IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2021i1p155-d709967.html
   My bibliography  Save this article

Assessment of Seawater Intrusion in Coastal Aquifers Using Multivariate Statistical Analyses and Hydrochemical Facies Evolution-Based Model

Author

Listed:
  • Soumaya Hajji

    (Laboratory of Water, Energy and Environment, National School of Engineers of Sfax, University of Sfax, B.P. 1173, Sfax 3083, Tunisia)

  • Nabila Allouche

    (Laboratory of Water, Energy and Environment, National School of Engineers of Sfax, University of Sfax, B.P. 1173, Sfax 3083, Tunisia)

  • Salem Bouri

    (Laboratory of Water, Energy and Environment, National School of Engineers of Sfax, University of Sfax, B.P. 1173, Sfax 3083, Tunisia)

  • Awad M. Aljuaid

    (Department of Industrial Engineering, College of Engineering, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia)

  • Wafik Hachicha

    (Department of Industrial Engineering, College of Engineering, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia)

Abstract

Groundwater (GW) studies have been conducted worldwide with regard to several pressures, including climate change, seawater intrusion, and water overexploitation. GW quality is a very important sector for several countries in the world, in particular for Tunisia. The shallow coastal aquifer of Sfax (located in Tunisia) was found to be under the combined conditions of continuous drop in GW and further deterioration of the groundwater quality (GWQ). This study was conducted to identify the processes that control GWQ mainly in relation to mineralization sources in the shallow Sfax coastal aquifer. To perform this task, 37 wells are considered. Data include 10 physico-chemical properties of groundwater analyzed in water samples: pH, EC, calcium (Ca), sodium (Na), magnesium (Mg), potassium (K), chloride (Cl), sulfate (SO 4 ), bicarbonate (HCO 3 ), and nitrate (NO 3 ), i.e., investigation was based on a database of 370 observations. Principal component analysis (PCA) and hydrochemical facies evolution (HFE) were conducted to extract the main factors affecting GW chemistry. The results obtained using the PCA model show that GWQ is mainly controlled by either natural factors (rock–water interactions) or anthropogenic ones (agricultural and domestic activities). Indeed, the GW overexploitation generated not only the GWQ degradation but also the SWI. The inverse distance weighted (IDW) method, integrated in a geographic information system (GIS), is employed to achieve spatial mapping of seawater intrusion locations. Hydrochemical facies evolution (HFE) results corroborate the seawater intrusion and its spatial distribution. Furthermore, the mixing ratio showed that Jebeniana and Chaffar–Mahares localities are characterized by high SWI hazard. This research should be done to better manage GW resources and help to develop a suitable plan for the exploitation and protection of water resources.

