Cultivating sustainability: a multi-assessment of groundwater quality and irrigation suitability in the arid agricultural district of Dzira (Ksour Mountains, Algeria).

Arid areas Groundwater quality Hydrogeochemical analysis Irrigation suitability Principal component analysis Water resource management

Journal

Environmental monitoring and assessment
ISSN: 1573-2959
Titre abrégé: Environ Monit Assess
Pays: Netherlands
ID NLM: 8508350

Informations de publication

Date de publication:
04 Sep 2024
Historique:
received: 05 06 2024
accepted: 26 08 2024
medline: 4 9 2024
pubmed: 4 9 2024
entrez: 4 9 2024
Statut: epublish

Résumé

Groundwater serves a range of essential functions such as supplying drinking water, facilitating agricultural practices, and supporting industrial processes. This study examines with multiple methods the quality of groundwater in the agricultural region of Dzira, Algeria. By collecting 38 groundwater samples of different wells and boreholes, valuable awareness of the aptness of groundwater for irrigation in this arid landscape was gained. Most wells met Food and Agriculture Organization (FAO) criteria for the total dissolved solids (TDS) and the potential of hydrogen pH, but some areas had higher mineral content and electrical conductivity. Results show significant TDS variations, with 10.81% of wells exceeding limits and acceptable pH levels. Elevated EC values in 67.57% of wells show high salinity, affecting soil and plant growth. Major ions such as Mg

Identifiants

pubmed: 39230625
doi: 10.1007/s10661-024-13065-4
pii: 10.1007/s10661-024-13065-4
doi:

Substances chimiques

Water Pollutants, Chemical 0
Soil 0

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

886

Informations de copyright

© 2024. The Author(s), under exclusive licence to Springer Nature Switzerland AG.

