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Applications for Non-Conventional Water Resources in the Mediterranean Basin: A Literature Review

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  • Nikolaos Efthimiou

    (Faculty of Environmental Science, Czech University of Life Sciences Prague, 165-00 Prague, Czech Republic)

  • Thomas Giotis

    (Agricultural Economics Research Institute, Hellenic Agricultural Organization—ELGO-DIMITRA, 11145 Athens, Greece)

  • Athanasios Ragkos

    (Agricultural Economics Research Institute, Hellenic Agricultural Organization—ELGO-DIMITRA, 11145 Athens, Greece)

Abstract

We conducted a systematic review of peer-reviewed scientific bibliography published between 2010 and 2023, concerning the exploitation of Non-Conventional Water Resources (NCWR) in the Mediterranean Basin. The goal was to enhance our understanding of NCWR uses, reveal knowledge gaps, and identify future trends, risks, and challenges. The methodology comprised the inclusion, mining, filtering, and grouping of key elements retrieved from the surveyed items, followed by the deciphering of their intra-cluster variability and the links between them. Of the 978 publications harvested from the SCOPUS pool, 193 were eventually selected to form the NCWR database. The latter extends to 282 entries, each for an individual, i.e., single method and study area, application, compiled by 24 attributes per registry. The study provides insight on (i) the technologies most frequently implemented, (ii) the geographical distribution and spatial scale of the applications, (iii) their temporal trends, (iv) their objectives, (v) their relationship with nature and society. The work aims to fuel the discussion on improving policy-making, resource management, and adaptation to the climate crisis.

Suggested Citation

  • Nikolaos Efthimiou & Thomas Giotis & Athanasios Ragkos, 2025. "Applications for Non-Conventional Water Resources in the Mediterranean Basin: A Literature Review," Sustainability, MDPI, vol. 17(11), pages 1-30, May.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:11:p:4964-:d:1666595
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    References listed on IDEAS

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    1. Donthu, Naveen & Kumar, Satish & Mukherjee, Debmalya & Pandey, Nitesh & Lim, Weng Marc, 2021. "How to conduct a bibliometric analysis: An overview and guidelines," Journal of Business Research, Elsevier, vol. 133(C), pages 285-296.
    2. Philippe Mongeon & Adèle Paul-Hus, 2016. "The journal coverage of Web of Science and Scopus: a comparative analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(1), pages 213-228, January.
    3. William W. Hood & Concepción S. Wilson, 2003. "Informetric studies using databases: Opportunities and challenges," Scientometrics, Springer;Akadémiai Kiadó, vol. 58(3), pages 587-608, November.
    4. -Lal, Khajanchi & Minhas, P.S. & Yadav, R.K., 2015. "Long-term impact of wastewater irrigation and nutrient rates II. Nutrient balance, nitrate leaching and soil properties under peri-urban cropping systems," Agricultural Water Management, Elsevier, vol. 156(C), pages 110-117.
    5. Martínez-Alvarez, V. & Gallego-Elvira, B. & Maestre-Valero, J.F. & Martin-Gorriz, B. & Soto-Garcia, M., 2020. "Assessing concerns about fertigation costs with desalinated seawater in south-eastern Spain," Agricultural Water Management, Elsevier, vol. 239(C).
    6. Sandra Mourato & Madalena Moreira & João Corte-Real, 2015. "Water Resources Impact Assessment Under Climate Change Scenarios in Mediterranean Watersheds," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 29(7), pages 2377-2391, May.
    7. Clarke, Leon & Eom, Jiyong & Marten, Elke Hodson & Horowitz, Russell & Kyle, Page & Link, Robert & Mignone, Bryan K. & Mundra, Anupriya & Zhou, Yuyu, 2018. "Effects of long-term climate change on global building energy expenditures," Energy Economics, Elsevier, vol. 72(C), pages 667-677.
    8. Ana Iglesias & Luis Garrote & Francisco Flores & Marta Moneo, 2007. "Challenges to Manage the Risk of Water Scarcity and Climate Change in the Mediterranean," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 21(5), pages 775-788, May.
    9. Alberto Martín-Martín & Mike Thelwall & Enrique Orduna-Malea & Emilio Delgado López-Cózar, 2021. "Google Scholar, Microsoft Academic, Scopus, Dimensions, Web of Science, and OpenCitations’ COCI: a multidisciplinary comparison of coverage via citations," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(1), pages 871-906, January.
    10. Alberto Martín-Martín & Mike Thelwall & Enrique Orduna-Malea & Emilio Delgado López-Cózar, 2021. "Correction to: Google Scholar, Microsoft Academic, Scopus, Dimensions, Web of Science, and OpenCitations’ COCI: a multidisciplinary comparison of coverage via citations," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(1), pages 907-908, January.
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