Abstract
This study focused on water quality and hydro-geochemical processes (evolution, origin) in the Maadher region, central Hodna in Algeria. In recent decades, the excessive exploitation of this resource due to urbanization, irrigation, and the effect of climate change reaching the countries of northern Africa have caused a decline in water levels and hydrochemical changes in the aquifer. The sampling campaign in 2019 based on 13 physicochemical parameters was carried out on the water from 32 boreholes in the study area, compared to data archives of both sampling campaigns in 1967 and 1996. The result revealed that the groundwater as a whole has moderate freshwater quality, due to its total dissolved solids (TDS) content and other dissolved ions of concern (nitrate NO3−), which exceed WHO standards. In addition, Piper diagram indicates that the hydrochemical facies of sulfate–chloride–nitrate–calcium (SO42−–Cl−–NO3−–Ca2+ type), which globally characterizes the study area and these elements are the dominant dissolved ions. Principal component analysis and hierarchical cluster analysis (HCA) methodologies are applied in order to define the major control factors that affect the hydrochemistry of Maadher plain. Three distinct water groups were found, illustrating a different evolution of salinity (EC and TDS). The HCA indicated an interesting cluster with a distinct contamination signature and most likely with significantly higher sulfate, chloride, and nitrate concentrations. Anthropogenic processes also play an important role in the study area. The water resource comes from Bousaada Wadi, the exchange at the aquifer depth and the agricultural practices contribute to the deterioration of the quality.
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The data that support the findings of this study are available from the corresponding author, upon a reasonable request.
References
Abdesselam S, Halitim A, Jan A, Trolard F, Bourrié G (2013) Anthropogenic contamination of groundwater with nitrate in arid regions: case study of southern Hodna (Algeria). Environ Earth Sci 70(5):2129–2141. https://doi.org/10.1007/s12665-012-1834-5
Aissaoui DM (1989) Upper Jurassic paleogeography south of Chott El Hodna. Algeria J Afr Earth Sci 9(3/4):413–420. https://doi.org/10.1016/0899-5362(89)90025-0(inFrench)
Alther GA (1979) A simplified statistical sequence applied to routine water quality analysis: a case history. Groundwater 17(6):556–561. https://doi.org/10.1111/j.1745-6584.1979.tb03356.x
ANRH (2006) Modeling of the Hodna aquifer. Mission I: data collection, analysis and synthesis. Technical report, Agence nationale des ressources hydrauliques, Algérie (in French)
ANRH (2007) Modelling of the Hodna aquifer, Mission III model exploitation. Sub-Mission III 2 predictive simulation and proposal for optimum management of water resources. Technical report Icosium forage and engineering services. Ministry of Water Resources, Algeria (in French)
Askri H, Belmecheri A, Benrabah B, Boudjema A, Boumendjel K, Daoudi M Terkmani M (1995) Geology of Algeria. In: Well evaluation conference Algeria, pp 1–93
Belkhiri L, Mouni L, Boudoukha A (2012) Geochemical evolution of groundwater in an alluvial aquifer: case of El Eulma aquifer, East Algeria. J Afr Earth Sci 66:46–55. https://doi.org/10.1016/j.jafrearsci.2012.03.001
Benabderrahmane A (1988) Numerical simulations of salt pollution of an aquifer system in a semi-arid to arid -Sample aquifer systems of the plain of M’sila - Hodna, Algeria. PhD Thesis, UFR Applied Geology. Franche Comte, France. https://sudoc.fr
Boudiaf B, Dabanli I, Boutaghane H, Şen Z (2020) Temperature and precipitation risk assessment under climate change effect in Northeast Algeria. Earth Syst Environ 4(1):1–14. https://doi.org/10.1007/s41748-019-00136-7
Boudjemline F, Semar A (2018) Assessment and map** of desertification sensitivity with MEDALUS model and GIS-case study: basin of Hodna, Algeria. J Water Land Dev. https://doi.org/10.2478/jwld-2018-0002
Bouteraa O, Mebarki A, Bouaicha F, Nouaceur Z, Laignel B (2019) Groundwater quality assessment using multivariate analysis, geostatistical modeling, and water quality index (WQI): a case of study in the Boumerzoug-El Khroub valley of Northeast Algeria. Acta Geochim 38(6):796–814. https://doi.org/10.1007/s11631-019-00329-x
Chitrakar P, Baawain MS, Sana A, Al-Mamun A (2020) Multivariate statistical technique in the assessment of coastal water quality of Oman. J Environ Eng Sci 15(3):141–153. https://doi.org/10.1680/jenes.19.00038
