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Research Article

Evaluation of spatio-temporal variations in water quality and suitability of an ecologically critical urban river employing water quality index and multivariate statistical approaches: A study on Shitalakhya river, Bangladesh

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Pages 1388-1415 | Received 19 Aug 2020, Accepted 06 Nov 2020, Published online: 18 Nov 2020

References

  • Abbasi T, Abbasi SA. 2012. Water quality indices. Amsterdam, Netherland Elsevier.
  • Abida B. 2008. Study on the quality of water in some streams of Cauvery river. J Chem. 5(2):377–384. doi:10.1155/2008/234563
  • Abrahão R, Carvalho M, da Silva WR, Jr., Machado TTV, Gadelha CLM, Hernandez MIM. 2010. Use of index analysis to evaluate the water quality of a stream receiving industrial effluents. Water SA. 33(4):459–465. doi: 10.4314/was.v33i4.52940
  • Adamu CI, Nganje TN, Edet A. 2015. Heavy metal contamination and health risk assessment associated with abandoned barite mines in Cross River State, southeastern Nigeria. Environ Nanotechnol Monit Manag. 3:10–21. doi:10.1016/j.enmm.2014.11.001
  • Ahmed AU, Reazuddin M. 2000. Industrial pollution of water systems in Bangladesh. In: Rahman AA, editor. Environmental system of surface water systems of Bangladesh. 1st ed. Dhaka, Bangladesh: University Press Limited. p. 175–178.
  • Ahmed MK, Baki MA, Islam MS, Kundu GK, Habibullah-Al-Mamun M, Sarkar SK, Hossain MM. 2015. Human health risk assessment of heavy metals in tropical fish and shellfish collected from the river Buriganga, Bangladesh. Environ Sci Pollut Res Int. 22(20):15880–15890. doi:10.1007/s11356-015-4813-z
  • Ahsan MA, Siddique MAB, Munni MA, Akbor MA, Akter S, Mia MY. 2018. Analysis of physicochemical parameters, anions and major heavy metals of the Dhaleshwari River water, Tangail, Bangladesh. Am J Environ Prot. 7(2):29–39.
  • Alam AMS, Islam MA, Rahman MA, Aalam MN, Siddique M, Matin MA. 2004. Comparative study of the toxic metals and nonmetal status in the major river system of Bangladesh. Dhaka Univ J Sci. 51(2):201–208.
  • Al-Razee ANM, Abser MN, Mottalib MA, Ansary MZH. 2016. Assessment of lead in water, sediments, soils and vegetables grown on the bank of Shitalakhya river, Bangladesh. J Bangladesh Acad Sci. 40(2):91–99. doi: 10.3329/jbas.v40i2.30764
  • APHA. 2005. Standard methods for the examination of water and wastewater. 21st ed. Washington, DC: American Public Health Association. http://www.ncbi.nlm.nih.gov/pubmed/17489283.
  • Bakali B, Mia MY, Zakir HM. 2014. Water quality evaluation of Tongi area in Bangladesh: an impact of industrialization. J Chem Biol Phys Sci. 4(2):1735–1752.
  • Barakat A, Baghdadi ME, Rais J, Aghezzaf B, Slassi M. 2016. Assessment of spatial and seasonal water quality variation of Our Er Rbia river (Morocco) using multivariate statistical techniques. Int Soil Water Conserv Res. 4(4):284–292. doi:10.1016/j.iswcr.2016.11.002
  • Batabyal AK, Chakraborty S. 2015. Hydrogeochemistry and water quality index in the assessment of groundwater quality for drinking uses. Water Environ Res. 87(7):607–617. doi:10.2175/106143015X14212658613956
  • BBS. 2013. District statistics 2011: Narsingdi. Bangladesh: Bangladesh Bureau of Statistics (BBS), Statistics and Informatics Division (SID), Ministry of Planning, Government of the People’s Republic of Bangladesh. http://203.112.218.65:8008/WebTestApplication/userfiles/Image/District%20Statistics/Narsingdi.pdf.
  • Belkhiri L, Boudoukha A, Mouni L. 2011. A multivariate statistical analysis of groundwater chemistry data. Int J Environ Res. 5(2):537–544.