Références

Abdessamed, D., Jodar-Abellan, A., Ghoneim, S. S., Almaliki, A., Hussein, E. E., & Pardo, M. Á. (2023). Groundwater quality assessment for sustainable human consumption in arid areas based on GIS and water quality index in the watershed of Ain Sefra (SW of Algeria). Environmental Earth Sciences, 82(21), 510.
doi: 10.1007/s12665-023-11183-9
Adimalla, N., Li, P., & Venkatayogi, S. (2018). Hydrogeochemical evaluation of groundwater quality for drinking and irrigation purposes and integrated interpretation with water quality index studies. Environmental Processes, 5, 363–383.
doi: 10.1007/s40710-018-0297-4
Ahmed, M. T., Hasan, M. Y., Monir, M. U., Biswas, B. K., Quamruzzaman, C., Junaid, M. ,..., & Rahman, M. M. (2021). Evaluation of groundwater quality and its suitability by applying the geospatial and IWQI techniques for irrigation purposes in the southwestern coastal plain of Bangladesh. Arabian Journal of Geosciences, 14(3), 233. https://doi.org/10.1007/s12517-021-06510-y
Alcalá, F. J., Martín-Martín, M., Guerrera, F., Martínez-Valderrama, J., & Robles-Marín, P. (2018). A feasible methodology for groundwater resource modelling for sustainable use in sparse-data drylands: Application to the Amtoudi Oasis in the northern Sahara. Science of the Total Environment, 630, 1246–1257. https://doi.org/10.1016/j.scitotenv.2018.02.294
doi: 10.1016/j.scitotenv.2018.02.294
Alcalá, F. J., Martínez-Pagán, P., Paz, M. C., Navarro, M., Pérez-Cuevas, J., & Domingo, F. (2021). Combining of MASW and GPR imaging and hydrogeological surveys for the groundwater resource evaluation in a coastal urban area in southern Spain. Applied Sciences, 11(7), 3154.
doi: 10.3390/app11073154
Anderson, G., & Yang, G. (1992). Determination of bicarbonate and total volatile acid concentration in anaerobic digesters using a simple titration. Water Environment Research, 64(1), 53–59.
doi: 10.2175/WER.64.1.8
Asadollah, S. B. H. S., Jodar-Abellan, A., & Pardo, M. Á. (2024). Optimizing machine learning for agricultural productivity: A novel approach with RScv and remote sensing data over Europe. Agricultural Systems, 218, 103955.
doi: 10.1016/j.agsy.2024.103955
Ayers, R., & Westcot, D. (1994). Food, agriculture organization of the United Nations (FAO), water quality for agriculture. Irrigation and Drainage, Rome, Paper, 29, 77044–77042.
Bahri, F., & Saibi, H. (2012). Characterization, classification, bacteriological, and evaluation of groundwater from 24 wells in six departments of Algeria. Arabian Journal of Geosciences, 5(6), 1449–1458. https://doi.org/10.1007/s12517-011-0329-0
doi: 10.1007/s12517-011-0329-0
Bailey, R. T., & Hosseini, P. (2023). Comprehensive simulation of salinity transport in irrigated watersheds using an updated version of SWAT-MODFLOW. Environmental Modelling & Software, 159, 105566.
doi: 10.1016/j.envsoft.2022.105566
Batarseh, M., Imreizeeq, E., Tilev, S., Al Alaween, M., Suleiman, W., Al Remeithi, A. M. ,..., & Al Alawneh, M. (2021). Assessment of groundwater quality for irrigation in the arid regions using irrigation water quality index (IWQI) and GIS-Zoning maps: Case study from Abu Dhabi Emirate, UAE. Groundwater for Sustainable Development, 14, 100611.
Belkhiri, L., & Krakauer, N. (2023). Quantifying the effect of climate variability on seasonal precipitation using Bayesian clustering approach in Kebir Rhumel Basin, Algeria. Stochastic Environmental Research and Risk Assessment, 37(10), 3929–3943.
doi: 10.1007/s00477-023-02488-z
Bouarfa, S., Derdour, A., Okkacha, Y., Almaliki, A. H., Jodar-Abellan, A., & Hussein, E. E. (2022). Sedimentological investigation of the potential origin and provenance of sand deposits in an arid area: A case study of the Ksour Mountains Region in Algeria. Arabian Journal of Geosciences, 15(17), 1460.
doi: 10.1007/s12517-022-10697-z
Chang, F.-J., Huang, C.-W., Cheng, S.-T., & Chang, L.-C. (2017). Conservation of groundwater from over-exploitation—scientific analyses for groundwater resources management. Science of the Total Environment, 598, 828–838.
doi: 10.1016/j.scitotenv.2017.04.142
Cui, L., Zhang, C., Yao, C., Luo, Z., Wang, X., & Li, Q. (2021). Analysis of the influencing factors of drought events based on GRACE data under different climatic conditions: A case study in Mainland China. Water, 13(18), 2575.
doi: 10.3390/w13182575
da Silva Torres, E. A. F., Garbelotti, M. L., & Neto, J. M. M. (2006). The application of hierarchical clusters analysis to the study of the composition of foods. Food Chemistry, 99(3), 622–629.
doi: 10.1016/j.foodchem.2005.08.032
Das, S., & Nag, S. (2015). Deciphering groundwater quality for irrigation and domestic purposes–a case study in Suri I and II blocks, Birbhum District, West Bengal, India. Journal of Earth System Science, 124, 965–992.