Suggested Citation

  • Soumaya Hajji & Nabila Allouche & Salem Bouri & Awad M. Aljuaid & Wafik Hachicha, 2021. "Assessment of Seawater Intrusion in Coastal Aquifers Using Multivariate Statistical Analyses and Hydrochemical Facies Evolution-Based Model," IJERPH, MDPI, vol. 19(1), pages 1-18, December.
  • Handle: RePEc:gam:jijerp:v:19:y:2021:i:1:p:155-:d:709967
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/1/155/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/19/1/155/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Nura Umar Kura & Mohammad Firuz Ramli & Wan Nur Azmin Sulaiman & Shaharin Ibrahim & Ahmad Zaharin Aris & Adamu Mustapha, 2013. "Evaluation of Factors Influencing the Groundwater Chemistry in a Small Tropical Island of Malaysia," IJERPH, MDPI, vol. 10(5), pages 1-21, May.
    2. Xuewei Sun & Huayong Zhang & Meifang Zhong & Zhongyu Wang & Xiaoqian Liang & Tousheng Huang & Hai Huang, 2019. "Analyses on the Temporal and Spatial Characteristics of Water Quality in a Seagoing River Using Multivariate Statistical Techniques: A Case Study in the Duliujian River, China," IJERPH, MDPI, vol. 16(6), pages 1-18, March.
    3. Emna Boughariou & Nabila Allouche & Fatma Ben Brahim & Ghada Nasri & Salem Bouri, 2021. "Delineation of groundwater potentials of Sfax region, Tunisia, using fuzzy analytical hierarchy process, frequency ratio, and weights of evidence models," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(10), pages 14749-14774, October.
    4. Soumaya Hajji & Sedki Karoui & Ghada Nasri & Nabila Allouche & Salem Bouri, 2021. "EFA-CFA integrated approach for groundwater resources sustainability in agricultural areas under data scarcity challenge: case study of the Souassi aquifer, Central-eastern Tunisia," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(8), pages 12024-12043, August.
    5. Bing Zhou & Huiwei Wang & Qianqian Zhang, 2021. "Assessment of the Evolution of Groundwater Chemistry and Its Controlling Factors in the Huangshui River Basin of Northwestern China, Using Hydrochemistry and Multivariate Statistical Techniques," IJERPH, MDPI, vol. 18(14), pages 1-16, July.
    6. Yao Wen & Jiahao Qiu & Si Cheng & Changchang Xu & Xiaojiang Gao, 2020. "Hydrochemical Evolution Mechanisms of Shallow Groundwater and Its Quality Assessment in the Estuarine Coastal Zone: A Case Study of Qidong, China," IJERPH, MDPI, vol. 17(10), pages 1-23, May.
    7. Rajendra B. Zolekar & Rahul S. Todmal & Vijay S. Bhagat & Santosh A. Bhailume & Mahendra S. Korade & Sumit Das, 2021. "Hydro-chemical characterization and geospatial analysis of groundwater for drinking and agricultural usage in Nashik district in Maharashtra, India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(3), pages 4433-4452, March.
    8. Wenjie Yang & Yue Zhao & Dong Wang & Huihui Wu & Aijun Lin & Li He, 2020. "Using Principal Components Analysis and IDW Interpolation to Determine Spatial and Temporal Changes of Surface Water Quality of Xin’anjiang River in Huangshan, China," IJERPH, MDPI, vol. 17(8), pages 1-14, April.
    9. Qianqian Zhang & Long Wang & Huiwei Wang & Xi Zhu & Lijun Wang, 2020. "Spatio-Temporal Variation of Groundwater Quality and Source Apportionment Using Multivariate Statistical Techniques for the Hutuo River Alluvial-Pluvial Fan, China," IJERPH, MDPI, vol. 17(3), pages 1-14, February.
    10. Chaobin Ren & Qianqian Zhang, 2020. "Groundwater Chemical Characteristics and Controlling Factors in a Region of Northern China with Intensive Human Activity," IJERPH, MDPI, vol. 17(23), pages 1-15, December.
    11. Qiaona Guo & Yue Zhao & Zili Hu & Mengjun Li, 2021. "Contamination Transport in the Coastal Unconfined Aquifer under the Influences of Seawater Intrusion and Inland Freshwater Recharge—Laboratory Experiments and Numerical Simulations," IJERPH, MDPI, vol. 18(2), pages 1-14, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bing Zhou & Huiwei Wang & Qianqian Zhang, 2021. "Assessment of the Evolution of Groundwater Chemistry and Its Controlling Factors in the Huangshui River Basin of Northwestern China, Using Hydrochemistry and Multivariate Statistical Techniques," IJERPH, MDPI, vol. 18(14), pages 1-16, July.
    2. Zhi Tu & Yinzhu Zhou & Jinlong Zhou & Shuangbao Han & Jinwei Liu & Jiangtao Liu & Ying Sun & Fangyuan Yang, 2023. "Identification and Risk Assessment of Priority Control Organic Pollutants in Groundwater in the Junggar Basin in Xinjiang, P.R. China," IJERPH, MDPI, vol. 20(3), pages 1-21, January.
    3. Yongxiang Zhang & Ruitao Jia & Jin Wu & Huaqing Wang & Zhuoran Luo, 2021. "Evaluation of Groundwater Using an Integrated Approach of Entropy Weight and Stochastic Simulation: A Case Study in East Region of Beijing," IJERPH, MDPI, vol. 18(14), pages 1-18, July.
