Skip to main content

Advertisement

Log in

MCE–GIS evaluation for the potential location of RO membrane recycling plant in the Segura River Basin, Spain

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

Abstract

The large amount of end-of-life (EoL) reverse osmosis (RO) membrane modules needed in desalination processes represents an important opportunity for material valorization. Alternative waste management routes are being developed worldwide to give them a second life within the Circular Economy (CE) principles. The aim of this study is the potential location identification for an EoL-RO direct recycling plant in the Segura River Basin, one of the most important desalination areas of Spain (with more than 42% of the Spanish desalination capacity). Using Geographical Information System (GIS) technologies, a Multi-criteria evaluation (MCE) methodology has been used for the suitability assessment for the membranes recycling plant best location. The evaluated criteria have been divided into restricted (natural protected areas, rivers, roads, reservoirs, supply channels and flood-prone areas) and conditioning (land use, topography and distance to shoreline). The spatial analysis shows that the 0.8% and 4.7% of the river basin area are optimally and highly suitable, respectively, for the recycling plant location. On the contrary, the totally restricted areas are more than 23% of the basin. This work will be the base for further environmental and economic studies of the reverse logistics: EoL-RO modules collection and the distribution of recycled products.

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

Similar content being viewed by others

References

  • Abdalla OOA, Khidir SOHE (2017) Site selection of wastewater treatment plant using RS/GIS data and multi- criteria analysis (MCA): case study Omdurman City, Khartoum State, Sudan

  • Alami-Merrouni A, Elwali Elalaoui F, Mezrhab A et al (2018) Large scale PV sites selection by combining GIS and analytical hierarchy process. Case study: Eastern Morocco. Renew Energy 119:863–873

    Google Scholar 

  • Aspe C (2014) The role of traditional irrigation canals in a long term environmental perspective—a case study in Southern France: The Durance Basin. J Agric Sci Technol 4(1):1–12

    Google Scholar 

  • Aznar J, Guijarro F (2012) Nuevos Métodos de Valoración. Modelos Multicriterio. Editorial Universitat Politècnica de València, Valencia

    Google Scholar 

  • Bagdanavičiūtė I, Valiūnas J (2012) GIS-based land suitability analysis integrating multi-criteria evaluation for the allocation of potential pollution sources. Environ Earth Sci. https://doi.org/10.1007/s12665-012-1869-7

    Article  Google Scholar 

  • Burnside NG, Smith RF, Waite S (2002) Habitat suitability modelling for calcareous grassland restoration on the South Downs, United Kingdom. J Environ Manage 65:209–221

    Google Scholar 

  • Buzai G, Principi N (2017) Identificación de áreas de potencial conflicto entre usos del suelo en la cuenca del Río Luján, Argentina. Rev Geogr Am Cent 3(59):91–124

    Google Scholar 

  • Calatrava J, Martínez-Granados D (2018) The limited success of formal water markets in the Segura River basin, Spain. Int J Water Resour Dev 34:961–981. https://doi.org/10.1080/07900627.2017.1378628

    Article  Google Scholar 

  • CEDEX (2017) Summary of Spanish river basin management plans. Second Cycle of the WFD (2015‐2021). Madrid

  • CHS (2016) Memoria del Plan de Cuenca de la Cuenca del Segura. Ciclo de Planificación 2015–2021. Confederación Hidrográfica del Segura. Ministerio de Agricultura, Alimentación y Medio Ambiente, Murcia

  • Criado M, Martinez-Grana A, Santos-Frances F, et al (2017) Multi-criteria analyses of urban planning for City expansion: a case study of Zamora, Spain. Sustainability 9:UNSP 1850

  • del Pozzo ALM, Quesado JFA, Blanco JL (2006) Determinación de peligros volcánicos aplicando técnicas de evaluación multicriterio y SIG en el área del Nevado de Toluca, centro de México. Rev Mex Cienc Geológicas 23:113–124

    Google Scholar 

  • Delivand MK, Cammerino ARB, Garofalo P, Monteleone M (2015) Optimal locations of bioenergy facilities, biomass spatial availability, logistics costs and GHG (greenhouse gas) emissions: a case study on electricity productions in South Italy. J Clean Prod 99:129–139

    Google Scholar 

  • Díaz-Cuevas P, Biberacher M, Domínguez-Bravo J, Schardinger I (2018) Developing a wind energy potential map on a regional scale using GIS and multi-criteria decision methods: the case of Cadiz (south of Spain). Clean Technol Environ Policy 20:1167–1183

    Google Scholar 

  • Du X, Wang Z (2018) Optimizing monitoring locations using a combination of GIS and fuzzy multi criteria decision analysis, a case study from the Tomur World Natural Heritage site. J Nat Conserv 43:67–74

    Google Scholar 

  • Eastman JR (1999) Multi-criteria evaluation and GIS. In: Goodchild MF, Maguire DJ, Rhind DW, Longley A (eds) Geographical information systems. Wiley, New York, pp 493–502

    Google Scholar 

  • Elkington J (2004) Enter the triple bottom line. In: Henriques A, Richardson J (eds) The triple bottom line: does it all add up? Earthscan, London, pp 1–16

    Google Scholar 

  • Elsaid K, Sayed ET, Abdelkareem MA et al (2020) Environmental impact of desalination processes: Mitigation and control strategies. Sci Total Environ 740:140125

    Google Scholar 

  • García-Galiano SG, Olmos-Gimenez P, Giraldo-Osorio JD (2015) Assessing nonstationary spatial patterns of extreme droughts from long-term high-resolution observational dataset on a semiarid Basin (Spain). Water 7:5458–5473

    Google Scholar 

  • García-Pacheco R, Landaburu-Aguirre J, Molina S et al (2015) Transformation of end-of-life RO membranes into NF and UF membranes: evaluation of membrane performance. J Membr Sci 495:305–315

