Abstract
Inorganic contamination in groundwater has become a major health concern because of its acute and chronic health impacts. To investigate the major hydro-geochemical processes controlling groundwater quality in a part of the Indus river basin, 29 groundwater samples were collected and tested for major ions and potentially harmful elements (PHEs) including Mn, Cu, Cd, Cr, Pb, Fe, and Zn. The cations and PHEs were measured using the atomic absorption spectrophotometer and the anions were analyzed using ion chromatograph. Anthropogenic activities and rock–water interactions are the major factors controlling groundwater quality, along with silicate weathering and evaporation. Ca–HCO3 is the dominant water facies, followed by Na–HCO3 and Na–Cl water facies. Among PHEs, Pb is the most dominant contaminant with 21 samples exceeding WHO guidelines followed by Cr and Fe in 27% and 24% of samples, respectively. Health risk to the population for both dermal and direct ingestion was assessed by calculating chronic dose index (CDI), hazardous quotient (HQ), and hazardous index (HI) for children and adults. HQ through ingestion was highest for Cd because of its low reference dose value. HI for dermal exposure was found to be safe for both children and adults, with values below 1; for ingestion 14 samples had high HI > 1 for adults, and 27 samples for children. High HI values indicate that at a few locations, the groundwater is not suitable for consumption and can cause serious health implications. Proper planning for mitigation is required and large-scale testing along with sharing of wells among neighbors is recommended for reducing exposure.
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Ali W, Rasool A, Junaid M, Zhang H (2018) A comprehensive review on current status, mechanism, and possible sources of arsenic contamination in groundwater: a global perspective with prominence of Pakistan scenario. Environ Geochem Health. https://doi.org/10.1007/s10653-018-0169-x
APHA (2005) American Public Health Association, standard methods for the examination of water and wastewater. 21st Centennial Edn. APHA AWWA WPCF, Washington
Avigliano E, Schenone NF (2015) Human health risk assessment and environmental distribution of trace elements, glyphosate, fecal coliform and total coliform in Atlantic rainforest mountain rivers (South America). Microchem J 122:149–158. https://doi.org/10.1016/j.microc.2015.05.004
Avila-Pérez P, Balcázar M, Zarazúa-Ortega G, Barceló-Quintal I, Dıaz-Delgado C (1999) Heavy metal concentrations in water and bottom sediments of a Mexican reservoir. Sci Total Environ 234(1–3):185–196. https://doi.org/10.1016/S0048-9697(99)00258-2
Barbecot F, Marlin C, Gibert E, Dever L (2000) Hydrochemical and isotopic characterization of the Bathonian and Bajocian coastal aquifer of the Caen area (northern France). Appl Geochem. 15:791–805. https://doi.org/10.1016/S0883-2927(99)00088-8
Barbieri M, Boschetti T, Petitta M, Tallini M (2005) Stable isotopes (2H, 18O and 87Sr/86Sr) and hydrochemistry monitoring for groundwater hydrodynamics analysis in a karst aquifer (Gran Sasso, central Italy). Appl Geochem 20:2063–2081. https://doi.org/10.1016/j.apgeochem.2005.07.008
Barzegar R, Moghaddam AA, Tziritis E (2017) Hydrogeochemical features of groundwater resources in Tabriz plain, northwest of Iran. Appl Water Sci 7(7):3997–4011. https://doi.org/10.1007/s13201-017-0550-4
Belkhiri L, Boudoukha A, Mouni L, Baouz T (2010) Application of multivariate statistical methods and inverse geochemical modeling for characterization of groundwater—a case study: Ain Azel plain (Algeria). Geoderma 159:390–398. https://doi.org/10.1016/j.geoderma.2010.08.016
Belkhiri L, Narany TS (2015) Using multivariate statistical analysis, geostatistical techniques and structural equation modeling to identify spatial variability of groundwater quality. Water Resour Manag 29:2073–2089. https://doi.org/10.1007/s11269-015-0929-7
