生态环境学报 ›› 2024, Vol. 33 ›› Issue (8): 1269-1278.DOI: 10.16258/j.cnki.1674-5906.2024.08.011
欧阳美凤1(), 尹宇莹2, 张金谌3, 刘清霖3, 谢意南3, 方平1
收稿日期:
2024-03-29
出版日期:
2024-08-18
发布日期:
2024-09-25
作者简介:
欧阳美凤(1984年生),女,工程师,硕士,主要从事湖泊水生态环境研究。E-mail: 443020330@qq.com
基金资助:
OUYANG Meifeng1(), YIN Yuying2, ZHANG Jinchen3, LIU Qinglin3, XIE Yinan3, FANG Ping1
Received:
2024-03-29
Online:
2024-08-18
Published:
2024-09-25
摘要:
2016年12月选取洞庭湖及其8个入湖口为研究区域,对上覆水、悬浮物和沉积物中铜(Cu)、锌(Zn)、铅(Pb)、镉(Cd)、镍(Ni)、铬(Cr)、锰(Mn)、钴(Co)、钒(V)和铊(Tl)进行了采样分析,研究了悬浮物和沉积物中重金属含量的空间分布特征,并采用相关性分析和主成分分析对其来源进行了解析。结果表明,上覆水、悬浮物和沉积物中重金属含量分别在0.02-180 μg∙L−1、0.01-486 μg∙L−1和0.10-1451 mg∙kg−1之间。研究期内虽上覆水平均水质优于地表水Ⅲ类,但6个断面出现Mn元素超标,断面超标率达30%。悬浮物中大部分元素平均含量为背景值的23.4-154倍,Cr、Cd和Mn富集程度较高。沉积物中Cd为主要污染物,平均含量为背景值的64.2倍。入湖口悬浮物中松滋口(S5)的Cu、资江(S2)的Cd、新墙河(S7)的Zn、Pb、Mn和Tl以及澧水(S4)的Ni、Co和V含量最高;湖体悬浮物中大部分元素平均含量呈东洞庭湖>南洞庭湖>西洞庭湖分布,元素Mn和Co有所不同。入湖口沉积物中长江来水(S5)的V、湘江(S1)的Cu、Zn、Pb、Cd、Ni、Cr、Mn、Co和Tl含量最高;湖体沉积物中大部分元素平均含量呈南洞庭湖>西洞庭湖>东洞庭湖分布,元素Pb有所不同。悬浮物和沉积物中重金属含量空间分布存在不一致性。源解析表明,洞庭湖典型水域重金属主要来源于四水、汨罗江、新墙河和松滋河流域采矿、冶炼和造纸等行业含重金属的废水排放,在东洞庭湖和南洞庭湖部分区域则叠加了船舶采砂作业的影响。此外,Mn元素在鹿角、南嘴和蒋家嘴断面受码头污染的影响;Cu、Zn、Pb、Cr和V元素在东洞庭湖受农业面源污染的影响;Pb、Zn、Cd、Tl和Co元素受城市生活污水排放的影响;Cd、Ni、Cr和Co元素受流域风化等自然因素的影响。
中图分类号:
欧阳美凤, 尹宇莹, 张金谌, 刘清霖, 谢意南, 方平. 洞庭湖典型水域重金属含量的空间分布与来源解析[J]. 生态环境学报, 2024, 33(8): 1269-1278.
OUYANG Meifeng, YIN Yuying, ZHANG Jinchen, LIU Qinglin, XIE Yinan, FANG Ping. Spatial Distribution Characteristics and Source Analysis of Heavy Metals in Typical Water Areas of Dongting Lake[J]. Ecology and Environment, 2024, 33(8): 1269-1278.
