Application of ICP-MS and various computational methods for drinking water quality assessment from the Silesian District (Southern Poland)

被引:7
作者
Skorek, Robert [1 ]
Jablonska, Magdalena [2 ]
Polowniak, Marzena [1 ]
Kita, Andrzej [1 ]
Janoska, Piotr [3 ]
Buhl, Franciszek [1 ]
机构
[1] Univ Silesia, Inst Chem, Dept Analyt Chem, PL-40006 Katowice, Poland
[2] Polish Acad Sci, Inst Environm Engn, PL-41819 Zabrze, Poland
[3] Univ Silesia, Inst Math, Dept Probabil Theory, PL-40006 Katowice, Poland
来源
CENTRAL EUROPEAN JOURNAL OF CHEMISTRY | 2012年 / 10卷 / 01期
关键词
Trace elements; Tap water; Environmental analysis; PCA; CA; TRACE-ELEMENTS; SYSTEM; BASIN;
D O I
10.2478/s11532-011-0110-y
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
In this study, more than 200 samples of drinking water from taps in the Silesian District (southern Poland) were analyzed. Concentrations of As, Bi, Cd, Co, Cr, Mo, Ni, Pb, Rb, Sb, Se, Te, Tl and V were measured using inductively coupled plasma-mass spectrometry technique (ICP-MS). The levels of the tested elements generally met European Union regulations. All analytical results were processed using computational methods, including the Pearson and Gini coefficients with the Lorenz curves, one-way ANOVA, the Kruskal-Wallis one-way analysis of variance, the Mann-Whitney U test, the variance correlation test and the Spearman's test. In addition, Principal Component Analysis (PCA) with Varimax and Cluster Analysis with Ward's Method were applied. It was shown, that some parameters (e.g. hardness and alkalinity) were highly correlated. The score plot described the degree of mineralization of water samples, so the origin of water could be easily determined. In turn, based on the created dendrogram, the division of samples into several groups (with soft, medium and highly mineralized water) could be deduced.
引用
收藏
页码:71 / 84
页数:14
相关论文
共 38 条
[1]  
[Anonymous], 1999, 27888 PN
[2]  
[Anonymous], 2003, Applied Multivariate Statistical Analysis
[3]  
[Anonymous], 1973, STATYSTYKA STOSOWANA
[4]  
[Anonymous], 2006, 172942 PNEN ISO
[5]  
[Anonymous], 1996, Applied Factor Analysis in the Natural Sciences
[6]  
[Anonymous], 2007, J LAW 6 APRIL 2007 P
[7]  
[Anonymous], 1990, PN90C0454001
[8]   Comparison of self-organizing maps classification approach with cluster and principal components analysis for large environmental data sets [J].
Astel, A. ;
Tsakouski, S. ;
Barbieri, P. ;
Simeonov, V. .
WATER RESEARCH, 2007, 41 (19) :4566-4578
[9]   Trace elements in drinking and groundwater samples in Southern Nigeria [J].
Asubiojo, OI ;
Nkono, NA ;
Ogunsua, AO ;
Oluwole, AF ;
Ward, NI ;
Akanle, OA ;
Spyrou, NM .
SCIENCE OF THE TOTAL ENVIRONMENT, 1997, 208 (1-2) :1-8
[10]   Inorganic trace analysis by mass spectrometry [J].
Becker, JS ;
Dietze, HJ .
SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY, 1998, 53 (11) :1475-1506