Abstract
Freshwater is one of the most important resources for the ecosystem’s sustenance and any nation’s development. However, clean water bodies are exploited to cater to urban societies’ growing demands and economic expansion. This has led to the scarcity of clean water on the planet since the last decade, which is a crucial environmental concern in the present time. Therefore, proper water quality assessment and better management plan integrated with city planning have become an essential need of the hour to combat the clean water stress problem. This study aims to frame a model to identify the potential sites suitable for water use and document an effective development plan for a highly industrialized, populated, planned, and critically polluted city. The potential strategic sites were identified based on the impact of water quality on factors such as human health and economy, which are directly linked to drinking, irrigation, fisheries, as well as industrial production. The relative importance of each criterion (weightage) was estimated using the analytical hierarchy process (AHP). The physico-chemical parameters of groundwater and surface water of the strategic locations were analyzed to calculate multi-purpose water quality index (WQI) and Ryznar suitability index (RSI). These indices were interpolated through a geospatial tool and reclassified using a scoring system to a uniform scale. These thematic maps were weighted overlaid through the GIS model builder tool in GIS interface to develop suitability maps through developed potential site index (PSI) of the ground as well as surface water. The final suitability maps were used to identify the potential strategic sites for various uses such as drinking, fishery, irrigation, and industries, which can be considered by the planners for improvising the city planning. Various management practices were also drawn through these maps, which will safeguard human health as well as the environment.
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The datasets analyzed during the current study are given in the manuscript, which is easily understandable by the public. However, the huge raw data in its primitive form is not understandable by the public, but the raw data can be available from the corresponding author on reasonable request.
References
Abbasnia A, Yousefi N, Mahvi AH, Nabizadeh R, Radfard M, Yousefi M, Alimohammadi M (2019) Evaluation of groundwater quality using water quality index and its suitability for assessing water for drinking and irrigation purposes: case study of Sistan and Baluchistan province (Iran). Hum Ecol Risk Assess 25(4):988–1005
APHA/AWWA/WEF (2012) Standard methods for the examination of water and wastewater. American Public Health Association, Washington, DC
Arulbalaji P, Gurugnanam B (2017) Groundwater quality assessment using geospatial and statistical tools in Salem District, Tamil Nadu, India. Appl Water Sci 7(6):2737–2751. https://doi.org/10.1007/s13201-016-0501-5
Austin B (1999) The effects of pollution on fish health. J Appl Microbiol 85(S1):234S–242S. https://doi.org/10.1111/j.1365-2672.1998.tb05303.x
Banerjee US, Gupta S (2013) Impact of industrial waste effluents on river Damodar adjacent to Durgapur industrial complex, West Bengal, India. Environ Monit Assess 185(3):2083–2094. https://doi.org/10.1007/s10661-012-2690-1
Beh CL, Chuah TG, Nourouzi MN, Choong T (2012) Removal of heavy metals from steel making waste water by using electric arc furnace slag. J Chem 9(4):2557–2564
Bergkamp G, Diphoorn B, Trommsdorff C (2015) Water and development in the urban setting (chapter 10) in book of water for development - charting a water wise path. Stockholm International Water Institute (SIWI), Stockholm, pp 49–52
Bhatnagar A, Sillanpää M (2010) Utilization of agro-industrial and municipal waste materials as potential adsorbents for water treatment—a review. Chem Eng J 157(2–3):277–296. https://doi.org/10.1016/j.cej.2010.01.007