介质 | 数据类型 | Cu | Zn | Pb | Cd | Ni | Cr | Mn | Co | V | Tl |
---|---|---|---|---|---|---|---|---|---|---|---|
上覆水 | 最小值 | 1.82 | 5.02 | 0.46 | 0.04 | 0.64 | 0.19 | 4.33 | 0.08 | 0.98 | 0.02 |
最大值 | 33.2 | 20.8 | 1.05 | 0.21 | 3.28 | 0.62 | 180 | 1.89 | 3.11 | 0.07 | |
四水平均 | 4.53 | 11.5 | 0.56 | 0.13 | 1.04 | 0.31 | 30.8 | 0.14 | 1.32 | 0.03 | |
长江来水 | 12.6 | 14.8 | 0.49 | 0.07 | 1.53 | 0.48 | 4.33 | 0.14 | 2.54 | 0.02 | |
区间平均 | 15.9 | 11.6 | 0.83 | 0.08 | 1.70 | 0.25 | 87.8 | 0.82 | 1.32 | 0.04 | |
东洞庭湖 | 5.90 | 9.24 | 0.92 | 0.09 | 2.08 | 0.33 | 88.1 | 0.30 | 2.56 | 0.05 | |
南洞庭湖 | 4.74 | 8.02 | 0.93 | 0.11 | 1.49 | 0.51 | 90.2 | 0.28 | 1.61 | 0.04 | |
西洞庭湖 | 2.35 | 5.95 | 0.63 | 0.07 | 0.80 | 0.52 | 25.0 | 0.13 | 1.61 | 0.03 | |
全湖平均 | 4.72 | 8.11 | 0.85 | 0.09 | 1.61 | 0.42 | 72.8 | 0.25 | 2.09 | 0.04 | |
地表水环境质量标准1) | 1000 | 1000 | 50 | 5 | 20 | 50 | 100 | 1000 | 50 | 0.1 | |
洞庭湖水系过滤水背景值 | 1.00 | 4.00 | 1.00 | 0.06 | 0.38 | 0.89 | 4.00 | 0.05 | - | - |
表1 洞庭湖典型水域上覆水中重金属的质量浓度
Table 1 Heavy metal content in the overlying water in typical areas of Dongting Lake μg?L?1
介质 | 数据类型 | Cu | Zn | Pb | Cd | Ni | Cr | Mn | Co | V | Tl |
---|---|---|---|---|---|---|---|---|---|---|---|
上覆水 | 最小值 | 1.82 | 5.02 | 0.46 | 0.04 | 0.64 | 0.19 | 4.33 | 0.08 | 0.98 | 0.02 |
最大值 | 33.2 | 20.8 | 1.05 | 0.21 | 3.28 | 0.62 | 180 | 1.89 | 3.11 | 0.07 | |
四水平均 | 4.53 | 11.5 | 0.56 | 0.13 | 1.04 | 0.31 | 30.8 | 0.14 | 1.32 | 0.03 | |
长江来水 | 12.6 | 14.8 | 0.49 | 0.07 | 1.53 | 0.48 | 4.33 | 0.14 | 2.54 | 0.02 | |
区间平均 | 15.9 | 11.6 | 0.83 | 0.08 | 1.70 | 0.25 | 87.8 | 0.82 | 1.32 | 0.04 | |
东洞庭湖 | 5.90 | 9.24 | 0.92 | 0.09 | 2.08 | 0.33 | 88.1 | 0.30 | 2.56 | 0.05 | |
南洞庭湖 | 4.74 | 8.02 | 0.93 | 0.11 | 1.49 | 0.51 | 90.2 | 0.28 | 1.61 | 0.04 | |
西洞庭湖 | 2.35 | 5.95 | 0.63 | 0.07 | 0.80 | 0.52 | 25.0 | 0.13 | 1.61 | 0.03 | |
全湖平均 | 4.72 | 8.11 | 0.85 | 0.09 | 1.61 | 0.42 | 72.8 | 0.25 | 2.09 | 0.04 | |
地表水环境质量标准1) | 1000 | 1000 | 50 | 5 | 20 | 50 | 100 | 1000 | 50 | 0.1 | |
洞庭湖水系过滤水背景值 | 1.00 | 4.00 | 1.00 | 0.06 | 0.38 | 0.89 | 4.00 | 0.05 | - | - |
