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Assessment of heavy metal pollution in groundwater using a multivariate analysis approach

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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
The current study aims to assess underground water pollution using an integrated approach that combines statistical methods such as principal component analysis (PCA) and water quality diagrams (Piper diagram, Schoeller-Berkalov diagram). A total of twenty water samples were collected from the Tiflet region in the Sebou basin and analysed for various physicochemical parameters, including temperature, pH, and heavy metal concentrations (Cu2+, Zn2+, Fe2+ and Pb2+). The average concentrations of Pb2+, Zn2+, Cu2+, and Fe2+ in the water samples were found to be 41.9, 14.8, 20.1, and 8.1 mg∙dm-3, respectively. These concentrations indicate a significant presence of heavy metals in the groundwater samples. Therefore, it can be concluded that the groundwater in this area is heavily polluted with heavy metals and other pollutants. This finding raises concerns regarding the use of this water for irrigation and agricultural activities in the region. This suggests that these four components play a crucial role in determining the overall water quality. The distribution patterns of the metals Pb2+, Zn2+, Cu2+, and Fe2+ in the well water within the study area are of particular environmental concern. It is recommended to establish a monitoring network to ensure the sustainable management of water resources in order to address this issue effectively.
Wydawca
Rocznik
Tom
Strony
175--182
Opis fizyczny
Bibliogr. 31 poz., rys., tab., wykr.
Twórcy
autor
  • Mohammed V University in Rabat, Geopac Research Center Scientific Institute, Geo-Biodiversity and Natural Patrimony Laboratory, Ibn Battuta Av, B.P. 1040, Rabat, Morocco
autor
  • Mohammed V University in Rabat, Geopac Research Center Scientific Institute, Geo-Biodiversity and Natural Patrimony Laboratory, Ibn Battuta Av, B.P. 1040, Rabat, Morocco
  • Mohammed V University in Rabat, Geopac Research Center Scientific Institute, Geo-Biodiversity and Natural Patrimony Laboratory, Ibn Battuta Av, B.P. 1040, Rabat, Morocco
  • Mohammed V University in Rabat, Geopac Research Center Scientific Institute, Geo-Biodiversity and Natural Patrimony Laboratory, Ibn Battuta Av, B.P. 1040, Rabat, Morocco
  • Mohammed V University in Rabat, Geopac Research Center Scientific Institute, Geo-Biodiversity and Natural Patrimony Laboratory, Ibn Battuta Av, B.P. 1040, Rabat, Morocco
Bibliografia
  • ABHS (2020) Etude d’actualisation du Plan Directeur d’Aménagements Intégrés des Ressources en Eau (PDAIRE) du bassin hydraulique de Sebou [Study to update the Master Plan for Integrated Water Resources Development (PDAIRE) of the Sebou hydraulic basin]. Fes: Agence du Bassin Hydraulique de Sebou.
  • Adjagodo, A. et al. (2016) “Flux des polluants liés aux activités anthropiques, risques sur les ressources en eau de surface et la chaine trophique à travers le monde: synthèse bibliographique [Flow of pollutants linked to anthropogenic activities, risks on surface water resources and the trophic chain throughout the world: bibliographical summary],” International Journal of Biological and Chemical Sciences, 10(3), pp. 1459–1472. Available at: https://doi.org/10.4314/ijbcs.v10i3.43.
  • Arrêté (2002) “Arrêté conjoint du ministre de l’équipement et du ministre chargé de l’aménagement du territoire, de l’urbanisme, de l’habitat et de l’environnement n°1275-01 du 10 chaabane 1423 (17 octobre 2002) définissant la grille de qualité des eaux de surface [Joint order of the Minister of Equipment and the Minister responsible for regional planning, town planning, housing and the environment n°1275-01 of 10 Chaabane 1423 (October 17, 2002) defining the grid surface water quality],” Bulletin officiel, 5062 du 5 décembre 2002. Available at: http://www.swim-sustain-water.net/fileadmin/resources/arrete_1275-02_loi_d_environnement.pdf (Accessed: April 28, 2024).
  • Asadi S.S., Vuppala P. and Reddy, A.M. (2007) “Remote sensing and GIS techniques for evaluation of groundwater quality in Municipal Corporation of Hyderabad (Zone-V), India,” International Journal of Environmental Research and Public Health, 4(1), pp. 45–52. Available at: https://doi.org/10.3390/ijerph2007010008.
  • Bhadra, B.K. et al. (2016) “Modeling of groundwater draft based on satellite-derived crop acreage estimation over an arid region of northwest India,” Hydrogeology Journal, 4(7), pp. 1681–1698. Available at: https://doi.org/10.1007/s10040-016-1432-9.