Blaurock-Busch E, Busch YM, Friedle A, Buerner H, Parkash C, Kaur A (2014) Comparing the metal concentration in the hair of cancer patients and healthy people living in the Malwa region of Punjab, India. Clin Med Insights Oncol. https://doi.org/10.4137/CMO.S13410
Blaurock-Busch E, Friedle A, Godfrey M, Schulte-Uebbing CE (2010) Metal exposure in the physically and mentally challenged children of Punjab India. Mædica 5(2):102 (PMID: 21977132)
Bocca B, Madeddu R, Asara Y, Tolu P, Marchal JA, Forte G (2011) Assessment of reference ranges for blood Cu, Mn, Se and Zn in a selected Italian population. J Trace Elem Med Bio 25(1):19–26. https://doi.org/10.1016/j.jtemb.2010.12.004
Buragohain M, Bhuyan B, Sarma HP (2010) Seasonal variations of lead, arsenic, cadmium and aluminium contamination of groundwater in Dhemaji district, Assam India. Environ Monit Assess 170(1–4):345–351. https://doi.org/10.1007/s10661-009-1237-6
Burrough PA, McDonnell RA (1998) Creating continuous surfaces from point data. Principles of geographic information systems. Oxford University Press, Oxford
Carucci V, Petitta M, Aravena R (2012) Interaction between shallow and deep aquifers in the Tivoli Plain (Central Italy) enhanced by groundwater extraction: a multi-isotope approach and geochemical modeling. Appl Geochem 27:266–280. https://doi.org/10.1016/j.apgeochem.2011.11.007
Chadha DK (1999) A proposed new diagram for geochemical classification of natural waters and interpretation of chemical data. Hydrogeol J 7:431–439. https://doi.org/10.1007/s100400050216
CGWB (2013) Ministry of Water Resources Government of India North Western Region Chandigarh, Punjab. http://cgwb.gov.in/District_Profile/Punjab/Bathinda.pdf. Accessed 11 Oct 2017
CGWB (2017) North Western Region, Chandigarh 2017. Aquifer mapping and management plan of Bhatinda district, Punjab Ministry of Water Resources, River Development and Ganga Rejuvenation, GOI, 2017. http://cgwb.gov.in/AQM/NAQUIM_REPORT/Punjab/Bhatinda.pdf. Accessed 28 July 2018
Davis SN, Deviest RJM (1967) Hydrogeology. Wiley, New York
Diez M, Arroyo M, Cerdan FJ, Munoz M, Martin MA, Balibrea JL (1989) Serum and tissue trace metal levels in lung cancer. Oncology. 46(4):230–234. https://doi.org/10.1159/000226722
Ficklin DJWH, Plumee GS, Smith KS, McHugh JB (1992) Geochemical classification of mine drainages and natural drainages in mineralized areas. In: Kharaka YK, Maest AS (eds) Water rock interaction, vol 7. Balkema, Rotterdam, pp 381–384
Fleming RE, Ponka P (2012) Iron overload in human disease. New Engl J Med. 366(4):348–359. https://doi.org/10.1056/NEJMra1004967
Förstner U, Wittmann GTW (1979) Metal pollution in the aquatic environment. Springer Verlag, Berlin (10.1007/978-3-642-69385-4)
Freeze RA, Cherry JA (1979) Groundwater. Prentice-Hall, Englewood Cliffs, p 604
Gibbs RJ (1970) Mechanisms controlling world water chemistry. Science 170:1088–1090. https://doi.org/10.1126/science.170.3962.1088
Godara N (2015) A review study of Malwa region of Punjab: as cancer belt. IJAR 1(3):145–147. https://doi.org/edition_3/I0134145.pdf. Accessed 10 Nov 2017
Hamilton PA, Helsel DR (1995) Effects of agriculture on groundwater quality in five regions of the United States. Groundwater 33(2):217–226. https://doi.org/10.1111/j.1745-6584.1995.tb00276.x
Han G, Liu C-Q (2004) Water geochemistry controlled by carbonate dissolution: a study of the river waters draining karst-dominated terrain, Guizhou province China. Chem Geol 204:1–21. https://doi.org/10.1016/j.chemgeo.2003.09.009
Heikens A, Peijnenburg WJGM, Hendriks AJ (2001) Bioaccumulation of heavy metals in terrestrial invertebrates. Environ Pollut 113(3):385–393. https://doi.org/10.1016/S0269-7491(00)00179-2
ICMR (2009) Nutrient requirements and recommended dietary allowances for Indians. A report of the expert group of the ICMR. ICMR, Hyderabad, p 334