介质 | 数据类型 | Cu | Zn | Pb | Cd | Ni | Cr | Mn | Co | V | Tl |
---|---|---|---|---|---|---|---|---|---|---|---|
悬浮物 | 最小值 | 2.3 | 12.8 | 3.0 | 0.01 | 2.6 | 8.3 | 97.7 | 1.1 | 8.61 | 0.04 |
最大值 | 29.4 | 78.1 | 38.0 | 0.95 | 35.8 | 86.7 | 486 | 23.8 | 117.9 | 0.54 | |
四水平均 | 6.2 | 26.8 | 6.5 | 0.38 | 6.4 | 16.0 | 291 | 3.5 | 18.5 | 0.08 | |
长江来水 | 29.4 | 22.2 | 5.4 | 0.01 | 3.1 | 9.8 | 97.7 | 1.8 | 10.8 | 0.06 | |
区间平均 | 19.8 | 29.1 | 7.2 | 0.06 | 5.6 | 14.9 | 293 | 2.9 | 20.3 | 0.10 | |
东洞庭湖 | 22.1 | 58.2 | 26.9 | 0.63 | 24.6 | 58.3 | 444 | 10.2 | 77.5 | 0.37 | |
南洞庭湖 | 7.7 | 29.9 | 11.3 | 0.40 | 9.4 | 23.7 | 225 | 11.0 | 30.0 | 0.14 | |
西洞庭湖 | 4.0 | 16.0 | 4.1 | 0.04 | 5.5 | 14.5 | 267 | 3.5 | 19.1 | 0.08 | |
全湖平均 | 14.0 | 35.2 | 13.0 | 0.34 | 11.9 | 29.2 | 314 | 6.5 | 37.9 | 0.18 | |
洞庭湖水系悬浮物背景值 | 0.31 | 1.50 | 0.30 | 0.0043 | 0.38 | 0.19 | 4.45 | - | - | - |
表2 洞庭湖典型水域悬浮物中重金属的质量浓度
Table 2 The content of heavy metals in suspended solids in typical areas of Dongting Lake μg?L?1
介质 | 数据类型 | Cu | Zn | Pb | Cd | Ni | Cr | Mn | Co | V | Tl |
---|---|---|---|---|---|---|---|---|---|---|---|
悬浮物 | 最小值 | 2.3 | 12.8 | 3.0 | 0.01 | 2.6 | 8.3 | 97.7 | 1.1 | 8.61 | 0.04 |
最大值 | 29.4 | 78.1 | 38.0 | 0.95 | 35.8 | 86.7 | 486 | 23.8 | 117.9 | 0.54 | |
四水平均 | 6.2 | 26.8 | 6.5 | 0.38 | 6.4 | 16.0 | 291 | 3.5 | 18.5 | 0.08 | |
长江来水 | 29.4 | 22.2 | 5.4 | 0.01 | 3.1 | 9.8 | 97.7 | 1.8 | 10.8 | 0.06 | |
区间平均 | 19.8 | 29.1 | 7.2 | 0.06 | 5.6 | 14.9 | 293 | 2.9 | 20.3 | 0.10 | |
东洞庭湖 | 22.1 | 58.2 | 26.9 | 0.63 | 24.6 | 58.3 | 444 | 10.2 | 77.5 | 0.37 | |
南洞庭湖 | 7.7 | 29.9 | 11.3 | 0.40 | 9.4 | 23.7 | 225 | 11.0 | 30.0 | 0.14 | |
西洞庭湖 | 4.0 | 16.0 | 4.1 | 0.04 | 5.5 | 14.5 | 267 | 3.5 | 19.1 | 0.08 | |
全湖平均 | 14.0 | 35.2 | 13.0 | 0.34 | 11.9 | 29.2 | 314 | 6.5 | 37.9 | 0.18 | |
洞庭湖水系悬浮物背景值 | 0.31 | 1.50 | 0.30 | 0.0043 | 0.38 | 0.19 | 4.45 | - | - | - |
介质 | 数据类型 | Cu | Zn | Pb | Cd | Ni | Cr | Mn | Co | V | Tl |
---|---|---|---|---|---|---|---|---|---|---|---|
沉积物 | 最小值 | 17.9 | 57.7 | 21.0 | 0.10 | 12.0 | 44.9 | 349 | 9.0 | 68.0 | 0.49 |
