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Research Papers

Assessment of surface water quality of Ain Zada dam (Algeria) using multivariate statistical techniques

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Pages 133-143 | Received 05 Mar 2016, Accepted 17 Jul 2016, Published online: 23 Aug 2016

References

  • Akkaraboyina, M.K. and Raju B.S.N., 2012. Assessment of water quality index of River Godavari at Rajahmundry. Universal Journal of Environmental Research and Technology, 2 (3), 161–167.
  • APHA (American Public Health Association), AWWA (American Water Works Association) and WEF (Water Environment Federation). 2005. Standard methods for the examination of water and wastewater. 2nd ed. APHA-AWWA-WEF: Washington, DC.
  • Armah, F.A., et al., 2010. Anthropogenic sources and environmentally relevant concentrations of heavy metals in surface water of a mining district in Ghana: a multivariate statistical approach. Journal of Environmental Science and Health, 45 (13), 1804–1813. doi: 10.1080/10934529.2010.513296
  • Asif, M., et al., 2011. Application of multivariate statistical techniques for the characterization of ground water quality of Lahore, Gujranwala and Sialkot (Pakistan). Pakistan Journal of Analytical & Environmental Chemistry, 12 (1–2), 102–112.
  • Bai, R.V., Bouwmeester, R., and Mohan, S., 2009. Water quality index and importance of water quality parameters. Air, Soil, and Water Research, 2, 51–59.
  • Batayneh, A. and Zumlot, T., 2012. Multivariate statistical approach to geochemical methods in water quality factor identification; application to the shallow aquifer system of the Yarmouk Basin of North Jordan. Research Journal of Environmental and Earth Sciences, 4 (7), 756–768.
  • Belkhiri, L., et al., 2010. Application of multivariate statistical methods and inverse geochemical modeling for characterization of groundwater, A case study, Ain Azel plain (Algeria). Geoerma, 159, 390–398.
  • Belkhiri, L., Boudoukha, A., and Mouni, L. 2011. A multivariate statistical analysis of groundwater chemistry data. International Journal of Environmental Research, 5 (2), 537–544.
  • Belkhiri, L. and Mouni, L., 2012. Hydrochemical analysis and evaluation of groundwater quality in El Eulma area, Algeria. Applied Water Science, 2, 127–133. doi: 10.1007/s13201-012-0033-6
  • Boudoukha, A. and Boulaarak, M., 2013. Water pollution Grouz dam by nutriments (Eastern Algeria). Bulletin Natural Geological Service, 24, 139–149.
  • Boudoukha, A., Bouguerne, A., and Mebarkia, A., 2014. Impact of climate change and human activity on water quality of the dam Ain Zada. Algeria. International Journal of Global Change, 2 (3), 74–75.
  • Bouguerne, A., 2001. Comparative study by hydrological and hydrochemical analysis of surface waters watersheds of Oued Bousselem and Oued Rhumel. Magister Dissertation. University of Batna.
  • Bouguerne, A., Boudoukha, A., and Tiri, A., 2010. Evaluation of surface water quality in watershed with HBV code and pollution risk by heavy metals: case of two regions is the eastern Algerian. Journal International Network Environmental Management Conflicts, Santa Catarina, Brazil, 1 (1), 120–127.
  • Brown, R.M., et al., 1970. A water quality index. Do we dare? Water and Sewage Works, 117 (10), 339–343.
  • Dagnelie, P., 2006. Theoretical and applied statistics, Tome 2, In: De Boeck and Larcier, eds. Inferences and a two dimensional, Brussels: Edis, Boeck & Larcier, Bruxelles-Univ.
  • Danielsson, A., et al., 1999. Spatial clustering of metals in the sediments of the skagerrak/kattegat. Applied Geochemistry, 14, 689–706. doi: 10.1016/S0883-2927(99)00003-7
  • Davis, J.C., 1986. Statistics and data analysis in geology. 2nd ed. New York: Wiley.
  • Dinkaa, M.O., et al., 2015. Hydrochemical characterization of various surface water and groundwater resources available in Matahara areas, Fantalle Woreda of Oromiya region. Journal of Hydrology: Regional Studies, 3, 444–456.
  • Effendi, H., Romanto, W., and Wardiatno, Y. 2015. Water quality status of Ciambulawung River, Banten province, based on pollution index and NSF-WQI. Procedia Environmental Sciences, 24, 228–237. doi: 10.1016/j.proenv.2015.03.030
  • Etchanchu, D. and Probst, J.L., 2006. Evolution of the chemical composition of the Garonne river water during the period 1971–1984. Journal of Hydrologique Science, 33 (3), 243–256. doi: 10.1080/02626668809491246