Jalali M (2009) Geochemistry characterization of groundwater in an agricultural area of Razan, Hamadan Iran. Environ Geol 56:1479–1488. https://doi.org/10.1007/s00254-008-1245-9
Kim YS, Park HS, Kim JY, Park SK, Cho BW, Sung IH, Shin DC (2004) Health risk assessment for uranium in Korean groundwater. J Environ Radioact 77(1):77–85. https://doi.org/10.1016/j.jenvrad.2004.03.001
Kim KW, Chanpiwat P, Hanh HT, Phan K, Sthiannopkao S (2011) Arsenic geochemistry of groundwater in Southeast Asia. Front Med 5(4):420–433. https://doi.org/10.1007/s11684-011-0158-2
Kowdley KV (2004) Iron, hemochromatosis, and hepatocellular carcinoma. Gastroenterology 127(5):S79–S86. https://doi.org/10.1016/j.gastro.2004.09.019
Kumar A, Singh CK (2015) Characterization of hydrogeochemical processes and fluoride enrichment in groundwater of south-western Punjab. Water Qual Expo Health 7(3):373–387. https://doi.org/10.1007/s12403-015-0157-7
Lesdema-Ruiz R, Zapata EP, Parra R, Harter T, Mahlkencht J (2015) Investigation of the geochemical evolution of groundwater under agricultural land: a case study in northeastern Mexico. J Hydrol 521:410–423. https://doi.org/10.1016/j.jhydrol.2014.12.026
Li P, He X, Li Y, Xiang G (2018) Occurrence and health Implication of fluoride in groundwater of Loess Aquifer in the Chinese Loess Plateau: a case study of Tongchuan, northwest China. Expo Health. https://doi.org/10.1007/s12403-018-0278-x
Liu J, Liu Q, Yang H (2016) Assessing water scarcity by simultaneously considering environmental flow requirements, water quantity, and water quality. Ecol Indic 60:434–441. https://doi.org/10.1016/j.ecolind.2015.07.019
Loef M, Walach H (2012) Copper and iron in Alzheimer's disease: a systematic review and its dietary implications. Brit J Nutr 107(1):7–19. https://doi.org/10.1017/S000711451100376X
Machiwal D, Jha MK (2015) Identifying sources of groundwater contamination in a hard-rock aquifer system using multivariate statistical analyses and GIS-based geostatistical modeling techniques. J Hydrol 4:80–110. https://doi.org/10.1016/j.ejrh.2014.11.005
Magesh NS, Chandrasekar N, Elango L (2018) Trace element concentrations in the groundwater of the Tamiraparani river basin, South India: Insights from human health risk and multivariate statistical techniques. Chemosphere 185:468–479. https://doi.org/10.1016/j.chemosphere.2017.07.044
Mallick J, Singh C, Al-Mesfer M, Kumar A, Khan R, Islam S, Rahman A (2018) Hydro-geochemical assessment of groundwater quality in Aseer Region Saudi Arabia. Water 10(12):1847. https://doi.org/10.3390/w10121847
Mansouri B, Salehi J, Etebari B, Moghaddam HK (2012) Metal concentrations in the groundwater in Birjand flood plain Iran. Bull Environ Contam Toxicol 89(1):138–142. https://doi.org/10.1007/s00128-012-0630-y
Miguel DE, Iribarren I, Chacon E, Ordonez A, Charlesworth S (2007) Risk-based evaluation of the exposure of children to trace elements in playgrounds in Madrid (Spain). Chemosphere 66(3):505–513. https://doi.org/10.1016/j.chemosphere.2006.05.065
Mishra H, Karmakar S, Kumar R, Kadambala P (2018) A long-term comparative assessment of human health risk to leachate-contaminated groundwater from heavy metal with different liner systems. Environ Sci Pollut Res 25(3):2911–2923. https://doi.org/10.1007/s11356-017-0717-4
Mittal S, Arora SK (2014) A study of evaluation of groundwater quality of Bathinda region of Punjab. Int J Eng Innovat Tech 4(1):149–154
Mohan SV, Nithila P, Reddy SJ (1996) Estimation of heavy metals in drinking water and development of heavy metal pollution index. J Environ Sci Health A 31(2):283–289. https://doi.org/10.1080/10934529609376357
Muhammad S, Shah MT, Khan S (2011) Health risk assessment of heavy metals and their source apportionment in drinking water of Kohistan region, northern Pakistan. Microchem J 98(2):334–343. https://doi.org/10.1016/j.microc.2011.03.003