  • Bhadja P, Vaghela AK. 2013. Assessment of physicochemical parameters and water quality index of reservoir water. Int J Plant Anim Environ Sci. 3(3):89–95.
  • Bhaduri A, Bogardi J, Siddiqi A, Voigt H, Vörösmarty C, Pahl-Wostl C, Bunn SE, Shrivastava P, Lawford R, Foster S, et al. 2016. Achieving sustainable development goals from a water perspective. Front Environ Sci. 4:64. doi:10.3389/fenvs.2016.00064
  • Bhuyan MS, Bakar MA, Rashed-Un-Nabi M, Senapathi V, Chung SY, Islam MS. 2019. Monitoring and assessment of heavy metal contamination in surface water and sediment of the Old Brahmaputra River. Appl Water Sci. 9(5):125. doi:10.1007/s13201-019-1004-y
  • Bhuyan MS, Bakar MA, Sharif ASM, Hasan M, Islam MS. 2018. Water quality assessment using water quality indicators and multivariate analyses of the Old Brahmaputra River. Pollution 4(3):481–493.
  • Bora M, Goswami DC. 2017. Water quality assessment in terms of water quality index (WQI): case study of the Kolong River, Assam, India. Appl Water Sci. 7(6):3125–3135. doi:10.1007/s13201-016-0451-y
  • Brown RM, McClellan NI, Deininger RA, Tozer RG. 1970. A water quality index-do we dare? Water Sew Works 117:339–343.
  • Camargo JA, Alonso A, Salamanca A. 2005. Nitrate toxicity to aquatic animals: A review with new data for freshwater invertebrates. Chemosphere 58(9):1255–1267. doi:10.1016/j.chemosphere.2004.10.044
  • Damanik-Ambarita MN, Lock K, Boets P, Everaert G, Nguyen THT, Forio MAE, Musonge PLS, Suhareva N, Bennetsen E, Landuyt D, et al. 2016. Ecological water quality analysis of the Guayas river basin (Ecuador) based on macroinvertebrates indices. Limnologica 57:27–59. doi:10.1016/j.limno.2016.01.001
  • Deksissa T, Ashton PJ, Vanrolleghem PA. 2003. Control options for river water quality improvement: a case study for TDS and inorganic nitrogen in the Crocodile river. Water SA 29(2):209–217.
  • ECR. 1997. Environment conservation rules. Bangladesh: Ministry of Environment and Forest, Government of the People's Republic of Bangladesh.
  • EQS. 1997. Environmental quality standard. Bangladesh: Bangladesh Gazette, Registered. Department of Environment, Ministry of Environment and Forest, Government of the People's Republic of Bangladesh.
  • EU. 1989. European communities’ regulations: Quality of surface water intended for the abstraction of drinking water. Serial no. 294. Bangladesh: EU.
  • Ezbakhe F. 2018. Addressing water pollution as a means to achieving the sustainable development goals. J Water Pollut Control. 1(1):6.
  • Fan AM. 2011. Nitrate and nitrite in drinking water: A toxicological review. Ency Environ Health 137–145. doi:10.1016/B978-0-444-52272-6.00563-8
  • Fatema K, Begum M, Zahid MA, Hossain M. 2018. Water quality assessment of the river Buriganga. J Biodivers Conserv Bioresour Manag. 4(1):47–54. doi:10.3329/jbcbm.v4i1.37876
  • Ftsum G, Abraha G, Amanual H, Samuael E. 2015. Investigations of physico-chemical parameters and its pollution implications of Elala River, Mekelle, Tigray, Ethiopia. Momona Ethiopian J Sci. 7(2):240–257. doi:10.4314/mejs.v7i2.7
  • Ghorbani R, Hajimoradlou A, Molayi M, Naeimi A, Norozi N, Vesaghi M. 2015. Assessment of the health status of the Ziyarat stream based on NSFWQI quality index (Golestan Province). Q J Aquat Exploit Breed. 4(2):111–122.