Cloutier V, Lefebvre R, Therrien R, Savard MM (2008) Multivariate statistical analysis of geochemical data as indicative of the hydrogeochemical evolution of groundwater in a sedimentary rock aquifer system. J Hydrol 353(3–4):294–313. https://doi.org/10.1016/j.jhydrol.2008.02.015
Dalton MG, Upchurch SB (1978) Interpretation of hydrochemical facies by factor analysis. Groundwater 16(4):228–233
Dekkiche B (1976) Soils with accumulation and individualization of limestone in Hodna. French thesis, University of Constantine, Algeria
Derekov A M (1973) Hydrological studies in the Chott El Hodna basin. Technical report, FAO
Deutsch WJ (2020) Groundwater geochemistry: fundamentals and applications to contamination. CRC Press, Boca Raton. https://doi.org/10.1201/9781003069942
Dougha M, Hasbaia M (2019) Contribution of the multivariate analysis and origin for groundwater quality of mixed aquifer in the M’sila plain (Algeria). Int J Hydrol Sci Technol 9(2):154–172. https://doi.org/10.1504/IJHST.2019.098160
Esmaeili S, Moghaddam AA, Barzegar R, Tziritis E (2018) Multivariate statistics and hydrogeochemical modeling for source identification of major elements and heavy metals in the groundwater of Qareh-Ziaeddin plain, NW Iran. Arab J Geosci 11(1):5. https://doi.org/10.1007/s12517-017-3317-1
Fetter CW (2018) Applied hydrogeology. Waveland Press, Long Grove
Fisher RS, Mullican WF III (1997) Hydrochemical evolution of sodium-sulfate and sodium-chloride groundwater beneath the northern Chihuahuan Desert, Trans-Pecos, Texas, USA. Hydrogeol J 5(2):4–16. https://doi.org/10.1007/s100400050102
Gangopadhyay S, Das Gupta A, Nachabe MH (2001) Evaluation of ground water monitoring network by principal component analysis. Groundwater 39(2):181–191. https://doi.org/10.1111/j.1745-6584.2001.tb02299.x
Granato D, Santos JS, Escher GB, Ferreira BL, Maggio RM (2018) Use of principal component analysis (PCA) and hierarchical cluster analysis (HCA) for multivariate association between bioactive compounds and functional properties in foods: a critical perspective. Trends Food Sci Technol 72:83–90. https://doi.org/10.1016/j.tifs.2017.12.006
Guiraud R (1970) Quaternary morphogenesis of the Hodna region (Northern Algeria). Ann Geogr 79(433):367–374 (in French)
Guiraud R (1973) The main features of the Hodna Chott basin hydrogeology, northern Algeria. Publi Servi Géol 39:159–170 (in French)
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(1–4):177–198. https://doi.org/10.1016/j.jhydrol.2003.08.019
Güler C, Thyne GD, McCray JE, Turner KA (2002) Evaluation of graphical and multivariate statistical methods for classification of water chemistry data. Hydrogeol J 10(4):455–474. https://doi.org/10.1007/s10040-002-0196-6
Herkat M, Guiraud R (2006) The relationships between tectonics and sedimentation in the Late Cretaceous series of the eastern Atlasic Domain (Algeria). J Afr Earth Sci 46(4):346–370. https://doi.org/10.1016/j.jafrearsci.2006.06.008
Hounslow AW (1995) Water quality data: analysis and interpretation. CRC Lewis Publisher, New York, p 396
JORA (2011) J Off Répub Algérienne 18(23):7–9. https://www.joradp.dz/FTP/JO-FRANCAIS/2011/F2011018.pdf?znjo=18
Kaiser HF (1960) The application of electronic computers to factor analysis. Educ Psychol Meas 20(1):141–151
Khelif S, Boudoukha A (2018) Multivariate statistical characterization of groundwater quality in Fesdis, east of Algeria. J Water Land Dev. https://doi.org/10.2478/jwld-2018-0026
Kshetrimayum KS, Laishram P (2020) Assessment of surface water and groundwater interaction using hydrogeology, hydrochemical and isotopic constituents in the Imphal river basin. Northeast India Groundw Sustain Dev 11:100391. https://doi.org/10.1016/j.gsd.2020.100391
Ladgham Chicouche A, Zerguine D (2001) Descriptive sheet on wetlands Ramsar, Chott Hodna. University of M'sila, Algeria (in French)
Li X, Wu H, Qian H, Gao Y (2018) Groundwater chemistry regulated by hydrochemical processes and geological structures: a case study in Tongchuan, China. Water 10(3):338. https://doi.org/10.3390/w10030338
Medjani F, Djidel M, Labar S, Bouchagoura L, Bara CR (2021) Groundwater physicochemical properties and water quality changes in shallow aquifers in arid saline wetlands, Ouargla, Algeria. Appl Water Sci 11(5):1–9. https://doi.org/10.1007/s13201-021-01415-3
Mir RA, Gani KM (2019) Water quality evaluation of the upper stretch of the river Jhelum using multivariate statistical techniques. Arab J Geosci 12(14):1–19. https://doi.org/10.1007/s12517-019-4578-7