Mukherjee S, Shashtri S, Singh CK, Srivastava PK, Gupta M (2009) Effect of canal on land use/land cover using remote sensing and GIS. J Indian Soc Remote 37(3):527–537. https://doi.org/10.1007/s12524-009-0042-6
Nagaraju A, Sunil-Kumar K, Thejaswi A, Sharifi Z (2014) Statistical analysis of the hydrogeochemical evolution of groundwater in the Rangampeta area, Chittoor District, Andhra Pradesh, South India. Am J Water Res 2:63–70. https://doi.org/10.1291/ajwr-2-3-2
Narsimha A, Li P (2018) Occurrence, health risks, and geochemical mechanisms of fluoride and nitrate in groundwater of the rock-dominant semi-arid region, Telangana State, India. Hum Ecol Risk Assess 25(1–2):81–103. https://doi.org/10.1080/10807039.2018.1480353
Pasha Q, Malik SA, Shaheen N, Shah MH (2010) Investigation of trace metals in the blood plasma and scalp hair of gastrointestinal cancer patients in comparison with controls. Clin Chim Acta 411(7–8):531–539. https://doi.org/10.1016/j.cca.2010.01.010
Pekey H, Karakaş D, Bakoglu M (2004) Source apportionment of trace metals in surface waters of a polluted stream using multivariate statistical analyses. Mar Pollut Bull 49(9–10):809–818. https://doi.org/10.1016/j.marpolbul.2004.06.029
Pietrangelo A (2010) Hereditary hemochromatosis: pathogenesis, diagnosis, and treatment. Gastroenterology 139(2):393–408. https://doi.org/10.1053/j.gastro.2010.06.013
Reghunath R, Murthy TRS, Raghavan BR (2002) The utility of multivariate statistical techniques in hydrogeochemical studies: an example from Karnataka India. J Water Resour 36:2437–2442. https://doi.org/10.1016/S0043-1354(01)00490-0
Richard FC, Bourg AC (1991) Aqueous geochemistry of chromium: a review. Water Res 25(7):807–816. https://doi.org/10.1016/0043-1354(91)90160-R
Saini K, Singh P, Bajwa BS (2016) Comparative statistical analysis of carcinogenic and non-carcinogenic effects of uranium in groundwater samples from different regions of Punjab India. Appl Radiat Isot 118:196–202. https://doi.org/10.1016/j.apradiso.2016.09.014
Singh UK, Kumar B (2017) Pathways of heavy metals contamination and associated human health risk in Ajay River Basin, India. Chemosphere 174:183–199. https://doi.org/10.1016/j.chemosphere.2017.01.103
Singh S, Singh T, Deepti SS, Kaur A, Mahajan S, Lal M (2017b) Major sites of cancer occurrence among men in Amritsar District, India: findings from a tertiary care. IJCMR 4(9):1995–1999
Singh CK, Kumar A, Shashtri S, Kumar A, Kumar P, Mallick J (2017a) Multivariate statistical analysis and geochemical modeling for geochemical assessment of groundwater of Delhi India. J Geochem Explor 175:59–71. https://doi.org/10.1016/j.gexplo.2017.01.001
Singh CK, Shashtri S, Mukherjee S (2011a) Integrating multivariate statistical analysis with GIS for geochemical assessment of groundwater quality in Shiwaliks of Punjab India. Environ Earth Sci 62(7):1387–1405. https://doi.org/10.1007/s12665-010-0625-0
Singh CK, Rina K, Singh RP, Shashtri S, Kamal V, Mukherjee S (2011b) Geochemical modeling of high fluoride concentration in groundwater of Pokhran area of Rajasthan India. Bull Environ Contam Toxicol 86(2):152–158. https://doi.org/10.1007/s00128-011-0192-4
Singh CK, Rina K, Singh RP, Mukherjee S (2014) Geochemical characterization and heavy metal contamination of groundwater in Satluj River Basin. Environ Earth Sci 71(1):201–216. https://doi.org/10.1007/s12665-013-2424-x
Singh CK, Kumar A, Bindal S (2018) Arsenic contamination in Rapti River Basin, Terai region of India. J Geochem Explor 192:120–131. https://doi.org/10.1016/j.gexplo.2018.06.010
Smith KS (2007) Strategies to predict metal mobility in surficial mining environments. In: DeGraff JV (Ed) Understanding and Responding to Hazardous Substances at Mine Sites in the Western United States. Geological Society of America Reviews in Engineering, New York
