 87.00 | 87.00 | 84.00 | 84.50 | 104.00 | 93.00 | 81.00 | 基准值/10-6 | 84.00 | 76.45 | 84.00 | 63.50 | 87.70 | 84.10 | 81.50 | 97.35 | 80.50 | 66.90 | 比值 | 1.52 | 1.18 | 1.10 | 1.37 | 0.99 | 1.00 | 1.04 | 1.07 | 1.16 | 1.21 | pH | 背景值 | 6.94 | 5.38 | 5.59 | 6.53 | 5.05 | 4.97 | 5.15 | 7.18 | 6.21 | 6.74 | 基准值 | 6.67 | 6.76 | 6.65 | 5.96 | 5.40 | 5.17 | 5.59 | 7.49 | 6.98 | 7.09 | 比值 | 1.04 | 0.80 | 0.84 | 1.09 | 0.94 | 0.96 | 0.92 | 0.96 | 0.89 | 0.95 |
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Soil reference value and background value of soil type sub-region in Xiangjiang River Basin
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