  • Guettaf M, Maoui A, Ihdene Z. 2017. Assessment of water quality: a case study of the Seybouse River (North East of Algeria). Appl Water Sci. 7(1):295–307. doi:10.1007/s13201-014-0245-z
  • Gupta N, Pandey P, Hussain J. 2017. Effect of physicochemical and biological parameters on the quality of river water of Narmada, Madhya Pradesh, India. Water Sci. 31(1):11–23. doi:10.1016/j.wsj.2017.03.002
  • Gyawali S, Techato K, Monprapussorn S, Yuangyai C. 2013. Integrating land use and water quality for environmental based land use planning for U-tapao River Basin, Thailand. Procedia Soc Behav Sci. 91:556–563. doi: 10.1016/j.sbspro.2013.08.454
  • Haque ME. 2018. Study on surface water availability for future water demand for Dhaka city. Dhaka, Bangladesh: Department of Water Resources Engineering, Bangladesh University of Engineering and Technology. p. 8–9. http://lib.buet.ac.bd:8080/xmlui/bitstream/handle/123456789/5001/Full%20Thesis.pdf?sequence=1&isAllowed=y.
  • Hasan MK, Shahriar A, Jim KU. 2019. Water pollution in Bangladesh and its impact on public health. Heliyon 5(8):e02145. doi:10.1016/j.heliyon.2019.e02145
  • Hector RA, Manuel CC, Rey MQ, Ruben AST, Adan PM. 2012. An overall water quality index (WQI) for a man-made aquatic reservoir in Mexico. Int J Environ Res Public Health 9:1687–1698. doi:10.3390/ijerph9051687
  • Horton RK. 1965. An index number system for rating water quality. J Water Pollut Control Fed. 37(3):300–306.
  • Howladar MF, Al Numanbakth MA, Faruque MO. 2018. An application of water quality index (WQI) and multivariate statistics to evaluate the water quality around Maddhapara Granite Mining Industrial Area, Dinajpur, Bangladesh. Environ Syst Res. 6(1):13. doi: 10.1186/s40068-017-0090-9
  • Huq SMI, Alam MD. 2005. A handbook on analyses of soil, plant, and water. Dhaka, Bangladesh: BACER-DU, University of Dhaka.
  • Irin A, Islam MS, Kabir MH, Hoq ME. 2017. Heavy metal contamination in water and fishes from the Shitalakhyariver at Narayanganj, Bangladesh. Bangladesh J Zool. 44(2):267–273. doi:10.3329/bjz.v44i2.32766
  • Islam MR, Das NG, Barua P, Hossain MB, Venkatramanan S, Chung SY. 2017. Environmental assessment of water and soil contamination in Rajakhali Canal of Karnaphuli River (Bangladesh) impacted by anthropogenic influences: a preliminary case study. Appl Water Sci. 7(2):997–1010. doi:10.1007/s13201-015-0310-2
  • Islam MS, Kabir MH, Sifat SA, Meghla NT, Tusher TR. 2014. Status of water quality from the Padma River at Bheramara Point of Kushtia in Bangladesh. Bangladesh J Environ Sci. 27:110–115.
  • Islam MS, Meghla NT, Suravi MS, Sultana IM. 2012b. Status of water quality in the Dhaleshwari River and its effect on aquatic organism. J Environ Sci Water Resour. 1(8):192–201.
  • Islam MS, Mohanta SC, Siddique MAB, Abdullah-Al-Mamun M, Hossain N, Bithi UF. 2018. Physico-chemical assessment of water quality parameters in Rupsha River of Khulna Region, Bangladesh. Int J Eng Sci. 7(1):57–62. doi:10.9790/1813-0701015762
  • Islam MS, Tusher TR, Mustafa M, Mahmud S. 2012a. Effects of solid waste and industrial effluents on water quality of Turag river at Konabari industrial area, Gazipur, Bangladesh. J Environ Sci Nat Resour. 5(2):213–218. doi: 10.3329/jesnr.v5i2.14817
  • Islam SMD, Azam G. 2015. Seasonal variation of physicochemical and toxic properties in three major rivers; Shitalakhya, Buriganga and Turag around Dhaka city, Bangladesh. J Biodiv Environ Sci. 7(3):120–131.