Mitchell AC, Espinosa-Ortiz EJ, Parks SL, Phillips AJ, Cunningham AB, Gerlach R (2019) Kinetics of calcite precipitation by ureolytic bacteria under aerobic and anaerobic conditions. Biogeosciences 16(10):2147–2161. https://doi.org/10.5194/bg-16-2147-2019
Nyagumbo I, Nyamadzawo G, Madembo C (2019) Effects of three in-field water harvesting technologies on soil water content and maize yields in a semi-arid region of Zimbabwe. Agric Water Manag 216:206–213. https://doi.org/10.1016/j.agwat.2019.02.023
Ouhamdouch S, Bahir M, Ouazar D, Carreira PM, Zouari K (2019) Evaluation of climate change impact on groundwater from semi-arid environment (Essaouira Basin, Morocco) using integrated approaches. Environ Earth Sci 78(15):1–14. https://doi.org/10.1007/s12665-019-8470-2
Panno SV, Hackley KC, Hwang HH, Greenberg SE, Krapac IG, Landsberger S, O’Kelly DJ (2006) Characterization and identification of Na-Cl sources in ground water. Ground Water 44(2):176–187
Piper AM (1944) A graphic procedure in the geochemical interpretation of water-analyses. Trans Am Geophys Union 25:914–928
Pophare AM, Lamsoge BR, Katpatal YB, Nawale VP (2014) Impact of overexploitation on groundwater quality: a case study from WR-2 watershed, India. J Earth Syst Sci 123(7):1541–1566. https://doi.org/10.1007/s12040-014-0478-0
Rahbar A, Vadiati M, Talkhabi M, Nadiri AA, Nakhaei M, Rahimian M (2020) A hydrogeochemical analysis of groundwater using hierarchical clustering analysis and fuzzy C-mean clustering methods in Arak plain. Iran Environ Earth Sci 79(13):1–17. https://doi.org/10.1007/s12665-020-09064-6
Rao NS, Chaudhary M (2019) Hydrogeochemical processes regulating the spatial distribution of groundwater contamination, using pollution index of groundwater (PIG) and hierarchical cluster analysis (HCA): a case study. Groundw Sustain Dev 9:100238. https://doi.org/10.1016/j.gsd.2019.100238
Rodier J, Legube B, Merlet N (2016) The analysis of water, 10th ed. Dunod (in French)
Sharma S (1996) Applied multivariate techniques. Willey, New York
Sneath P H A (1973) The principles and practice of numerical classification. Numer Taxon 573
Tatou RD, Kabeyene VK, Mboudou GE (2017) Multivariate statistical analysis for the assessment of hydrogeochemistry of groundwater in upper Kambo watershed (Douala-Cameroon). J Geosci Environ Prot 5(03):252. https://doi.org/10.4236/gep.2017.53018
Verma A, Singh NB (2021) Evaluation of groundwater quality using pollution index of groundwater (PIG) and non-carcinogenic health risk assessment in part of the Gangetic Basin. Acta Geochim 40(3):419–440. https://doi.org/10.1007/s11631-020-00446-y
WHO (2011) Guidelines for drinking-water quality WHO (Ed.) Retrieved from http://www.who.int/water_sanitation_health/publications/2011/dwq_guidelines/en/
World Health Organization (2006) Guidelines for drinking-water quality. incorporating first addendum, vol. 1, Recommendations. https://apps.who.int/iris/bitstream/handle/10665/43428/9241546964_eng.pdf
Yenehun A, Dessie M, Azeze M, Nigate F, Belay AS, Nyssen J, Walraevens K (2021) Water resources studies in headwaters of the Blue Nile Basin: a review with emphasis on lake water balance and hydrogeological characterization. Water 13(11):1469. https://doi.org/10.3390/w13111469
Zakaria N, Anornu G, Adomako D, Owusu-Nimo F, Gibrilla A (2021) Evolution of groundwater hydrogeochemistry and assessment of groundwater quality in the Anayari catchment. Groundw Sustain Dev 12:100489. https://doi.org/10.1016/j.gsd.2020.100489
Zhang Q, Wang S, Yousaf M, Wang S, Nan Z, Ma J, Zang F (2018) Hydrochemical characteristics and water quality assessment of surface water in the northeast Tibetan plateau of China. Water Sci Technol Water Supply 18(5):1757–1768. https://doi.org/10.2166/ws.2017.237
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The authors sincerely acknowledge the water quality laboratory of the Algerian Waters in M'sila, Algeria and also thank Mr. Zekai ŞEN from Istanbul Medipol University for his kind cooperation.
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Selmane, T., Dougha, M., Hasbaia, M. et al. Hydrogeochemical processes and multivariate analysis for groundwater quality in the arid Maadher region of Hodna, northern Algeria. Acta Geochim 41, 893–909 (2022). https://doi.org/10.1007/s11631-022-00553-y
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DOI: https://doi.org/10.1007/s11631-022-00553-y