Bhatnagar A, Minocha AK, Sillanpää M (2010) Adsorptive removal of cobalt from aqueous solution by utilizing lemon peel as biosorbent. Biochem Eng J 48(2):181–186. https://doi.org/10.1016/j.bej.2009.10.005
BIS (2003) Quality tolerance for fresh water for fish culture IS 13891: 2003. Bureau of Indian Standards, New Delhi
BIS (2009) Guidelines for the quality of irrigation water IS 11624: 2009. Bureau of Indian Standards, New Delhi
BIS (2012) Indian standard drinking water specifications IS 10500:2012. Bureau of Indian Standards, New Delhi
Bodaghpour S, Biglari JN, Ahmadi S (2012) A review on the existence of chrome in cement and environmental remedies to control its effects. Int J Geol 2(6):62–67
Bodrud-Doza M, Islam AT, Ahmed F, Das S, Saha N, Rahman MS (2016) Characterization of groundwater quality using water evaluation indices, multivariate statistics and geostatistics in Central Bangladesh. Water Sci 30(1):19–40
Carmon N, Shamir U (2010) Water-sensitive planning: integrating water considerations into urban and regional planning. Water Environ J 24(3):181–191. https://doi.org/10.1111/j.1747-6593.2009.00172.x
Chang H, Bonnette MR, Stoker P, Crow-Miller B, Wentz E (2017) Determinants of single family residential water use across scales in four western US cities. Sci Total Environ 596:451–464. https://doi.org/10.1016/j.scitotenv.2017.03.164
Chen Z, Zhang H, Liao M (2019) Integration multi-model to evaluate the impact of surface water quality on City sustainability: a case from Maanshan City in China. Processes 7(1):25. https://doi.org/10.3390/pr7010025
Chitsazan M, Aghazadeh N, Mirzaee Y, Golestan Y, Mosavi S (2017) Hydrochemical characteristics and quality assessment of urban groundwater in Urmia City, NW Iran. Water Sci Technol Water Supply:2017039. https://doi.org/10.2166/ws.2017.039
City Development Plan (2006) Asansol urban area: City development plan: Asansol-Durgapur-Raniganj-Jamuria-Kulti. Asansol Durgapur Development Authority, West Bengal
Costa CS, Norton C, Domene E, Hoyer J, Marull J, Salminen O (2015) Water as an element of urban design: drawing lessons from four European case studies. In: Sustainable water use and management. Springer, Cham, pp 17–43. https://doi.org/10.1007/978-3-319-12394-3_2
CPCB (2009) Central pollution control board, comprehensive environmental assessment of industrial clusters. Central Pollution Control Board, Delhi
Di H, Cameron K (2002) Nitrate leaching in temperate agroecosystems: sources, factors and mitigating strategies. Nutr Cycl Agroecosyst 64:237–256. https://doi.org/10.1023/A:1021471531188
Elubid BA, Huang T, Ahmed EH, Zhao J, Elhag KM, Abbass W, Babiker MM (2019) Geospatial distributions of groundwater quality in Gedaref state using geographic information system (GIS) and drinking water quality index (DWQI). Int J Environ Res Public Health 16(5):731. https://doi.org/10.3390/ijerph16050731
Fu F, Wang Q (2011) Removal of heavy metal ions from wastewaters: a review. J Environ Manag 92(3):407–418. https://doi.org/10.1016/j.jenvman.2010.11.011
Fu L, Wang YG (2012) Statistical tools for analyzing water quality data. In: Water quality monitoring and assessment. IntechOpen, pp 143–168. https://doi.org/10.5772/35228
Ghandali M, Shayesteh K, Sadi Mesgari M (2019) Groundwater quality zoning for agricultural and drinking usage using water quality index and geostatistics techniques in Semnan watershed. JWSS-Isfahan Univ Technol 23(1):187–198. https://doi.org/10.29252/jstnar.23.1.14
Gregoire C, Elsaesser D, Huguenot D, Lange J, Lebeau T, Merli A, Schulz R et al (2009) Mitigation of agricultural nonpoint-source pesticide pollution in artificial wetland ecosystems. Environ Chem Lett 7(3):205–231. https://doi.org/10.1007/s10311-008-0167-9
Hoseinzadeh E, Yusefzadeh A, Rahimi N, Khorsandi H (2013) Evaluation of corrosion and scaling potential of a water treatment plant. Arch Hyg Sci 2(2):41–47
