Risk assessment of toxic metals and groundwater quality assessment in an industrial hotspot of Bengaluru, India – case study

References

• Adimalla N, Qian H. 2019. Groundwater quality evaluation using water quality index (WQI) for drinking purposes and human health risk (HHR) assessment in an agricultural region of Nanganur, South India. Ecotoxicol Environ Saf. 176:153–161. doi: 10.1016/j.ecoenv.2019.03.066.
   PubMed Web of Science ®Google Scholar
• APHA and AWWA. 2012. Standard methods for the examination of water and wastewater. 22nd ed. Washington, DC: American Public Health Association and American Water Works Association, Water Environment Federation.
   Google Scholar
• Bhardwaj R, Gupta A, Garg JK. 2017. Evaluation of heavy metal contamination using environmetrics and indexing approach for River Yamuna, Delhi stretch, India. Water Sci. 31(1):52–66. doi: 10.1016/j.wsj.2017.02.002.
   Google Scholar
• BIS 10500: 2012. Drinking water specifications. Bureau of Indian Standards. New Delhi: Government of India.
   Google Scholar
• Chaurasia AK, Pandey HK, Tiwari SK, Prakash R, Pandey P, Ram A. 2018. Groundwater quality assessment using Water Quality Index (WQI) in parts of Varanasi District, Uttar Pradesh, India. J Geol Soc India. 92(1):76–82. doi: 10.1007/s12594-018-0955-1.
   Web of Science ®Google Scholar
• Elemile OO, Ibitogbe EM, Folorunso OP, Ejiboye PO, Adewumi JR. 2021. Principal component analysis of groundwater sources pollution in Omu-Aran Community, Nigeria. Environ Earth Sci. 80(20):690. doi: 10.1007/s12665-021-09975-y.
   Web of Science ®Google Scholar
• El-Kholy RA, Zaghlool E, Isawi H, Soliman EA, Khalil MMH, El-Aassar A-HM, Said MM. 2022. Groundwater quality assessment using water quality index and multivariate statistical analysis case study: east Matrouh, Northwestern coast, Egypt. Environ Sci Pollut Res Int. 29(43):65699–65722. doi: 10.1007/s11356-022-19761-3.
   PubMed Web of Science ®Google Scholar
• Farnham IM, Singh AK, Stetzenbach KJ, Johannesson KH. 2002. Treatment of nondetects in multivariate analysis of groundwater geochemistry data. Chemom Intell Lab Syst. 60(1-2):265–281. doi: 10.1016/S0169-7439(01)00201-5.
   Web of Science ®Google Scholar
• Gaikwad SK, Gaikwad S, Meshram D, Wagh V, Kandekar A, Kadam A. 2020. Geochemical mobility of ions in groundwater from the tropical western coast of Maharashtra, India: implication to groundwater quality. Environ Dev Sustain. 22(3):2591–2624. doi: 10.1007/s10668-019-00312-9.
   Web of Science ®Google Scholar
• He X, Wu J, He S. 2019. Hydrochemical characteristics and quality evaluation of groundwater in terms of health risks in luohe aquifer in Wuqi County of the Chinese Loess Plateau, North-West China. Human Ecol Risk Assess. 25(1-2):32–51. doi: 10.1080/10807039.2018.1531693.
   Web of Science ®Google Scholar
• Hellerich LA, Nikolaidis NP, Dobbs GM. 2008. Evaluation of the potential for the natural attenuation of hexavalent chromium within a sub-wetland ground water. J Environ Manage. 88(4):1513–1524. doi: 10.1016/j.jenvman.2007.07.032.
   PubMed Web of Science ®Google Scholar
• Helsel DR. 2012. Statistics for censored environmental data using Minitab and R. Hoboken, NJ: Wiley. doi: 10.1002/9781118162729.
   Google Scholar
• Helsel DR, Hirsch RM, Ryberg KR, Archfield SA. 2020. Statistical methods in water resources. U.S. Geol Survey Tech Methods. doi: 10.3133/tm4A3.
   Google Scholar
• Horton RK. 1965. An index number system for rating water quality. J Water Pollut Control Fed. 37(3):300–306.
   Google Scholar
• Kadam A, Wagh V, Jacobs J, Patil S, Pawar N, Umrikar B, Sankhua R, Kumar S. 2022. Integrated approach for the evaluation of groundwater quality through hydro geochemistry and human health risk from Shivganga river basin, Pune, Maharashtra, India. Environ Sci Pollut Res Int. 29(3):4311–4333. doi: 10.1007/s11356-021-15554-2.