doi: 10.1007/s12040-015-0583-8
Derdour, A., Bouanani, A., Kaid, N., Mukdasai, K., Algelany, A., Ahmad, H. ,..., & Ameur, H. (2022). Groundwater potentiality assessment of Ain Sefra region in Upper Wadi Namous Basin, Algeria using integrated geospatial approaches. Sustainability, 14(8), 4450.
Derdour, A., Abdo, H. G., Almohamad, H., Alodah, A., Al Dughairi, A. A., Ghoneim, S. S., & Ali, E. (2023a). Prediction of groundwater water quality index using classification techniques in arid environments. Sustainability, 15(12), 9687.
doi: 10.3390/su15129687
Derdour, A., Abdo, H. G., Almohamad, H., Alodah, A., Al Dughairi, A. A., Ghoneim, S. S. M., & Ali, E. (2023b). Prediction of groundwater quality index using classification techniques in arid environments. Sustainability, 15(12). https://doi.org/10.3390/su15129687
Derdour, A., Jodar-Abellan, A., Ghoneim, S. S. M., Almaliki, A., Hussein, E. E., & Pardo, M. Á. (2023c). Groundwater quality assessment for sustainable human consumption in arid areas based on GIS and water quality index in the watershed of Ain Sefra (SW of Algeria). Environmental Earth Sciences, 82(21), 510. https://doi.org/10.1007/s12665-023-11183-9
doi: 10.1007/s12665-023-11183-9
Dhaoui, O., Antunes, I., Agoubi, B., & Kharroubi, A. (2021). Geochemical processes of groundwater salinization in an arid area, southeastern Tunisia. Arabian Journal of Geosciences, 14(17), 1721. https://doi.org/10.1007/s12517-021-08155-3
doi: 10.1007/s12517-021-08155-3
Dhaoui, O., Agoubi, B., Antunes, I. M., Tlig, L., & Kharroubi, A. (2023a). Groundwater quality for irrigation in an arid region—application of fuzzy logic techniques. Environmental Science and Pollution Research, 30(11), 29773–29789. https://doi.org/10.1007/s11356-022-24334-5
doi: 10.1007/s11356-022-24334-5
Dhaoui, O., Antunes, I. M. H. R., Boente, C., Agoubi, B., & Kharroubi, A. (2023b). Hydrogeochemical processes on inland aquifer systems: A combined multivariate statistical technique and isotopic approach. Groundwater for Sustainable Development, 20, 100887. https://doi.org/10.1016/j.gsd.2022.100887
doi: 10.1016/j.gsd.2022.100887
Dhaoui, O., Antunes, I. M., Benhenda, I., Agoubi, B., & Kharroubi, A. (2024). Groundwater salinization risk assessment using combined artificial intelligence models. Environmental Science and Pollution Research, 31(23), 33398–33413. https://doi.org/10.1007/s11356-024-33469-6
doi: 10.1007/s11356-024-33469-6
Doneen, L. D. (1964). Notes on water quality in agriculture. Department of Water Science and Engineering. University of California.
Eamus, D., & Froend, R. (2006). Groundwater-dependent ecosystems: The where, what and why of GDEs. Australian Journal of Botany, 54(2), 91–96.
doi: 10.1071/BT06029
Eaton, F. M. (1950). Significance of carbonates in irrigation waters. Soil Science, 69(2), 123–134.
doi: 10.1097/00010694-195002000-00004
Eekhout, J. P., Hunink, J. E., Terink, W., & de Vente, J. (2018). Why increased extreme precipitation under climate change negatively affects water security. Hydrology and Earth System Sciences, 22(11), 5935–5946.
doi: 10.5194/hess-22-5935-2018
Eekhout, J., Delsman, I., Baartman, J., Van Eupen, M., Van Haren, C., Contreras, S., Martínez-López, J., & De Vente, J. (2024). How future changes in irrigation water supply and demand affect water security in a Mediterranean catchment. Agricultural Water Management, 297, 108818.
doi: 10.1016/j.agwat.2024.108818
El Behairy, R. A., El Baroudy, A. A., Ibrahim, M. M., Kheir, A. M., & Shokr, M. S. (2021). Modelling and assessment of irrigation water quality index using GIS in semi-arid region for sustainable agriculture. Water, Air, & Soil Pollution, 232(9), 352.
doi: 10.1007/s11270-021-05310-0
Fartas, F., Remini, B., Sekiou, F., & Marouf, N. (2022). The use of PCA and ANN to improve evaluation of the WQIclassic, development of a new index, and prediction of WQI, Coastel Constantinois, northern coast of eastern Algeria. Water Supply, 22(12), 8727–8749.
doi: 10.2166/ws.2022.389
Gaagai, A., Aouissi, H. A., Bencedira, S., Hinge, G., Athamena, A., Heddam, S. ,..., & Eid, M. H. (2023). Application of water quality indices, machine learning approaches, and GIS to identify groundwater quality for irrigation purposes: A case study of Sahara Aquifer, Doucen Plain, Algeria. Water, 15(2), 289.
Gani, M. A., Sajib, A. M., Siddik, M. A., & Moniruzzaman, M. (2023). Assessing the impact of land use and land cover on river water quality using water quality index and remote sensing techniques. Environmental Monitoring and Assessment, 195(4), 449.
doi: 10.1007/s10661-023-10989-1
