STATISTICAL APPROACH OF GROUNDWATER QUALITY ASSESSMENT AT NAAMA REGION, SOUTH-WEST ALGERIA
Abstract
This study investigates the hydrogeochemical processes of groundwater in the Naama watershed in southwestern Algeria, aiming to determine the relationship between geochemical processes and groundwater quality. Multivariate statistical and thermodynamic techniques were applied to 22 groundwater samples to understand the hydrochemical evolution of the watershed. The results indicate that the water is predominantly characterized by a calcium-bicarbonate water type in the center of the study area (23% of samples) and a sodium chloride sulfate water type mainly located in the north due to Triassic dissolution and proximity to Sabkha (50% of samples), and the remaining 27% of samples are represented by the sulfate-sodium facies. Cluster analysis and principal component analysis revealed three major hydrochemical types reflecting different hydrochemical processes occurring along groundwater flow as electrical conductivity increased. The findings of this study could inform strategies for the sustainable management of groundwater resources in the Naama region and similar regions.
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AMROUNE A. (2008). Hydrogeology and groundwater quality of M'Sila area, Northwestern basin of the Hodna, Algeria, PhD thesis, University of Batna2, Batna, Algeria, 170 p.
AMROUNE A., BOUDOUKHA A., BOUMAZBEUR A., BENAABIDATE L., GUASTALDI E. (2017). Groundwater geochemistry and environmental isotopes of the Hodna area, Southeastern Algeria, Desalination and Water Treatment, Vol.73, Issues 5-7, pp. 225-236.
ARUMUGAM K., KUMAR., A.R., ELANGOVAN K., (2014). Assessment of groundwater quality using water quality index in Avinashi–Tirupur–Palladam Region, Tamil Nadu, India, International Journal of Applied Engineering Research, Vol.9, No 22, pp. 12177–12191.
BARTLETT M.S.A. (1954). A note on multiplying factors for various chi-squared approximations, Journal of the Royal Statistical Society, Vol.16, No 2, pp. 296-298.
BASSOULLET J.P. (1973). Contribution to the stratigraphic study of the Mesozoic of the Western Saharan Atlas, Algeria, PhD Thesis, University of Paris, France, 108p.
BASTIANONI A., GUASTALDI E., BARBAGLI A., BERNARDINETTI S., ZIRULIA A., BRANCALE M., COLONNA T. (2021). Multivariate Analysis Applied to Aquifer Hydrogeochemical Evaluation: A Case Study in the Coastal Significant Subterranean Water Body between "Cecina River and San Vincenzo", Tuscany (Italy), Applied Sciences, Vol.11, No 16, pp. 7595.
https://doi.org/10.3390/app11167595
BENARADJ, A., BOUCHERIT, H., & MERZOUGUI, T. (2020). Water resources, state of play, and development prospects in the steppe region of Naâma (western Algeria). Water Resources in Algeria-Part II: Water Quality, Treatment, Protection and Development, 253-283.
BOUCHEMAL F., ACHOUR S. (2015). Physico-chemical quality and pollution parameters of groundwater in the Biskra region, Larhyss Journal, No 22, pp. 197-212. (In French)
BOUDERBALA A. (2017). Assessment of water quality index for the groundwater in the upper Cheliff plain Algeria, Journal of the Geological Society of India, Vol. 90, No 3, pp. 347–356.
BOUDOUKHA A. (1988). Hydrogeological study and modeling of the aquifer system of Closed–El Eulma Ain Lahdjar (eastern region of Setif – Algeria), PhD Thesis, University Franche Comte, Besancon, 186 p.
BRGM (2006). Final report on the Martinique groundwater information system, BRGM/RP–56266–FR, France, 126 P.
CERLING T.E., PEDERSON B.L., DAMM K.L.V. (1989). Sodium-calcium ion exchange in the weathering of shales: implications for global weathering budgets, Geology, Vol.17, No 6, pp. 552–554. https://doi.org/10.1130/0091-7613(1989)017
CHIBANE B., ALI-RAHMANI S.E. (2015). Hydrological based model to estimate groundwater recharge, real-evapotranspiration and runoff in semi-arid area, Larhyss Journal, No 23, pp. 231-242.
DEMDOUM A. (2010). Hydrogeological study of the El Eulma region and the problem of water quality, Algeria, PhD Thesis, University of Constantine, Algeria, 205 p.
DERDOUR A., MOUNTASSIR M., ALI M., MOHAMED S., SARI C. (2020). Evaluation of the quality of groundwater for its appropriateness for drinking purposes in the watershed of Naama, S.W. of Algeria, by using water quality index (WQI), S.N. Applied Science, Vol. 2. https://doi.org/10.1007/s42452-020-03768-x.
DERDOUR A., BENKADDOUR Y., BENDAHOU B. (2022). Application of remote sensing and GIS to assess groundwater potential in the transboundary watershed of the Chott-El-Gharbi (Algerian–Moroccan border), Applied Water Science, Vol. 12, Issue 6, Article number 136.