  • Islam SMD, Bhuiyan MAH, Rume T, Mohinuzzaman M. 2016. Assessing heavy metal contamination in the bottom sediments of Shitalakhya River, Bangladesh; using pollution evaluation indices and geo-spatial analysis. Pollut. 2(3):299–312.
  • Jareda G, Dhekne PY, Mahapatral SP. 2016. Water quality index and heavy metal pollution index of Bailadila iron ore mine area and its peripherals. Int J Eng Appl Sci. 3(12):80–86.
  • Jindal R, Sharma C. 2011. Studies on water quality of Sutlej River around Ludhiana with reference to physicochemical parameters. Environ Monit Assess. 174(1-4):417–425. doi: 10.007/s10661-010-1466-8
  • Jung KY, Lee K-L, Im TH, Lee IJ, Kim S, Han K-Y, Ahn JM. 2016. Evaluation of water quality for the Nakdong River watershed using multivariate analysis. Environ Technol Innov. 5:67–82. doi: 10.1016/j.eti.2015.12.001
  • Kabir MH, Islam MS, Hoq ME, Tusher TR, Islam MS. 2020a. Appraisal of heavy metal contamination in sediments of the Shitalakhya River in Bangladesh using pollution indices, geo-spatial, and multivariate statistical analysis. Arab J Geosci. 13(21):1135. doi:10.1007/s12517-020-06072-5
  • Kabir MH, Islam MS, Tusher TR, Hoq ME, Muliadi, Mamun SA. 2020b. Changes of heavy metal concentrations in Shitalakhya river water of Bangladesh with seasons. Indonesian J Sci Technol. 5(3):395–409. doi:10.17509/ijost.v5i3.25007
  • Karakaya N, Evrendilek F. 2010. Water quality time series for Big Melen Stream (Turkey): its decomposition analysis and comparison to upstream. Environ Monit Assess. 165(1–4):125–136. doi:10.1007/s10661-009-0932-7
  • Khan MAI, Hossain AM, Huda ME, Islam MS, Elahi SF. 1970. Physico-chemical and biological aspects of monsoon waters of Ashulia for economic and aesthetic applications: preliminary studies. Bangladesh J Sci Ind Res. 42(4):377–396. doi:10.3329/bjsir.v42i4.747
  • Khan MYA, Gani KM, Chakrapani GJ. 2016. Assessment of surface water quality and its spatial variation. A case study of Ramganga River, Ganga Basin, India. Arab J Geosci. 9:28. doi: 10.1007/s12517-015-2134-7
  • Kibena J, Nhapi I, Gumindoga W. 2014. Assessing the relationship between water quality parameters and changes in land use patterns in the Upper Manyame River, Zimbabwe. Phys Chem Eart. 67–69:153–163. doi:10.1016/j.pce.2013.09.017
  • Kormoker T, Proshad R, Islam MS. 2019. Ecological risk assessment of heavy metals in sediment of the Louhajang River, Bangladesh. SF J Environ Earth Sci. 2(2):1030.
  • Li C, Sun M, Song C, Tao P, Yin Y, Shao M. 2017. Assessment of heavy metal contamination in the sediments of the Shuangtaizi estuary using multivariate statistical techniques. Soil Sediment Contam. 26(1):45–58. doi:10.1080/15320383.2017.1245710
  • Li P, He X, Guo W. 2019. Spatial groundwater quality and potential health risks due to nitrate ingestion through drinking water: a case study in Yan’an City on the Loess Plateau of northwest China. Hum Ecol Risk Assess. 25(1-2):11–31. doi:10.1080/10807039.2018.1553612
  • Li P, Qian H. 2018a. Water resource development and protection in loess areas of the world: a summary to the thematic issue of water in loess. Environ Earth Sci. 77(24):796. doi:10.1007/s12665-018-7984-3
  • Li P, Qian H. 2018b. Water resources research to support a sustainable China. Int J Water Resour Dev. 34(3):327–336. doi:10.1080/07900627.2018.