    4. Juan G. Loaiza & Jesús Gabriel Rangel-Peraza & Antonio Jesús Sanhouse-García & Sergio Alberto Monjardín-Armenta & Zuriel Dathan Mora-Félix & Yaneth A. Bustos-Terrones, 2021. "Assessment of Water Quality in A Tropical Reservoir in Mexico: Seasonal, Spatial and Multivariable Analysis," IJERPH, MDPI, vol. 18(14), pages 1-20, July.
    5. Hossein Mikhak & Mehdi Rahimian & Saeed Gholamrezai, 2022. "Implications of changing cropping pattern to low water demand plants due to climate change: evidence from Iran," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(8), pages 9833-9850, August.
    6. Chaobin Ren & Qianqian Zhang & Huiwei Wang & Yan Wang, 2021. "Identification of Sources and Transformations of Nitrate in the Intense Human Activity Region of North China Using a Multi-Isotope and Bayesian Model," IJERPH, MDPI, vol. 18(16), pages 1-16, August.
    7. Mamoon Ismail & Soni M. Pradhanang & Thomas Boving & Sophia Motta & Brendan McCarron & Ashley Volk, 2024. "Review of Modeling Approaches at the Freshwater and Saltwater interface in Coastal Aquifers," Land, MDPI, vol. 13(8), pages 1-23, August.
    8. Basheer A. Elubid & Tao Huang & Ekhlas H. Ahmed & Jianfei Zhao & Khalid. M. Elhag & Waleed Abbass & Mohammed M. Babiker, 2019. "Geospatial Distributions of Groundwater Quality in Gedaref State Using Geographic Information System (GIS) and Drinking Water Quality Index (DWQI)," IJERPH, MDPI, vol. 16(5), pages 1-20, February.
    9. Jiancai Deng & Fang Chen & Weiping Hu & Xin Lu & Bin Xu & David P. Hamilton, 2019. "Variations in the Distribution of Chl- a and Simulation Using a Multiple Regression Model," IJERPH, MDPI, vol. 16(22), pages 1-16, November.
    10. Nur Fatihah Mohamad Zainol & Azim Haziq Zainuddin & Ley Juen Looi & Ahmad Zaharin Aris & Noorain Mohd Isa & Anuar Sefie & Ku Mohd Kalkausar Ku Yusof, 2021. "Spatial Analysis of Groundwater Hydrochemistry through Integrated Multivariate Analysis: A Case Study in the Urbanized Langat Basin, Malaysia," IJERPH, MDPI, vol. 18(11), pages 1-20, May.
    11. Chang-Ying Hu & Shi-Hai Zhu, 2021. "Method of Setting Environmental Administrative Fine Amounts," IJERPH, MDPI, vol. 18(9), pages 1-13, May.
    12. Mahenthiran Sathiyamoorthy & Uma Shankar Masilamani & Aaron Anil Chadee & Sreelakhmi Devi Golla & Mohammed Aldagheiri & Parveen Sihag & Upaka Rathnayake & Jyotendra Patidar & Shivansh Shukla & Aryan K, 2023. "Sustainability of Groundwater Potential Zones in Coastal Areas of Cuddalore District, Tamil Nadu, South India Using Integrated Approach of Remote Sensing, GIS and AHP Techniques," Sustainability, MDPI, vol. 15(6), pages 1-15, March.
    13. Lele Xiao & Qianqian Zhang & Chao Niu & Huiwei Wang, 2020. "Spatiotemporal Patterns in River Water Quality and Pollution Source Apportionment in the Arid Beichuan River Basin of Northwestern China Using Positive Matrix Factorization Receptor Modeling Technique," IJERPH, MDPI, vol. 17(14), pages 1-15, July.
    14. Puja Chowdhury & Bhabani Prasad Mukhopadhyay & Siperna Nayak & Amit Bera, 2022. "Hydro-chemical characterization of groundwater and evaluation of health risk assessment for fluoride contamination areas in the eastern blocks of Purulia district, India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(9), pages 11320-11347, September.
    15. Hassan E. Gomaa & AbdAllah A. Alotibi & Mohamed Charni & Fatma A. Gomaa, 2023. "Integrating GIS, Statistical, Hydrogeochemical Modeling and Graphical Approaches for Hydrogeochemical Evaluation of Ad-Dawadmi Ground Water, Saudi Arabia: Status and Implications of Evaporation and Ro," Sustainability, MDPI, vol. 15(6), pages 1-29, March.
    16. Hazimah Haspi Harun & Mohamad Roslan Mohamad Kasim & Siti Nurhidayu & Zulfa Hanan Ash’aari & Faradiella Mohd Kusin & Muhammad Khalis Abdul Karim, 2021. "Association of Physicochemical Characteristics, Aggregate Indices, Major Ions, and Trace Elements in Developing Groundwater Quality Index (GWQI) in Agricultural Area," IJERPH, MDPI, vol. 18(9), pages 1-21, April.
    17. Kumari Anjali & Thendiyath Roshni, 2022. "Linking satellite-based forest cover change with rainfall and land surface temperature in Kerala, India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(9), pages 11282-11300, September.
    18. Tianlong Liu & Xiang Ji & Yaxi Gong, 2022. "Wetland Functional Area Division Method: A Correlation Analysis of Water Quality and Landscape Structure," Sustainability, MDPI, vol. 14(21), pages 1-26, October.
    19. Chao Niu & Qianqian Zhang & Lele Xiao & Huiwei Wang, 2022. "Spatiotemporal Variation in Groundwater Quality and Source Apportionment along the Ye River of North China Using the PMF Model," IJERPH, MDPI, vol. 19(3), pages 1-16, February.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:19:y:2021:i:1:p:155-:d:709967. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.