Stoica A, Katzenellenbogen BS, Martin MB (2000) Activation of estrogen receptoralpha by the heavy metal cadmium. Mol Endocrinol 14:545–553. https://doi.org/10.1210/mend.14.4.0441
Subramanian V, Saxena K (1983) Hydro-geochemistry of groundwater in the Delhi region of India, relation of water quality and quantity. Proc Hamberg Symp IAHS 146:307–316
Tokalioglu S, Kartal S, Elci L (2000) Speciation and determination of heavy metals in lake waters by atomic absorption spectrometry after sorption on amberlite XAD-16 resin. Anal Sci 16(11):1169–1174. https://doi.org/10.2116/analsci.16.1169
USEPA (1989) United States Environmental Protection Agency, risk assessment guidance for Superfund, Volume I: human health evaluation manual (Part A), interim final, office of emergency and remedial response. EPA/540/1‐89/002. https://www.osti.gov/biblio/7037757. Accessed 30 Oct 2017
USEPA (2002) United States Environmental Protection Agency, Supplemental guidance for developing soil screening levels for Superfund sites, Appendix D-Dispersion Factors Calculations, Washington, DC, USA, OSWER93552002 (2002) 4–24
USEPA (2004) Risk assessment guidance for Superfund, Volume I: Human health evaluation manual (part E). http://www.epa.gov/oswer/riskassessment/ragse/pdf/introduction.pdf. Accessed 30 Oct 2017
USEPA (2014) Human health evaluation manual, supplemental guidance: Update of standard default exposure factors, OSWER Directive 9200.1-120. United States Environmental Protection Agency, Washington, DC. https://nepis.epa.gov/Exe/ZyNET.exe/P100NQNA.TXT. Accessed 30 Oct 2017
USEPA (2010) United States Environmental Protection Agency, Integrated Risk Information 894 System IRIS. https://cfpub.epa.gov/si/si_public_record_report.cfm?Lab=NCEA&dirEntryId=2776. Accessed 30 Oct 2017
van Geen A, Farooqi A, Kumar A, Khattak JA, Mushtaq N, Hussain I, Ellis T, Singh CK (2019) Field testing of over 30,000 wells for arsenic across 400 villages of the Punjab plains of Pakistan and India: implications for prioritizing mitigation. Sci Total Environ 654:1358–1363
Wang X, Wang F, Chem B, Sun F, He W, Wen DL, Wang QS (2012) Comparing the health risk of toxic metals through vegetable consumption between industrial polluted and non-polluted fields in Siaoguan; south China. J Food Agri Environ 10:943–948
WHO (2004) Guidelines for drinking water quality, 3rd edn. World Health Organization, Geneva
World Health Organization (WHO) (2009) Guidelines for drinking water quality. World Health Organization, Geneva
Wongsasuluk P, Chotpantarat S, Siriwong W, Robson M (2014) Heavy metal contamination and human health risk assessment in drinking water from shallow groundwater wells in an agricultural area in Ubon Ratchathani province Thailand. Environ Geochem Health 36(1):169–182. https://doi.org/10.1007/s10653-013-9537-8
Wu B, Zhao DY, Jia HY, Zhang Y, Zhang XX, Cheng SP (2009) Preliminary risk assessment of trace metal pollution in surface water from Yangtze River in Nanjing Section China. Bull Environ Contam Toxicol 82(4):405–409. https://doi.org/10.1007/s00128-008-9497-3
Yidana SM, Yidana A (2010) Assessing water quality using water quality index and multivariate analysis. Environ Earth Sci 59(7):1461–1473. https://doi.org/10.1007/s12665-009-0132-3
Zhang Y, Chen J, Shi W, Zhang D, Zhu T, Li X (2017) Establishing a human health risk assessment methodology for metal species and its application of Cr6+ in groundwater environments. Chemosphere 189:525–537. https://doi.org/10.1016/j.chemosphere.2017.08.175
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Kumar, A., Roy, S.S. & Singh, C.K. Geochemistry and associated human health risk through potential harmful elements (PHEs) in groundwater of the Indus basin, India. Environ Earth Sci 79, 86 (2020). https://doi.org/10.1007/s12665-020-8818-7
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DOI: https://doi.org/10.1007/s12665-020-8818-7