  • Li P, Wu J, Tian R, He S, He X, Xue C, Zhang K. 2018. Geochemistry, Hydraulic Connectivity and Quality Appraisal of Multilayered Groundwater in the Hongdunzi Coal Mine, Northwest China. Mine Water Environ. 37(2):222–237. doi:10.1007/s10230-017-0507-8
  • Martinez-Tavera E, Rodriguez-Espinosa PE, Shruti VC, Sujitha SV, Morales-Garcia SS, Munoz-Sevilla NP. 2017. Monitoring the seasonal dynamics of physicochemical parameters from Atoyac River basin (Puebla), Central Mexico: multivariate approach. Environ Earth Sci. 76(2):95. doi:10.1007/s12665-017-6406-2
  • Matin MA, Kamal R. 2010. Impact of climate change on river system. In: Proceedings of the International Symposium on Environmental Degradation and Sustainable Development. Dhaka, Bangladesh: SEDSD. p. 61–65.
  • Meghla NT, Islam MS, Ali MA, Suravi, Sultana NT. 2013. Investigation of physicochemical properties of water from the Turag River in Dhaka City. Bangladesh. Int J Curr Microbiol Appl Sci. 2(5):110–167.
  • Mena-Rivera L, Salgado-Silva V, Benavides-Benavides C, Coto-Campos JM, Swinscoe THA. 2017. Spatial and seasonal surface water quality assessment in a tropical urban catchment: Burío River, Costa Rica. Water 9(8):558. doi:10.3390/w9080558
  • Mobin MN, Islam MS, Mia MY, Bakali B. 2014. Analysis of physicochemical properties of the Turag River water, Tongi, Gazipur in Bangladesh. J Environ Sci Nat Resour. 7(1):27–33. doi:10.3329/jesnr.v7i1.22140
  • Mottalib MA, Razee ANMA, Abser MN, Aman EUM. 2016. Assessment of physicochemical properties of surface water of Shitalakhyariver near Polash, Narsingdi, Bangladesh. IJAR. 4(8):915–924. doi:10.21474/IJAR01/1288
  • Murhekar GH. 2011. Assessment of physico-chemical status of ground water samples in Akot city. Res J Chem Sci. 1(4):117–124.
  • Olías M, Nieto JM, Sarmiento AM, Cerón JC, Cánovas CR. 2004. Seasonal water quality variations in a river affected by acid mine drainage: the Odiel River (South West Spain). Sci Total Environ. 333(1–3):267–281. doi:10.1016/j.scitotenv.2004.05.012
  • Olsen RL, Chappell RW, Loftis JC. 2012. Water quality sample collection, data treatment and results presentation for principal components analysis-literature review and Illinois River Watershed case study. Water Res. 46(9):3110–3122. doi:10.1016/j.watres.2012.03.028
  • Ouyang Y. 2005. Evaluation of river water quality monitoring stations by principal component analysis. Water Res. 39(12):2621–2635. doi:10.1016/j.watres.2005.04.024
  • Park Y, Hwang S. 2016. Ecological monitoring, assessment, and management in freshwater systems. Water 8(8):324. doi:10.3390/w8080324
  • Parveen S, Bharose R, Singh D. 2017. Assessment of physico-chemical properties of tannery waste water and its impact on fresh water quality. Int J Curr Microbiol Appl Sci. 6(4):1879–1887.
  • Philips S, Laanbroek HJ, Verstraete W. 2002. Origin, causes and effects of increased nitrite concentrations in aquatic environments. Rev Environ Sci Biotechnol. 1(2):115–141. doi: 10.1023/A:1020892826575
  • Phung D, Huang C, Rutherford S, Dwirahmadi F, Chu C, Wang X, Nguyen M, Nguyen NH, Do CM, Nguyen TH, et al. 2015. Temporal and spatial assessment of river surface water quality using multivariate statistical techniques: a study in Can Tho City, a Mekong Delta area, Vietnam. Environ Monit Assess. 187(5):1–13. doi:10.1007/s10661-015-4474-x.
  • Proshad R, Islam S, Tusher TR, Zhang D, Khadka S, Gao J, Kundu S. 2020. 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. doi:10.1080/15569543.2020.1780615
  • Qadir A, Malik RN, Husain SZ. 2008. Spatio-temporal variations in water quality of Nullah Aik-tributary of the river Chenab, Pakistan . Environ Monit Assess. 140(1–3):43–59. doi:10.1007/s10661-007-9846-4
  • Rahman A, Rahman MA, Miah MG, Hoque MA, Rahman MM. 2018. Productivity and profitability of jackfruit-eggplant agroforestry system in the terrace ecosystem of Bangladesh. Turkish JAF Sci.Tech. 6(2):124–129. doi: 10.24925/turjaf.v6i2.124-129.1330
  • Rahman MS. 1992. Water quality management in aquaculture. Bangladesh: BRAC Prokashana.
