4.5 Article

Groundwater quality assessment based on rough sets attribute reduction and TOPSIS method in a semi-arid area, China

期刊

ENVIRONMENTAL MONITORING AND ASSESSMENT
卷 184, 期 8, 页码 4841-4854

出版社

SPRINGER
DOI: 10.1007/s10661-011-2306-1

关键词

Rough set; TOPSIS method; Water quality assessment; Groundwater; Multiple criteria decision making

资金

  1. National Natural Science Foundation of China [40772160]
  2. Ministry of Education of China [IRT0811]

向作者/读者索取更多资源

In order to enrich and improve the groundwater quality assessment system, a new coupled assessment model based on rough set attribute reduction and the technique for order preference by similarity to ideal solution (TOPSIS) was proposed. The proposed model was applied in the groundwater quality assessment of a semi-arid area, northwest China. The results show that most chemical indices except NH (4) (+) , F-, and Mn meet the Standards for Drinking Water of China and the groundwater quality overall is good. All assessed water samples are found to be fit for human consumption according to the comprehensive assessment results. Rough set attribute reduction for groundwater quality assessment is practical. The assessment results after attribute reduction show a good consistency with those before attribute reduction. Rough set attribute reduction and TOPSIS evaluation coupled model is clear in ideas and simple in calculation, and evaluation results are reasonable as well. The coupled model can be applied to solve many multiple criteria decision making problems such as groundwater quality assessment.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.5
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据