   PubMed Web of Science ®Google Scholar
• Kadam A, Wagh V, Umrikar B, Sankhua R. 2020. An implication of boron and fluoride contamination and its exposure risk in groundwater resources in semi-arid region, Western India. Environ Dev Sustain. 22(7):7033–7056. doi: 10.1007/s10668-019-00527-w.
   Web of Science ®Google Scholar
• Kamunda C, Mathuthu M, Madhuku M. 2016. Health risk assessment of heavy metals in soils from witwatersrand gold mining Basin, South Africa. IJERPH. 13(7):663. doi: 10.3390/ijerph13070663.
   Web of Science ®Google Scholar
• Karim Z. 2011. Risk assessment of dissolved trace metals in drinking water of Karachi, Pakistan. Bull Environ Contam Toxicol. 86(6):676–678. doi: 10.1007/s00128-011-0261-8.
   PubMed Web of Science ®Google Scholar
• Karunanidhi D, Aravinthasamy P, Subramani T, Kumar D, Venkatesan G. 2021. Chromium contamination in groundwater and Sobol sensitivity model based human health risk evaluation from leather tanning industrial region of South India. Environ Res. 199:111238. doi: 10.1016/j.envres.2021.111238.
   PubMed Web of Science ®Google Scholar
• Khamis H. 2008. Measures of association: how to choose? J Diagn Med Sonogr. 24(3):155–162. doi: 10.1177/8756479308317006.
   Google Scholar
• Krishna AK, Mohan KR, Dasaram B. 2019. Assessment of groundwater quality, toxicity and health risk in an industrial area using multivariate statistical methods. Environ Syst Res. 8(1):26. doi: 10.1186/s40068-019-0154-0.
   Google Scholar
• Kumar SPJ, Delson DP, Vernon JG, James EJ. 2013. A linear regression model (LRM) for groundwater chemistry in and around the Vaniyambadi industrial area, Tamil Nadu, India. Chin J Geochem. 32(1):19–26. doi: 10.1007/s11631-013-0602-x.
   Google Scholar
• Kumar AR, Riyazuddin P. 2011. Chromium speciation in a contaminated groundwater: redox processes and temporal variability. Environ Monit Assess. 176(1-4):647–662. doi: 10.1007/s10661-010-1610-5.
   PubMed Web of Science ®Google Scholar
• Li P, Li X, Meng X, Li M, Zhang Y. 2016. Appraising groundwater quality and health risks from contamination in a semiarid region of northwest China. Expo Health. 8(3):361–379. doi: 10.1007/s12403-016-0205-y.
   Web of Science ®Google Scholar
• Liu J, Peng Y, Li C, Gao Z, Chen S. 2021. A characterization of groundwater fluoride, influencing factors and risk to human health in the southwest plain of Shandong Province, North China. Ecotoxicol Environ Saf. 207:111512. doi: 10.1016/j.ecoenv.2020.111512.
   PubMed Web of Science ®Google Scholar
• McGrory E, Holian E, Morrison L. 2020. Assessment of groundwater processes using censored data analysis incorporating non-detect chemical, physical, and biological data. J Contam Hydrol. 235:103706. doi: 10.1016/j.jconhyd.2020.103706.
   PubMed Web of Science ®Google Scholar
• Mehmood, Khalid, Ahmad, Hamaad Raza, Saifullah. 2019. Quantitative assessment of human health risk posed with chromium in waste, ground, and surface water in an industrial hub of Pakistan. Arab J Geosci. 12:283. doi: 10.1007/s12517-019-4470-5.
   Web of Science ®Google Scholar
• More S, Dhakate R, Ratnalu GV, Machender G. 2021. Hydrogeochemistry and health risk assessment of groundwater and surface water in fluoride affected area of Yadadri-Bhuvanagiri District, Telangana State, India. Environ Earth Sci. 80(7): 1–18. doi: 10.1007/s12665-021-09544-3.
   Web of Science ®Google Scholar
• National Green Tribunal order 1038. 2019. [accessed on 2020 January 31]. https://www.greentribunal.gov.in/Writereaddata/Downloads/1038-2018(PB-1)OA_14.11.19.pdf.
