Vulnerability assessment of surface water quality with an innovative integrated multi-parameter water quality index (IMWQI)

Document Type: Original Research Paper


1 1Graduate School of Environmental Science, Hokkaido University, Sapporo, Japan; 2 Department of Public Health and Informatics, Jahangirnagar University, Dhaka, Bangladesh

2 Graduate School of Environmental Science, Hokkaido University, Sapporo, Japan

3 Faculty of Health Sciences, Hokkaido University, Sapporo, Japan

4 Research Division for Higher Education, Hokkaido University, Sapporo, Japan

5 Agricultural Faculty of the University of Palangka Raya, Palangka Raya, Indonesia

6 University of PalangkaRaya, Palangka Raya, Indonesia

7 Department of Environmental Sciences, Jahangirnagar University, Dhaka, Bangladesh



The development of a surface water evaluation index is a critical factor in the assessment, restoration and protection of stream water quality. Quantifying water pollution in specific grade using dominant parameters is important, as this can explain the current state of water pollution with accuracy. As a result, an integrated multi-parameter water quality index has been developed. It is based on the 10 most prevailing parameters (pH, conductivity, nitrate ions, phosphate ions, Escherichia coli number, cadmium, chromium, lead, copper and manganese) with a scale of 1 to 4, wherein the grades are classified into 1: good; 1.1-1.5: slightly polluted; 1.6-2.0: moderately polluted; 2.1-2.9: heavily polluted and 3.0-4.0: gravely polluted. The measuring stick used was according to the 2011 background values of the World Health Organization (WHO) in which a value of 0.1 was attributed for each, so that the final grade can be calculated. Water quality data were successfully fitted in an integrated multi-parameter water quality index to measure the river water level of pollution, and effectively represented every water bodies. This innovative index is able to quantify pollution with respect to seasons, geography and geomorphology of the respective rivers. Although operative, this index still lacks scientific integrity and as such, more synoptic experiments in the rivers of developing countries are recommended to attain a pragmatic feature.


