Technical Papers
Jul 10, 2024

Comprehensive Analysis of Modified Heavy Metal Pollution Index and Health Risk Assessment in the Yamuna River of Delhi, India: Crucial Study for Environmental Health Management

Publication: Journal of Hazardous, Toxic, and Radioactive Waste
Volume 28, Issue 4

Abstract

The Yamuna River, vital for the sustenance of millions residing in Delhi, is heavily polluted with toxic heavy metals due to the effects of urbanization, industrialization, and untreated sewage discharge. Understanding the extent of heavy metal pollution and its associated health risks is crucial for effective environmental management. This study employs a comprehensive approach utilizing a modified Heavy Metal Pollution Index, Nemerrow Index, and health risk assessment to evaluate the pollution levels and potential health hazards in the Delhi stretch of the Yamuna River. Field observations, laboratory analyses, and statistical methods were employed during the research. Specifically, four sampling locations were selected, and 25 samples were collected from each site along a 22-km stretch in Delhi between March and June 2023. The findings reveal significant contamination of the Yamuna River in Delhi with heavy metals exceeding permissible limits set by regulatory bodies in Indian and International context. At the various sampling points, lead concentrations exhibited variability, with the highest concentration recorded at Wazirabad (2.332 mg/L) and the lowest at Okhla Barrage (1.092 mg/L). However, in terms of positive index (PI) and negative index (NI) values, Wazirabad registered the highest values of 2,639.97 and −0.02, respectively, while Okhla showed the lowest values of 31.21 for PI and −0.79 for NI. Conversely, at the Nizamuddin sampling site, the lowest PI and NI values were observed, standing at 31.21 and −0.79, respectively. Furthermore, the assessment of health risks related to heavy metal exposure involved metrics like the Hazard Quotient and carcinogenic risk models. The Total Hazard Index (THI) values ranged from 650 to 3,352 for infants, 341 to 1,843 for children, and 141 to 745 for adults. The THI values indicate that drinking water from the Yamuna River can result in various detrimental health conditions. This research enhances our understanding of the environmental health issues associated with heavy metal pollution in Delhi's Yamuna River. It underscores the importance of implementing holistic strategies for water quality management and pollution mitigation, stressing the integration of scientific assessments with policy actions and community engagement efforts.

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Data Availability Statement

Some or all data, models, or codes that support the findings of this study are available from the corresponding author upon reasonable request.