最大值 | 56.7 | 278 | 85.5 | 6.36 | 40.0 | 95.4 | 1451 | 18.9 | 216 | 1.36 | |
四水平均 | 35.1 | 133 | 42.6 | 3.14 | 30.4 | 76.2 | 835 | 14.5 | 168 | 0.86 | |
长江来水 | 33.8 | 67.7 | 22.9 | 0.20 | 27.9 | 69.7 | 597 | 13.9 | 216 | 0.49 | |
区间平均 | 26.2 | 84.3 | 44.5 | 0.17 | 17.6 | 53.8 | 521 | 10.6 | 108 | 0.90 | |
东洞庭湖 | 29.5 | 93.4 | 37.8 | 0.63 | 27.8 | 66.6 | 692 | 13.1 | 108 | 0.72 | |
南洞庭湖 | 51.1 | 194 | 66.4 | 5.21 | 38.2 | 88.3 | 1149 | 18.3 | 164 | 1.06 | |
西洞庭湖 | 31.7 | 94.7 | 33.0 | 2.00 | 30.3 | 72.0 | 787 | 14.7 | 162 | 0.75 | |
全湖平均 | 33.9 | 114 | 42.6 | 1.93 | 28.7 | 70.8 | 773 | 14.1 | 142 | 0.82 | |
洞庭湖水系沉积物背景值 | 20.2 | 83.3 | 23.3 | 0.033 | 21.2 | 44.0 | 450 | 10.3 | 42.0 | 0.60 |
表3 洞庭湖典型水域沉积物中重金属的质量分数
Table 3 The Content of Heavy Metals in Sediments in typical areas of Dongting Lake mg?kg?1
介质 | 数据类型 | Cu | Zn | Pb | Cd | Ni | Cr | Mn | Co | V | Tl |
---|---|---|---|---|---|---|---|---|---|---|---|
沉积物 | 最小值 | 17.9 | 57.7 | 21.0 | 0.10 | 12.0 | 44.9 | 349 | 9.0 | 68.0 | 0.49 |
最大值 | 56.7 | 278 | 85.5 | 6.36 | 40.0 | 95.4 | 1451 | 18.9 | 216 | 1.36 | |
四水平均 | 35.1 | 133 | 42.6 | 3.14 | 30.4 | 76.2 | 835 | 14.5 | 168 | 0.86 | |
长江来水 | 33.8 | 67.7 | 22.9 | 0.20 | 27.9 | 69.7 | 597 | 13.9 | 216 | 0.49 | |
区间平均 | 26.2 | 84.3 | 44.5 | 0.17 | 17.6 | 53.8 | 521 | 10.6 | 108 | 0.90 | |
东洞庭湖 | 29.5 | 93.4 | 37.8 | 0.63 | 27.8 | 66.6 | 692 | 13.1 | 108 | 0.72 | |
南洞庭湖 | 51.1 | 194 | 66.4 | 5.21 | 38.2 | 88.3 | 1149 | 18.3 | 164 | 1.06 | |
西洞庭湖 | 31.7 | 94.7 | 33.0 | 2.00 | 30.3 | 72.0 | 787 | 14.7 | 162 | 0.75 | |
全湖平均 | 33.9 | 114 | 42.6 | 1.93 | 28.7 | 70.8 | 773 | 14.1 | 142 | 0.82 | |
洞庭湖水系沉积物背景值 | 20.2 | 83.3 | 23.3 | 0.033 | 21.2 | 44.0 | 450 | 10.3 | 42.0 | 0.60 |
图2 洞庭湖典型水域悬浮物中重金属元素质量浓度的空间分布特征
Figure 2 Spatial distribution characteristics of heavy metal element content in suspended solids in typical areas of Dongting Lake
图3 洞庭湖典型水域沉积物中重金属元素质量分数的空间分布特征
Figure 3 Spatial distribution characteristics of heavy metal element content in sediments in typical areas of Dongting Lake
介质 | 元素 | Cu | Zn | Pb | Cd | Ni | Cr | Mn | Co | V | Tl |
---|---|---|---|---|---|---|---|---|---|---|---|
