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Multi-Criteria Evaluation and Sensitivity Analysis for the Optimal Location of Constructed Wetlands (METland) at Oceanic and Mediterranean Areas

Author

Listed:
  • Lorena Peñacoba-Antona

    (IMDEA Water Institute, Av. Punto Com, 2, Parque Científico Tecnológico, 28805 Alcalá de Henares, Madrid, Spain
    METfilter S.L., Autovía A49 Sevilla-Huelva Km 28, 41820 Carrión de los Céspedes, Sevilla, Spain
    Department of Analytical Chemistry, Physical Chemistry and Chemical Engineering, University of Alcalá, Ctra. Madrid-Barcelona Km 33.600, 28871 Alcalá de Henares, Madrid, Spain)

  • Montserrat Gómez-Delgado

    (Department of Geology, Geography and Environment Science, University of Alcalá, Ctra. Madrid-Barcelona Km 33.600, 28871 Alcalá de Henares, Madrid, Spain)

  • Abraham Esteve-Núñez

    (IMDEA Water Institute, Av. Punto Com, 2, Parque Científico Tecnológico, 28805 Alcalá de Henares, Madrid, Spain
    METfilter S.L., Autovía A49 Sevilla-Huelva Km 28, 41820 Carrión de los Céspedes, Sevilla, Spain
    Department of Analytical Chemistry, Physical Chemistry and Chemical Engineering, University of Alcalá, Ctra. Madrid-Barcelona Km 33.600, 28871 Alcalá de Henares, Madrid, Spain)

Abstract

METland is a new variety of Constructed Wetland (CW) for treating wastewater where gravel is replaced by a biocompatible electroconductive material to stimulate the metabolism of electroactive bacteria. The system requires a remarkably low land footprint (0.4 m 2 /pe) compared to conventional CW, due to the high pollutant removal rate exhibited by such microorganisms. In order to predict the optimal locations for METland, a methodology based on Multi-Criteria Evaluation (MCE) techniques applied to Geographical Information Systems (GIS) has been proposed. Seven criteria were evaluated and weighted in the context of Analytical Hierarchy Process (AHP). Finally, a Global Sensitivity Analysis (GSA) was performed using the Sobol method for resource optimization. The model was tested in two locations, oceanic and Mediterranean, to prove its feasibility in different geographical, demographic and climate conditions. The GSA revealed as conclusion the most influential factors in the model: (i) land use, (ii) distance to population centers, and (iii) distance to river beds. Interestingly, the model could predict best suitable locations by reducing the number of analyzed factors to just such three key factors (responsible for 78% of the output variance). The proposed methodology will help decision-making stakeholders in implementing nature-based solutions, including constructed wetlands, for treating wastewater in rural areas.

Suggested Citation

  • Lorena Peñacoba-Antona & Montserrat Gómez-Delgado & Abraham Esteve-Núñez, 2021. "Multi-Criteria Evaluation and Sensitivity Analysis for the Optimal Location of Constructed Wetlands (METland) at Oceanic and Mediterranean Areas," IJERPH, MDPI, vol. 18(10), pages 1-22, May.
    • Handle: RePEc:gam:jijerp:v:18:y:2021:i:10:p:5415-:d:557543
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    References listed on IDEAS

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    1. Haibo Zhang & Jianjun Zhang & Shouhong Zhang & Chunxue Yu & Ruoxiu Sun & Dandan Wang & Chunzhu Zhu & Jianan Zhang, 2020. "Identification of Priority Areas for Soil and Water Conservation Planning Based on Multi-Criteria Decision Analysis Using Choquet Integral," IJERPH, MDPI, vol. 17(4), pages 1-22, February.
    2. Luca Palmeri & Michael Trepel, 2002. "A GIS-Based Score System for Siting and Sizing of Created or Restored Wetlands: Two Case Studies," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 16(4), pages 307-328, August.
    3. A. P. Vavatsikos & O. E. Demesouka & K. P. Anagnostopoulos, 2020. "GIS-based suitability analysis using fuzzy PROMETHEE," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 63(4), pages 604-628, March.
    4. Md Ekhlasur Rahman & Mohd Izuan Effendi Bin Halmi & Mohd Yusoff Bin Abd Samad & Md Kamal Uddin & Khairil Mahmud & Mohd Yunus Abd Shukor & Siti Rozaimah Sheikh Abdullah & S M Shamsuzzaman, 2020. "Design, Operation and Optimization of Constructed Wetland for Removal of Pollutant," IJERPH, MDPI, vol. 17(22), pages 1-40, November.
    5. Paul, Manashi & Negahban-Azar, Masoud & Shirmohammadi, Adel & Montas, Hubert, 2020. "Assessment of agricultural land suitability for irrigation with reclaimed water using geospatial multi-criteria decision analysis," Agricultural Water Management, Elsevier, vol. 231(C).
    6. David Moreno-Mateos & Ülo Mander & César Pedrocchi, 2010. "Optimal Location of Created and Restored Wetlands in Mediterranean Agricultural Catchments," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 24(11), pages 2485-2499, September.
    7. Víctor Manuel Rodríguez-Espinosa & Francisco Aguilera-Benavente & Montserrat Gómez-Delgado, 2020. "Green infrastructure design using GIS and spatial analysis: a proposal for the Henares Corridor (Madrid-Guadalajara, Spain)," Landscape Research, Taylor & Francis Journals, vol. 45(1), pages 26-43, January.
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