Kumar Reddy, D.H., Lee, S.M., 2012. Water pollution and treatment technologies. J Environ Anal Toxicol, 2,103. https://doi.org/10.4172/2161-0525.1000e103
Kumar R, Singh RD, Sharma KD (2005) Water resources India. Curr Sci 89:794–811
Luo P, Kang S, Zhou M, Lyu J, Aisyah S, Binaya M, Nover D et al (2019) Water quality trend assessment in Jakarta: a rapidly growing Asian megacity. PLoS One 14(7):e0219009. https://doi.org/10.1371/journal.pone.0219009
Malik DS, Jain CK, Yadav AK (2017) Removal of heavy metals from emerging cellulosic low-cost adsorbents: a review. Appl Water Sci 7(5):2113–2136. https://doi.org/10.1007/s13201-016-0401-8
Mebrahtu G, Zerabruk S (2011) Concentration of heavy metals in drinking water from urban areas of the Tigray. Momona Ethiop J Sci 3:105–121. https://doi.org/10.4314/mejs.v3i1.63689
Misaghi F, Delgosha F, Razzaghmanesh M, Myers B (2017) Introducing a water quality index for assessing water for irrigation purposes: a case study of the Ghezel Ozan River. Sci Total Environ 589:107–116. https://doi.org/10.1016/j.scitotenv.2017.02.226
Mishra S, Dwivedi SP, Singh RB (2010) A review on epigenetic effect of heavy metal carcinogens on human health. Open Nutraceut J 3:188–193
Murty MN, Kumar S (2011) Water pollution in India, an economic appraisal. In: India infrastructure report, India, pp 285–298. http://www.idfc.com/pdf/report/2011/Chp-19-Water-Pollution-in-India-An-Economic-Appraisal.pdf
Nas B, Berktay A (2010) Groundwater quality mapping in urban groundwater using GIS. Environ Monit Assess 160(1):215–227. https://doi.org/10.1007/s10661-008-0689-4
Niu B, Wang H, Loáiciga HA, Hong S, Shao W (2017) Temporal variations of groundwater quality in the Western Jianghan plain, China. Sci Total Environ 578:542–550. https://doi.org/10.1016/j.scitotenv.2016.10.225
Pahade V, Sharma AK (2015) Manganese removal by low cost adsorbent from synthetic wastewater–a review. Int J Eng Res 4(3):111–114
Parab H, Joshi S, Shenoy N, Lali A, Sarma US, Sudersanan M (2006) Determination of kinetic and equilibrium parameters of the batch adsorption of co (II), Cr (III) and Ni (II) onto coir pith. Process Biochem 41(3):609–615. https://doi.org/10.1016/j.procbio.2005.08.006
Patel P, Raju NJ, Reddy BCSR, Suresh U, Gossel W, Wycisk P (2016) Geochemical processes and multivariate statistical analysis for the assessment of groundwater quality in the Swarnamukhi River basin, Andhra Pradesh, India. Environ Earth Sci 75(7):1–24. https://doi.org/10.1007/s12665-015-5108-x
Pobi KK, Satpati S, Dutta S, Nayek S, Saha RN, Gupta S (2019) Sources evaluation and ecological risk assessment of heavy metals accumulated within a natural stream of Durgapur industrial zone, India, by using multivariate analysis and pollution indices. Appl Water Sci 9(3):58. https://doi.org/10.1007/s13201-019-0946-4
Rama B, Manoj K, Kumar PP (2013) Index analysis, graphical and multivariate statistical approaches for Hydrochemical characterisation of Damodar River and its canal system, Durgapur, West Bengal, India. Int Res J Environ Sci 2(2):53–62 ISSN 2319–1414
Rietveld LC, Siri JG, Chakravarty I, Arsénio AM, Biswas R, Chatterjee A (2016) Improving health in cities through systems approaches for urban water management. Environ Health 15(1):151–160. https://doi.org/10.1186/s12940-016-0107-2
Riffat S, Powell R, Aydin D (2016) Future cities and environmental sustainability. Futur Cities Environ 2(1):1. https://doi.org/10.1186/s40984-016-0014-2
Saaty TL (1980) The analytical hierarchy process, planning, priority. resource allocation. RWS Publications, USA
Saaty TL (1994) How to make a decision: the analytic hierarchy ‘process’. Interfaces 24(6):19–43
Saha P, Paul B (2018) Suitability assessment of surface water quality with reference to drinking, irrigation and fish culture: a human health risk perspective. Bull Environ Contam Toxicol 101(2):262–271. https://doi.org/10.1007/s00128-018-2389-2
