Abstract
The intensive exploitation of groundwater resources in the region of Ain Djacer has greatly influenced the hydrochemical functioning of the superficial aquifer. This has resulted in a general decline of the piezometric level of the groundwater, a mineralization of water and calcium facies near limestone and sodium chloride in the center of the plain in liaison with the lithology. To highlight the hydrochemical processes of groundwater, a study by major ions were analyzed in 21 groundwater samples collected from this aquifer during the month of March 2004. Multivariate statistical techniques and cluster and principal component analysis were applied to the data on groundwater quality, with the objective of defining the main controls on the hydrochemistry at the plain. These statistical techniques have shown the presence of three salinity groups with increasing importance according to the direction of flow. The initial facies on the limits as well as infiltration areas is bicarbonate. In the center of the plain, water becomes charged with sodium (Na) and chlorine (Cl) in connection with the dissolution of salt formations. The presence of nitrates is related to agricultural activity.
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References
Adams S, Titus R, Pietersen K, Tredoux G, Harris C (2001) Hydrochemical characteristics of aquifers near Sutherland in Western Karoo, South Africa. J Hydrol 241:91–103
Alberto WD, Del Pilar DM, Valeria AM, Fabiana PS, Cecilia HA, De Los Angeles BM (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 35:2881–2894
Anazawa K, Ohmori H (2005) The hydrochemistry of surface waters in andesitic volcanic area, Norikura volcano, central Japan. Chemos 59:605–615
APHA (American Public Health Association, AWWA (American Water Works Association) & WEF (Water Environment Federation) (2005) Standard methods for the examination of water and wastewater, 2nd Ed, Washington
Apodaca LE, Jeffrey BB, Michelle CS (2002) Water quality in shallow alluvial aquifers, Upper Colorado River Basin, Colorado, 1997. J Am Water Res Assoc 38:133–143
Belkhiri L, Mouni L (2013) Geochemical modeling of groundwater in the El Eulma area, Algeria. Desal Water Treat 51:1468–1476
Belkhiri L, Boudoukha A, Mouni L, Baouz T (2010) Application of multivariate statistical methods and inverse geochemical modeling for characterization of groundwater—a case study: Ain Azel plain (Algeria). Geod 159:390–398
Bencer S (2005) State of water resources in the region of Ain Djacer and estimating the chemical quality of groundwater. Batna. Magister memory. Dep. Hydrau. Univ, Batna
Blowes DW, Ptacek CJ (1994) Acid-neutralization mechanisms in inactive mine tailings. The Environmental Geochemistry of Sulphide Mine-Wastes 22:271–292
Boudoukha A (1988) Hydrogeological study and modeling of the aquifer system of closed-El Eulma Aïn Lahdjar (eastern region of Setif—Algeria). PhD Thesis. Lab. And structural geology. Univ. Franche Comté. Besancon. France
Boudoukha A, Athamena M (2012) Characterization of the thermal waters of all South Sétif. Algeria is Jour Wat Sci 25:103–119
Chabour N (1997) Hydrogeological study of the plain of Ain Djasser (Boughzel). Magister memory. Institute Science Earth. Univ. Constantine, Algeria
Dagnélie P (2006) Theoretical and applied statistics. Tome 2: inferences and a two-dimensional. Edis. Boeck & Larcier, Bruxelles-Univ
Dalton MG, Upschurch SB (1978) Interpretation of hydrochemical facies by factor analysis. Groundwater 16:228–233
Danielsson A, Cato I, Carman R, Rahm L (1999) Spatial clustering of metals in the sediments of the Skagerrak/Kattegat. Appl Geochem 14:689–706
Drever JI (1997) The geochemistry of natural waters, 3rd edn. Prentice Hall, New Jersey
Duffy C, Brandes D (2001) Dimension reduction and source identification for multispecies groundwater contamination. J Conta Hydro 48:151–165
Eary LE, Runnels DD, Esposito KJ (2002) Geochemical controls on groundwater composition at the Cripple Creek Mining District, Cripple Creek, Colorado. Appl Geochem 18:1–24
Farnham IM, Stetzenbach KJ, Singh AK, Johannesson KH (2003) Deciphering groundwater flow systems in Oasis Valley, Nevada, using trace element chemistry, multivariate statistics, and geographical information system. Math Geol 32:943–968
Fovell R, Fovell MY (1993) Climate zones of the conterminous United States defined using cluster analysis. J Clim 6:2103–2135
Frape SK, Fritz P, McNutt RH (1984) Water-rock interaction and chemistry of groundwaters from the Canadian Shield. Geochim Cosmochim Acta 48:1617–1627
Freeze RA, Cherry JA (1979) Groundwater. Prentice Hall, Inc., Englewood Cliffs, New Jersey, USA
Garrels RM, MacKenzie FT (1967) Origin of the chemical compositions of some springs and lakes, In: equilibrium concepts in natural waters. Am. Cancer Soc., Wash., DC
Geller W, Friese K, Herzsprung P, Kringel R, Schultze M (2000) Limnology of sulphur-acidic mining lakes. II Chemical properties: the main constituents and buffering systems. Verhandlungen des Internationally Verein Limnologie 27:2475–2479
Gibbs RJ (1970) Mechanisms controlling world water chemistry. Sc 17:1088–1090
Güler C, Thyne GD (2002) Geochemical evolution of surface and groundwater in Indian Wells-Owens valley area and surrounding ranges, southeastern California, USA. GSA Abstr Prog 33:A16