References

Ahmad, W., R. D. Alharthy, M. Zubair, M. Ahmed, A. Hameed, and S. Rafique. 2021. “Toxic and heavy metals contamination assessment in soil and water to evaluate human health risk.” Sci. Rep. 11 (1): 17006. https://doi.org/10.1038/s41598-021-94616-4.
Ahmed, M. K., M. A. Baki, M. S. Islam, G. K. Kundu, M. Habibullah-Al-Mamun, S. K. Sarkar, and M. M. Hossain. 2015. “Human health risk assessment of heavy metals in tropical fish and shellfish collected from the river Buriganga, Bangladesh.” Environ. Sci. Pollut. Res. 22 (20): 15880–15890. https://doi.org/10.1007/s11356-015-4813-z.
Ahmed, S., S. Khurshid, F. Qureshi, A. Hussain, and A. Bhattacharya. 2019. “Heavy metals and geo-accumulation index development for groundwater of Mathura city, Uttar Pradesh.” Desal. Water Treat. J. 138: 291–300. https://doi.org/10.5004/dwt.2019.23322.
Ahmed, S., M. W. Sultan, M. Alam, A. Hussain, F. Qureshi, and S. Khurshid. 2020. “Evaluation of corrosive behaviour and scaling potential of shallow water aquifer using corrosion indices and geospatial approaches in regions of the Yamuna River basin.” J. King Saud Univ. Sci. 33 (1): 101237. https://doi.org/10.1016/j.jksus.2020.101237.
Alaguraja, P., S. Durairaju, D. Yuvaraj, M. Sekar, P. Muthuveerran, M. Manivel, and A. Thirunavukkarasu. 2010. “Land use and land cover mapping—Madurai district, Tamilnadu, India using remote sensing and GIS techniques.” Int. J. Civ. Struct. Eng. 1 (1): 91–100.
Ameh, E. G., and F. A. Akpah. 2011. “Heavy metal pollution indexing and multivariate statistical evaluation of hydrogeochemistry of River PovPov in Itakpe Iron-Ore mining area Kogi State, Nigeria.” Adv. Appl. Sci. Res. 2 (1): 33–46.
APHA, AWWA, WPCF, and WEF (American Public Health Association, American Water Works Association, Water Pollution Control Federation, and Water Environment Federation). 2012. Vol. 21 of Standard methods for the examination of water and wastewater. Washington, DC: APHA, AWWA, WPCF, and WEF.
Asim, M., and K. Nageswara Rao. 2021. “Assessment of heavy metal pollution in Yamuna River, Delhi-NCR, using heavy metal pollution index and GIS.” Environ. Monit. Assess. 193 (2): 103. https://doi.org/10.1007/s10661-021-08886-6.
Banerjee, N., S. Nandy, J. K. Kearns, A. K. Bandyopadhyay, J. K. Das, P. Majumder, S. Basu, S. Banerjee, T. J. Sau, and J. C. States. 2011. “Polymorphisms in the TNF-α and IL10 gene promoters and risk of arsenic-induced skin lesions and other nondermatological health effects.” Toxicol. Sci. 121 (1): 132–139. https://doi.org/10.1093/toxsci/kfr046.
Bhuyan, M. S., M. A. Bakar, A. Akhtar, M. B. Hossain, M. M. Ali, and M. S. Islam. 2017. “Heavy metal contamination in surface water and sediment of the Meghna River, Bangladesh.” Environ. Nanotechnol. Monit. Manage. 8: 273–279. https://doi.org/10.1016/j.enmm.2017.10.003.
BIS (Bureau of Indian Standards). 2003. Indian standard drinking water specifications. IS 10500:1991. 2.2 ed. New Delhi: BIS.
BIS (Bureau of Indian Standards). 2012. Indian standard drinking water specifications. IS 10500:2012. 2nd revision. New Delhi: BIS.
Bodrud-Doza, M., M. A. H. Bhuiyan, S. M. D.-U. Islam, M. S. Rahman, M. M. Haque, K. J. Fatema, N. Ahmed, M. A. Rakib, and M. A. Rahman. 2019. “Hydrogeochemical investigation of groundwater in Dhaka City of Bangladesh using GIS and multivariate statistical techniques.” Groundwater Sustainable Dev. 8: 226–244. https://doi.org/10.1016/j.gsd.2018.11.008.
Chaturvedi, A., S. Bhattacharjee, A. K. Singh, and V. Kumar. 2018. “A new approach for indexing groundwater heavy metal pollution.” Ecol. Indic. 87: 323–331. https://doi.org/10.1016/j.ecolind.2017.12.052.
Chettri, U., T. K. Chakrabarty, and S. R. Joshi. 2022. “Pollution index assessment of surface water and sediment quality with reference to heavy metals in Teesta River in Eastern Himalayan range, India.” Environ. Nanotechnol. Monit. Manage. 18: 100742. https://doi.org/10.1016/j.enmm.2022.100742.