  • Bouchahm, N., Hecini, L. and Kherifi, W. (2016) “Adoucissement des eaux souterraines de la région orientale du Sahara septentrional algérien: cas de la région de Biskra [Softening of groundwater in the eastern region of the Northern Algeria Sahara: Case of the Biskra region],” Revue des sciences de l'eau / Journal of Water Science, 29(1), pp. 37–48. Available at: https://doi.org/10.7202/1035715ar.
  • Chakraborti, D. et al. (2017) “Groundwater arsenic contamination and its health effects in India,” Hydrogeology Journal, 25(4), pp. 1165–1181. Available at: https://doi.org/10.1007/s10040-017-1556-6.
  • Dijkstra, J.J., Meeussen, J.C. and Comans, R.N. (2004) “Leaching of heavy metals from contaminated soils: An experimental and modeling study,” Environmental Science & Technology, 38(16), pp. 4390–4395. Available at: https://doi.org/10.1021/es049885v.
  • Dimane, F. et al. (2017) “Impact des facteurs de pollution sur la qualité des eaux de la zone aval de la vallée de l’oued Nekor (Al-Hoceima, Maroc) [Impact of pollution factors on water quality in the downstream area of the Wadi Nekor valley (Al-Hoceima, Morocco)],” European Scientific Journal, 13(3), pp. 43–60. Available at: https://doi.org/10.19044/esj.2017.v13n3p43.
  • El Khoumsi, W. et al. (2017) “La durabilité du système oasien face à la détérioration des ressources en eaux souterraines : cas de la palmeraie de Tafilale [The sustainability of the oasis system in the face of deterioration of groundwater resources: Case of the Tafilale palm grove],” Revue Marocaine des sciences agronomiques et Vétérinaires, 5(1), pp. 41–51. Available at: https://agritrop.cirad.fr/583802/1/2017%20RMSAV%20Khoumsi%20et%20al.pdf (Accessed: February 18, 2023).
  • Hafiane, F.Z. et al. (2020a) “Assessment of spatial and seasonal nitrate variation of groundwater in the irrigated perimeter (Tadla Plain-Morocco),” Agriculture and Forestry, 66(1), pp. 203–214. Available at: https://doi.org/10.17707/AgricultForest.66.1.19.
  • Hafiane, F.Z. et al. (2020b) “Microbial quality assessment of Beni Aamir and Beni Moussa groundwater (Tadla plain-Morocco),” Desalination and Water Treatment, 200, pp. 74–81. Available at: https://doi.org/10.5004/dwt.2020.26144.
  • Keddari, D. et al. (2019) “Évaluation du niveau de contamination par les éléments traces métalliques (cadmium, cuivre, nickel et zinc) des sédiments de l’oued Boumerzoug et ses affluents, et leur transfert vers la chénopodiacée Spinacia oleracea (L.) [Assessment of the contamination level by trace metal (cadmium, copper, nickel and zinc) of sediments in the Boumerzoug wadi and its tributaries, and their transfer to the Chenοpοdiaceae Spinacia oleracea (L.)],” Revue des sciences de l’eau / Journal of Water Science, 32(3), pp. 255–273. Available at: https://doi.org/10.7202/1067308ar.
  • Khadija, D. et al. (2021) “Surface water quality assessment in the semi-arid area by a combination of heavy metal pollution indices and statistical approaches for sustainable management,” Environmental Challenges, 5, 100230. Available at: https://doi.org/10.1016/j.envc.2021.100230.
  • Khamar, M., Bouya, D. and Ronneau, C. (2000) “Pollution métallique et organique des eaux et des sédiments d’un cours d’eau marocain par les rejets liquides urbains [Metallic and organic pollution of water and sediments of a Moroccan river by urban liquid discharges],” Water Quality Research Journal, 35(1), pp. 147–161. Available at: https://doi.org/10.2166/wqrj.2000.009.
  • Kpiagou, P. et al. (2022) “Evaluation de la pollution des ressources en eau du bassin versant de Didagou (Dapaong, Nord-Togo),” International Journal of Biological and Chemical Sciences, 16(1), pp. 481–497. Available at: https://doi.org/10.4314/ijbcs.v16i1.39.
  • Laghzal, A. and Nouayti, N. (2018) “Contribution to the hydrochemical study of springs Jurassic of the Ziz high basin: Contribution of remote sensing,” Journal of Materials and Environmental Sciences, 9(6), pp. 1889–1898. Available at: https://doi.org/10.26872/jmes.2018.9.6.208.
  • Lawani, R.A.N. et al. (2017) “Effets des pratiques agricoles sur la pollution des eaux de surface en République du Bénin [Effects of agricultural practices on the pollution of surface water in Benin Republic],” Larhyss Journal, 14(2), pp. 173–190. Available at: https://www.asjp.cerist.dz/en/article/55638 (Accessed: March 15, 2023).