  • Fovell, R. and Fovell, M.Y., 1993. Climate zones of the conterminous United States defined using cluster analysis. Journal of Climate, 6, 2103–2135. doi: 10.1175/1520-0442(1993)006<2103:CZOTCU>2.0.CO;2
  • Freeze, R.A. and Cherry, J.A., 1979. Groundwater. Englewood Cliffs, NJ: Prentice Hall.
  • Groeneveld, R.A. and Meeden, G., 1984. Measuring skewness and kurtosis. The Statistician, 33, 391–399. doi: 10.2307/2987742
  • Guerraiche, Z., Boudoukha, A., and Benkadja, R. 2016. Variation of the chemical composition of Grouz dam waters. Eastern Algeria. Desalination and Water Treatment, 57 (11), 4878–4887. doi: 10.1080/19443994.2014.995131
  • Guillaud, J.F. and Bouriel, L., 2007. Concentration-flow and time evolution of the nitrate I 25 rivers in Brittany (France). Journal of Water Science, 20 (2), 213–226.
  • Güler, C., et al., 2002. Evaluation of graphical and multivariate statistical methods for classification of water chemistry data. Hydrology Journal, 10, 455–474.
  • Hartley, H.O., 1950. The use of range in analysis of variance. Biometrika, 37, 271–280. doi: 10.1093/biomet/37.3-4.271
  • Helena, B., et al., 2000. Temporal evolution of groundwater composition in an alluvial aquifer (Pisuerga River, Spain) by principal component analysis. Water Research, 34 (3), 807–816. doi: 10.1016/S0043-1354(99)00225-0
  • Hellar-Kihampa, H., et al., 2013. Water quality assessment in the Pangani River basin, Tanzania: natural and anthropogenic influences on the concentrations of nutrients and inorganic ions. International Journal of River Basin Management, 11 (1), 55–75. doi: 10.1080/15715124.2012.759119
  • Hinkle, D.E., Wiersma, W., and Jurs, S.G., 2003. Applied statistics for the behavioral sciences. Boston, MA: Houghton Mifflin.
  • Huang, F., et al., (2010). Spatial variation and source apportionment of water pollution in Qiantang river (China) using statistical techniques. Water Research, 44 (5), 1562–1572. doi: 10.1016/j.watres.2009.11.003
  • Juahir, H., et al., 2011. Spatial water quality assessment of Langat River Basin (Malaysia) using environmetric techniques. Environmental Monitoring and Assessment, 173 (1), 625–641. doi: 10.1007/s10661-010-1411-x
  • Kempe, S., 1982. Long-term records of the C07 pressure fluctuations in fresh water. Mediterranean Geology Paleaontology Institute, 52, 291–332.
  • Kraiem, Z., et al., 2014. Geochemical characteristics of arid shallow aquifers in Chott Djerid, south-western Tunisia. Journal of Hydro-environment Research, 8, 460–473. doi: 10.1016/j.jher.2013.06.002
  • Laaksoharju, M., Skarman, C., and Skarman, E., 1999. Multivariate mixing and mass balance (M3) calculations, a new tool for decoding hydrogeochemical information. Applied Geochemistry, 14, 861–871. doi: 10.1016/S0883-2927(99)00024-4
  • Landwehr, J.M. and Deininger, R.A. 1976. A comparison of several water quality indexes. Journal Water Pollution Control Federation, 48 (5), 954–958.
  • Loether, H.L. and McTavish D.G., 1988. Descriptive and inferential statistics: an introduction. 3rd ed. Boston, MA: Allyn & Bacon.
  • Mahtab, M., et al., 2015. Surface and groundwater quality assessment based on multivariate statistical techniques in the vicinity of Mohanpur, Bangladesh. International Journal of Environmental Health Engineering, 4 (1), 1–9. doi: 10.4103/2277-9183.150384
  • Martin, G., 1979. The nitrogen problem in the waters. Paris: Technical and documentation Lavoisier ed.
  • Mebarkia, A. 2012. Studies of physico-chemical characteristics of surface waters. Case of the dam Ain Zada. North-eastern Algeria. Magister Dissertation. University of Annaba, Algeria.
  • Meglin, R.R., 1991. Examining large databases: a chemometric approach using principle components analysis. Journal of Chemometrics, 5, 163–179. doi: 10.1002/cem.1180050305
  • Mendiguchıa, C., Moreno, C., and Garcıa-Vargas, M., 2007. Evaluation of natural and anthropogenic influences on the Guadalquivir River (Spain) by dissolved heavy metals and nutrients. Chemosphere, 69, 1509–1517. doi: 10.1016/j.chemosphere.2007.05.082
  • MSDEWP (Ministry of Sustainable Development, Environment, Wildlife and Parks). 2013. Criteria for water surface quality. 3rd ed. Quebec: Directorate for Monitoring the Environment.
  • Mustapha, A., et al., 2013. Riverwater quality assessment using environmentric techniques: case study of Jakara River Basin. Environmental Science and Pollution Research, 20 (8), 5630–5644. doi: 10.1007/s11356-013-1542-z