Chorol, L., and S. K. Gupta. 2023. “Evaluation of groundwater heavy metal pollution index through analytical hierarchy process and its health risk assessment via Monte Carlo simulation.” Proc. Saf. Environ. Prot. 170: 855–864. https://doi.org/10.1016/j.psep.2022.12.063.
Connel, B. S., M. Cox, and I. Singer. 1984. “Nickel and chromium.” In Disorders of minerals metabolism, edited by F. Brunner and J. W. Coburn, 472–532. New York: Academic Press.
CPCB (Central Pollution Control Board). 2006–2007. Water quality status of Yamuna river, assessment and development of river basin series: ADSORBS/41/2006–2007. New Delhi, India: CPCB.
CPCB (Central Pollution Control Board). 2011. Control of Urban Pollution. Accessed December 15, 2023. http://www.cpcb.nic.in/oldwebsite/New%20Item/Maintinance-STPS/AK-Sinha-STP2.doc
CPCB (Central Pollution Control Board). 2012. Water quality criteria. Web document. New Delhi: CPCB. Accessed December 15, 2023. http://cpcb.nic.in/Water_Quality_Criteria.php.
CPCB (Central Pollution Control Board). 2014. Water Quality Standards. New Delhi: CPCB. Accessed December 15, 2023. http://cpcb.nic.in/index.php
Farahat, E., and H. W. Linderholm. 2015. “The effect of long-term wastewater irrigation on accumulation and transfer of heavy metals in Cupressus sempervirens leaves and adjacent soils.” Sci. Total Environ. 512–513: 1–7. https://doi.org/10.1016/j.scitotenv.2015.01.032.
Forti, E., S. Salovaara, Y. Cetin, A. Bulgheroni, R. Tessadri, P. Jennings, W. Pfaller, and P. Prieto. 2011. “In vitro evaluation of the toxicity induced by nickel soluble and particulate forms in human airway epithelial cells.” Toxicol. In Vitro 25 (2): 454–461. https://doi.org/10.1016/j.tiv.2010.11.013.
Gani, A., A. Hussain, S. Pathak, and A. Banerjee. 2024a. “An empirical investigation on the elimination of heavy metals using bioremediation method for selected plant species.” Phys. Chem. Earth Parts A/B/C 134: 103568. https://doi.org/10.1016/j.pce.2024.103568.
Gani, A., A. Hussain, S. Pathak, and P. J. Omar. 2024b. “Analysing heavy metal contamination in groundwater in the vicinity of Mumbai’s landfill sites: An in-depth study.” Top. Catal. 1–15. https://doi.org/10.1007/s11244-024-01955-3.
Gani, A., S. Pathak, A. Hussain, S. Ahmed, R. Singh, A. Khevariya, A. Banerjee, R. Ayyamperumal, and A. Bahadur. 2023a. “Water quality index assessment of river Ganga at Haridwar stretch using multivariate statistical technique.” Mol. Biotechnol. 1–24. https://doi.org/10.1007/s12033-023-00864-2.
Gani, A., M. Singh, S. Pathak, and A. Hussain. 2023b. “Groundwater quality index development using the ANN model of Delhi Metropolitan City, India.” Environ. Sci. Pollut. Res. 1–16. https://doi.org/10.1007/s11356-023-31584-4.
Gani, A., M. Singh, S. Pathak, and A. Hussain. 2024c. “Recent advancements in chlorine applications for water quality control.” In Drinking water disinfection by-products: Sources, fate and remediation, edited by S. Madhav, M. A. Mazhar, S. Ahmad, P. K. Kumar, 35–58. Cham, Switzerland: Springer Nature.
Giri, S., and A. K. Singh. 2014. “Assessment of human health risk for heavy metals in fish and shrimp collected from Subarnarekha River, India.” Int. J. Environ. Health Res. 24 (5): 429–449. https://doi.org/10.1080/09603123.2013.857391.
Hamid, A., N. A. Dar, S. U. Bhat, and A. K. Pandit. 2013. “Water quality index: A case study of Vishav stream, Kulgam, Kashmir.” Int. J. Environ. Bioenergy 5 (2): 108–122.
Hussain, A., A. Garg, S. Ahmed, S. A. Yasa, K. Kasana, A. Kumar, A. Kumar, and K. Harne. 2019. “Ground water quality index development of south-west region of Delhi rural area.” In Proc., Water Resources Management (WRM2019), 293–307. Institution of Engineers.
Katyal, D., A. Qader, A. H. Ismail, and K. Sarma. 2012. “Water quality assessment of Yamuna River in Delhi region using index mapping.” Interdiscipl. Environ. Rev. 13 (2–3): 170–186. https://doi.org/10.1504/IER.2012.047796.
Kayastha, M. B., X. Ye, C. Huang, and P. Xue. 2022. “Future rise of the Great Lakes water levels under climate change.” J. Hydrol. 612: 128205. https://doi.org/10.1016/j.jhydrol.2022.128205.
