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通过多元统计分析评估迪坎干旱和半干旱地区的地下水硝酸盐及其他理化参数。

Evaluating groundwater nitrate and other physicochemical parameters of the arid and semi-arid district of DI Khan by multivariate statistical analysis.

作者信息

Khan Asif, Naeem Muhammad, Zekker Ivar, Arian Muhammad Balal, Michalski Greg, Khan Abbas, Shah Nasrullah, Zeeshan Syed, Ul Haq Hameed, Subhan Fazle, Ikram Muhammad, Shah Muhammad Ishaq Ali, Khan Idrees, Shah Luqman Ali, Zahoor Muhammad, Khurshed Amama

机构信息

Department of Chemistry, AWKUM, Mardan, Pakistan.

Institute of Chemistry, University of Tartu, Tartu, Estonia.

出版信息

Environ Technol. 2023 Mar;44(7):911-920. doi: 10.1080/09593330.2021.1987532. Epub 2021 Oct 16.

DOI:10.1080/09593330.2021.1987532
PMID:34586969
Abstract

Nitrate as an important water pollutant, causing eutrophication was analyzed in Pakistan at different water sources (hand pump (HP), bore hole (BH) and tube well (TW)) to assess the contamination level caused by NO. NO concentrations in the HP water samples were 31 mg L to 59 mg L, in BH 20 mg L to 79 mg L while in TW water samples it was between 29 to 55 mg L. The association of NO with other selected parameter in groundwater can be determined by using statistical approaches. Different physicochemical parameters (pH, electrical conductivity (EC), temperature and dissolved oxygen (DO)) were studied in groundwater samples of the research district. The Pearson correlation coefficient (r) for groundwater characteristics were calculated. Hierarchical Cluster Analysis (HCA) was used to categorize samples based on their groundwater quality similarities and to find links between groundwater quality factors. The key relationship of the groundwater for HP samples on EC and TDS ( = 1) had a great correlation, while all other parameters correlations were lower ( = 0.40), BH's parameters on WT and WSD ( = 0.57), WT and pH ( = 0.57), EC and DO ( = 0.50), DO and TDS (0.50), EC and TDS ( = 1) had a quite high correlation, while all other parameters correlations were less than ( = 0.40), on the other hand, tube well parameters on TDS and EC ( = 1) had a perfect correlation, DO and pH ( = 0.75) parameters correlations were less than ( = 0.40).

摘要

硝酸盐作为一种重要的水污染物,会导致水体富营养化。在巴基斯坦,针对不同水源(手压泵取水(HP)、钻孔取水(BH)和管井取水(TW))对其进行了分析,以评估由硝酸盐造成的污染水平。HP水样中的硝酸盐浓度为31毫克/升至59毫克/升,BH水样中为20毫克/升至79毫克/升,而TW水样中的硝酸盐浓度在29至55毫克/升之间。可以通过统计方法来确定地下水中硝酸盐与其他选定参数之间的关联。对研究区域的地下水样研究了不同的物理化学参数(pH值、电导率(EC)、温度和溶解氧(DO))。计算了地下水特征的皮尔逊相关系数(r)。采用层次聚类分析(HCA)根据地下水质量相似性对样本进行分类,并找出地下水质量因素之间的联系。HP样本的地下水在EC和TDS(r = 1)方面具有很强的相关性,而所有其他参数的相关性较低(r = 0.40),BH样本的参数在WT和WSD(r = 0.57)、WT和pH(r = 0.57)、EC和DO(r = 0.50)、DO和TDS(0.50)、EC和TDS(r = 1)方面具有相当高的相关性,而所有其他参数的相关性小于(r = 0.40),另一方面,管井样本的参数在TDS和EC(r = 1)方面具有完美的相关性,DO和pH(r = 0.75)参数的相关性小于(r = 0.40)。

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