Alan, A.S., Clois, J.S., Dennis, R.S., Gordon, G.R. (1976). Chlorination of Organics in Drinking Water. American Water Works Assoc., 68, 615-620.
Anton, S.D., Lu, X., Bank, G., Heekin, K., Saha, D., Pamela, J.D., Hausenblas, H.A. (2013). Effect of a novel dietary supplement on pH levels of healthy volunteers: a pilot study. J Integr Med., 11, 384– 388.
APHA-AWWA (American Public Health Association–American Water Works Association). (1998). Standard Methods for the Examination of Water and Wastewater, 20th ed. section 3120.
Burgard, D.J. (2014). White Paper on Total Dissolved Solids in Food Processing Wastewater Beneficial Agricultural Reuse. Cascade Earth Sciences, Spokane, Washington, USA.
Calderon, P., Hunter, P. (2009). Epidemiological studies and the association of cardiovascular disease risks with water hardness, Ch 10. In: WHO, 2009. Calcium and magnesium in drinking water: Public health significance. World Health Organization, Geneva, Switzerland, 194.
Carpenter, S.R., Caraco, N.F.,Correll, D.L., Howarth, R.W., Sharpley, A.N., Smith, V.H. (1998). Nonpoint pollution of surface waters with phosphorus and nitrogen. EcolAppl., 8, 559-568.
Chaturvedi, M.K., Bassin, J.K. (2010). Assessing the water quality index of water treatment plant and bore wells, in Delhi, India. Environ Monit Assess., 163, 449-453.
Combs, G.F., Nielsen, F.H. (2009). Health significance of calcium and magnesium: Examples from human studies, Ch 8. In: WHO, 2009. Calcium and magnesium in drinking water: Public health significance. World Health Organization, Geneva, Switzerland, 194.
Costa, M., Klein, C.B. (2006).Toxicity and carcinogenicity of chromium compounds in humans.CRC Crit Rev Toxicol., 36, 155-163.
Crossgrove, J., Zheng, W. (2004). Manganese toxicity upon overexposure.NMR Biomed., 17, 544-553.
Cude, C.G. (2001). Oregon water quality index: A tool for evaluating water quality management effectiveness. J Am Water Resour Assoc., 37, 125-137.
Debels, P., Figueroa, R., Urrutia, R., Barra, R., Niell, X. (2005). Evaluation of water quality in the Chillan River (Central Chile) using physicochemical parameters and a modified Water Quality Index. Environ Monit. Assess., 110, 301-322.
Edberg, S., Rice, E.W., Karlin, R.J., Allen, M.J. (2000). Escherichia coli: the best biological drinking water indicator for public health protection. J Appl Microbiol., 88, 106-116.
Emmanuel, E., Angerville, R., Joseph, O., Perrodin, Y. (2007). Human health risk assessment of lead in drinking water: a case study from Port-au-Prince, Haiti. Int J Environ Pollut., 31, 280-291.
Fan, A.M., Steinberg, V.E. (1996). Health implications of nitrate and nitrite in drinking water: an update on methemoglobinemia occurrence and reproductive and developmental toxicity. Regul Toxicol Pharmacol., 23, 35-43.
Fong, T.T., Lipp, E.K. (2005). Enteric viruses of humans and animals in aquatic environments: health risks, detection, and potential water quality assessment tools. Microbiol Mol Biol Rev., 69, 357-371.
Gaetke, L.M., Chow, C.K. (2003). Copper toxicity, oxidative stress, and antioxidant nutrients.Toxicology, 189, 147-163.
Hammerum, A.M., Heuer, O.E. (2009). Human health hazards from antimicrobial-resistant Escherichia coli of animal origin. Clinl Infect Dis., 48, 916-921.
Hanada, T., Isobe, H., Saito, T., Ogura, S., Takekawa, H., Yamazaki, K., Tokuchi, Y., Kawakami, Y. (1998). Intracellular accumulation of thallium as a marker of cisplatin cytotoxicity in nonsmall cell lung carcinoma. Cancer, 83, 930-935.
