Evaluation of Well water quality with special emphasis on Principal Component Analysis (PCA) at Maharagama, Sri Lanka

G.P.S.K. Ganegoda, P. Manage, S. Pathirage
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引用次数: 3

Abstract

In the present study 800 well water samples were collected from five Grama Niladhari (GN) divisions situated in Maharagama, Sri Lanka. The area is highly populated and urbanized with a very shallow ground water table. Ground water quality was analyzed and compared with different GN divisions identifying well water contamination pattern using Principal Component Analysis (PCA). Eighty wells were sampled monthly using simple random sampling method from January 2012 to October 2012. PCA analysis identified three clusters, Navinna GN division as cluster 1’ with high electrical conductivity values, Jambugasmulla, Wijerama and Gangodawila South B together as ‘cluster 2’ with high organic pollution and Wattegedara being the highest polluted GN division as ‘cluster 3’. Overall results indicated that water quality of the area is deteriorated with risk of potential water borne diseases and all parameters tested were far above the SriLanka Standard Institute standards given for drinking water quality.
斯里兰卡Maharagama井水水质评价,特别强调主成分分析
在本研究中,从位于斯里兰卡Maharagama的五个Grama Niladhari (GN)部门收集了800个井水样本。该地区人口稠密,城市化程度高,地下水位很浅。采用主成分分析法(PCA)对不同GN分区的地下水水质进行了分析比较。2012年1月至10月,每月对80口井进行简单随机抽样。主成分分析确定了3个集群,其中Navinna GN分区为1类,电导率高;Jambugasmulla、Wijerama和Gangodawila South B共同为2类,有机污染高;Wattegedara是污染最严重的GN分区,为3类。总体结果表明,该地区的水质恶化,有潜在的水传播疾病的危险,所有测试的参数都远远高于斯里兰卡标准协会规定的饮用水质量标准。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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