Water Quality Assessment Using the Water Quality Index, and Geographic Information Systems in Nador Canal, Morocco

Authors

  • Driss Hammoumi

    Laboratory of Geosciences, Department of Geology, Faculty of Science, Ibn Tofail University, Kenitra, BP 133, Morocco

  • Hefdhallah S. Al-Aizari

    Department of Chemistry, Faculty of Education, Dhamar University, Dhamar, PO Box 87246, Yemen

  • Zaid Alkhawlani

    Laboratory of Research in Informatics (LaRI), Faculty of Science, Ibn Tofail University, BP 133, Kenitra, Morocco

  • Saïd Chakiri

    Laboratory of Geosciences, Department of Geology, Faculty of Science, Ibn Tofail University, Kenitra, BP 133, Morocco

  • Zohra Bejjaji

    Laboratory of Geosciences, Department of Geology, Faculty of Science, Ibn Tofail University, Kenitra, BP 133, Morocco

DOI:

https://doi.org/10.30564/jees.v6i2.6310
Received: 25 March 2024 | Revised: 18 April 2024 | Accepted: 19 April 2024 | Published Online: 12 May 2024

Abstract

In recent decades, water pollution has emerged as a significant concern, posing a threat to both humans and natural ecosystems. This study aimed to assess the spatial variations in water quality in the Nador Canal, Morocco using the water quality index combined with multivariate statistical techniques and geographic information systems (GIS). The parameters examined were then compared to the maximum permissible limit values recommended by Moroccan surface water standards and the World Health Organization. The results indicated that the WQI of Nador Canal is generally suitable for irrigation and unsuitable for drinking. It indicated that the quality of surface water in the Nador Canal is affected by organic pollutants, and this is evidenced by low levels of dissolved oxygen, the levels of elements were high, especially chlorine and sodium, in addition to a high concentration of ammonia, nitrate, and phosphate in some of the stations studied. Principal component analysis (PCA) results revealed that PC1–PC3 collectively accounted for 73% of the variation in surface water quality within the study area. The cluster analysis also proves that the water quality is relatively polluted. Potential contributing factors to surface water pollution include changes in the hydrological regime, household waste discharges, and agricultural activities. These findings furnish essential insights into water quality, particularly its suitability for irrigation, and contribute to enhancing the water quality management system of the Nador Canal in the Gharb region of Morocco.

Keywords:

Samples; Water quality index; Surface water; GIS

References

[1] Cheng, C., Zhang, F., Shi, J., et al., 2022. What is the relationship between land use and surface water quality? A review and prospects from remote sensing perspective. Environmental Science and Pollution Research. 29(38), 56887–56907. DOI: https://doi.org/10.1007/s11356-022-21348-x

[2] Papa, F., Crétaux, J.F., Grippa, M., et al., 2023. Water resources in Africa under global change: Monitoring surface waters from space. Surveys in Geophysics. 44(1), 43–93. DOI: https://doi.org/10.1007/s10712-022-09700-9

[3] Johnson, T., Butcher, J., Santell, S., et al., 2022. A review of climate change effects on practices for mitigating water quality impacts. Journal of Water and Climate Change. 13(4), 1684–1705.

[4] Mashala, M.J., Dube, T., Mudereri, B.T., et al., 2023. A systematic review on advancements in remote sensing for assessing and monitoring land use and land cover changes impacts on surface water resources in semi-arid tropical environments. Remote Sensing. 15, 3926.

[5] Kolawole, A.S., Iyiola, A.O., 2023. Environmental pollution: Threats, impact on biodiversity, and protection strategies. Sustainable Utilization and Conservation of Africa’s Biological Resources and Environment. Springer Nature: Singapore. pp. 377–409. DOI: https://doi.org/10.1007/978-981-19-6974-4_14

[6] Mai, H., Dao, T.D., Nguyen, T.D., et al., 2023. Distribution of microplastics in surface water of tropical urban lakes: A case study in Ha Noi, Vietnam. Vietnam Journal of Earth Sciences. 45(3), 388–404.

[7] Alsubih, M., Mallick, J., Islam, A.R.M.T., et al., 2022. Assessing surface water quality for irrigation purposes in some dams of Asir Region, Saudi Arabia using multi-statistical modeling approaches. Water. 14(9), 1439.

[8] Briciu, A.E., Graur, A., Oprea, D.I., 2020. Water quality index of suceava river in Suceava city metropolitan area. Water. 12(8), 2111.

[9] Frîncu, R.M., 2021. Long-term trends in water quality indices in the Lower Danube and tributaries in Romania (1996–2017). International Journal of Environmental Research and Public Health. 18(4), 1665.

[10] Gaagai, A., Aouissi, H.A., Bencedira, S., et al., 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.

[11] Kausher, R., Singh, R., Sinha, A.K., et al., 2023. Assessing impacts of mining-induced land use changes on groundwater and surface water quality using isotopic and hydrogeochemical signatures. Sustainability. 15(14), 11041.