Handschuh, H. (2007). Acid-Base Balance: Indispensable for Our Metabolism. Cell Chem., 133, 1-7.
Hsu, P.C., Guo, Y.L. (2002). Antioxidant nutrients and lead toxicity.Toxicology, 180, 33-44.
Hundesa, A., Carlos, M.M., Silvia, B., Nestor, A.G., Rosina, G. (2006). Identification of Human and Animal Adenoviruses and Polyomaviruses for Determination of Sources of Fecal Contamination in the Environment.Appl Environ Microbiol., 72, 7886-7893.
Järup, L. (2003). Hazards of heavy metal contamination.Br Med Bull., 68, 167-182.
Järup, L., Berglund, M., Elinder, C.G., Nordberg, G., Vanter, M. (1998). Health effects of cadmium exposure–a review of the literature and a risk estimate. Scand JWorkEnvHealth, 1, 1-51.
Kannel, P.R., Lee, S., Lee, Y.S., Kanel, S.R., Khan, S.P. (2007). Application of water quality indices and dissolved oxygen as indicators for river water classification and urban impact assessment. Environ Monit Assess., 132, 93–110.
Kavcar, P., Sofuoglu, A., Sofuoglu, S.C. (2009). A health risk assessment for exposure to trace metals via drinking water ingestion pathway.Int J HygEnv Health, 212, 216-227.
Khan, F., Husain, T., Lumb, A. (2003). Water quality evaluation and trend analysis in selected watersheds of the Atlantic region of Canada.Environ Monit Assess.,88,221–242.
Kondakis, X.G., Makris, N., Leotsinidis, M., Prinou, M., Papapetropoulos, T. (1989). Possible health effects of high manganese concentration in drinking water. Arch Environ Health, 44, 175-178.
Lumb, A., Halliwell, D., Sharma, T. (2002, Oct. 21– 23). Canadian water quality index to monitor the changes in water quality in the Mackenzie River– Great Bear.(In: Proceedings of the 29th Annual Aquatic Toxicity Workshop, Whistler, B.C., Canada).
Ma, H.W., Hung, M.L., Chen, P.C. (2007). A systemic health risk assessment for the chromium cycle in Taiwan.Environ Int., 33, 206-218.
Manassaram, D.M., Backer, L.C., Moll, D.M. (2006). A review of nitrates in drinking water: maternal exposure and adverse reproductive and developmental outcomes. Environ Health Perspect., 114, 320-327.
Mergler, D., Baldwin, M., Belanger, S., Larribe, F., Beuter, A., Bowler, R., Hudnell, K. (1998). Manganese neurotoxicity, a continuum of dysfunction: results from a community based study. Neurotoxicology, 20, 327-342.
Mergler, D., Huel, G., Bowler, R., Iregren, A., Belanger, S., Baldwin, M., Martin, L. (1994). Nervous system dysfunction among workers with long-term exposure to manganese.Environ Res., 64, 151-180.
Miettinen, I.T., Vartiainen, T., Martikainen, P.J. (1997). Phosphorus and bacterial growth in drinking water.Appl Environ Microbiol., 63, 3242-3245.
Miller, W., Joung, H.M., Mahannah, C.N., Garrett, J.R. (1986). Identification of water quality differences Nevada through index application. J. Environmental Quality, 15, 265-272.
Montgomery, M.A., Elimelech, M. (2007). Water and sanitation in developing Countries: including Health in the equation. EnvSc Technol., 41, 17-24.
Ongley, E. (1998). Modernization of water quality programs in developing countries: issues of relevancy and cost efficiency. Water Quality International, Sept/Oct-1998, 37-42.
Ozcelik, D., Uzun, H. (2009). Copper intoxication; antioxidant defenses and oxidative damage in rat brain. BiolTrace Elem Res., 127, 45-52.
Pan, J., Plant, J.A., Voulvoulis, N., Oates, C.J., Ihlenfeld, C. (2010). Cadmium levels in Europe: implications for human health. Environ Geochem Health, 32, 1-12.
Papanikolaou, N.C., Hatzidaki, E.G., Belivanis, S., Tzanakakis, G.N., Tsatsakis, A.M. (2005). Lead toxicity update. A brief review.Med SciMonit., 11, 329-336.

