Applying Factor Analysis Combined with Kriging and Information Entropy Theory for Mapping and Evaluating the Stability of Groundwater Quality Variation in Taiwan

被引:79
|
作者
Shyu, Guey-Shin [2 ]
Cheng, Bai-You [1 ]
Chiang, Chi-Ting [3 ]
Yao, Pei-Hsuan [3 ]
Chang, Tsun-Kuo [3 ]
机构
[1] Natl Taiwan Univ, Ecol Engn Res Ctr, Taipei 106, Taiwan
[2] Tungnan Univ, Dept Environm Management, Taipei 222, Taiwan
[3] Natl Taiwan Univ, Dept Bioenvironm Syst Engn, Taipei 106, Taiwan
关键词
Kriging; factor analysis; information entropy theory; groundwater; GIS; MULTIVARIATE STATISTICAL TECHNIQUES; BLACKFOOT DISEASE AREA; CLUSTER-ANALYSIS; WATER-QUALITY; TEMPORAL VARIATIONS; RIVER; AQUIFER; EXAMPLE; GEOCHEMISTRY; SALINIZATION;
D O I
10.3390/ijerph8041084
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In Taiwan many factors, whether geological parent materials, human activities, and climate change, can affect the groundwater quality and its stability. This work combines factor analysis and kriging with information entropy theory to interpret the stability of groundwater quality variation in Taiwan between 2005 and 2007. Groundwater quality demonstrated apparent differences between the northern and southern areas of Taiwan when divided by the Wu River. Approximately 52% of the monitoring wells in southern Taiwan suffered from progressing seawater intrusion, causing unstable groundwater quality. Industrial and livestock wastewaters also polluted 59.6% of the monitoring wells, resulting in elevated EC and TOC concentrations in the groundwater. In northern Taiwan, domestic wastewaters polluted city groundwater, resulting in higher NH3-N concentration and groundwater quality instability was apparent among 10.3% of the monitoring wells. The method proposed in this study for analyzing groundwater quality inspects common stability factors, identifies potential areas influenced by common factors, and assists in elevating and reinforcing information in support of an overall groundwater management strategy.
引用
收藏
页码:1084 / 1109
页数:26
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