George, E., Rolf, S., & John, R. (2013). Methods of soil, plant, and water analysis: A manual for the West Asia and North Africa region. International Center for Agricultural Research in the Dry Areas (ICARDA), 244.
Ghazaryan, K., Movsesyan, H., Gevorgyan, A., Minkina, T., Sushkova, S., Rajput, V., & Mandzhieva, S. (2020). Comparative hydrochemical assessment of groundwater quality from different aquifers for irrigation purposes using IWQI: A case-study from Masis province in Armenia. Groundwater for Sustainable Development, 11, 100459. https://doi.org/10.1016/j.gsd.2020.100459
doi: 10.1016/j.gsd.2020.100459
Ghosh, A., & Bera, B. (2023). Hydrogeochemical assessment of groundwater quality for drinking and irrigation applying groundwater quality index (GWQI) and irrigation water quality index (IWQI). Groundwater for Sustainable Development, 22, 100958. https://doi.org/10.1016/j.gsd.2023.100958
doi: 10.1016/j.gsd.2023.100958
Gibbs, R. J. (1970). Mechanisms controlling world water chemistry. Science, 170(3962), 1088–1090.
doi: 10.1126/science.170.3962.1088
Giménez-Forcada, E. (2010). Dynamic of sea water interface using hydrochemical facies evolution diagram. Groundwater, 48(2), 212–216.
doi: 10.1111/j.1745-6584.2009.00649.x
Glynn, P. D., & Plummer, L. N. (2005). Geochemistry and the understanding of ground-water systems. Hydrogeology Journal, 13, 263–287.
doi: 10.1007/s10040-004-0429-y
Gonçalves, N., Valente, T., Pamplona, J., & Antunes, I. M. H. R. (2021). Hydrochemistry and evolution of water quality in a context of aridity and increasing agriculture in three river sub-basins of Santiago Island (Cape Verde). Geosciences, 11(6), 263.
doi: 10.3390/geosciences11060263
Hadef, S., Zahi, F., Debieche, T.-H., Drouiche, A., & Lekoui, A. (2021). Assessment of the surface water suitability for irrigation purposes: Case of the Guenitra dam watershed (Skikda, NE Algeria). The Jordan Journal of Earth and Environmental Sciences, JJEES, 12(4), 344–352.
Han, L., Li, J., Xue, Q., Chen, Z., Zhou, Y., & Poon, C. S. (2020). Bacterial-induced mineralization (BIM) for soil solidification and heavy metal stabilization: A critical review. Science of the Total Environment, 746, 140967.
doi: 10.1016/j.scitotenv.2020.140967
Hotelling, H. (1933). Analysis of a complex of statistical variables into principal components. Journal of Educational Psychology, 24(6), 417.
doi: 10.1037/h0071325
Hussein, E., Abdessamed, D., Zerouali, B., Almaliki, A., Wong, Y. J., Ballesta de Los Santos, M. ,..., & Elbeltagi, A. (2024). Groundwater quality assessment and irrigation water quality index prediction using machine learning algorithms. Water, 16, 264. https://doi.org/10.3390/w16020264
Jódar-Abellán, A., Albaladejo-García, J. A., & Prats, D. (2017). Artificial groundwater recharge. In Review of the current knowledge of the technique.
Kelly, W. (1940). Permissible composition and concentration of irrigated waters. Proceedings of the ASCF, 66, 607.
Kouadri, S., Elbeltagi, A., Islam, A. R. M. T., & Kateb, S. (2021). Performance of machine learning methods in predicting water quality index based on irregular data set: Application on Illizi region (Algerian southeast). Applied Water Science, 11(12), 190.
doi: 10.1007/s13201-021-01528-9
Kumari, M., & Rai, S. (2020). Hydrogeochemical evaluation of groundwater quality for drinking and irrigation purposes using water quality index in semi arid region of India. Journal of the Geological Society of India, 95, 159–168.
doi: 10.1007/s12594-020-1405-4
Lachache, S., Derdour, A., Maazouzi, I., Amroune, A., Guastaldi, E., & Merzougui, T. (2023). Statistical approach of groundwater quality assessment at Naama Region, South-West Algeria. LARHYSS Journal P-ISSN 1112–3680/E-ISSN 2521–9782(55).
Lucchesi, C., & Hirn, C. (1958). Determination of metal content of paint driers. EDTA Titration in Alcohol-Benzene Solution. Analytical Chemistry, 30(11), 1877–1879.
Machiwal, D., Cloutier, V., Güler, C., & Kazakis, N. (2018). A review of GIS-integrated statistical techniques for groundwater quality evaluation and protection. Environmental Earth Sciences, 77(19), 681. https://doi.org/10.1007/s12665-018-7872-x
doi: 10.1007/s12665-018-7872-x
Marandi, A., & Shand, P. (2018). Groundwater chemistry and the Gibbs diagram. Applied Geochemistry, 97, 209–212. https://doi.org/10.1016/j.apgeochem.2018.07.009
doi: 10.1016/j.apgeochem.2018.07.009
Meireles, A. C. M., Andrade, E. M., & d., Chaves, L. C. G., Frischkorn, H., & Crisostomo, L. A. (2010). A new proposal of the classification of irrigation water. Revista Ciência Agronômica, 41, 349–357.
doi: 10.1590/S1806-66902010000300005
Mirzavand, M., & Ghazban, F. (2022). Isotopic and hydrochemical evidence for the source and mechanism of groundwater salinization in Kashan Plain aquifer in Iran. Environmental Science and Pollution Research, 29(23), 34575–34593.