  • Ramavandi B, Farjadfard S, Ardjmand M, Dobaradaran S. 2015. Effect of water quality and operational parameters on trihalomethanes formation potential in Dez River water, Iran. Water Resour Ind. 11:1–12. doi: 10.1016/j.wri.2015.03.002
  • Ravikumar P, Mehmood MA, Somashekar RK. 2013. Water quality index to determine the surface water quality of Sankey tank and Mallathahalli lake, Bangalore urban district, Karnataka. Appl Water Sci. 3(1):247–261. doi:10.1007/s13201-013-0077-2
  • Real MKH, Khanam N, Mia MY, Nasreen N. 2017. Assessment of water quality and microbial load of Dhaleshwari River Tangail, Bangladesh. AiM. 07(06):523–533. doi: 10.4236/aim.2017.76041
  • Rizvi N, Katyal DD, Joshi DV. 2016. Seasonal and spatial variation in the water quality of River Hindon at Ncr, India. Int J Curr Res. 8(5):31282–33128.
  • Ross PJ. 1988. Taguchi techniques for quality engineering. New York: McGraw-Hill.
  • Roy BB, Afrin R, Barman SC, Mia MY. 2019. Physicochemical status of Shitalakhya river, an ecologically critical area (ECA) of Bangladesh. IJEAB. 4(1):1–9. doi:10.22161/ijeab/4.1.1
  • Sadeghi M, Bay A, Bay N, Soflaie N, Mehdinejad M, Mallah M. 2015. The survey of Zarin-Gol River water quality in Golestan Province using NSF-WQI and IRWQISC. J He Field 3(3):1–8.
  • Sahu P, Sikdar PK. 2008. Hydrochemical framework of the aquifer in and around East Kolkata wetlands, West Bengal, India. Environ Geol. 55(4):823–835. doi:10.1007/s00254-007-1034-x
  • Sanap RR, Mohite AK, Pingle SD, Gunale VR. 2006. Evaluation of water qualities of Godawari River with reference to physicochemical parameters, district Nasik (M.S.), India. Pollut Res. 25(4):775–778.
  • Scheffe H. 1959. The analysis of variance. New York: Wiley.
  • Sharma M, Kansal A, Jain S, Sharma P. 2015. Application of multivariate statistical techniques in determining the spatial temporal water quality variation of Ganga and Yamuna Rivers present in Uttarakhand State. Water Qual Expo Health 7(4):567–581. doi:10.1007/s12403-015-0173-7
  • Shil S, Singh UK, Mehta P. 2019. Water quality assessment of a tropical river using water quality index (WQI), multivariate statistical techniques and GIS. Appl Water Sci. 9(7):168. doi:10.1007/s13201-019-1045-2
  • Shrinivasa RB, Venkateswaralu P. 2000. Physicochemical analysis of selected groundwater samples. Indian J Environ Protect. 20(3):161.
  • Singh KP, Malik A, Sinha S. 2005. Water quality assessment and apportionment of pollution sources of Gomti river (India) using multivariate statistical techniques-a case study. Anal Chim Acta. 538(1–2):355–374. doi:10.1016/j.aca.2005.02.006
  • Tareq SM, Rahaman MS, Rikta SY, Islam SN, Sultana MS. 2013. Seasonal variation in water quality of the Ganges and Brahmaputra river, Bangladesh. Jahangirnagar Univ Environ Bull. 2:71–82. doi:10.3329/jueb.v2i0.16332
  • Tokatli C, Bastatli Y. 2016. Trace and toxic element levels in river sediments. Pol J Environ. Stud. 25(4):1715–1720. doi: 10.15244/pjoes/62678
  • Trivedy RK, Goel PK. 1986. Chemical and biological methods for water pollution studies. Karad: Environmental Publications.
