Assessment of Surface Water Quality Using the Water Quality Index (IWQ), Multivariate Statistical Analysis (MSA) and Geographic Information System (GIS) in Oued Laou Mediterranean Watershed, Morocco

被引:23
|
作者
Azhari, Hamza El [1 ]
Cherif, El Khalil [2 ]
Sarti, Otmane [3 ]
Azzirgue, El Mustapha [1 ]
Dakak, Houria [4 ]
Yachou, Hasna [4 ]
da Silva, Joaquim C. G. Esteves [5 ]
Salmoun, Farida [1 ]
机构
[1] Abdelmalek Essaadi Univ, Sci & Technol Fac, Chem Dept, Lab Phys Chem Mat Nat Subst & Environm, Tangier 90090, Morocco
[2] Univ Lisbon, Inst Syst & Robot, Inst Super Tecn, P-1649004 Lisbon, Portugal
[3] Univ Abdelmalek Essaadi, Dept Chem Engn, Tangier 90000, Morocco
[4] Natl Inst Agr Res INRA, Reg Ctr Rabat, Res Unit Environm & Conservat Nat Resources, POB 6356,Inst, Rabat 10101, Morocco
[5] Univ Porto, Fac Ciencias, Ctr Invest Quim CIQUP, Dept Geociencias,Inst Ciencias Mol IMS,Dept Geocie, Rua Campo Alegre S-N, P-4169007 Porto, Portugal
关键词
Morocco; Oued Laou watershed; WQI; IWQI; surface water quality; hydro geochemistry; PDC; HCA; IDW; GROUNDWATER QUALITY; IRRIGATION PURPOSES; REGION; DRINKING; RIVER; SUITABILITY; GOVERNORATE; WQIS;
D O I
10.3390/w15010130
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Surface water is used for a variety of purposes, including agriculture, drinking water, and other services. Therefore, its quality is crucial for irrigation, human welfare, and health. Thus, the main objective is to improve surface water quality assessment and geochemical analysis to evaluate anthropogenic activities' impact on surface water quality in the Oued Laou watershed, Northern Morocco. Thirteen surface water samples were characterized for 26 physicochemical and biological parameters. In this aspect, emerging techniques such as multivariate statistical approaches (MSA), water quality indices (WQI), irrigation water quality (IWQI), and Geographic Information System (GIS) were employed to identify the sources of surface water pollution, their suitability for consumption, and the distribution of surface water quality. The results showed that the major ion concentrations were reported in the following order: Ca2+, Na+, Mg2+, and K+; and HCO3- > CO32- > Cl- > SO42- > NO3- > F- > PO43- > NO2-. It was also demonstrated that almost all parameters had concentrations lower than World Health Organization (WHO) limits, except for bicarbonate ions (HCO3-) and the biochemical oxygen demand for five days (BOD5), which exceeded the WHO limits at 120 mg/L and 3 mg/L, respectively. Furthermore, the types of Ca2+-HCO3- (Calcium-Bicarbonate) and Ca2+-Mg2+-HCO3- (Calcium-Magnesium-Bicarbonate) predominated in surface water. The Principal Component Analysis (PCA) indicates that the Oued Laou river was exposed to two forms of contamination, the first being attributed to anthropogenic activities such as agriculture, while the second reflects the water-sediment interaction. The Hierarchical Cluster Analysis (HCA), reflecting the mineralization in the study area, has classified the samples into four clusters. The Inverse Distance Weighting (IDW) of the WQI indicates that 7.69% and 38.46% of the surface water represent, respectively, excellent and good quality for drinking. At the same time, the IWQI revealed that 92.30% of the water surface is good for irrigation. As a result, the combination of WQIs, PCA, IWQI, and GIS techniques is effective in providing clear information for assessing the suitability of surface water for drinking and its controlling factors and can also support decision-making in susceptible locations such as the Oued Laou river in northern Morocco.
