Surface water quality assessment in the central part of Bangladesh using multivariate analysis

KSCE Journal of Civil Engineering

Volumn 15, Issue 6, 2011, Pages 995-1003

  Bhuiyan, Mohammad A H ^a,b   Rakib, M A ^b   Dampare, S B ^a,c   Ganyaglo, S ^c   Suzuki, Shigeyuki ^a  

^a OKAYAMA UNIVERSITY   (Japan)

^b JAHANGIRNAGAR UNIVERSITY   (Bangladesh)

^c NATIONAL NUCLEAR RESEARCH INSTITUTE   (Ghana)

Author keywords

cluster analysis; Dhaka City; principal component analysis; water quality

Indexed keywords

ANALYTICAL PROTOCOLS; ANTHROPOGENIC PROCESS; BANGLADESH; BASELINE DATA; COMMON SOURCE; DATA SETS; DECISION MAKERS; DHAKA CITY; DOMINANT FACTOR; ELECTRICAL CONDUCTIVITY; FECAL COLIFORMS; MICROBIAL LOADS; MULTI VARIATE ANALYSIS; MULTIVARIATE STATISTICAL TECHNIQUES; NATURAL SOURCES; PHYSICOCHEMICAL CHARACTERISTICS; POLLUTION LEVEL; POLLUTION MANAGEMENT; PRINCIPAL COMPONENTS; PROPER DESIGN; RIVER SYSTEMS; SAMPLING SITE; SOIL EROSION; STATISTICALLY SIGNIFICANT CLUSTERS; TOTAL DISSOLVED SOLIDS; TOTAL SUSPENDED SOLIDS; TOTAL VARIANCE; WATER QUALITY PARAMETERS;

BIOCHEMICAL OXYGEN DEMAND; CHLORINE; CLUSTER ANALYSIS; DATA STRUCTURES; DISSOLVED OXYGEN; ELECTRIC CONDUCTIVITY OF SOLIDS; INFORMATION MANAGEMENT; MULTIVARIANT ANALYSIS; POLLUTION; PRINCIPAL COMPONENT ANALYSIS; RIVER POLLUTION; SEWAGE; SURFACE WATERS; TURBIDITY; WATER QUALITY;

QUALITY CONTROL;

EID: 79959807580     PISSN: 12267988     EISSN: 19763808     Source Type: Journal    
DOI: 10.1007/s12205-011-1079-y     Document Type: Article

References (44)