[12] Thanh Giao, N., Kim Anh, P., Thi Hong Nhien, H., 2021. Spatiotemporal analysis of surface water quality in Dong Thap province, Vietnam using water quality index and statistical approaches. Water. 13(3), 336.

[13] Al-Maqtari, Q.A., Rehman, A., Mahdi, A.A., et al., 2021. Application of essential oils as preservatives in food systems: Challenges and future prospectives–a review. Phytochemistry Reviews. 1–38.

[14] Koukal, B., Dominik, J., Vignati, D., et al., 2004. Assessment of water quality and toxicity of polluted Rivers Fez and Sebou in the region of Fez (Morocco). Environmental Pollution. 131(1), 163–172.

[15] Taouil, H., Ahmed, S.I., Assyry, A.E., et al., 2013. Water quality evaluation of the river Tislit-Talsint (East Morocco). Journal of Materials and Environmental Sciences. 4(4), 502–509.

[16] Barakat, A., El Baghdadi, M., Rais, J., et al. 2016. Assessment of spatial and seasonal water quality variation of Oum Er Rbia River (Morocco) using multivariate statistical techniques. International Soil and Water Conservation Research. 4(4), 284–292.

[17] Benamar, A., Mahjoubi, F.Z., Kzaibe, F., 2019. Evaluation of water quality of Oum Er Rbia River (Morocco) using water quality index (WQI) method. Journal of Applied Surfaces and Interfaces. 5(1–3).

[18] Haddout, S., Maslouhi, A., Magrane, B., et al., 2016. Study of salinity variation in the Sebou River Estuary (Morocco). Desalination and Water Treatment. 57(36), 17075–17086.

[19] Karim, M., Maanan, M., Maanan, M., et al., 2019. Assessment of water body change and sedimentation rate in Moulay Bousselham wetland, Morocco, using geospatial technologies. International Journal of Sediment Research. 34(1), 65–72.

[20] Oussama, B., Mkadmi, Y., Bellaouchou, A., et al., 2022. The water quality of Nador Canal (Merja Zerga, Morocco): Parameters Physicochemical and Metal trace elements. Research Journal of Pharmaceutical, Biological and Chemical Sciences. 8, 339.

[21] Sghiouer, F.E., Nahli, A., Bouka, H., et al., 2022. Monitoring of faecal contamination and physicochemical variables in surface waters in Oued Inaouène (Upper Sebou, Morocco). Journal of Ecological Engineering. 23(11), 33–40.

[22] Attar, O., Brouziyne, Y., Bouchaou, L., et al., 2022. A critical review of studies on water resources in the souss-massa basin, morocco: Envisioning a water research agenda for local sustainable development. Water. 14(9), 1355.

[23] Aguedai, H., Jelbi, M., Lahlou, F., et al., 2022. Hydrochemical and geophysical characterization of the Mnasra coastal aquifers (Rharb basin NW Morocco). Arabian Journal of Geosciences. 15(18), 1–19.

[24] Ab Wahab, S.U.K., Chowdhury, A.J.K., Aris, M.S.M., et al., 2022. Pollutants distribution using environmetric technique in surface water sited at Gebeng, Kuantan, Pahang, Malaysia. IOP Conference Series: Earth and Environmental Science. 1019(1), 012022.

[25] Ahmed, I., 2022. Application of principal component analysis and analytical hierarchical process in surface water quality assessment in hatta catchment, emirate of Dubai, UAE. Computational Modelling in Industry 4.0. Springer: Singapore. pp. 349–366.

[26] Hong, T.T.K., Le Hoang Viet, N.T.G., 2022. Analysis of spatial-temporal variations of surface water quality in the southern province of vietnamese mekong delta using multivariate statistical analysis. Journal of Ecological Engineering. 23(7), 1–9.

[27] Kumarasamy, P., Arthur James, R., Dahms, H.U., et al., 2014. Multivariate water quality assessment from the Tamiraparani river basin, Southern India. Environmental Earth Sciences. 71(5), 2441–2451.

[28] Parmar, K., Parmar, V., 2010. Evaluation of water quality index for drinking purposes of river Subernarekha in Singhbhum District. International Journal of Environmental Sciences. 1(1), 77.

[29] Phung, D., Huang, C., Rutherford, S., et al., 2015. Temporal and spatial assessment of river surface water quality using multivariate statistical techniques: A study in Can Tho City, a Mekong Delta area, Vietnam. Environmental Monitoring and Assessment. 187(5), 1–13.

[30] Sharma, M., Kansal, A., Jain, S., et al., 2015. Application of multivariate statistical techniques in determining the spatial temporal water quality variation of Ganga and Yamuna Rivers present in Uttarakhand State, India. Water Quality, Exposure and Health. 7(4), 567–581.

[31] Souilmi, F., Tahraoui, S., 2021. Assessment of spatial and seasonal water quality variation of the upstream and downstream of oum er-rabia river in Morocco. Indian Journal of Ecology. 48(1), 47–51.