Paustenbach, D.J., Meyer, D.M., Sheehan, P.J., Lau, V. (1991). An assessment and quantitative uncertainty analysis of the health risks to workers exposed to chromium contaminated soils. ToxicolIndHealth, 7, 159-196.
Pizarro, F., Olivares, M., Uauy, R., Contreras, P., Rebelo, A., Gidi, V. (1999).Acute gastrointestinal effects of graded levels of copper in drinking water.Environ Health Perspect.,107, 117-121.
Prüss, A. (1998). Review of epidemiological studies on health effects from exposure to recreational water. Int JEpidemiol., 27, 1-9.
Rauch, W., Henze, M., Koncsos, L., Reichert, P., Shanahan, P., Somlyody, L., Vanrolleghem, L. (1998). River water quality modelling: I. State of the art. Water Sci Technol., 38, 237-244.
Sanchez, E., Colmenarejo, M.F., Vicente, J., Rubio, A., Garcia, M.G.., Travieso, L., Borja, R. (2007). Use of the water quality index and dissolved oxygen deficit as simple indicators of watersheds pollution.Ecol Indices., 7, 315-328.
Schwalfenberg, G.K. (2012).The alkaline diet: is there evidence that an alkaline pH diet benefits health. J Environ Public Health, 2012, 1-7. doi: 10.1155/2012/727630.
Shanahan, P., Henze, M., Koncsos, L., Rauch, W., Reichert, P., Somlyody, L., Vanrolleghem, P. (1998). River water quality modeling: II. Problems of the art. Water Sci Technol., 38, 245-252.
Sigler, W.A., Bauder, J. (2007). Nitrate/Nitrite Fact SheetExtension Water Quality Program, Department of Land Resources and Environmental Sciences, Montana State University.
Sikder, M.T., Kihara, Y., Yasuda, M., Yustiawati, Mihara, Y., Tanaka, S., Odgerel, D., Mijiddorj, B., Syawal, S.M., Hosokawa, T., Saito, T., Kurasaki, M. (2013). River Water Pollution in Developed and Developing Countries: Judge and Assessment of Physicochemical Characteristics and Selected Dissolved Metal Concentration. Clean: Soil Air Water, 41, 60-68.
Sikder, M.T., Yasuda, M., Yustiawati, Syawal, S.M., Saito, T., Tanaka, S., Kurasaki, M.(2012).Comparative Assessment of Water Quality in the Major Rivers of Dhaka and West Java.Int J Environ Prot., 2, 8-13.
Sims, J.T., Simard, R.R., Joern, B.C. (1998). Phosphorus Loss in Agricultural Drainage: Historical Perspective and Current Research. J Environ Qual., 27, 277–293.
Smith, A.H., Steinmaus, C.M. (2009). Health effects of arsenic and chromium in drinking water: recent human findings. AnnuRev Public Health,30, 107.
Somlyody, L., Henze, M., Koncsos, L., Rauch, W., Reichert, P., Shanahan, P., Vanrolleghem, P. (1998). River water quality modelling: III. Future of the art. Water Sci Technol., 38, 253-260.
Susan, E.B., Russell, J. (2000).Acid-Alkaline Balance and Its Effect on Bone Health. International Journal of Integr Med., 2, 1-12.
Tapiero, H., Townsend, D.M., Tew, K.D. (2003). Trace elements in human physiology and pathology; Copper.Biomed Pharmacother., 57, 386-398.
Tchobanoglous, G., Burton, F.L., Stensel, H.D. (1991).Wastewater Engineering Treatment and Reuse.Metcalf & Eddy, Inc. 4th edn. Management, 7, 1-4.
Ward, M.H., Cerhan, J.R., Colt, J.S., Hartge, P. (2006). Risk of non-Hodgkin lymphoma and nitrate and nitrite from drinking water and diet. Epidemiology, 17, 375-382.
WHO (World Health Organization) (2006). Guidelines for drinking-water quality: First addendum to volume 1,World Health Organization, Geneva.
WHO (World Health Organization) (2009).Calcium and magnesium in drinking-water: public health significance. Cotruvo J, Bartram J, edn. World Health Organization, Geneva.
WHO (World Health Organization) (2011). Nitrate and nitrite in drinking-water; Background document for development of WHO Guidelines for Drinking-water Quality, World Health Organization, Geneva.
WHO (World Health Organization) (2011). Guidelines for drinking water quality-1, recommendations, 4th ed.: World Health Organization, Geneva.
Wigle, D.T. (2003).Child health and the environment.(Oxford University Press).
Woolf, A., Wright, R., Amarasiriwardena, C., Bellinger, D. (2002). A child with chronic manganese exposure from drinking water.Environ Health Perspect.,110, 613.
WSU and WDOE (1995). Irrigation Management Practices to Protect Groundwater and Surface Water Quality. Washington Department of Ecology and Washington State University.Olympia, WA and Pullman, Washington.
Yang, Q.W., Shu, W.S., Qiu, J.W., Wang, H.B., Lan, C.Y. (2004). Lead in paddy soils and rice plants and its potential health risk around Lechang Lead/Zinc Mine, Guangdong, China. Environ Int., 30, 883-889.
Zhitkovich, A. (2011). Chromium in drinking water: sources, metabolism, and cancer risks. ChemRes Toxicol.,24, 1617-1629.
Zietz, B.P., Dieter, H.H., Lakomek, M., Schneider, H., Keßler-Gaedtke, B., Dunkelberg, H. (2003). Epidemiological investigation on chronic copper toxicity to children exposed via the public drinking water supply. Sci Total Environ., 302, 127-144.