  • Mustapha, A., et al., 2014. Statistical approach in determining the spatial changes of surface water quality at the upper course of Kano River, Nigeria. Water Quality, Exposure and Health, 6 (3), 127–142. doi: 10.1007/s12403-014-0117-7
  • Najah, A., et al., 2009. Prediction of Johor River water quality parameters using artificial neural networks. European Journal of Scientific Research, 28 (3), 422–35.
  • O’Shea, B. and Jankowski, J., 2006. Detecting subtle hydrochemical anomalies with multivariate statistics: an example from ‘homogeneous’ groundwaters in the Great Artesian Basin, Australia. Hydrology Process, 20, 4317–4333. doi: 10.1002/hyp.6177
  • Pacini, N., et al., 2013. Water-quality management in a vulnerable large river: the Nile in Egypt water-quality management in a vulnerable large river: the Nile in Egypt. International Journal of River Basin Management, 11 (2), 205–219. doi: 10.1080/15715124.2013.781032
  • Parmar, K.S. and Bhardwaj, R., 2014. Water quality management using statistical analysis and time-series prediction model. Applied Water Science, 4 (2014), 425–434. doi: 10.1007/s13201-014-0159-9
  • Pradhan, B. and Pirasteh, S., 2011. Hydro-chemical analysis of the ground water of the basaltic catchments: upper Bhatsai region, Maharashtra. Open Hydrology Journal, 2011 (5), 51–57. doi: 10.2174/1874378101105010051
  • Said, A., Stevens, D.K., and Sehlke, G. 2004. Environmental assessment an innovative index for evaluating water quality in streams. Environmental Management, 34 (3), 406–414. doi: 10.1007/s00267-004-0210-y
  • Sanchez Lopez, J.F., et al., 2004. Assessment of metal contamination in Doñana National park (Spain) using Crayfish (Procamburus clarkii). Environmental Monitoring and Assessment, 93, 17–29. doi: 10.1023/B:EMAS.0000016789.13603.e5
  • Sheela, A.M., et al., 2012. Water quality assessment of a tropical coastal lake system using multivariate cluster, principal component and factor analysis. Lakes & Reservoirs: Research and Management, 17, 143–159. doi: 10.1111/j.1440-1770.2012.00506.x
  • Shihab, A.S. and Abdul Baqi, Y.T., 2010. Multivariate analysis of ground water quality of Makhmor plain/north Iraq. Damascus University Journal, 26 (1), 19–26.
  • Shrestha, S. and Kazama, F., 2007. Assessment of surface water quality using multivariate statistical techniques: a case study of the Fuji River Basin, Japan. Environmental Modelling & Software – Journal, 22 (4), 464–475. doi: 10.1016/j.envsoft.2006.02.001
  • Singh, K.P., et al., 2004. Multivariate statistical techniques for the evaluation of spatial and temporal variations in water quality of Gomti River (India): a case study. Water Research, 38 (18), 3980–3992. doi: 10.1016/j.watres.2004.06.011
  • Sneath P.H.A. and Sokal, R.R., 1973. Numerical taxonomy: the principles and practice of numerical classification. San Francisco, CA: W.H. Freeman.
  • Tiri, A., Lahbari, N., and Boudoukha, A., 2016. Hydrochemical characterization of surface water in the Timgad watershed, East Algeria. Desalination and Water Treatment, 57 (2), 562–571. doi: 10.1080/19443994.2014.972983
  • Tsytsarin, Y.V., 1988. Introduction to water chemistry. Moscow: Moscow University.
  • Valeriani, F., et al., 2015. River water quality assessment: comparison between old and new indices in a real scenario from Italy. International Journal of River Basin Management, 13 (3), 325–331. doi: 10.1080/15715124.2015.1012208
  • Varol, M., 2013. Dissolved heavy metal concentrations of the Kralkizi, Dicle and Batman dam reservoirs in the Tigris River Basin, Turkey. Chemosphere, 93 (6), 954–62. doi: 10.1016/j.chemosphere.2013.05.061
  • Wang, X., et al., 2012. Evaluation of spatial and temporal variation in stream water quality by multivariate statistical techniques, a case study of the Xiangxi River Basin, China. Quaternary International – Journal, 282, 137–144. doi: 10.1016/j.quaint.2012.05.015
  • Wang, Y.S., et al., 2006. Multivariate statistical analysis of water quality and phytoplankton characteristics in Daya Bay, China, from 1999 to 2002. Oceanologia, 48 (2), 193–213.
  • Wu, B., et al., 2009. Multivariate statistical studies of organic pollutants in Nanjing reach of Yangtze River. Journal of Hazardous Materials, 169 (1), 1093–1098. doi: 10.1016/j.jhazmat.2009.04.065
  • Zarei, H. and Bilondi, M.P., 2013. Factor analysis of chemical composition in the Karoon River basin, southwest of Iran. Applied Water Science, 3, 753–761. doi: 10.1007/s13201-013-0123-0

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