References

1. S. Sargazi, M. Mokhtari, M.H. Ehrampoush, S.A. Almodaresi, H. Sargazi, M. Sarhadi, The application of geographical information system (GIS) approach for assessment of groundwater quality of Zahedan city, Sistan and Baluchestan Province, Iran, Groundwater Sustainable Dev., 12 (2021) 100509, doi10.1016/j.gsd.2020.100509.
2. Y. Elmeddahi, A. Issaadi, H. Mahmoudi, M. Tahar Abbes, G. Mattheus F.A., Effect of climate change on water resources of the Algerian Middle Cheliff basin, Desal. Water Treat., 52 (2014) 2073–2081.
3. Y. Elmeddahi, H. Mahmoudi, A. Issaadi, M.F.A. Goosen, Analysis of treated wastewater and feasibility for reuse in irrigation: a case study from Chlef, Algeria, Desal. Water Treat., 57 (2016) 5222–5231.
4. Y. Elmeddahi, H. Mahmoudi, A. Issaadi, M.F.A. Goosen, R. Ragab, Evaluating the effects of climate change and variability on water resources: a case study of the Cheliff basin in Algeria, Am. J. Eng. Appl. Sci., 9 (2016) 835–845.
5. Y. Elmeddahi, R. Ragab, Assessing the Climate Change Impact on Water Resources and Adaptation Strategies in Algerian Cheliff Basin, In: Water Resources in Algeria - Part I: Assessment of Surface and Groundwater Resources, Hdb Env. Chem. Springer, Cham, Switzerland, 2020, pp. 111–134, doi: 10.1007/698_2019_398.
6. M. El Baba, P. Kayastha, M. Huysmans, F. De Smedt, Evaluation of the groundwater quality using the water quality index and geostatistical analysis in the Dier al-Balah Governorate, Gaza Strip, Palestine, Water, 12 (2020) 262, doi: 10.3390/w12010262.
7. S. Abanyie, S. Ampofo, N. Biyogue Douti, T. Boateng, Geospatial assessment of groundwater quality in the Savelugu-Nanton Municipality, Northern Ghana, Afr. J. Appl. Res., 4 (2018) 93–105.
8. E.D. Sunkari, M. Abu, P.S. Bayowobie, U.E. Dokuz, Hydrogeochemical appraisal of groundwater quality in the Ga West Municipality, Ghana: implication for domestic and irrigation purposes, Groundwater Sustainable Dev., 8 (2019) 501–511.
9. M. Uyan, T. Cay, Spatial analyses of groundwater level differences using geostatistical modeling, Environ. Ecol. Stat., 20 (2013) 633–646.
10. A. Shaheen, J. Iqbal, Spatial distribution and mobility assessment of carcinogenic heavy metals in soil profiles using geostatistics and Random Forest, Boruta Algorithm, Sustainability, 10 (2018) 799, doi:10.3390/su10030799.
11. R. Webster, M.A. Oliver, Geostatistics for Environmental Scientists, 2nd ed., John Wiley & Sons, Ltd., 2007. Available at: https://www.academia.edu/6871734/Geostatistics_for_Environmental_Scientists_Second_Edition
12. A. Bouderbala, The impact of climate change on groundwater resources in coastal aquifers: case of the alluvial aquifer of Mitidja in Algeria, Environ. Earth Sci., 78 (2019) 1–13.
13. N. Rajmohan, M.H.Z. Masoud, B.A.M. Niyazi, Assessment of groundwater quality and associated health risk in the arid environment, Western Saudi Arabia, Environ. Sci. Pollut. Res., 28 (2021) 9628–9646.
14. P. Sahu, P.K. Sikdar, Hydrochemical framework of the aquifer in and around East Kolkata Wetlands, West Bengal, India, Environ. Geol., 55 (2008) 823–835.
15. A. Hamlat, A. Guidoum, Assessment of groundwater quality in a semiarid region of Northwestern Algeria using water quality index (WQI), Appl. Water Sci., 8 (2018) 1–13.
16. T.E. Keskin, M. Düğenci, F. Kaçaroğlu, Prediction of water pollution sources using artificial neural networks in the study areas of Sivas, Karabük and Bartın (Turkey), Environ. Earth Sci., 73 (2015) 5333–5347.
17. M.A. Ghorbani, M.T. Aalami, L. Naghipour, Use of artificial neural networks for electrical conductivity modeling in Asi River, Appl. Water Sci., 7 (2017) 1761–1772.
18. C. Gao, M. Gemmer, X. Zeng, B. Liu, B. Su, Y. Wen, Projected streamflow in the Huaihe River Basin (2010–2100) using artificial neural network, Stoch. Environ. Res. Risk Assess., 24 (2010) 685–697.
