Multivariate geostatistical analysis and source identification of heavy metals in the sediment of Poyang Lake in China

文献类型： 外文期刊

第一作者： Dai, Lijun

作者： Dai, Lijun;Wang, Lingqing;Liang, Tao;Zhang, Yongyong;Li, Lianfang;Ma, Chuanxin;Xing, Baoshan;Ma, Chuanxin

作者机构：

关键词： Heavy metal;Sediment;Geostatistical analysis;Self-organizing map;Poyang Lake

期刊名称：SCIENCE OF THE TOTAL ENVIRONMENT （ 影响因子：7.963； 五年影响因子：7.842 ）

ISSN： 0048-9697

年卷期： 2018 年 621 卷

页码：

收录情况： SCI

摘要： Heavy metals in lake sediment have become a great concern because their remobilization has frequently occurred under hydrodynamic disturbance in shallow lakes. In this study, heavy metals (Cr, Cu, Cd, Pb, and Zn) concentrations in the surface and core sediments of the largest freshwater lake in China, Poyang Lake, were investigated. Geostatistical prediction maps of heavy metals distribution in the surface sediment were completed as well as further data mining. Based on the prediction maps, the ranges of Cr, Cu, Cd, Pb, and Zn concentrations in the surface sediments of the entire lake were 96.2-175.2, 38.3-127.6, 0.2-2.3, 22.5-77.4, and 72.3-254.4 mg/kg, respectively. A self-organizing map (SOM) was applied to find the inner element relation of heavy metals in the sediment cores. K-means clustering of the self-organizing map was also completed to define the Euclidian distance of heavy metals in the sediment cores. The geoaccumulation index (I-geo) for Poyang Lake indicated a varying degree of heavy metal contamination in the surface sediment, especially for Cu. The heavy metal contamination in the sediment profiles had similar pollution levels as those of surface sediment, except for Cd. Correlation matrix mapping and principal component analysis (PCA) were used to support the idea that Cr, Pb, and Zn may be mainly derived from both lithogenic and human activities, such as atmospheric and river inflow transportation, whereas Cu and Cd may be mainly contributed from anthropogenic sources, such as mining activities and fertilizer application. (c) 2017 Elsevier B.V. All rights reserved.

分类号：

  • 相关文献

[1]Multivariate and geostatistical analyses of the spatial distribution and origin of heavy metals in the agricultural soils in Shunyi, Beijing, China. Lu, Anxiang,Zhang, Shuzhen,Lu, Anxiang,Wang, Jihua,Han, Ping,Qin, Xiangyang,Wang, Kaiyi.

[2]Metal concentrations in various fish organs of different fish species from Poyang Lake, China. Wei, YiHua,Zhang, JinYan,Zhang, DaWen,Tu, TianHua,Luo, LinGuang.

[3]DISTRIBUTION OF HEAVY METALS IN SURFACE SEDIMENTS FROM THE PEARL RIVER OUTLETS, SOUTH CHINA: FIVE-YEAR MONITORING PROGRAM. Zeng, Yanyi,Lai, Zini,Yang, Wanling,Li, Haiyan. 2018

[4]Social-Ecological Patterns of Soil Heavy Metals Based on a Self-Organizing Map ( SOM): A Case Study in Beijing, China. Wang, Binwu,Sun, Danfeng,Wang, Binwu,Sun, Danfeng,Li, Hong. 2014

[5]Study of Spatio-temporal Variation of Soil Nutrients in Paddy Rice Planting Farm. Wang, Cong,Chen, Tianen,Dong, Jing,Jiang, Shuwen,Wang, Cong,Chen, Tianen,Dong, Jing,Jiang, Shuwen,Li, Chao,Wang, Cong,Chen, Tianen,Dong, Jing,Jiang, Shuwen,Wang, Cong,Chen, Tianen,Dong, Jing,Jiang, Shuwen,Wang, Cong,Chen, Tianen,Dong, Jing,Jiang, Shuwen,Li, Chao. 2016

[6]Spatial variability of nitrate on cabbage and nitrate-N in soil. Huang, SW,Jin, JY,Yang, LP,Bai, YL,Li, CH.

[7]Landscape analysis of wetland plant functional types: The effects of image segmentation scale, vegetation classes and classification methods. Dronova, Iryna,Gong, Peng,Gong, Peng,Wang, Lin,Fu, Wei,Gong, Peng,Wang, Lin,Fu, Wei,Gong, Peng,Clinton, Nicholas E.,Wang, Lin,Qi, Shuhua,Liu, Ying.