悬浮物 | Cu | 1 | |||||||||
Zn | 0.629** | 1 | |||||||||
Pb | 0.574** | 0.959** | 1 | ||||||||
Cd | 0.194 | 0.693** | 0.672** | 1 | |||||||
Ni | 0.540** | 0.919** | 0.964** | 0.627** | 1 | ||||||
Cr | 0.541** | 0.923** | 0.969** | 0.649** | 0.998** | 1 | |||||
Mn | 0.278 | 0.701** | 0.653** | 0.597** | 0.701** | 0.693** | 1 | ||||
Co | 0.162 | 0.456* | 0.525** | 0.331 | 0.563** | 0.559** | 0.314 | 1 | |||
V | 0.554** | 0.918** | 0.962** | 0.620** | 0.997** | 0.998** | 0.702** | 0.569** | 1 | ||
Tl | 0.576** | 0.946** | 0.982** | 0.611** | 0.989** | 0.989** | 0.684** | 0.567** | 0.991** | 1 | |
沉积物 | Cu | 1 | |||||||||
Zn | 0.810** | 1 | |||||||||
Pb | 0.747** | 0.899** | 1 | ||||||||
Cd | 0.688** | 0.891** | 0.736** | 1 | |||||||
Ni | 0.828** | 0.599** | 0.391* | 0.595** | 1 | ||||||
Cr | 0.773** | 0.666** | 0.449* | 0.676** | 0.870** | 1 | |||||
Mn | 0.881** | 0.889** | 0.785** | 0.881** | 0.735** | 0.712** | 1 | ||||
Co | 0.881** | 0.626** | 0.459* | 0.595** | 0.952** | 0.912** | 0.704** | 1 | |||
V | 0.399* | 0.050 | −0.133 | 0.229 | 0.553** | 0.469* | 0.220 | 0.543** | 1 | ||
Tl | 0.595** | 0.741** | 0.861** | 0.692** | 0.265 | 0.425* | 0.613** | 0.346 | -0.042 | 1 |
表4 洞庭湖典型水域重金属含量的皮尔逊相关系数矩阵
Table 4 Pearson correlation coefficients matrix of heavy metal content in typical areas of Dongting Lake
介质 | 元素 | Cu | Zn | Pb | Cd | Ni | Cr | Mn | Co | V | Tl |
---|---|---|---|---|---|---|---|---|---|---|---|
悬浮物 | Cu | 1 | |||||||||
Zn | 0.629** | 1 | |||||||||
Pb | 0.574** | 0.959** | 1 | ||||||||
Cd | 0.194 | 0.693** | 0.672** | 1 | |||||||
Ni | 0.540** | 0.919** | 0.964** | 0.627** | 1 | ||||||
Cr | 0.541** | 0.923** | 0.969** | 0.649** | 0.998** | 1 | |||||
Mn | 0.278 | 0.701** | 0.653** | 0.597** | 0.701** | 0.693** | 1 | ||||
Co | 0.162 | 0.456* | 0.525** | 0.331 | 0.563** | 0.559** | 0.314 | 1 | |||
V | 0.554** | 0.918** | 0.962** | 0.620** | 0.997** | 0.998** | 0.702** | 0.569** | 1 | ||
Tl | 0.576** | 0.946** | 0.982** | 0.611** | 0.989** | 0.989** | 0.684** | 0.567** | 0.991** | 1 | |
沉积物 | Cu | 1 | |||||||||