doi: 10.1007/s11356-021-17457-8
M’nassri, S., El Amri, A., Nasri, N., & Majdoub, R. (2022). Estimation of irrigation water quality index in a semi-arid environment using data-driven approach. Water Supply, 22(5), 5161–5175.
doi: 10.2166/ws.2022.157
Morsli, B., & Habi, M. (2016). Impact de la dynamique agricole sur la durabilité des périmètres agricoles traditionnels: Cas des oasis des monts du Ksour-Algérie. Cinq Continents, 6(13).
Moussaoui, T., Derdour, A., Hosni, A., & Ballesta-de los Santos, M., Legua, P., & Pardo-Picazo, M. Á. (2023). Assessing the quality of treated wastewater for irrigation: A case study of Ain Sefra wastewater treatment plant. Sustainability, 15(14), 11133.
doi: 10.3390/su151411133
Moussaoui, T., Derdour, A., Benaradj, A., & Hosni, A. (2024). Geomatic techniques for precise Dayas detection in arid zones: A case study in Northwestern Wilaya of Naama. Algeria. Euro-Mediterranean Journal for Environmental Integration, 9(2), 859–874.
doi: 10.1007/s41207-024-00477-4
Mukate, S., Wagh, V., Panaskar, D., Jacobs, J. A., & Sawant, A. (2019). Development of new integrated water quality index (IWQI) model to evaluate the drinking suitability of water. Ecological Indicators, 101, 348–354. https://doi.org/10.1016/j.ecolind.2019.01.034
doi: 10.1016/j.ecolind.2019.01.034
Muniz, D. H., Malaquias, J. V., Lima, J. E., & Oliveira-Filho, E. C. (2020). Proposal of an irrigation water quality index (IWQI) for regional use in the Federal District. Brazil. Environmental Monitoring and Assessment, 192(9), 607.
doi: 10.1007/s10661-020-08573-y
Naimaee, R., Kiani, A., Jarahizadeh, S., Haji Seyed Asadollah, S. B., Melgarejo, P., & Jodar-Abellan, A. (2024). Long-term water quality monitoring: Using satellite images for temporal and spatial monitoring of thermal pollution in water resources. Sustainability, 16(2), 646.
doi: 10.3390/su16020646
Panneerselvam, B., Muniraj, K., Thomas, M., Ravichandran, N., & Bidorn, B. (2021). Identifying influencing groundwater parameter on human health associate with irrigation indices using the Automatic Linear Model (ALM) in a semi-arid region in India. Environmental Research, 202, 111778.
doi: 10.1016/j.envres.2021.111778
Pardo, J., Martínez-Romero, A., Léllis, B., Tarjuelo, J., & Domínguez, A. (2020). Effect of the optimized regulated deficit irrigation methodology on water use in barley under semiarid conditions. Agricultural Water Management, 228, 105925.
doi: 10.1016/j.agwat.2019.105925
Park, J.-H., Yun, J.-J., Kim, S.-H., Park, J.-H., Acharya, B. S., Cho, J.-S., & Kang, S.-W. (2023). Biochar improves soil properties and corn productivity under drought conditions in South Korea. Biochar, 5(1), 66.
doi: 10.1007/s42773-023-00267-1
Pearson, K. (1900). X. On the criterion that a given system of deviations from the probable in the case of a correlated system of variables is such that it can be reasonably supposed to have arisen from random sampling. The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science, 50(302), 157–175.
Piper, A. M. (1944). A graphic procedure in the geochemical interpretation of water analyses. Eos, Transactions American Geophysical Union, 25(6), 914–928.
doi: 10.1029/TR025i006p00914
Piper, A. (1953). A graphic procedure in the geochemical interpretation of water analysis. United States Geological Survey. ASIN: B0007HRZ3
Pokhrel, Y. N., Hanasaki, N., Wada, Y., & Kim, H. (2016). Recent progresses in incorporating human land–water management into global land surface models toward their integration into Earth system models. Wiley Interdisciplinary Reviews: Water, 3(4), 548–574.
doi: 10.1002/wat2.1150
Priyan, K. (2021). Issues and challenges of groundwater and surface water management in semi-arid regions. Groundwater resources development and planning in the semi-arid region, 1–17.
Pulido-Bosch, A., Rigol-Sanchez, J. P., Vallejos, A., Andreu, J., Ceron, J., Molina-Sanchez, L., & Sola, F. (2018). Impacts of agricultural irrigation on groundwater salinity. Environmental Earth Sciences, 77, 1–14.
doi: 10.1007/s12665-018-7386-6
Raghunath, H. (1987). Groundwater Wiley eastern Ltd. New Delhi, India, 762.
Rahmani, A., Bouanani, A., Kacemi, A., & Hamed, K. B. (2017). Contribution of GIS for the survey and the management of water resources in the basin “Benhandjir–Tirkount”(Ain Sefra)–Mounts of Ksour-Saharian Atlas-Algeria. Journal of Fundamental and Applied Sciences, 9(2), 829–846.
doi: 10.4314/jfas.v9i2.14
Reghais, A., Drouiche, A., Zahi, F., & Debieche, T.-H. (2023). Hydrogeochemical evaluation of the Terminal Complex aquifer system in an arid area: A case study from the Biskra region, north-east Algeria. Environmental Earth Sciences, 82(7), 182. https://doi.org/10.1007/s12665-023-10786-6