Güler C, Thyne GD (2004) Hydrologic and geologic factors controlling surface and groundwater chemistry in Indian Wells-Owens Valley area, southeastern California, USA. J Hydrol 285:177–198
Güler C, Thyne G, McCray J, Turner A (2002) Evaluation of graphical and multivariate statistical methods for classification of water chemistry data. Hydro J 10:455–474
Hartman J, Berna Z, Stuben D, Henze N (2005) A statistical procedure for the analysis of seismotechtonically induced hydrochemical signals: a case study from the Eastern Carpathians, Romania. Tectonophys 405:77–98
Hem JD (1989) Study and interpretation of the chemical characteristics of natural water. US Geol. Surv. Water-Supply Paper
Khedidja A, Boudoukha A (2014) Risk assessment of agricultural pollution on groundwater quality in the high valley of Tadjenanet-Chelghoum Laid (Eastern Algeria). Desal Water Treat 52(22–24):4174–4182
Kim Y, Lee KS, Koh DC, Lee DH, Lee SG, Park WB, Koh GW, Woo NC (2003) Hydrogeochemical and isotopic evidence of groundwater salinization in a coastal aquifer: a case study in Jeju volcanic island, Korea. J Hydrol 270:282–294
Kim JH, Kim RH, Lee JH, Cheong TJ, Yum BW, Chang HW (2005) Multivariate statistical analysis to identify the major factors governing groundwater quality in the coastal area of Kimje, South Korea. Hydrol Processes 19(6):1261–1276
Kraiem Z, Zouari K, Chkir N, Agoune A (2014) Geochemical characteristics of arid shallow aquifers in Chott Djerid, south-western Tunisia. J Hydro-env Res 8:460–473
Laaksoharju M, Gurban I, Skarman C, Skarman E (1999) Multivariate mixing and mass balance (M3) calculations, a new tool for decoding hydrogeochemical information. Appl Geochem 14:861–871
Mebarki A (2009) Water resources and management in Algeria. The watersheds of the East. Office of University Publications, Algeria
Meng SX, Maynard JB (2001) Use of statistical analysis to formulate conceptual models of geochemical behavior: water chemical data from Butucatu aquifer in Sao Paulo state, Brazil. J Hydrol 250:78–97
OGRA (OFFICIAL GAZETTE OF THE REPUBLIC OF ALGERIA) n° 18 of March 23, 2011. Executive Decree n° 11–125 of March 22, 2011 relating to the quality of water for human consumption
Olive P (1976) The system CO2/H2O*CaCO3 and sulfate-sulfide system. Practical handbook, C. R. G. Thonon les Bains
Parkhurst DL, Appelo CAJ (1999) PHREEQC for windows version 1.4.07. A hydrogeochemical transport model. US Geological Survey Software, Washington
Plummer LN, Busby JF, Lee RW, Hanshaw BB (1990) Geochemical modeling of the Madison aquifer in parts of Montana, Wyoming, and South Dakota. Water Resour Res 26:1981–2014
Reghunath R, Murthy TRS, Raghavan BR (2002) The utility of multivariate statistical techniques in hydrogeochemical studies: an example from Karnataka, India. Water Res 36(10):2437–2442
Rosenthal E, Jones BF, Weinberger G (1998) The chemical evolution of Kurnub Group palcowater in Sinai-Negev province—a mass balance approach. App Geochem 27:1–17
Ruiz F, Gomis V, Blasco P (1990) Application of factor analysis to the hydrogeochemical study of a coastal aquifer. J Hydrol 119:169–177
Sneath PHA, Sokal RR (1973) Numerical taxonomy: the principles and practice of numerical classification. Ed. Freeman, W.H, San Francisco
Suk HJ, Lee KK (1999) Characterization of a ground water hydrochemical system through multivariate analysis: clustering into ground water zones. Groundwater 37(3):358–366
Thilagavathi R, Chidambaram S, Prasanna MV, Thivya C, Singaraja C (2012) A study on groundwater geochemistry and water quality in layered aquifers system of Pondicherry region, southeast India. Appl Water Sci. doi:10.1007/s13201-012-0045-2
Tiri A, Lahbari N, Boudoukha A (2014) Multivariate statistical analysis and geochemical modeling to characterize the surface water of Oued Chemora Basin, Algeria. Nat Res Resa 23(4):379–391
Udayalaxmi G, Himabindu D, Ramadass G (2010) Geochemical evaluation of groundwater quality in selected areas of Hyderabad, India. Ind J Sci Technol 3(5):546–553
Vila JM (1980) The Alpine chain of Eastern Algeria and the Algerian-Tunisian border. Thesis of Doctorate Sc. Nat. Paris VI, France
Wildi W (1983) The chain-tello rifaine (Algeria, Morocco, Tunisia): structure, stratigraphy and evolution of the Triassic to Miocene. Rev. Geol. Dynam. Geogr. Phys., 201–297
Zghibi A, Merzougui A, Zouhri L, Tarhouni J (2014) Understanding groundwater chemistry using multivariate statistics techniques to the study of contamination in the Korba unconfined aquifer system of Cap-Bon (North-east of Tunisia). J Afr Earth Sci 89:1–15
Ziani D (2009) Study of nitrogen flow in the plain of Ain Djacer. Magister memory. Depart. hyd. University of Batna, Algeria
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The authors greatly appreciate the constructive and thoughtful comments of the anonymous(s) reviewer(s). They also thank Abdullah M. Al-Amri Editor in Chief of Arabian Journal of Geosciences for his kind cooperation.
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Bencer, S., Boudoukha, A. & Mouni, L. Multivariate statistical analysis of the groundwater of Ain Djacer area (Eastern of Algeria). Arab J Geosci 9, 248 (2016). https://doi.org/10.1007/s12517-015-2277-6
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DOI: https://doi.org/10.1007/s12517-015-2277-6