引用
收藏
页数:34
相关论文
共 50 条
  • [1] Statistical Assessment of the Water Quality using Water Quality Index and Organic Pollution Index -Case study, Oued Tighza. Morocco
    Hachi, T.
    Hachi, M.
    Essabiri, H. H.
    Boumalkha, O.
    Doubi, M.
    Khaffou, M.
    Abba, E. H.
    MOROCCAN JOURNAL OF CHEMISTRY, 2022, 10 (03): : 500 - 508
  • [2] Water quality assessment of a tropical river using water quality index (WQI), multivariate statistical techniques and GIS
    Shil, Sanjoy
    Singh, Umesh Kumar
    Mehta, Pankaj
    APPLIED WATER SCIENCE, 2019, 9 (07)
  • [3] Assessment of Groundwater Quality Using the Pollution Index of Groundwater (PIG), Nitrate Pollution Index (NPI), Water Quality Index (WQI), Multivariate Statistical Analysis (MSA), and GIS Approaches: A Case Study of the Mnasra Region, Gharb Plain, Morocco
    Sanad, Hatim
    Mouhir, Latifa
    Zouahri, Abdelmjid
    Moussadek, Rachid
    El Azhari, Hamza
    Yachou, Hasna
    Ghanimi, Ahmed
    Oueld Lhaj, Majda
    Dakak, Houria
    WATER, 2024, 16 (09)
  • [4] Assessment of groundwater quality in a Brazilian semiarid basin using an integration of GIS, water quality index and multivariate statistical techniques
    Silva, M., I
    Goncalves, A. M. L.
    Lopes, W. A.
    Lima, M. T., V
    Costa, C. T. F.
    Paris, M.
    Firmino, P. R. A.
    De Paula Filho, F. J.
    JOURNAL OF HYDROLOGY, 2021, 598
  • [5] Assessment and modeling of surface water quality for drinking and irrigation purposes using water quality indices and GIS techniques in the Inaouene watershed, Morocco
    Laaraj, Marouane
    Benaabidate, Lahcen
    Mesnage, Valerie
    Lahmidi, Ikram
    MODELING EARTH SYSTEMS AND ENVIRONMENT, 2024, 10 (02) : 2349 - 2374
  • [6] Water quality assessment of lower Jhelum canal in Pakistan by using geographic information system (GIS)
    Bashir, Nusrat
    Saeed, Rashid
    Afzaal, Muhammad
    Ahmad, Ashfaq
    Muhammad, Nawshad
    Iqbal, Jibran
    Khan, Abdullah
    Maqbool, Yusra
    Hameed, Saman
    GROUNDWATER FOR SUSTAINABLE DEVELOPMENT, 2020, 10
  • [7] Assessment and modeling of surface water quality for drinking and irrigation purposes using water quality indices and GIS techniques in the Inaouene watershed, Morocco
    Marouane Laaraj
    Lahcen Benaabidate
    Valerie Mesnage
    Ikram Lahmidi
    Modeling Earth Systems and Environment, 2024, 10 : 2349 - 2374
  • [8] Assessment of surface water quality using water quality index and multivariate statistical analyses in Sarayduzu Dam Lake, Turkey
    Kukrer, Serkan
    Mutlu, Ekrem
    ENVIRONMENTAL MONITORING AND ASSESSMENT, 2019, 191 (02)
  • [9] Application of Water Quality Index and Multivariate Statistical Techniques to Assess and Predict of Groundwater Quality with Aid of Geographic Information System
    Dawood, Ammar S.
    Jabbar, Mushtak T.
    Al-Tameemi, Hayfaa H.
    Baer, Eric M.
    JOURNAL OF ECOLOGICAL ENGINEERING, 2022, 23 (06): : 189 - 204
  • [10] Application of Water Quality Index and Multivariate Statistical Analysis for Assessing Coastal Water Quality
    Prusty, Pintu
    Farooq, Syed Hilal
    ENVIRONMENTAL PROCESSES-AN INTERNATIONAL JOURNAL, 2020, 7 (03): : 805 - 825