doi: 10.1007/s12665-023-10786-6
Richards, L. A. (1954). Diagnosis and improvement of saline and alkali soils (Vol. 78): LWW.
Rupérez-Moreno, C., Senent-Aparicio, J., Martinez-Vicente, D., García-Aróstegui, J. L., Calvo-Rubio, F. C., & Pérez-Sánchez, J. (2017). Sustainability of irrigated agriculture with overexploited aquifers: The case of Segura basin (SE, Spain). Agricultural Water Management, 182, 67–76.
doi: 10.1016/j.agwat.2016.12.008
Saadatpour, A., Izady, A., Bailey, R. T., Ziaei, A. N., Alizadeh, A., & Park, S. (2022). Quantifying the impact of climate change and irrigation management on groundwater in an arid region with intensive groundwater abstraction (Case study: Neishaboor watershed, Iran). Environmental Earth Sciences, 81(23), 531. https://doi.org/10.1007/s12665-022-10662-9
doi: 10.1007/s12665-022-10662-9
Saeedi, M., Abessi, O., Sharifi, F., & Meraji, H. (2010). Development of groundwater quality index. Environmental Monitoring and Assessment, 163, 327–335.
doi: 10.1007/s10661-009-0837-5
Sarath Prasanth, S. V., Magesh, N. S., Jitheshlal, K. V., Chandrasekar, N., & Gangadhar, K. (2012). Evaluation of groundwater quality and its suitability for drinking and agricultural use in the coastal stretch of Alappuzha District, Kerala. India. Applied Water Science, 2(3), 165–175. https://doi.org/10.1007/s13201-012-0042-5
doi: 10.1007/s13201-012-0042-5
Selmane, T., Dougha, M., Djerbouai, S., Djemiat, D., & Lemouari, N. (2023). Groundwater quality evaluation based on water quality indices (WQI) using GIS: Maadher plain of Hodna, Northern Algeria. Environmental Science and Pollution Research, 30(11), 30087–30106.
doi: 10.1007/s11356-022-24338-1
Shepard, D. (1968). A two-dimensional interpolation function for irregularly spaced data. In Proceedings of the 1968 23rd ACM National Conference.
Spandana, M., Suresh, K., & Prathima, B. (2013). Developing an irrigation water quality index for Vrishabavathi command area. Int J Eng Res Technol, 2, 821–830.
Suarez, D. (1981). Relation between pHc and sodium adsorption ratio (SAR) and an alternative method of estimating SAR of soil or drainage waters. Soil Science Society of America Journal, 45(3), 469–475.
doi: 10.2136/sssaj1981.03615995004500030005x
Thapa, R., Gupta, S., & Kaur, H. (2020). Introducing an irrigation water quality index (IWQI) based on the case study of the Dwarka River basin, Birbhum, West Bengal. India. Sustainable Water Resources Management, 6(5), 86. https://doi.org/10.1007/s40899-020-00450-3
doi: 10.1007/s40899-020-00450-3
Tigrine, C. D. A., & Boutiba, M. (2023). Salinization risk assessment of irrigated soils in the Souf Valley (South-East Algeria) using chemical analysis, multivariate statistics, and GIS. Arabian Journal of Geosciences, 16(7), 438. https://doi.org/10.1007/s12517-023-11548-1
doi: 10.1007/s12517-023-11548-1
Todd, D. K., & Mays, L. W. (2004). Groundwater hydrology: John Wiley & Sons.
Valdes-Abellan, J., Pardo, M. A., Jodar-Abellan, A., Pla, C., & Fernandez-Mejuto, M. (2020). Climate change impact on karstic aquifer hydrodynamics in southern Europe semi-arid region using the KAGIS model. Science of the Total Environment, 723, 138110. https://doi.org/10.1016/j.scitotenv.2020.138110
doi: 10.1016/j.scitotenv.2020.138110
Wani, A. M. L., Abunada, Z., Yenilmez, F., Muhammetoglu, A., & Muhammetoglu, H. (2024). Comparative assessment of hydrochemical characterization and groundwater quality for irrigation in an autochthonous karst aquifer with the support of GIS: Case study of Altinova. Turkey. Environmental Earth Sciences, 83(8), 237. https://doi.org/10.1007/s12665-024-11548-8
doi: 10.1007/s12665-024-11548-8
Wilcox, L. (1955). Classification and use of irrigation waters. US Department of Agriculture.
Yousfi, S., Kerzabi, R., Mansour, H., & Mudry, J. (2014). Estimation and condition of groundwater recharge in semiarid zone: Example from the Ksour Ridge, NW Algeria. Arabian Journal of Geosciences, 7, 4997–5003.
doi: 10.1007/s12517-013-1175-z
Zhang, Q., Qian, H., Xu, P., Hou, K., & Yang, F. (2021). Groundwater quality assessment using a new integrated-weight water quality index (IWQI) and driver analysis in the Jiaokou Irrigation District. China. Ecotoxicology and Environmental Safety, 212, 111992. https://doi.org/10.1016/j.ecoenv.2021.111992
doi: 10.1016/j.ecoenv.2021.111992
Zhang, H., Lin, Y., Ran, J., Yu, J., Zhu, M., Li, H., & Jiao, Y. (2023). Evolution stage identification of haze pollution episodes in Beijing using constrained dynamic time warping and multiway principal component analysis. Environmental Modelling & Software, 168, 105811.
doi: 10.1016/j.envsoft.2023.105811