DERDOUR A., BOUANANI A., BABAHAMED K. (2017). Floods typology in semiarid environment: Case of Ain Sefra watershed (Ksour mountains, Saharian atlas, S.W. of Algeria), Larhyss Journal, No 29, pp. 283-299.
DERDOUR A., JODAR-ABELLAN A., PARDO M.Á., GHONEIM S.S., HUSSEIN E.E. (2022). Designing Efficient and Sustainable Predictions of Water Quality Indexes at the Regional Scale Using Machine Learning Algorithms, Water, Vol. 14, Issue 18, Paper 2801.
DOUIHASNI M. (1976). Geological study of the region of Ain Ouarka–Boussemghoun (central part of the Monts des Ksour) Stratigraphy and structural analysis, PhD Thesis, Univesity of Oran, Algeria, 272 p.
ESRI. (2020). Functioning the topo to raster tool, viewed on 20 August 2022, .
FAYE M.D., BIAOU A.C., SORO D.D., LEYE B., KOITA M., YAOUBA H. (2020). Understanding groundwater pollution of Sissili catchment area in Burkina-Faso, Larhyss Journal, No 42, pp. 121-144.
FRADES I., MATTHIESEN R. (2010). Overview on techniques in cluster analysis. Bioinformatics methods in clinical research, pp. 81-107.
GALMIER D. (1972). Photogeology of the Ain Sefra region (Saharan Atlas, Algeria), PhD Thesis, University of Paris, France, 320 p.
GEBREHIWOT A. B., TADESSE N., JIGAR E. (2011). Application of water quality index to assess suitablity of groundwater quality for drinking purposes in Hantebet watershed, Tigray, Northern Ethiopia, Journal of the Science of Food and Agriculture, Vol.1, Issues 1, pp. 22–30.
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. Internationale Vereinigung für Theoretische und Angewandte Limnologie: Verhandlungen, Vol.27, Issue 4, pp. 2475–2479. https://doi.org/10.1080/03680770.1998.11901686
GIBBS RJ. (1970). Mechanisms controlling world water chemistry, Science, Vol. 170, Issue 3962, pp. 1088–1090.
GUERINE L., BELGOURARI M., GUERINIK H. (2020). Cartography and diachronic study of the Naama sabkha (Southwestern Algeria) remotely sensed vegetation index and soil properties, Journal of Rangeland Science, Vol.10, No 2, pp. 172-187.
GULER C., THYNE G., MCCRAY J., TURNER A. (2002). Evaluation of graphical and multivariate statistical methods for classification of water chemistry data, Hydrogeology Journal, Vol.10, pp. 455–474.
https://doi.org/10.1007/s10040-002-0196-6
GULER C., THYNE G.D. (2004). Hydrologic and geologic factors controlling surface and groundwater chemistry in Indian wells-Owens Valley area, south eastern California, Journal of Hydrology, Vol. 285, Issues 1-4, pp.177–198.
GÜLER C., GEOFFREY D. (2004). Hydrologic and geologic factors controlling surface and groundwater chemistry in Indian Wells-Owens Valley area southeastern California, USA, Journal of Hydrology, Vol.285, pp. 177-198.
JI-HOON K., RAK-HYEON K., JEONGHO L., TAE-JIN C., BYOUNG-WOO Y., HO-WAN C. (2005). Multivariate statistical analysis to identify the major factors governing groundwater quality in the coastal area of Kimje, South Korea, Hydrology Process, Vol.19, Issues 6, pp. 1261-1276.
JORADP (2011). Executive Decree No. 11-125 of March 22, 2011 on the quality of water for human consumption in Algeria, Office Journal Alger Republic, Vol.18, pp. 6–9.
JOSHI D. M., BHANDARI N. S., KUMAR A., AGRAWAL N. (2009). Statistical analysis of physicochemical parameters of water of river Ganga in Haridwar district, Rasayan Journal of Chemistry, Vol.2, Issues 3, pp. 579–587.
KACEMI A., TALBI D., SALAH M. B. (2011). Demonstration of a transverse synsedimentary deformation in compression at the Lias–Dogger passage (Sector of Zerga–Monts des Ksour–Saharan Atlas–Algeria), International Journal of Tropical Geology, Geography and Ecology, Vol.35, pp. 81–90.
KAISER H. F. (1970). A second generation little jiffy, Psychometrika, Vol.35, pp. 401–415. https://doi.org/10.1007/BF02291817
KHAMMOUDJ D. (2009). Dynamics of systems and management strategy and management of water resources in semiarid zones: case of the El Eulma region, Wilaya of Setif, Algeria, PhD Thesis, University of Annaba, Algeria, 273 p.
