2022
DOI: 10.1007/s11356-022-21172-3
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Hydrogeochemical assessment of carcinogenic and non-carcinogenic health risks of potentially toxic elements in aquifers of the Hindukush ranges, Pakistan: insights from groundwater pollution indexing, GIS-based, and multivariate statistical approaches

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Cited by 33 publications
(13 citation statements)
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References 103 publications
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“…It occupies an area of 140 km 2 and has a total population of 130,000 individuals. Topographically, the study area has been occupied by the foothills of Hindukush ranges in the northeast to the southwest zone [ 49 ]. Geographically, the site is bounded with district Upper Dir in the north, district Swat in the east, district Malakand in the south, and Bajaur Agency in the west.…”
Section: Methodsmentioning
confidence: 99%
“…It occupies an area of 140 km 2 and has a total population of 130,000 individuals. Topographically, the study area has been occupied by the foothills of Hindukush ranges in the northeast to the southwest zone [ 49 ]. Geographically, the site is bounded with district Upper Dir in the north, district Swat in the east, district Malakand in the south, and Bajaur Agency in the west.…”
Section: Methodsmentioning
confidence: 99%
“…PCA is a widely used technique for reducing data complexity. PCA can maintain the majority of the data while lowering the complexity of the data [ 40 ]. The sources of pollution were determined using principal component analysis (PCA) in this study.…”
Section: Methodsmentioning
confidence: 99%
“…Many of these essential elements must be incorporated into our daily nutrition in specified quantities. However, excessive intake of heavy metals can lead to health consequences due to their persistent, bioavailable, and genotoxic characteristics (Rashid et al, 2022a;Rashid et al, 2022c).…”
Section: Sustainable Groundwater Managementmentioning
confidence: 99%
“…Groundwater is an essential source of freshwater and is vital for human consumption, livestock, and agriculture (Noor et al, 2022;Rashid et al, 2022a). Unfortunately, Pakistan ranks 80 th out of 122 countries with regard to access to safe drinking water (Khan et al, 2020).…”
Section: Introductionmentioning
confidence: 99%