Assessment of elemental contamination in the bottom sediments from a dam reservoir using a sequential extraction technique and chemometric analysis

被引:13
作者
Dabioch, Marzena [1 ]
Kita, Andrzej [1 ]
Zerzucha, Piotr [1 ]
Pytlakowska, Katarzyna [1 ]
机构
[1] Univ Silesia, Inst Chem, Dept Analyt Chem, PL-40006 Katowice, Poland
来源
CENTRAL EUROPEAN JOURNAL OF CHEMISTRY | 2013年 / 11卷 / 12期
关键词
Heavy metals; Sediments; Modified Tessier sequential extraction; Principal component analysis; Cluster analysis; KERNEL-PCA ALGORITHMS; HEAVY-METALS; SURFACE SEDIMENTS; WIDE DATA; RIVER; CLASSIFICATION; FRACTIONATION; ECOTOXICITY; SPECIATION; POLLUTION;
D O I
10.2478/s11532-013-0334-0
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
The concentration of elements in sediments is an important aspect of the quality of water ecosystems. The element concentrations in bottom sediments from Goczalkowice Reservoir, Poland, were investigated to determine the levels, accumulation and distribution of elements; to understand the contamination and potential toxicity of elements; and to trace the possible source of pollution. Sediments were collected from 8 sampling points. The functional speciation, mobility and bioavailability of elements were evaluated by means of modified Tessier sequential extraction. The element contents were measured by optical emission spectrometry with inductively coupled plasma. The experimental results were analyzed using chemometric methods such as principal component analysis and cluster analysis to elucidate the metal distributions, correlations and associations. The highest concentrations of most elements were found at the center of the reservoir. The distribution of metals in the individual fractions was varied. To assess the extent of anthropogenic impact indices, contamination factor, degree of contamination, metal pollution index and risk assessment code were applied. The calculated factors showed the highest contamination factor and the ability of chromium to be released from sediments. The degree of contamination showed that the area is characterized by a very high contamination. Strontium and manganese showed high potential ecological risk for sediments.
引用
收藏
页码:1981 / 1995
页数:15
相关论文
共 41 条
[1]   Principal component analysis [J].
Abdi, Herve ;
Williams, Lynne J. .
WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS, 2010, 2 (04) :433-459
[2]  
Abonyi J., 2007, CLUSTER ANAL DATA MI
[3]  
Ahdy H. H. H., 2009, Australian Journal of Basic and Applied Sciences, V3, P3330
[4]  
[Anonymous], 1983, INTERPRETATION ANAL
[5]   Effect of overlying water pH, dissolved oxygen, salinity and sediment disturbances on metal release and sequestration from metal contaminated marine sediments [J].
Atkinson, Clare A. ;
Jolley, Dianne F. ;
Simpson, Stuart L. .
CHEMOSPHERE, 2007, 69 (09) :1428-1437
[6]   Is there a future for sequential chemical extraction? [J].
Bacon, Jeffrey R. ;
Davidson, Christine M. .
ANALYST, 2008, 133 (01) :25-46
[7]  
Bojakowska I., 1998, RESULTS GEOCHEMICAL
[8]  
de Andrade Passos E., 2010, MICROCHEM J, V96, P50, DOI [DOI 10.1016/J.MICROC.2010.01.018, 10.1016/j.microc.2010.01.018]
[9]  
HAKANSON L, 1980, WATER RES, V14, P975, DOI 10.1016/0043-1354(80)90143-8
[10]  
Hulanicki A., 1998, SPECIATION ANAL META, P7