[32] Al Mazini, I., Mridekh, A., Kili M., et al., 2018. Plio-quaternary deposits in the Eastern Rharb (Nw Morocco): Electrosequential characterization. Journal of African Earth Sciences. 138, 32–41. DOI: https://doi.org/10.1016/j.jafrearsci.2017.11.005

[33] Edition, F., 2011. Guidelines for drinking-water quality. WHO Chronicle. 38(4), 104–108.

[34] Jacobs, H.L., Gabrielson, I.N., Horton, R.K., et al., 1965. Water Quality Criteria-Stream vs. Effluent Standards. Journal (Water Pollution Control Federation). 37(3), 292–315. DOI: https://www.jstor.org/stable/25035251

[35] Li, H., Smith, C.D., Wang, L., et al., 2019. Combining spatial analysis and a drinking water quality index to evaluate monitoring data. International Journal of Environmental Research and Public Health. 16(3), 3. DOI: https://doi.org/10.3390/ijerph16030357

[36] Brown, R.M., McClelland, N.I., Deininger, R.A., et al., 1970. A water quality index-do we dare. Water and Sewage Works. 117(10).

[37] Pesce, S.F., Wunderlin, D.A., 2000. Use of water quality indices to verify the impact of Córdoba City (Argentina) on Suquı́a River. Water Research. 34(11), 2915–2926.

[38] Khan, A.A., Tobin, A., Paterson, R., et al., 2005. Application of CCME procedures for deriving site-specific water quality guidelines for the CCME Water Quality Index. Water Quality Research Journal. 40(4), 448–456.

[39] Cude, C.G., 2001. Oregon water quality index a tool for evaluating water quality management effectiveness. Journal of the American Water Resources Association. 37(1), 125–137. DOI: https://doi.org/10.1111/j.1752-1688.2001.tb05480.x

[40] Gorde, S.P., Jadhav, M.V., 2013. Assessment of water quality parameters: A review. Journal of Engineering Research and Applications. 3(6), 2029–2035.

[41] Osibanjo, O., Daso, A.P., Gbadebo, A.M., 2011. The impact of industries on surface water quality of River Ona and River Alaro in Oluyole Industrial Estate, Ibadan, Nigeria. African Journal of Biotechnology. 10(4), 696–702.

[42] Katz, E.L., 1986. The stability of turbidity in raw water and its relationship to chlorine demand. American Water Works Association. 78(2), 72–75.

[43] Boyd, C.E., 2019. Water quality: an introduction. Springer Nature: London, UK.

[44] Gaur, N., Sarkar, A., Dutta, D., et al., 2022. Evaluation of water quality index and geochemical characteristics of surfacewater from Tawang India. Scientific Reports. 12(1), 1–26.

[45] Molybdenum in Drinking-Water: Background Document for Development of WHO Guidelines for Drinking-Water Quality [Internet]. Available from: https://cdn.who.int/media/docs/default-source/wash-documents/wash-chemicals/molybdenum.pdf?sfvrsn=d01920eb_4 (Please indicate the time when this reference was cited.) 49–45

[46] Ramakrishnaiah, C.R., Sadashivaiah, C., Ranganna, G., 2009. Assessment of water quality index for the groundwater in Tumkur Taluk, Karnataka State, India. E-Journal of Chemistry. 6(2), 523–530.

[47] Nouayti, N., Cherif, E.K., Algarra, M., et al., 2022. Determination of physicochemical water quality of the ghis-nekor aquifer (Al hoceima, Morocco) using hydrochemistry, multiple isotopic tracers, and the geographical information system (GIS). Water. 14(4), 606.

[48] Radi, F.Z., Bouhrim, M., Mechchate, H., et al., 2021. Phytochemical analysis, antimicrobial and antioxidant properties of Thymus zygis L. and Thymus willdenowii Boiss. Essential oils. Plants. 11(1), 15.

[49] Sappa, G., Ergul, S., Ferranti, F., et al., 2015. Effects of seasonal change and seawater intrusion on water quality for drinking and irrigation purposes, in coastal aquifers of Dar es Salaam, Tanzania. Journal of African Earth Sciences. 105, 64–84.

[50] Zaier, I., Billiotte, J., Charmoille, A., et al., 2021. The dissolution kinetics of natural gypsum: A case study of Eocene facies in the north-eastern suburbs of Paris. Environmental Earth Sciences. 80(1), 8. DOI: https://doi.org/10.1007/s12665-020-09275-x

Downloads

How to Cite

Hammoumi, D., Al-Aizari, H. S., Alkhawlani, Z., Chakiri, S., & Bejjaji, Z. (2024). Water Quality Assessment Using the Water Quality Index, and Geographic Information Systems in Nador Canal, Morocco. Journal of Environmental & Earth Sciences, 6(2), 1–16. https://doi.org/10.30564/jees.v6i2.6310

Issue

Article Type

Article