19. N. Naeamikhah, T. Nasrabadi, Z.Z. Sirdari, Role of different parameters in the quantification of generated sludge in the oxylator unit of water treatment plants, using artificial neural network model (case study of Jalalieh water treatment plant, Tehran, Iran), Appl. Ecol. Environ. Res., 15 (2017) 129–142.
20. E.F. Derradji, F. Benmeziane, A. Maoui, H. Bousnoubra, N. Kherici, Evaluation of salinity, organic and metal pollution in groundwater of the Mafragh Watershed, NE Algeria, Arabian J. Sci. Eng., 36 (2011) 573–580.
21. L. Belkhiri, L. Mouni, Hydrochemical analysis and evaluation of groundwater quality in El Eulma area, Algeria, Appl. Water Sci., 2 (2012) 127–133.
22. F. Touhari, M. Meddi, M. Mehaiguene, M. Razack, Hydrogeochemical assessment of the Upper Cheliff groundwater (North West Algeria), Environ. Earth Sci., 73 (2015) 3043–3061.
23. A. Saou, M. Maza, J.L. Seidel, Surface and groundwater quality, in the mixing area, using hydrochemical and statistical methods, in the Valley of Low Djemaa — Zitouna Basins, Algeria, J. Geol. Soc. India, 95 (2020) 315–320.
24. Y. Benmoussa, B. Remini, M. Remaoun, Quality assessment and hydrogeochemical characteristics of groundwater in Kerzaz and Beni Abbes along Saoura valley, Southwest of Algeria, Appl. Water Sci., 10 (2020) 1–10.
25. B. Hallouche, F. Hadji, A. Marok, L. Benaabidate, Spatial mapping of irrigation groundwater quality of the High Mekerra watershed (Northern Algeria), Arabian J. Geosci., 10 (2017) 1–15.
26. A. Bouderbala, Assessment of groundwater quality and its suitability for domestic and agricultural uses in Low-Isser plain, Boumedres, Algeria, Arabian J. Geosci., 10 (2017).1–13, Internal Report, 277p (in French)
27. R. Kouadra, A. Demdoum, Hydrogeochemical characteristics of groundwater and quality assessment for the purposes of drinking and irrigation in Bougaa area, Northeastern Algeria, Acta Geochim., 39 (2020) 642–654.
28. O. Bouteraa, A. Mebarki, F. Bouaicha, Z. Nouaceur, B. Laignel, 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 (2019) 796–814.
29. R. Kechiched, I.E. Nezli, A. Foufou, M.S. Belksier, S.A. Benhamida, R. Djeghoubbi, N. Slamene, O. Ameur-zaimeche, Fluoridebearing groundwater in the complex terminal aquifer (a case study in Hassi Messaoud area, southern Algeria): hydrochemical characterization and spatial distribution assessed by indicator kriging, Sustainable Water Resour. Manage., 6 (2020) 1–14.
30. S.M. Leulmi, A. Aidaoui, D.D. Hallal, M.A. Khelfi, J.P.L. Ferraira, A. Ammari, O. Aziez, Spatio-temporal analysis of nitrates and piezometric levels in groundwater using geostatistical approach: case study of the Eastern Mitidja Plain, North of Algeria, Arabian J. Geosci., 14 (2021) 1–15.
31. WHO, Guideline for Drinking Water Quality, 3rd ed., World Health Organization, Geneva, 2008. Available at: https://www. who.int/water_sanitation_health/dwq/fulltext.pdf
32. R. Khosravi, H. Eslami, S.A. Almodaresi, M. Heidari, R.A. Fallahzadeh, M. Taghavi, M. Khodadadi, R. Peirovi, Use of geographic information system and water quality index to assess groundwater quality for drinking purpose in Birjand city, Iran, Desal. Water Treat., 67 (2017) 74–83.
33. B. Bhushan, M. Singh, Y. Hage, Identification and control using MLP, Elman, NARXSP and radial basis function networks: a comparative analysis, Artif. Intell. Rev., 37 (2012) 133–156.
34. M. Schrambach, L. Mostefa, Exploitation and conservation of groundwater in the upper, middle, lower Cheliff and lower Mina plains, (1966).
35. M. Elaid, M. Hind, B. Abdelmadjid, M. Mohamed, Contribution of hydrogeochemical and isotopic tools to the management of Upper and Middle Cheliff Aquifers, J. Earth Sci., 31 (2020) 993–1006.
36. B. Yan, C. Xiao, X. Liang, Z. Fang, Impacts of urban land use on nitrate contamination in groundwater, Jilin City, Northeast China, Arabian J. Geosci., 9 (2016) 1–8.