Auteurs

Alia Hosni (A)

Laboratory for the Sustainable Management of Natural Resources in Arid and Semi‑arid Zones, University Center of Naama, 45000, Naama, Algeria.

Abdessamed Derdour (A)

Laboratory for the Sustainable Management of Natural Resources in Arid and Semi‑arid Zones, University Center of Naama, 45000, Naama, Algeria. derdour@cuniv-naama.dz.
Artificial Intelligence Laboratory for Mechanical and Civil Structures and Soil, University Center of Naama, 45000, Naama, Algeria. derdour@cuniv-naama.dz.

Tayeb Nouri (T)

Laboratory for the Sustainable Management of Natural Resources in Arid and Semi‑arid Zones, University Center of Naama, 45000, Naama, Algeria.
University Center of El Bayadh, 32000, El Bayadh, Algeria.

Tayyib Moussaoui (T)

Laboratory for the Sustainable Management of Natural Resources in Arid and Semi‑arid Zones, University Center of Naama, 45000, Naama, Algeria.

Faouzi Zahi (F)

Laboratory of Geological Engineering, University Mohamed Seddik Benyahia, 18000, Jijel, Algeria.

Azzeddine Reghais (A)

Laboratory of Geological Engineering, University Mohamed Seddik Benyahia, 18000, Jijel, Algeria.

Antonio Jodar-Abellan (A)

Centre for Applied Soil Science and Biology of the Segura (CEBAS-CSIC), Soil and Water Conservation Group, Spanish National Research Council, Murcia, Spain.

Miguel Ángel Pardo (MÁ)

Department of Civil Engineering, University of Alicante, Alicante, Spain.

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