摘要
以淮北平原75个潜水水样为例,通过聚类分析和判别分析探讨地下水水质空间分布特征的差异性。通过聚类分析划分为A、B、C三类即轻度污染,中度污染和重度污染。A类主要分布在涡阳县、蒙城县、泗县和五河县,B类主要分布在亳州市、宿州市、灵璧县和淮北市,C类主要分布在宿州市东部、淮北市南部。通过逐步判别分析仅需6个指标(EC、氨氮、NO3--N、F、余氯和Mn)就可以反应整体水质的空间差异性,具有92.7%的正确率,达到指标降维和正确判别的目的。
Taking 75 phreatic groundwater samples of Huaibei Plain as the studying objections, by cluster analysis anti discriminant analysis, the paper discusses the spatial similarities and differences among sampling sites. The results of cluster analysis show that the samples are classified into 3 levels: slight pollution, moderate pollution and heavy pollution. A presentes slight pollution distributed in Guoyang and Suixi. B is distributed in Mengcheng, Wuhe, Guzhen and Yongqiao. C is distributed in Xiaoxian and Dangshan. In stepwise discriminant analysis on the original data, only six discriminant parameters (EC, ammonia, NO3--N, F, Mn, residual chlorine) in spatial variation are identified and the correct assignation are 92.7% for the three cluster sites. Based on six discriminant parameters, which can decrease the number of sampling and reach the correct discriminant aims.
出处
《地下水》
2009年第6期18-21,62,共5页
Ground water
关键词
淮北平原
聚类分析
判别分析
空间分布特征
Huaibei Plain, Cluster analysis, Discriminant analysis and Spatial distribution characteristics