  • Manaouch, M., Zouagui, A. and Fenjiro, I. (2020) “Regional-scale modeling of water erosion and sediment yield in a semi-arid context: case study of Ziz Upper watershed in South-Eastern Morocco,” GEOIT4W-2020: Proceedings of the 4th Edition of International Conference on Geo-IT and Water Resources 2020, Geo-IT and Water Resources 2020, Al-Hoceima Morocco March 11–12, 2020. Available at: https://doi.org/10.1145/3399205.3399209.
  • Mehdaoui, R. and Mahboub, A. (2019) “Caractérisations physico-chimiques et bactériologiques pour l'évaluation de la qualité des eaux souterraines de la vallée du moyen Ziz (Errachidia Sud-Est du Maroc) [Using physico-chemical and bacteriological parameters to characterize the quality of groundwater in the Ziz Valley (Errachidia province South-East of Morocco)],” La houille blanche, 105(5–6), pp. 5–15. Available at: https://doi.org/10.1051/lhb/2019054.
  • Nouayti, N., Khattach, D. and Hilali, M. (2015) “Assessment of physico-chemical quality of groundwater of the Jurassic aquifers in high basin of Ziz (Central High Atlas, Morocco),” Journal of Materials and Environmental Science, 6(4), pp. 1068–1081.
  • Nouayti, N. et al. (2020) “Geostatistical approach for evaluating heavy metal contamination in groundwater in the high Ziz Basin (Morocco),” Proceedings of the 4th Edition of International Conference on Geo-IT and Water Resources. Geo-IT and Water Resources, pp. 1–4. Available at: https://doi.org/10.1145/3399205.3399249.
  • Rodier, J. (2009) Analyse de l’eau [Water analysis]. 9 th edn. Paris: Dunod.
  • Sadat, A.W. et al. (2011) “Intérêt de l’analyse multidimensionnelle pour l’évaluation de la qualité physico-chimique de l’eau d’un système lacustre tropical: cas des lacs de Yamoussoukro (Côte d’Ivoire) [Interest in multidimensional analysis for evaluating the physicochemical quality of water in a tropical lake system: Case of the Yamoussoukro lakes (Ivory Coast)],” Journal of Applied Biosciences, 38, pp. 2573–2585. Available at: https://www.m.elewa.org/JABS/2011/38/8.pdf (Accessed: March 15, 2023).
  • Sidle, R.C. et al. (2000) “Stormflow generation in steep forested headwaters: a linked hydrogeomorphic paradigm,” Hydrological Processes, 14(3), pp. 369–385. Available at: https://doi.org/10.1002/(SICI)1099-1085(20000228)14:3<369::AID-HYP943>3.0.CO;2-P.
  • Singh, A.K. et al. (2007) “Aquatic geochemistry of Dhanbad, Jharkhand: Source evaluation and quality assessment,” Journal of the Geological Society of India, 69(5), pp. 1088–1102.
  • Szabo, R., Bodolea, C. and Mocan, T. (2021) “Iron, copper, and zinc homeostasis: Physiology, physiopathology, and nanomediated applications,” Nanomaterials, 11(11), 2958. Available at: https://doi.org/10.3390/nano11112958.
  • Talhaoui, A. et al. (2020) “Calcul de L’Indice de Qualité de l’Eau (IQE) pour l’évaluation de la qualité physico-chimique des eaux superficielles de L’Oued Moulouya (NE, Maroc) [Calculation of the Water Quality Index (WQI) for the evaluation of the physicochemical quality of surface waters of Oued Moulouya (NE, Morocco)],” European Scientific Journal, 16(2), pp. 64–85. Available at: https://doi.org/10.19044/esj.2020.v16n2p64.
  • Wagh, V.M. et al. (2018) “Health risk assessment of heavy metal contamination in groundwater of Kadava River Basin, Nashik, India,” Modeling Earth Systems and Environment, 4(3), pp. 969–980.
  • Wayland, K.G. et al. (2003) “Identifying relationships between baseflow geochemistry and land use with synoptic sampling and R-mode factor analysis,” Journal of Environmental Quality, 32(1), pp. 180–190. Available at: https://doi.org/10.2134/jeq2003.0180.
  • Zouagui, A. et al. (2018) “Modélisation du risque d’érosion hydrique par l’équation universelle des pertes en terre dans le Rif Occidental: Cas du bassin versant de Moulay Bouchta (Maroc) [Modeling the risk of water erosion using the universal equation of land losses in the Western Rif: Case of the Moulay Bouchta watershed (Morocco)],” European Scientific Journal, 14(3), 524. Available at: https://doi.org/10.19044/esj.2018.v14n3p524.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-8fa169e5-466b-4eae-8fd0-4e7ba2fc35be
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