   Google Scholar
• Palmer CD, PuIs RW. 1994. EPA ground water issue – natural attenuation of hexavalent chromium in groundwater and soils. USEPA. [accessed on 2022 September] https://www.epa.gov/remedytech/natural-attenuation-hexavalent-chromium-groundwater-and-soils.
   Google Scholar
• Piper AM. 1944. A graphic procedure in the geochemical interpretation of water analysis. Trans AGU. 25(6):914–928. doi: 10.1029/TR025i006p00914.
   Google Scholar
• Pius A, Jerome C, Sharma N. 2012. Evaluation of groundwater quality in and around Peenya industrial area of Bangalore, South India using GIS techniques. Environ Monit Assess. 184(7):4067–4077. doi: 10.1007/s10661-011-2244-y.
   PubMed Web of Science ®Google Scholar
• Rakib MA, Quraishi SB, Newaz MA, Sultana J, Bodrud-Doza M, Rahman MA, Patwar MA, Bhuiyan MA. 2022. Groundwater quality and human health risk assessment in selected coastal and floodplain areas of Bangladesh. J Contam Hydrol. 249:104041. doi: 10.1016/j.jconhyd.2022.104041.
   PubMed Web of Science ®Google Scholar
• Ramesh A, Prakash BN, Sivapullaiaih PV. 2013. Identification of source of heavy metal contamination in a site – a case study. IJEP. 51(1/2):91–105. doi: 10.1504/IJEP.2013.053183.
   Web of Science ®Google Scholar
• Rao NS, Chaudhary M. 2019. Hydrogeochemical processes regulating the spatial distribution of groundwater contamination, using pollution index of groundwater (PIG) and hierarchical cluster analysis (HCA): a case study. Groundwater Sustain Dev. 9(3):100238. doi: 10.1016/j.gsd.2019.100238.
   Google Scholar
• Rao GT, Rao VVSG, Ranganathan K. 2013. Hydrogeochemistry and groundwater quality assessment of Ranipet industrial area, Tamil Nadu. India. J Earth Syst Sci. 122(3):855–867. doi: 10.1007/s12040-013-0295-x.
   Web of Science ®Google Scholar
• Rao GT, Rao VVSG, Ranganathan K, Surinaidu L, Mahesh J, Ramesh G. 2011. Assessment of groundwater contamination from a hazardous dump site in Ranipet, Tamil Nadu, India. Hydrogeol J. 19(8):1587–1598. doi: 10.1007/s10040-011-0771-9.
   Web of Science ®Google Scholar
• Rehman K, Fatima F, Waheed I, Akash MSH. 2018. Prevalence of exposure of heavy metals and their impact on health consequences. J Cell Biochem. 119(1):157–184. doi: 10.1002/jcb.26234.
   PubMed Web of Science ®Google Scholar
• Saha P, Paul B. 2019. Groundwater quality assessment in an industrial hotspot through interdisciplinary techniques. Environ Monit Assess. 191(S2):326. doi: 10.1007/s10661-019-7418-z.
   PubMedGoogle Scholar
• Selmane T, Dougha M, Hasbaia M, Ferhati A, Redjem A. 2022. Hydrogeochemical processes and multivariate analysis for groundwater quality in the arid Maadher region of Hodna, northern Algeria. Acta Geochim. 41(5):893–909. doi: 10.1007/s11631-022-00553-y.
   Web of Science ®Google Scholar
• Selvam S, Jesuraja K, Roy PD, Venkatramanan S, Khan R, Shukla S, Manimaran D, Muthukumar P. 2022. Human health risk assessment of heavy metal and pathogenic contamination in surface water of the Punnakayal estuary, South India. Chemosphere. 298:134027. doi: 10.1016/j.chemosphere.2022.134027.
   PubMed Web of Science ®Google Scholar
• Shalyari N, Alinejad A, Hashemi A, Radfard M, Dehghani M. 2019. Health risk assessment of nitrate in groundwater resources of Iranshahr using Monte Carlo simulation and geographic information system (GIS). MethodsX. 6:1812–1821. doi: 10.1016/j.mex.2019.07.024.
   PubMed Web of Science ®Google Scholar
• Shankar BS. 2019. A critical assay of heavy metal pollution index for the groundwaters of Peenya Industrial Area, Bangalore, India. Environ Monit Assess. 191(5):289. doi: 10.1007/s10661-019-7453-9.