1. th Ed., Washington, D. C.: American Public Health Association.
2. Aruga, R., Gastaldi, D., Negro, G., and Ostacoli, G. (1995). "Pollution of a river basin and its evolution with time studied by multivariate statistical analysis." Anal. Chim. Acta, Vol. 310, No. 1, pp. 15-25.
3. Astel, A., Glosiska, G., Sobczyski, T., Boszke, L., Simeonov, V., Siepak, J. (2006). "Chemometrics in assessment of sustainable development rule implementation." CEJCh., Vol. 4, No. 3, pp. 543-564.
4. Astel, A., Tsakovski, S., Barbieri, P., and Simeonov, V. (2007). "Comparison of self-organizing maps classification approach with cluster and principal components analysis for large environmental data sets." Water Res., Vol. 41, No. 19, pp. 4566-4578.
5. Astel, A. Tsakovski, S., Simeonov, V., Reisenhofer, E., Piselli, S., and Barbieri, P. (2008). "Multivariate classification and modeling in surface water pollution estimation." Anal. Bioanal. Chem., Vol. 390, No. 5, pp. 1283-1292.
6. Baghel, V. S., Gopal, K., Dwivedi, S., and Tripathi, R. D. (2005). "Bacterial indicators of faecal Contamination of the Gangetic river system right at its source." Ecol. Indicat., Vol. 5, No. 1, pp. 49-56.
7. Bracken, C. L., Hendricks, C. W., and Harding, A. K. (2006). "Apparent bias in river water inoculum following centrifugation." J. Microbio. Method., Vol. 67, No. 2, pp. 304-309.
8. Clesceri, L. S., Greenberg, A. E., and Eaton, A. D. (1998). Standard methods for the examination of water and wastewater, 20th Ed. American Public Health Association, Washington, D. C.
9. DoE (1997). "Industrial effluents quality standard for Bangladesh." Bangladesh Gazette Additional.
10. Einax, J. W., Zwanziger, H. W., and Geib, S. (1997). Chemometrics in environmental analysis, Wiley, Weinheim.
11. Elmanama, A. A., Afifi, S., and Bahr, S. (2006). "Seasonal and spatial variation in the monitoring parameters of Gaza Beach during 200-2003." Environ. Res., Vol. 101, No. 1, pp. 25-33.
12. Fatoki, O. S., Muyima, N. Y. O., and Lujiza, N. (2001). "Situation analysis of water quality in the Umtata River catchment." Water SA, Vol. 27, No. 4, pp. 467-473.
13. Helena, B., Pardo, R., Vega, M., Barrado, E., Fernández, J. M., Fernández, L. (2000). "Temporal evolution of groundwater composition in an alluvial aquifer (Pisuerga River, Spain) by principal component analysis." Water Res., Vol. 34, No. 3, pp. 807-816.
14. Howitt, D. and Cramer, D. (2005). Introduction to SPSS in psychology: With supplement for releases 10, 11, 12 and 13, Pearson, Harlow.
15. Jannasch, H. (1968). "Competitive elimination of Enterobacteriaceae from seawater." Appl. Microbio., Vol. 16, No. 10, pp. 1616-1618.
16. Johnston, M. W. and Williams, J. S. (2006). Field comparison of optical and clark cell dissolved oxygen sensors in the tualatin river, Oregon, 2005, U. S. Geological Survey Open-File Report 2006-1047, p. 11.
17. Kowalkowski, T., Zbytniewski, R., Szpejna, J., and Buszewski, B. (2006). "Application of chemometrics in river water classification." Water Res., Vol. 40, No. 1, pp. 744-752.
18. Liu, C. W., Lin, K. H., and Kuo, Y. M. (2003). "Application of factor analysis in the assessment of groundwater quality in a blackfoot disease area in Taiwan." Sci. Tot. Environ., Vol. 313, Nos. 1-3, pp. 77-89.
19. Lu, R. S., and Lo, S. L. (2002). "Diagnosing reservoir water quality using self-organizing maps and fuzzy theory." Water Res., Vol. 36, No. 9, pp. 2265-2274.
20. Marengo, E., Gennaro, M. C., Giacosa, D., Abrigo, C., Saini, G., and Avignone, M. T. (1995). "How chemometrics can helpfully assist in evaluating environmental data Lagoon water." Anal. Chim. Acta, Vol. 317, Nos. 1-3, pp. 53-63.
21. Masamba, W. R. L. and Mazvimavi, D. (2008). "Impact on water quality of land uses along Thamalakane-Boteti River: An outlet of the Okavango Delta." Physic. Chem. Earth, Vol. 33, pp. 687-694.
22. McKenna, J. r., J. E. (2003). "An enhanced cluster analysis program with bootstrap significance testing for ecological community analysis." Environ. Mode. Softw., Vol. 18, No. 3, pp. 205-220.
23. Mendiguchía, C., Moreno, C., Galindo-Riaòo, D. M., and Garcá-Vargas, M. (2004). "Using chemometric tools to assess anthropogenic effects in river water. A case study: Guadalquivir (Spain)." Anal. Chim. Acta, Vol. 515, No. 1, pp. 143-149.