Saha P, Paul B (2019) Groundwater quality assessment in an industrial hotspot through interdisciplanary techniques. Environ Monit Assess 191(2):326. https://doi.org/10.1007/s10661-019-7418-z
Siddayao GP, Valdez SE, Fernandez PL (2014) Analytic hierarchy process (AHP) in spatial modeling for floodplain risk assessment. Int J Mach Learn Comput 4(5):450–457. https://doi.org/10.7763/IJMLC.2014.V4.453
Simsek C, Gunduz O (2007) IWQ index: a GIS-integrated technique to assess irrigation water quality. Environ Monit Assess 128:277–300. https://doi.org/10.1007/s10661-006-9312-8
Subramani T, Elango L, Damodarasamy SR (2005) Groundwater quality and its suitability for drinking and agricultural use in Chithar River basin, Tamil Nadu, India. Environ Geol 47(8):1099–1110. https://doi.org/10.1007/s00254-005-1243-0
Sud D, Mahajan G, Kaur MP (2008) Agricultural waste material as potential adsorbent for sequestering heavy metal ions from aqueous solutions–a review. Bioresour Technol 99(14):6017–6027. https://doi.org/10.1016/j.biortech.2007.11.064
Tadepalli S, Murthy KSR, Rakesh NN (2016) Removal of cu (II) and Fe (II) from industrial waste water using orange peel as adsorbent in batch mode operation. Int J Chem Tech Res 9(5):290–299
Tiwari AK, De Maio M, Singh PK, Mahato MK (2015) Evaluation of surface water quality by using GIS and a heavy metal pollution index (HPI) model in a coal mining area, India. Bull Environ Contam Toxicol 95(3):304–310. https://doi.org/10.1007/s00128-015-1558-9
Ullah R, Malik RN, Qadir A (2009) Assessment of groundwater contamination in an industrial city, Sialkot. Pakistan. Afr J Environ Sci Technol 3(12):429–446
Wedley WC (1993) Consistency prediction for incomplete AHP matrices. Math Comput Model 17(4–5):151–161. https://doi.org/10.1016/0895-7177(93)90183-Y
WHO (2016) World Health Organisation, Water Health Sanitation. Available: http://www.who.int/water_sanitation_health/diseases/burden/en/. Accessed 25 May 2020
Wu Z, Wang X, Chen Y, Cai Y, Deng J (2018) Assessing river water quality using water quality index in Lake Taihu Basin, China. Sci Total Environ 612:914–922. https://doi.org/10.1016/j.scitotenv.2017.08.293
Yusuf KA (2007) Evaluation of groundwater quality characteristics in Lagos-City. J Appl Sci 7(13):1780–1784. https://doi.org/10.3923/jas.2007.1780.1784
Zakir HM (2019) Quality and metallic pollution level in surface waters of an urban industrialized city: a case study of Chittagong City, Bangladesh. J Ind Saf Eng 4(2):9–18. https://doi.org/10.3759/joise.v4i2.1941
Acknowledgments
The authors would like to thank the Ministry of Human Resource Development, Government of India, for funding the research work. The authors would also like to acknowledge the Department of Environmental Science and Engineering, Indian Institute of Technology (Indian School of Mines), Dhanbad, for assisting the study by assisting various instrumentations, software, and laboratory facilities. The authors are also grateful to the professors and researchers working in the field of water quality of the institute for feedbacks to define the weightage used in this study.
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There is no external funding for this research. This is solely a work of doctoral degree from Indian Institute of Technology (Indian School of Mines), Dhanbad.
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BP has guided the research and has provided the idea to carry out the research. PS was a major contributor in sampling, analyzing water quality parameters, data interpretation, and writing the manuscript. All authors read and approved the final manuscript.
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Saha, P., Paul, B. Identification of potential strategic sites for city planning based on water quality through GIS-AHP-integrated model. Environ Sci Pollut Res 28, 23073–23086 (2021). https://doi.org/10.1007/s11356-020-12292-9
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DOI: https://doi.org/10.1007/s11356-020-12292-9