[8]Phylogenetic analysis of Newcastle disease viruses isolated from wild birds in the Poyang Lake region of China. Fan, Shengtao,Li, Qihan,Fan, Shengtao,Li, Qihan,Fan, Shengtao,Wang, Tiecheng,Li, Xue,Li, Yuanguo,Ma, Jinzhu,Yang, Songtao,Gao, Yuwei,Xia, Xianzhu,Gao, Xiaolong,Ying, Ying,Li, Yongcheng,Sun, Heting,Chu, Dong,Xu, Yu.

[9]Occurrence and spatial distributions of microcystins in Poyang Lake, the largest freshwater lake in China. Zhang, Dawen,Liao, Qiegen,Zhang, Li,Wang, Donggen,Luo, Linguang,Chen, Yuwei,Zhong, Jiayou,Liu, Jutao. 2015

[10]DISTRIBUTION OF HEAVY METALS IN WATER, SUSPENDED PARTICULATE MATTER AND SEDIMENT OF POYANG LAKE, CHINA. Zhang, DaWen,Wei, YiHua,Zhang, Li,Luo, LinGuang,Tu, Tianhua,Chen, YuWei.

[11]A new time series vegetation-water index of phenological-hydrological trait across species and functional types for Poyang Lake wetland ecosystem. Wang, Lin,Gong, Peng,Wang, Lin,Gong, Peng,Wang, Lin,Yang, Wenbo,Li, Yingren,Liu, Qing,Wang, Lin,Dronova, Iryna,Gong, Peng,Gong, Peng.

[12]Analysis of Pollution in Dianchi Lake and Consideration of Its Application in Crop Planting. Liu, Yanfang,Li, Yangang,Yang, Xiaohong,Zhang, Jianhua,Guan, Junjiao,Wang, Jiangmin,Zhang, Hui,Xu, Chuankun. 2012

[13]Enantioselective accumulation of chiral polychlorinated biphenyls in lotus plant (Nelumbonucifera spp.). Dai, Shouhui,Qiu, Jing,Wang, Min,Chai, Tingting,Fan, Li,Yang, Shuming,Dai, Shouhui,Qiu, Jing,Wang, Min,Chai, Tingting,Fan, Li,Yang, Shuming,Wong, Charles S.,Dai, Shouhui. 2014

[14]Distribution and sources of organic carbon, nitrogen and their isotopes in surface sediments from the largest mariculture zone of the eastern Guangdong coast, South China. Gu, Yang-Guang,Ning, Jia-Jia,Wang, Zeng-Huan,Gu, Yang-Guang,Ouyang, Jun,Ning, Jia-Jia,Wang, Zeng-Huan,Gu, Yang-Guang. 2017

[15]Particle size distribution and settling velocity of sediments in water diverted from the Yellow River during border-strip irrigation. Li, Jinshan,Fei, Liangjun,Li, Jinshan,Chen, Zhen,Sun, Xiulu. 2017

[16]Soil salinity in the irrigated area of the yellow river in Ningxia, China. Xiong, SY,Xiong, ZX,Wang, PW. 1996

[17]Distribution and risk assessment of metals in water, sediments, and wild fish from Jinjiang River in Chengdu, China. Liu, Xueping,Jiang, Jingyan,Yan, Yan,Deng, Biao,Ding, Sanglan,Su, Shijun,Sun, Weiyi,Li, Zhi,Gan, Zhiwei,Dai, YuanYuan. 2018

[18]Methanogenic community compositions in surface sediment of freshwater aquaculture ponds and the influencing factors. Fan, Limin,Wu, Wei,Qiu, Liping,Song, Chao,Meng, Shunlong,Zheng, Yao,Hu, Gengdong,Li, Dandan,Chen, Jiazhang. 2018

[19]Vertical Segregation and Phylogenetic Characterization of Ammonia-Oxidizing Bacteria and Archaea in the Sediment of a Freshwater Aquaculture Pond. Lu, Shimin,Liu, Xingguo,Zeng, Xianlei,Shi, Xu,Gu, Zhaojun,Lu, Shimin,Liu, Qigen,Zeng, Xianlei,Ma, Zhuojun,Wu, Zongfan. 2016

[20]Determination of the malachite green in sediment by high performance liquid chromatography with fluorescence detection. Deng, Jianchao,Yang, Xianqing,Li, Laihao,Cen, Jianwei,Hao, Shuxian,Wei, Ya,Xin, Shaoping. 2013

作者其他论文 更多>>

微信小程序