  • Tusher TR, Sarker ME, Nasrin S, Kormoker T, Proshad R, Islam MS, Mamun SA, Tareq ARM. 2020. Contamination of toxic metals and polycyclic aromatic hydrocarbons (PAHs) in rooftop vegetables and human health risks in Bangladesh. Toxin Rev. doi:10.1080/15569543.2020.1767650
  • Uddin MN, Alam MS, Mobin MN, Miah MA. 2014. An assessment of the river water quality parameters: A case of Jamuna River. J Environ Sci Nat Resour. 7(1):249–256. doi:10.3329/jesnr.v7i1.22179
  • Vaishali P, Punita P. 2013. Assessment of seasonal variation in water quality of River Mini, at Sindhrot, Vadodara. Int J Environ Sci. 3(5):1424–1436. doi:10.6088/ijes.2013030500013
  • Varol M, Gokot B, Bekleyen A, Sen B. 2011. Water quality assessment and apportionment of pollution sources of Tigris River (Turkey) using multivariate statistical techniques: A case study. River Res Appl. doi:10.1002/rra.1533
  • Wang D, Wu J, Wang Y, Ji Y. 2020. Finding high-quality groundwater resources to reduce the hydatidosis incidence in the Shiqu County of Sichuan Province, China: analysis, assessment, and management. Expo Health 12(2):307–322. doi:10.1007/s12403-019-00314-y
  • Ward JH. 1963. Hierarchical grouping to optimize an objective function. J Am Stat Assoc. 58(301):236–244.
  • Ward MH, Jones RR, Brender JD, de Kok TM, Weyer PJ, Nolan BT, Villanueva CM, van Breda SG. 2018. Drinking water nitrate and human health: an updated review. IJERPH. 15(7):1557. doi: 10.3390/ijerph15071557
  • WARPO. 2001. National water management plan (5th Vl.). Bangladesh: Ministry of Water Resources, Government of the People’s Republic of Bangladesh.
  • WHO. 2004. Guidelines for drinking water quality. 3rd ed. Switzerland: World Health Organization Geneva.
  • WHO. 2011. Guidelines for drinking-water quality, incorporating the first addendum. 4th ed. Geneva, Switzerland: World Health Organization.
  • Wu J, Li P, Qian H, Duan Z, Zhang X. 2014. Using correlation and multivariate statistical analysis to identify hydrogeochemical processes affecting the major ion chemistry of waters: case study in Laoheba phosphorite mine in Sichuan. Arab J Geosci. 7(10):3973–3982. doi:10.1007/s12517-013-1057-4
  • Wu J, Li P, Wang D, Ren X, Wei M. 2020a. Statistical and multivariate statistical techniques to trace the sources and affecting factors of groundwater pollution in a rapidly growing city on the Chinese Loess Plateau. Hum Ecol Risk Assess. 26(6):1603–1621. doi:10.1080/10807039.2019.1594156
  • Wu J, Zhang Y, Zhou H. 2020b. Groundwater chemistry and groundwater quality index incorporating health risk weighting in Dingbian County, Ordos Basin of Northwest China. Geochemistry doi:10.1016/j.chemer.2020.125607
  • Xiao J, Jin Z, Wang J. 2014. Geochemistry of trace elements and water quality assessment of natural water within the Tarim River Basin in the extreme arid region, NW China. J Geochem Explor. 136:118–126. doi:10.1016/j.gexplo.2013.10.013
  • Xu G, Li P, Lu K, Tantai Z, Zhang J, Ren Z, Wang X, Yu K, Shi P, Cheng Y. 2019. Seasonal changes in water quality and its main influencing factors in the Dan River basin. Catena. 173:131–140. doi:10.1016/j.catena.2018.10.014
  • Yan Y, Zhao CL, Wang CX, Peng S, Zhang YJ, Wu G. 2016. Ecosystem health assessment of the Liao River basin upstream region based on ecosystem services. Acta Ecol Sin. 36(4):294–300. doi:10.1016/j.chnaes.2016.06.005
  • Yehia H, Sabae S. 2011. Microbial pollution of water in El-Salam canal Egypt. Am Eurasian J Agric Environ Sci. 11(2):305–309.

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