Kennish, L. 1992. “Toxicity of heavy metals: Effects of Cr and Se on human health.” J. Indian Public Health Educ. India 2: 36–64.
Liu, S., Y. Zhang, S. Bi, X. Zhang, X. Li, M. Lin, G. Hu. 2015. “Heavy metals distribution and environmental quality assessment for sediments off the southern coast of the Shandong Peninsula, China.” Mar. Pollut. Bull. 100: 483–488. https://doi.org/10.1016/j.marpolbul.2015.09.028.
Mahammad, S., A. Islam, and P. K. Shit. 2023. “Geospatial assessment of groundwater quality using entropy-based irrigation water quality index and heavy metal pollution indices.” Environ. Sci. Pollut. Res. Int. 30 (55): 116498–116521. https://doi.org/ 10.1007/s11356-022-20665-5.
Majhi, A., and S. K. Biswal. 2016. “Application of HPI (Heavy Metal Pollution index) and correlation coefficient for the assessment of ground water quality near ash ponds of thermal power plants.” Int. J. Sci. Eng. Adv. Technol. 4 (8): 395–405.
Milivojević, J., D. Krstić, B. Šmit, and V. Djekić. 2016. “Assessment of heavy metal contamination and calculation of its pollution index for Uglješnica River, Serbia.” Bull. Environ. Contam. Toxicol. 97 (5): 737–742. https://doi.org/10.1007/s00128-016-1918-0.
Mohan, S. V., P. Nithila, and S. J. Reddy. 1996. “Estimation of heavy metals in drinking water and development of heavy metal pollution index.” J. Environ. Sci. Health A Environ. Sci. Eng. Toxicol. 31 (2): 283–289. https://doi.org/10.1080/10934529609376357.
Mondal, N. K., K. C. Pal, and S. Kabi. 2012. “Prevalence and severity of dental fluorosis in relation to fluoride in ground water in the villages of Birbhum district, West Bengal, India.” Environmentalist 32 (1): 70–84. https://doi.org/10.1007/s10669-011-9374-1.
Mukherjee, I., U. K. Singh, and P. K. Patra. 2019. “Exploring a multi-exposure-pathway approach to assess human health risk associated with groundwater fluoride exposure in the semi-arid region of east India.” Chemosphere 233: 164–173. https://doi.org/10.1016/j.chemosphere.2019.05.278.
Mukherjee, I., U. K. Singh, R. P. Singh, D. Kumari, P. K. Jha, and P. Mehta. 2020. “Characterization of heavy metal pollution in an anthropogenically and geologically influenced semi-arid region of east India and assessment of ecological and human health risks.” Sci. Total Environ. 705: 135801. https://doi.org/10.1016/j.scitotenv.2019.135801.
Pathak, S., S. Gupta, and C. S. P. Ojha. 2021. “Assessment of groundwater vulnerability to contamination with modified DRASTIC index: A case study in Haridwar, Uttarakhand, India.” J. Hazard. Toxic Radioact. Waste 25 (2): 04020081. https://doi.org/10.1061/(ASCE)HZ.2153-5515.0000594.
Pathak, S., C. S. P. Ojha, R. D. Garg, M. Liu, D. Jato-Espino, and R. P. Singh. 2020. “Spatiotemporal analysis of water resources in the Haridwar region of Uttarakhand, India.” Sustainability 12 (20): 8449. https://doi.org/10.3390/su12208449.
Pathak, S., C. S. P. Ojha, A. K. Shukla, and R. D. Garg. 2019. “Assessment of annual water-balance models for diverse Indian watersheds.” J. Sustainable Water Built Environ. 5 (3): 04019002. https://doi.org/10.1061/JSWBAY.0000881.
Pathak, S., S. Sharma, A. Banerjee, and S. Kumar. 2024. “A methodology to assess and evaluate sites with high potential for stormwater harvesting in Dehradun, India.” Big Data Res. 35: 100415. https://doi.org/10.1016/j.bdr.2023.100415.
Prasad, S., R. Saluja, V. Joshi, and J. K. Garg. 2020. “Heavy metal pollution in surface water of the Upper Ganga River, India: Human health risk assessment.” Environ. Monit. Assess. 192 (11): 742. https://doi.org/10.1007/s10661-020-08701-8.
Proshad, R., S. Islam, T. R. Tusher, D. Zhang, S. Khadka, J. Gao, and S. Kundu. 2021. “Appraisal of heavy metal toxicity in surface water with human health risk by a novel approach: A study on an urban river in vicinity to industrial areas of Bangladesh.” Toxin Rev. 40 (4): 803–819. https://doi.org/10.1080/15569543.2020.1780615.