KUMAR M., RAMANATHAN A. RAO M., KUMAR B. (2006). Identification and evaluation of hydrogeochemical processes in the groundwater environment of Delhi, India, Journal of Environmental Geology, Vol.50: pp. 1025–1039.
https://doi.org/10.1007/s00254-006-0275-4
LAAKSOHARJU M., GURBAN I., SKARMAN C., SKARMAN E. (1999). Multivariate mixing and mass balance (M3) calculations, a new tool for decoding hydrogeochemical information, Applied Geochemistry, Vol.14, Issue 7, pp. 861–871.
https://doi.org/10.1016/S0883-2927(99)00024-4
LACHACHE S. (2018). Contribution of GIS in the integrated management of water resources in the Béchar region (South–West Algeria), PhD Thesis, University of Béchar, Algeria, 151 p.
LACHACHE S., NABOU M., MERZOUGUI T., AMROUNE A. (2017). Hydrochemistry and origin of principal major elements in the groundwater of the Béchar–Kénadsa basin in arid zone, South‒West of Algeria, Journal of Water and Land Developement, No 36, pp. 77-87.
DOI: 10.2478/jwld-2018-0008
MAGESH N.S., KRISHNAKUMAR S., CHANDRASEKAR N., SOUNDRANAYAGAM J.P. (2013). Groundwater quality assessment using WQI and GIS techniques, Dindigul district, Tamil Nadu, India, Arabian Journal of Geosciences, Vol.6, pp. 4179–4189. https://doi.org/10.1007/s12517-012-0673-8
MARANDI A., SHAND P. (2018). Groundwater chemistry and the Gibbs Diagram, Applied Geochemistry, Vol. 97, pp. 209-212.
MEDDAH A., BERTRAND H., ELMI S. (2007). The central Atlantic magmatic province in the Ksour basin (Saharan Atlas, Algeria), Comptes Rendus Geoscience, Vol.339, Issue 1, pp. 24–30. https://doi.org/10.1016/j.crte.2006.10.006
MEYBECK M. (1987). Global chemical weathering from surficial rocks estimated from river dissolved loads, American Journal of Science, Vol.287, Issue 5, pp. 401–428.
DOI:https://doi.org/10.2475/ajs.287.5.401
MOHAPATRA P.K. VIJAY R., PUJARI P.R., SUNDARAY S.K., MOHANTY B.P. (2011). Determination of processes affecting groundwater quality in the coastal aquifer beneath Puri city, India: a multivariate statistical approach, Water Science & Technology, Vol.64, Issues 4, pp. 809–817.
JORADP (2011). Executive Decree No 11–125 of March 22, 2011 relating to the quality of water for human consumption in Algeria, Official Journal of the Algeria, No 18, 7-9 p.
OHOU-YAO M.J.A., DIBI B., SEKA A., YAPO O.B., ZAHOURI L., MAMBO V., HOUENOU P.V. (2020). Assessment of groundwater effective vulnerability to pollution - the case of the Lobo watershed Buyo, south west of Cote d’Ivoire, Larhyss Journal, No 44, pp. 73-87.
PANIGRAHI T., DAS K. K., DEY B. S., PANDA R. B. (2012). Assessment of Water Quality of river Sono, Balasore, International Journal of Environmental Science and Technology, Vol. 3, Issue 1, pp. 49–56.
PIPER A.M. (1944). A graphic procedure in geochemical interpretation of water analyses, Transactions American Geophysical Union, Vol. 25, Issue 6, pp. 914–23.
https://doi.org/10.1029/TR025i006p00914
SRIVASTAVA S.K., RAMANATHAN A.L. (2008). Geochemical assessment of groundwater quality in vicinity of Bhalswa landfill, Delhi, India, using graphical and multivariate statistical methods, Environmental Earth science, Vol.53, Issue 7, pp. 1509–1528.
TIRI A., LAHBARI N., BOUDOUKHA A. (2014). Multivariate Statistical Analysis and Geochemical Modeling to Characterise the Surface Water of Oued Chemora Basin, Algeria, Natural Resources Research, Vol. 23, Issue 4, pp. 379–391.
UNEP (1999). United Nations Environmental Program, Global Environmental outlook 2000, viewed on 15 September 2019.
https://www.unep.org/resources/global-environment-outlook-2000
VASANT G., KRISHNAMURTHY V. N., SUDHA G., MANIK D., KALYANI P. (2009). The Fertilizer Encyclopedia, John Wiley & Sons, viewed on 25 April 2017, https://www.wiley.com>.
WHO (2004). Guidelines for drinking-water quality, 4th edition, incorporating the 1st addendum, viewed on 8 August 2022,
https://www.who.int/publications/i/item/9789241549950
YELLES-CHAOUCHE A.K., OUALI R. A., BRACENE R., DERDER M.E.M., DJELLIT H. (2001). Chronology of the opening of the Ksour basin (Saharan Atlas, Algeria) at the beginning of the Mesozoic, Bulletin de la Société Géologique de France, Vol. 172, Issue 3, pp. 285–293.
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