Zn | 0.810** | 1 | |||||||||
Pb | 0.747** | 0.899** | 1 | ||||||||
Cd | 0.688** | 0.891** | 0.736** | 1 | |||||||
Ni | 0.828** | 0.599** | 0.391* | 0.595** | 1 | ||||||
Cr | 0.773** | 0.666** | 0.449* | 0.676** | 0.870** | 1 | |||||
Mn | 0.881** | 0.889** | 0.785** | 0.881** | 0.735** | 0.712** | 1 | ||||
Co | 0.881** | 0.626** | 0.459* | 0.595** | 0.952** | 0.912** | 0.704** | 1 | |||
V | 0.399* | 0.050 | −0.133 | 0.229 | 0.553** | 0.469* | 0.220 | 0.543** | 1 | ||
Tl | 0.595** | 0.741** | 0.861** | 0.692** | 0.265 | 0.425* | 0.613** | 0.346 | -0.042 | 1 |
重金属 | 悬浮物 | 沉积物 | ||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
东洞庭湖 | 南洞庭湖 | 西洞庭湖 | 东洞庭湖 | 南洞庭湖 | 西洞庭湖 | |||||||||||||
PC1 | PC2 | PC1 | PC2 | PC1 | PC2 | PC1 | PC2 | PC1 | PC2 | PC3 | PC1 | PC2 | ||||||
Cu | 0.499 | 0.799 | 0.996 | 0.005 | −0.085 | 0.931 | 0.959 | −0.004 | 0.997 | 0.052 | 0.019 | −0.465 | 0.868 | |||||
Zn | 0.948 | 0.044 | 0.837 | 0.441 | 0.843 | 0.488 | 0.917 | 0.353 | 0.914 | −0.293 | −0.264 | 0.918 | −0.132 | |||||
Pb | 0.980 | 0.017 | 0.908 | −0.114 | 0.908 | 0.300 | 0.783 | 0.607 | 0.936 | −0.341 | 0.059 | 0.919 | 0.366 | |||||
Cd | 0.682 | −0.554 | 0.322 | 0.936 | 0.214 | −0.631 | 0.890 | 0.291 | 0.977 | −0.215 | 0.008 | 0.852 | −0.441 | |||||
Ni | 0.986 | 0.039 | 0.963 | −0.184 | 0.987 | 0.021 | 0.796 | −0.543 | 0.902 | 0.361 | −0.035 | 0.263 | 0.953 | |||||
Cr | 0.990 | 0.014 | 0.968 | −0.210 | 0.979 | 0.053 | 0.903 | −0.311 | 0.785 | 0.487 | −0.272 | 0.705 | 0.536 | |||||
Mn | 0.711 | −0.397 | −0.026 | 0.983 | 0.673 | −0.579 | 0.909 | −0.039 | 0.975 | −0.190 | −0.170 | 0.967 | 0.048 | |||||
Co | 0.993 | 0.041 | −0.556 | −0.814 | 0.848 | −0.289 | 0.921 | −0.355 | 0.812 | 0.579 | −0.062 | −0.053 | 0.979 | |||||
V | 0.990 | 0.043 | 0.928 | −0.323 | 0.971 | 0.015 | 0.590 | −0.592 | 0.205 | 0.389 | 0.898 | −0.745 | 0.215 | |||||
Tl | 0.992 | 0.067 | 0.931 | −0.344 | 0.973 | 0.079 | 0.588 | 0.630 | 0.708 | −0.463 | 0.531 | 0.944 | 0.114 | |||||
特征值 | 7.98 | 1.11 | 6.52 | 3.01 | 6.58 | 2.02 | 6.98 | 1.84 | 7.24 | 1.36 | 1.25 | 5.58 | 3.28 | |||||