Rahman, M. M., M. Asaduzzaman, and R. Naidu. 2013. “Consumption of arsenic and other elements from vegetables and drinking water from an arsenic-contaminated area of Bangladesh.” J. Hazard. Mater. 262: 1056–1063. https://doi.org/10.1016/j.jhazmat.2012.06.045.
Ravindra, K., and S. Mor. 2019. “Distribution and health risk assessment of arsenic and selected heavy metals in Groundwater of Chandigarh, India.” Environ. Pollut. 250: 820–830. https://doi.org/10.1016/j.envpol.2019.03.080.
Rawat, M., M. C. Z. Moturi, and V. Subramanian. 2003. “Inventory compilation and distribution of heavy metals in waste water from small-scale industrial areas of Delhi, India.” J. Environ. Monit. 5 (6): 906–912. https://doi.org/10.1039/b306628b.
Rezvani Ghalhari, M., B. Ajami, E. Ghordouei Milan, A. Zeraatkar, and A. H. Mahvi. 2021. “Assessment of non-carcinogenic health risk of nitrate of groundwater in Kashan, Central Iran.” Int. J. Environ. Analyt. Chem. 103 (16): 4641–4653. https://doi.org/10.1080/03067319.2021.1931157.
Said, S., A. Hussain, and G. Sharma. 2018. “Water quality mapping of Yamuna river stretch passing through Delhi state using high resolution geoeye-2 imagery.” Int. J. Appl. Geospat. Res. 9 (4): 23–35. https://doi.org/10.4018/IJAGR.2018100102.
Saleem, M., A. Hussain, G. Mahmood, and M. Waseem. 2018. “Hydrogeochemical assessment of groundwater in shallow aquifer of greater Noida region, Uttar Pradesh (UP), India.” Appl. Water Sci. 8 (6): 186. https://doi.org/10.1007/s13201-018-0828-1.
Sehgal, M., A. Garg, R. Suresh, and P. Dagar. 2012. “Heavy metal contamination in the Delhi segment of Yamuna basin.” Environ. Monit. Assess. 184 (2): 1181–1196. https://doi.org/10.1007/s10661-011-2031-9.
Selvam, S., K. Jesuraja, S. Venkatramanan, P. D. Roy, and V. Jeyanthi Kumari. 2021. “Hazardous microplastic characteristics and its role as a vector of heavy metal in groundwater and surface water of coastal south India.” J. Hazard. Mater. 402: 123786. https://doi.org/10.1016/j.jhazmat.2020.123786.
Sharma, K., N. Janardhana Raju, N. Singh, and S. Sreekesh. 2022. “Heavy metal pollution in groundwater of urban Delhi environs: Pollution indices and health risk assessment.” Urban Clim. 45: 101233. https://doi.org/10.1016/j.uclim.2022.101233.
Sharma, S., S. Pathak, and S. Kumar. 2024. “A planning-support tool for spatial suitability assessment of harvesting sites for stormwater infrastructure.” J. Hazard. Toxic Radioact. Waste 28 (1): 04023044. https://doi.org/10.1061/JHTRBP.HZENG-1249.
Shukla, A. K., C. S. P. Ojha, and R. D. Garg. 2017. “Application of overall index of pollution (OIP) for the assessment of the surface water quality in the Upper Ganga River Basin, India.” In Development of water resources in India, edited by Vikas Garg, P. V. Singh, Vijay Raj, 135–149. Cham, Switzerland: Springer Nature.
Shukla, A. K., C. S. P. Ojha, R. D. Garg, S. Shukla, and L. Pal. 2020. “Influence of spatial urbanization on hydrological components of the Upper Ganga River Basin, India.” J. Hazard. Toxic Radioact. Waste 24 (4): 04020028. https://doi.org/10.1061/(ASCE)HZ.2153-5515.0000508.
Shukla, A. K., C. S. P. Ojha, A. Mijic, W. Buytaert, S. Pathak, R. D. Garg, and S. Shukla. 2018. “Population growth, land use and land cover transformations, and water quality nexus in the Upper Ganga River basin.” Hydrol. Earth Syst. Sci. 22 (9): 4745–4770. https://doi.org/10.5194/hess-22-4745-2018.
Shukla, A. K., C. S. P. Ojha, S. Shukla, and R. D. Garg. 2021. “Water quality challenges in Ganga River Basin, India.” In The Ganga River Basin: A hydrometeorological approach, edited by M. S. Chauhan, and C. S. P. Ojha, 1–19. Cham, Switzerland: Springer Nature.
Singh, S., and A. Hussian. 2016. “Water quality index development for groundwater quality assessment of Greater Noida subbasin, Uttar Pradesh, India.” Cogent. Eng. 3 (1): 1177155. https://doi.org/10.1080/23311916.2016.1177155.
Somvanshi, S., P. Kunwar, N. B. Singh, S. P. Shukla, and V. Pathak. 2012. “Integrated remote sensing and GIS approach for water quality analysis of Gomtiriver, Uttar Pradesh.” Int. J. Environ. Sci. 3 (1): 62–74.
