Knowledge Resource Center for Ecological Environment in Arid Area
The combination of principal component analysis and geostatistics as a technique in assessment of groundwater hydrochemistry in arid environment | |
Nazzal, Yousef1; Zaidi, Faisal K.2; Ahmed, Izrar3; Ghrefat, Habes2; Naeem, Muhammad2; Al-Arifi, Nassir S. N.2; Al-Shaltoni, Saeed A.2; Al-Kahtany, Khaled M.2 | |
通讯作者 | Nazzal, Yousef |
来源期刊 | CURRENT SCIENCE
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ISSN | 0011-3891 |
出版年 | 2015 |
卷号 | 108期号:6页码:1138-+ |
英文摘要 | Central Saudi Arabia is one of the most arid regions of the world with very little precipitation and extreme climatic conditions. In the absence of available surface water supplies, the non-renewable groundwater resources stored in the Palaeozoic and Mesozoic sedimentary formations form the most important source for irrigation and domestic water requirements. The present study deals with 97 groundwater samples collected from Saq aquifer, which is the major aquifer in the region. The study involves the use of principal component analysis (PCA) and variogram analysis for groundwater quality mapping. PCA helped in establishing a series of factorial variables that summarize all the hydrochemical information. Efforts have been made to identify the spatial development of the principal process acting on groundwater quality by mapping it using factorial variables and ordinary kriging techniques. Two principal components (PCs) were extracted revealing that the chemical characteristics of groundwater in the region were acquired through rock-water interactions and anthropogenic influences. Finally, by applying kriging interpolation technique on the factor distribution values for the two PCs in the area under investigation, the factor distribution maps were prepared. The results concluded that both natural and anthropogenic processes contribute to the groundwater quality, but anthropogenic impacts are more important and may result in further deterioration of groundwater quality if relevant protection methodologies are not adopted. |
英文关键词 | Arid region geostatistics groundwater quality kriging principal component analysis |
类型 | Article |
语种 | 英语 |
国家 | U Arab Emirates ; Saudi Arabia |
收录类别 | SCI-E |
WOS记录号 | WOS:000352802600028 |
WOS关键词 | SAUDI-ARABIA ; QUALITY ; AQUIFER ; VARIABILITY ; EVOLUTION ; SYSTEM ; SOILS ; SPAIN ; RIVER ; AREA |
WOS类目 | Multidisciplinary Sciences |
WOS研究方向 | Science & Technology - Other Topics |
来源机构 | King Saud University |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/186639 |
作者单位 | 1.Abu Dhabi Univ, Coll Arts & Sci, Dept Math & Appl Sci, POB 59911, Abu Dhabi, U Arab Emirates; 2.King Saud Univ, Dept Geol & Geophys, Riyadh 11451, Saudi Arabia; 3.King Saud Univ, Coll Engn, Riyadh 11451, Saudi Arabia |
推荐引用方式 GB/T 7714 | Nazzal, Yousef,Zaidi, Faisal K.,Ahmed, Izrar,et al. The combination of principal component analysis and geostatistics as a technique in assessment of groundwater hydrochemistry in arid environment[J]. King Saud University,2015,108(6):1138-+. |
APA | Nazzal, Yousef.,Zaidi, Faisal K..,Ahmed, Izrar.,Ghrefat, Habes.,Naeem, Muhammad.,...&Al-Kahtany, Khaled M..(2015).The combination of principal component analysis and geostatistics as a technique in assessment of groundwater hydrochemistry in arid environment.CURRENT SCIENCE,108(6),1138-+. |
MLA | Nazzal, Yousef,et al."The combination of principal component analysis and geostatistics as a technique in assessment of groundwater hydrochemistry in arid environment".CURRENT SCIENCE 108.6(2015):1138-+. |
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