Geochemical control, water quality indexing, source distribution, and potential health risk of fluoride and arsenic in groundwater: Occurrence, sources apportionment, and positive matrix factorization model

被引:40
作者
Rashid, Abdur [1 ,2 ]
Ayub, Muhammad [3 ]
Bundschuh, Jochen [4 ]
Gao, Xubo [1 ]
Ullah, Zahid [1 ]
Ali, Liaqat [2 ]
Li, Chengcheng [1 ]
Ahmad, Ajaz [5 ]
Khan, Sardar [6 ]
Rinklebe, Jorg [7 ]
Ahmad, Parvaiz [8 ]
机构
[1] China Univ Geosci, Sch Environm Studies, State Key Lab Biogeol & Environm Geol, Wuhan 430074, Peoples R China
[2] Univ Peshawar, Natl Ctr Excellence Geol, Peshawar 25130, Pakistan
[3] Hazara Univ, Dept Bot, Mansehra 21300, Pakistan
[4] Univ Southern Queensland, Fac Hlth Engn & Sci, Sch Civil Engn & Surveying, West St, Toowoomba, Qld 4350, Australia
[5] King Saud Univ, Coll Pharm, Dept Clin Pharm, Riyadh 11451, Saudi Arabia
[6] Univ Peshawar, Dept Environm Sci, Peshawar 25120, Pakistan
[7] Univ Wuppertal, Sch Architecture & Civil Engn, Lab Soil & Groundwater Management, Pauluskirchstr 7, D-42285 Wuppertal, Germany
[8] GDC Pulwama, Dept Bot, Pulwama 192301, Jammu and Kashm, India
关键词
Groundwater contamination; Water quality indexing; PCAMLR; and PMF model; Health hazards; Mardan; Pakistan; CONTAMINATION; REGION; SPECIATION; POLLUTION; MINERALS; DISTRICT; AQUIFERS; GENESIS;
D O I
10.1016/j.jhazmat.2023.132443
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Fluoride (F-), and arsenic (As) in the groundwater cause health problems in developing countries, including Pakistan. We evaluated the occurrence, distribution, sources apportionment, and health hazards of F-, and As in the groundwater of Mardan, Pakistan. Therefore, groundwater samples (n = 130) were collected and then analyzed for F-, and As by ion-chromatography (IC) and Inductively-coupled plasma mass-spectrometry (ICP-MS). The F-, and As concentrations in groundwater were 0.7-14.4 mg/L and 0.5-11.2 mu g/L. Relatively elevated F-, and As coexists with higher pH, Na+, HCO3-, SO4-2, and depleted Ca+2 due to fluoride, sulfide-bearing minerals, and anthropogenic inputs. Both F-, and/or As are transported in subsurface water through adsorption and desorption processes. Groundwater samples 45%, and 14.2% exceeded the WHO guidelines of 1.5 mg/L and 10 mu g/L. Water quality indexing (WQI-model) declared that 35.7% samples are unfit for household purposes. Saturation and undersaturation of minerals showed precipitation and mineral dissolution. Groundwater contamination by PCA-MLR and PMF-model interpreted five factors. The fitting results and R-2 values of PMF (0.52-0.99)>PCA-MLR (0.50-0.95) showed high accuracy of PMF-model. Human health risk assessment (HHRA-model) revealed high non-carcinogenic and carcinogenic risk for children than adults. The percentile recovery of F- and As was recorded 98%, and 95% with reproducibility +/- 5% error.
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页数:14
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