Tiwari, A. K., P. K. Singh, A. K. Singh, and M. De Maio. 2016. “Estimation of heavy metal contamination in groundwater and development of a heavy metal pollution index by using GIS technique.” Bull. Environ. Contamin. Toxicol. 96 (4): 508–515. https://doi.org/10.1007/s00128-016-1750-6.
Tiwari, M. K., S. Bajpai, U. Dewangan, and R. K. Tamrakar. 2015. “Assessment of heavy metal concentrations in surface water sources in an industrial region of central India.” Karbala Int. J. Mod. Sci. 1 (1): 9–14. https://doi.org/10.1016/j.kijoms.2015.08.001.
Usali, N., and M. H. Ismail. 2010. “Use of remote sensing and GIS in monitoring water quality.” J. Sustainable Dev. 3 (3): 228. https://doi.org/10.5539/jsd.v3n3p228.
USEPA. 1986. Quality criteria for water (“Gold Book”): Office of water regulations and standards. EPA-440/5-86-001. Washington DC: USEPA.
USEPA. 1989. Health effect assessments summary tables (HEAST) and user’s guide office of emergency and remedial response. Washington, DC: USEPA.
USEPA. 2012. 2012 guidelines for water reuse. EPA/600/R-12/618. Washington, DC: USEPA. Accessed December 15, 2023. Nepis.epa.gov/Adobe/PDF/P100FS7K.pdf
Verma, A., R. Yalem, and G. Saini. 2023. “Use of recycled aggregates as filter support and filter media for decentralized water filtration systems.” J. Eng. Res. https://doi.org/10.1016/j.jer.2023.10.016.
Vu, C. T., C. Lin, C. C. Shern, G. Yeh, V. G. Le, H. T. Tran. 2017. “Contamination, ecological risk and source apportionment of heavy metals in sediments and water of a contaminated river in Taiwan.” Ecol. Indic. 82: 32–42. https://doi.org/10.1016/j.ecolind.2017.06.008.
Wang, J., G. Liu, H. Liu, and P. K. S. Lam. 2017. “Multivariate statistical evaluation of dissolved trace elements and a water quality assessment in the middle reaches of Huaihe River, Anhui, China.” Sci. Total Environ. 583: 421–431. https://doi.org/10.1016/j.scitotenv.2017.01.088.
WHO. 2011. Guidelines for drinking water quality. 4th ed. Geneva, Switzerland: World Health Organization (WHO).
Xie, Q., and B. Ren. 2022. “Pollution and risk assessment of heavy metals in rivers in the antimony capital of Xikuangshan.” Sci. Rep. 12 (1): 14393. https://doi.org/10.1038/s41598-022-18584-z.
Yan, C. A., W. Zhang, Z. Zhang, Y. Liu, C. Deng, and N. Nie. 2015. “Assessment of water quality and identification of polluted risky regions based on field observations & GIS in the Honghe River Watershed, China.” PLoS One 10 (3): e0119130.
Yi, Y., Z. Yang, and S. Zhang. 2011. “Ecological risk assessment of heavy metals in sediment and human health risk assessment of heavy metals in fishes in the middle and lower reaches of the Yangtze River Basin.” Environ. Pollut. 159 (10): 2575–2585. https://doi.org/10.1016/j.envpol.2011.06.011.
Zhao, L., D. Gong, W. Zhao, L. Lin, W. Yang, W. Guo, X. Tang, and Q. Li. 2020. “Spatial-temporal distribution characteristics and health risk assessment of heavy metals in surface water of the Three Gorges Reservoir, China.” Sci. Total Environ. 704: 134883. https://doi.org/10.1016/j.scitotenv.2019.134883.

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Journal of Hazardous, Toxic, and Radioactive Waste
Volume 28Issue 4October 2024

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Received: Feb 6, 2024
Accepted: Apr 10, 2024
Published online: Jul 10, 2024
Published in print: Oct 1, 2024
Discussion open until: Dec 10, 2024

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Dept. of Civil Engineering, Netaji Subhas Univ. of Technology, New Delhi 110073, India. Email: [email protected]
Dept. of Civil Engineering, Indian Institute of Technology Ropar, Rupnagar 140001, Punjab, India (corresponding author). ORCID: https://orcid.org/0000-0003-0733-0216. Email: [email protected]
Dept. of Civil Engineering, Netaji Subhas Univ. of Technology, New Delhi 110073, India. ORCID: https://orcid.org/0000-0002-7187-5977. Email: [email protected]

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