Skip to main content
Log in

Isotopic behavior and self-organizing maps for identifying groundwater salinization processes in Jerba Island, Tunisia

  • Original Article
  • Published:
Environmental Earth Sciences Aims and scope Submit manuscript

Abstract

The purpose of this study is to assess the groundwater evolution in Jerba Island. This paper also focuses on the relationship between mineralization and anthropogenic activities and the identification of processes controlling groundwater geochemistry. An approach combining the use of water dissolved chemical species, isotopic fingerprint, and the self-organizing maps has been used to understand the behavior of a unconfined aquifer system and to determine the origin of its different contamination sources. In the present work, a geochemical characterization of the coastal aquifer from the unconfined Jerba aquifer, Southeast Tunisia, was carried out, using hydrogeochemical and isotopic (2H and 18O) data, correlation matrix, and self-organizing maps. For this aim, 79 wells were sampled and analyzed. Geochemical modeling and isotopic data demonstrated that seawater intrusion, exchange reactions occurring within the aquifer matrix, and anthropogenic activities were the major processes controlling the groundwater contamination in the island. The isotopic tracers indicate that the increasing salinity in the shallow coastal aquifer is caused by seawater intrusion. The methodology appears as a valid tool applicable in other coastal areas to determine the main factors governing the groundwater mineralization.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14

Similar content being viewed by others

References

  • Agoubi B (2018) Assessing hydrothermal groundwater flow path using Kohonen’s SOM, geochemical data, and groundwater temperature cooling trend. Environ Sci Pollut Res 25:13597–13610

    Article  Google Scholar 

  • Dragon K (2012) The changes of groundwater chemistry of semi-confined buried valley aquifer during one decade of water exploitation. Environ Earth Sci 65:1283–1290

    Article  Google Scholar 

  • Hentati A, Kawamura A, Amaguchi H, Iseri Y (2010) Evaluation of sedimentation vulnerability at small hillside reservoirs in the semi-arid region of Tunisia using the self-organizing map. Geomorphology 122:56–64

    Article  Google Scholar 

  • Jedoui Y (2000) Sédimentologie et géochimie des Dépôt littoraux quaternaires: reconstitution des variations des climats et du niveau marin dans le Sud Est tunisien. PhD Thesis, University of Tunis, Tunisia

  • Kharroubi A, Telahigue F, Agoubi B, Azri C, Bouri S (2012) Hydrochemical and statistical studies of the groundwater salinization in Mediterranean arid zones: case of the Jerba coastal aquifer in southeast Tunisia. Environ Earth Sci 67:2089–2100

    Article  Google Scholar 

  • Kumar PJS (2014) Evolution of groundwater chemistry in and around Vaniyambadi Industrial Area: differentiating the natural and anthropogenic sources of contamination. Chemie der Erde Geochem 74:641–651

    Article  Google Scholar 

  • Machiwal D, Jha KM (2015) Identifying sources of groundwater contamination in a hard-rock aquifer system using multivariate statistical analyses and GIS-based geostatistical modeling techniques. J Hydrol Reg Stud 4:80–110

    Article  Google Scholar 

  • Montcoudiol N, Molson J, Lemieux JM, Cloutier V (2015) A conceptual model for groundwater flow and geochemical evolution in the southern Outaouais Region, Québec, Canada. Appl Geochem 58:62–77

    Article  Google Scholar 

  • Monyr N, Abdallaoui A, EL Hmaidi A, Berrada M (2016) Etude de la variation saisonnière des paramètres physicochimiques des sédiments superficiels de la retenue du barrage Sidi Chahed (Meknès, Maroc): approche par carte auto-organisatrice SOM. Int J Innov Res Adv Eng (IJIRAE) 3(6)

  • Sang H, Gelfand AE, Lennard C, Hegerl G, Hewitson B (2008) Interpreting self-organizing maps through space-time data models. Ann Appl Stat 2(4):1194–1216

    Article  Google Scholar 

  • Souid F, Agoubi B, Telahigue F, Kharroubi A (2017) Groundwater chemical and faecal contamination assessment of the Jerba unconfined aquifer, Southeast of Tunisia. Arab J Geosci 10:231

    Article  Google Scholar 

  • Souid F, Agoubi B, Telahigue F, Chahlaoui A, Kharroubi A (2018) Groundwater salinization and seawater intrusion tracing based on Lithium concentration in the shallow aquifer of Jerba Island, southeastern Tunisia. J Afr Earth Sci 138:233–246

    Article  Google Scholar 

  • Stefanovic P, Kurasova O (2011) Visual analysis of self-organizing maps. Nonlinear Anal Model Control 16(4):488–504

    Article  Google Scholar 

  • Telahigue F, Agoubi B, Souid F, Kharroubi A (2018) Groundwater chemistry and radon-222 distribution in Jerba Island, Tunisia. J Environ Radioact 182:74–84

    Article  Google Scholar 

  • Venkatramanan S, Chung SY, Kim TH, Kim BW, Selvam S (2016) Geostatistical techniques to evaluate groundwater contamination and its sources in Miryang City, Korea. Environ Earth Sci 75:1–14

    Article  Google Scholar 

  • Yahyaoui H (2012) Nappe phréatique de l’île de Jerba: aspects hydrogéologiques et mobilisation des ressources, Ministère de l’agriculture: CRDA de Medenine (Tunisie), p 7

  • Zouari K, Trabelsi R, Abid K (2005) Chemical and isotopic composition of Rain Water of Station of Sfax. Tunisia. In: Workshop on chemical and isotopic composition of rain water of some Arab countries Beyrouth, Liban, pp 25–26

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to F. Souid.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Souid, F., Telahigue, F., Agoubi, B. et al. Isotopic behavior and self-organizing maps for identifying groundwater salinization processes in Jerba Island, Tunisia. Environ Earth Sci 79, 175 (2020). https://doi.org/10.1007/s12665-020-8899-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12665-020-8899-3

Keywords

Navigation