方差/% | 79.8 | 11.1 | 65.2 | 30.1 | 65.8 | 20.2 | 69.8 | 18.4 | 72.4 | 13.6 | 12.5 | 55.8 | 32.8 | |||||
累积方差/% | 79.8 | 90.9 | 65.2 | 95.3 | 65.8 | 86.0 | 69.8 | 88.2 | 72.4 | 86.0 | 98.5 | 55.8 | 88.6 |
表5 洞庭湖典型水域重金属的主成分分析
Table 5 Analysis of main components of heavy metals in typical water areas of Dongting Lake
重金属 | 悬浮物 | 沉积物 | ||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
东洞庭湖 | 南洞庭湖 | 西洞庭湖 | 东洞庭湖 | 南洞庭湖 | 西洞庭湖 | |||||||||||||
PC1 | PC2 | PC1 | PC2 | PC1 | PC2 | PC1 | PC2 | PC1 | PC2 | PC3 | PC1 | PC2 | ||||||
Cu | 0.499 | 0.799 | 0.996 | 0.005 | −0.085 | 0.931 | 0.959 | −0.004 | 0.997 | 0.052 | 0.019 | −0.465 | 0.868 | |||||
Zn | 0.948 | 0.044 | 0.837 | 0.441 | 0.843 | 0.488 | 0.917 | 0.353 | 0.914 | −0.293 | −0.264 | 0.918 | −0.132 | |||||
Pb | 0.980 | 0.017 | 0.908 | −0.114 | 0.908 | 0.300 | 0.783 | 0.607 | 0.936 | −0.341 | 0.059 | 0.919 | 0.366 | |||||
Cd | 0.682 | −0.554 | 0.322 | 0.936 | 0.214 | −0.631 | 0.890 | 0.291 | 0.977 | −0.215 | 0.008 | 0.852 | −0.441 | |||||
Ni | 0.986 | 0.039 | 0.963 | −0.184 | 0.987 | 0.021 | 0.796 | −0.543 | 0.902 | 0.361 | −0.035 | 0.263 | 0.953 | |||||
Cr | 0.990 | 0.014 | 0.968 | −0.210 | 0.979 | 0.053 | 0.903 | −0.311 | 0.785 | 0.487 | −0.272 | 0.705 | 0.536 | |||||
Mn | 0.711 | −0.397 | −0.026 | 0.983 | 0.673 | −0.579 | 0.909 | −0.039 | 0.975 | −0.190 | −0.170 | 0.967 | 0.048 | |||||
Co | 0.993 | 0.041 | −0.556 | −0.814 | 0.848 | −0.289 | 0.921 | −0.355 | 0.812 | 0.579 | −0.062 | −0.053 | 0.979 | |||||
V | 0.990 | 0.043 | 0.928 | −0.323 | 0.971 | 0.015 | 0.590 | −0.592 | 0.205 | 0.389 | 0.898 | −0.745 | 0.215 | |||||
Tl | 0.992 | 0.067 | 0.931 | −0.344 | 0.973 | 0.079 | 0.588 | 0.630 | 0.708 | −0.463 | 0.531 | 0.944 | 0.114 | |||||
特征值 | 7.98 | 1.11 | 6.52 | 3.01 | 6.58 | 2.02 | 6.98 | 1.84 | 7.24 | 1.36 | 1.25 | 5.58 | 3.28 | |||||
方差/% | 79.8 | 11.1 | 65.2 | 30.1 | 65.8 | 20.2 | 69.8 | 18.4 | 72.4 | 13.6 | 12.5 | 55.8 | 32.8 | |||||
累积方差/% | 79.8 | 90.9 | 65.2 | 95.3 | 65.8 | 86.0 | 69.8 | 88.2 | 72.4 | 86.0 | 98.5 | 55.8 | 88.6 |
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