   PubMed Web of Science ®Google Scholar
• Shankar BS, Balasubramanya N, Reddy MT. 2008. Impact of industrialization on groundwater quality – a case study of Peenya industrial area, Bangalore, India. Environ Monit Assess. 142(1-3):263–268. doi: 10.1007/s10661-007-9923-8.
   PubMed Web of Science ®Google Scholar
• Truex MJ, Szecsody E, Qafoku N, Sahajpal PR, Zhong L, Lawter AR, Lee BD. 2015. Assessment of hexavalent chromium natural attenuation for the Hanford Site 100 area. Prepared for the U.S. Department of Energy under Contract.
   Google Scholar
• Tumolo M, Volpe A, Leone N, Cotugno P, De Paola D, Losacco D, Locaputo V, de Pinto MC, Uricchio VF, Ancona V. 2022. Enhanced natural attenuation of groundwater Cr (VI) pollution using electron donors: yeast extract vs. polyhydroxybutyrate. IJERPH. 19(15):9622. doi: 10.3390/ijerph19159622.
   Web of Science ®Google Scholar
• Tyagi S, Sharma B, Singh P, Dobhal R. 2013. Water quality assessment in terms of water quality index. AJWR. 1(3):34–38. doi: 10.12691/ajwr-1-3-3.
   Google Scholar
• USEPA (United States Environmental Protection Agency). 1989. Risk assessment guidance for superfund, Volume I: human health evaluation manual (part A), interim final. Office of Emergency and Remedial Response.
   Google Scholar
• USEPA. 2004. Risk assessment guidance for superfund, Volume I: human health evaluation manual (part E, supplemental guidance for dermal risk assessment). EPA/540/R/99/005, Washington.
   Google Scholar
• USEPA. 2014. Human health evaluation manual, supplemental guidance: update of standard default exposure factors, OSWER Directive 9200.1-120.
   Google Scholar
• Wagh V, Mukate S, Muley A, Kadam A, Panaskar D, Varade A. 2020. Study of groundwater contamination and drinking suitability in basaltic terrain of Maharashtra, India through PIG and multivariate statistical techniques. J Water Sup Res Tech Aqua. 69(4):398–414. doi: 10.2166/aqua.2020.108.
   Web of Science ®Google Scholar
• Wagh VM, Mukate SV, Panaskar DB, Muley AA, Sahu LU. 2019. Study of groundwater hydrochemistry and drinking suitability through Water Quality Index (WQI) modelling in Kadava river basin, India. SN Appl Sci. 1(10):1251. doi: 10.1007/s42452-019-1268-8.
   Web of Science ®Google Scholar
• Wagh VM, Panaskar DB, Jacobs JA, Mukate SV, Muley AA, Kadam AK. 2019. Influence of hydro-geochemical processes on groundwater quality through geostatistical techniques in Kadava River basin, Western India. Arab J Geosci. 12(1):7. doi: 10.1007/s12517-018-4136-8.
   Web of Science ®Google Scholar
• Williams M, Todd GD, Roney N. 2012. Toxicological profile for manganese. Atlanta (GA): Agency for Toxic Substances and Disease Registry. https://www.ncbi.nlm.nih.gov/books/NBK158868/.
   Google Scholar
• Woolf A, Wright R, Amarasiriwardena C, Bellinger D. 2002. A child with chronic manganese exposure from drinking water. Environ Health Perspect. 110(6):613–616. doi: 10.1289/ehp.02110613.
   PubMed Web of Science ®Google Scholar
• Wu J, Sun Z. 2016. Evaluation of shallow groundwater contamination and associated human health risk in an alluvial plain impacted by agricultural and industrial activities, Mid-west China. Expo Health. 8(3):311–329. doi: 10.1007/s12403-015-0170-x.
   Web of Science ®Google Scholar
• Zakir HM, Sharmin S, Akter A, Rahman MS. 2020. Assessment of health risk of heavy metals and water quality indices for irrigation and drinking suitability of waters: a case study of Jamalpur Sadar area, Bangladesh. Environ. 2:100005. doi: 10.1016/j.envadv.2020.100005.
   Google Scholar
• Zohre M, Abooalfazl A. 2021. Health risk assessment of nitrate in drinking water in Shiraz using probabilistic and deterministic approaches and impact of water supply. Environ Challenges. 5:100326. doi: 10.1016/j.envc.2021.100326.
   Google Scholar