24. Mvungi, A., Hranova, R. K., and Love, D. (2003). "Impact of home industries on water quality in a tributary of the Marimba River, Harare: implications for urban water management." Physic. Chem. Earth, Vol. 28, Nos. 20-27, pp. 1131-1137.
25. Nkansah, K., Dawson-Andoh, B., Slahor, J. (2010). "Rapid characterization of biomass using near infrared spectroscopy coupled with multivariate data analysis: Part 1 yellow-poplar (Liriodendron tulipifera L.)." Bioresour. Technol., Vol. 101, No. 2, pp. 4570-4576.
26. Ntengwe, F. W. (2006). "Pollutant loads and water quality in streams of heavily populated and industrialized towns." Physic. Chem. Earth, Vol. 31, Nos. 15-16, pp. 832-839.
27. Otto, M. (1998). "Multivariate methods." In: Kellner, R., Mermet, J. M., Otto, M., Widmer, H. M. (Eds.), Analytical Chemistry, WileyeVCH, Weinheim.
28. Ouyang, Y., Nkedi-Kizza, P., Wu, Q. T., Shinde, D., and Huang, C. H. (2006). "Assessment of seasonal variations in surface water quality." Water Res., Vol. 40, No. 20, pp. 3800-3810.
29. Palamuleni, L. G., Dolozi, M. B., Masamba, W. R. L., and Claudio-Jeke, A. (2004). "Bacteriological contamination of water in urban poor areas: A case study of South Lunzu Township, Blantyre Malawi." Malawi J. Sci. Techno., Vol. 7, No. 1, pp. 26-33.
30. Qadir, A., Malik, R. N., and Husain, S. Z. (2007). "Spatio-temporal variations in water quality of Nullah Aik-tributary of the river Chenab, Pakistan." Environ. Monit. Assess., Vol. 140, Nos. 1-3, pp. 43-59.
31. Reghunath, R., Murthy, T. R. S., and Raghavan, B. R. (2002). "The utility of multivariate statistical techniques in hydrogeochemical studies: An example from Karnataka, India." Water Res., Vol. 36, No. 10, pp. 2437-2442.
32. Rozen, Y. and Belkin, S. (2001). "Survival of enteric bacteria in seawater." FEMS Microbio. Rev., Vol. 25, No. 5, pp. 513-529.
33. Sarbu, C. and Pop, H. F. (2005). "Principal component analysis versus fuzzy principal component analysis. A case study: The quality of Danube water (1985e 1996)." Talanta, Vol. 65, No. 5, pp. 1215-1220.
34. Shrestha, S. and Kazama, F. (2007). "Assessment of surface water quality using multivariate statistical techniques: A case study of the Fuji river basin, Japan." Environ. Mode. Softw., Vol. 22, No. 4, pp. 464-475.
35. Simeonov, V., Stefanov, S., and Tsakovski, S. (2000). "Environmetrical treatment of water quality survey data from Yantra River, Bulgaria." Microch. Acta, Vol. 134, Nos. 1-2, pp. 15-21.
36. Simeonov, V., Stratis, J. A., Samara, C., Zachariadis, G., Voutsa, D., and Anthemidis, A. (2003). "Assessment of the surface water quality in Northern Greece." Water Res., Vol. 37, No. 17, pp. 4119-4124.
37. Simeonova, P., and Simeonov, V. (2007). "Chemometrics to evaluate the quality of water sources for human consumption." Microch. Acta, Vol. 156, Nos. 3-4, pp. 315-320.
38. Singh, K. P., Malik, A., Mohan, D., and Sinha, S. (2004). "Multivariate statistical techniques for the evaluation of spatial and temporal variations in water quality of Gomti River (India) - A case study." Water Res., Vol. 38, No. 18, pp. 3980-3992.
39. Stefanov, S., Simeonov, V., and Tsakovski, S. (1999). "Chemometrical analysis of waste water monitoring data from Yantra river basin, Bulgaria." Toxicol. Environ. Chem., Vol. 70, pp. 473-482.
40. Tabachnick, B. G. and Fidell, L. S. (2007). Using multivariate statistics, Pearson/Allyn and Bacon, London.
41. USEPA (1985). Test methods for Escherichia coli and enterococci in water by the membrane filter procedure (Method #1103. 1), EPA 600/4-85-076, U. S. Environmental Protection Agency, Environmental Monitoring and Support Laboratory, Cincinnati, OH.
42. Vega, M., Pardo, R., Barrado, E., and Deban, L. (1998). "Assessment of seasonal and polluting effects on the quality of river water by exploratory data analysis." Water Res., Vol. 32, No. 12, pp. 3581-3592.
43. WHO (2004). Guidelines for drinking-water quality, Third Ed. WHO, Geneva, Switzerland.
44. Wunderlin, D. A., Diaz, M. P., Ame, M. V., Pesce, S. F., Hued, A. C., and Bistoni, M. A. (2001). "Pattern recognition techniques for the evaluation of spatial and temporal variations in water quality. A case study: Suquia river basin (Cordoba, Argentina)." Water Res., Vol. 35, No. 12, pp. 2881-2894.