    Google Scholar 

  • García-Pacheco R, Landaburu-Aguirre J, Terrero-Rodríguez P et al (2018) Validation of recycled membranes for treating brackish water at pilot scale. Desalination 433:199–208

    Google Scholar 

  • Ghobadi MH, Babazadeh R, Bagheri V (2013) Siting MSW landfills by combining AHP with GIS in Hamedan province, western Iran. Environ Earth Sci 70:1823–1840

    Google Scholar 

  • Grindlay AL, Zamorano M, Rodríguez MI et al (2011) Implementation of the European water framework directive: integration of hydrological and regional planning at the Segura River Basin, southeast Spain. Land Use Policy 28:242–256. https://doi.org/10.1016/j.landusepol.2010.06.005

    Article  Google Scholar 

  • Harley P, Samanta S (2018) Modeling of inland flood vulnerability zones through remote sensing and GIS techniques in the highland region of Papua New Guinea. Appl Geomat 10:159–171

    Google Scholar 

  • INE (2020) Censo de Población y Viviendas 2019. Instituto Nacional de Estadística, Madrid

    Google Scholar 

  • Jokar P, Masoudi M, Karimi F (2020) An MCE-based innovative approach to evaluating ecotourism suitability using GIS. Cuad Investig Geográfica

  • Krois J, Schulte A (2014) GIS-based multi-criteria evaluation to identify potential sites for soil and water conservation techniques in the Ronquillo watershed, northern Peru. Appl Geogr 51:131–142

    Google Scholar 

  • Landaburu-Aguirre J, García-Pacheco R, Molina S et al (2016) Fouling prevention, preparing for re-use and membrane recycling. Towards circular economy in RO desalination. Desalination 393:16–30

    Google Scholar 

  • Lawler W, Bradford-Hartke Z, Cran MJ et al (2012) Towards new opportunities for reuse, recycling and disposal of used reverse osmosis membranes. Desalination 299:103–112

    Google Scholar 

  • Lawler W, Alvarez-Gaitan J, Leslie G, Le-Clech P (2015) Comparative life cycle assessment of end-of-life options for reverse osmosis membranes. Desalination 357:45–54

    Google Scholar 

  • López F (1973) La vega Alta del Segura. Clima, Hidrologia y Geomorfologia. Universidad De Murcia, Murcia

    Google Scholar 

  • Malczewski J (1999) GIS and multicriteria decision analysis. Wiley, New York

    Google Scholar 

  • Malczewski J (2004) GIS-based land-use suitability analysis: a critical overview. Prog Plan 62:3–65

    Google Scholar 

  • Martínez-Fernández J, Esteve-Selma MA, Calvo-Sendín JF (2000) Environmental and socioeconomic interactions in the evolution of traditional irrigated lands: a dynamic system model. Hum Ecol 28:279–299

    Google Scholar 

  • Masjuan E, March H, Domene E, Saurí D (2008) Conflicts and struggles over urban water cycles: the case of Barcelona 1880–2004. Tijdschr Voor Econ En Soc Geogr 99:426–439

    Google Scholar 

  • Mele R, Poli G (2017) The effectiveness of geographical data in multi-criteria evaluation of landscape services. Data 2:9

    Google Scholar 

  • Moradi MR, Pihlajamäki A, Hesampour M et al (2019) End-of-life RO membranes recycling: reuse as NF membranes by polyelectrolyte layer-by-layer deposition. J Membr Sci 584:300–308

    Google Scholar 

  • Ozturk D, Batuk F (2011) Implementation og GIS-based multicriteria decision analysis with VB in ArcGIS. Int J Inf Technol Decis Mak 10:1023–1042

    Google Scholar 

  • Parry JA, Ganaie SA, Sultan Bhat M (2018) GIS based land suitability analysis using AHP model for urban services planning in Srinagar and Jammu urban centers of J&K, India. J Urban Manag 7:46–56. https://doi.org/10.1016/j.jum.2018.05.002

    Article  Google Scholar 

  • Pellicer-Martínez F, Martínez-Paz JM (2018) Probabilistic evaluation of the water footprint of a river basin: accounting method and case study in the Segura River Basin, Spain. Sci Total Environ 627:28–38

    Google Scholar 

  • Pérez-Sánchez J, Senent-Aparicio J (2018) Analysis of meteorological droughts and dry spells in semiarid regions: a comparative analysis of probability distribution functions in the Segura Basin (SE Spain). Theor Appl Climatol 133:1061–1074

    Google Scholar 

  • Pulido-Bosch A, Vallejos A, Sola F (2019) Methods to supply seawater to desalination plants along the Spanish Mediterranean coast and their associated issues. Environ Earth Sci 78:322

    Google Scholar 

  • Saaty TL (1980) The analytic hierarchy process. McGraw-Hill, New York

    Google Scholar 

  • Saaty RW (1987) The analytic hierarchy process—what it is and how it is used. Math Model 9:161–176

    Google Scholar 

  • Saaty TL (1990) How to make a decision: the analytic hierarchy process. Eur J Oper Res 48(1):9–26

    Google Scholar 

  • Segura River Basin Spatial Data Infrastructure. 2019. www.chsegura.es. https://www.chsegura.es/chs/cuenca/resumendedatosbasicos/cartografia/descargas/. Accessed 10 Feb 2019

  • Senán-Salinas J, García-Pacheco R, Landaburu-Aguirre J, García-Calvo E (2019) Recycling of end-of-life reverse osmosis membranes: Comparative LCA and cost-effectiveness analysis at pilot scale. Resour Conserv Recycl 150:104423

  • Thornes JB, Rowntree KM (2006) Integrated catchment management in semiarid environments in the context of the European water framework directive. Land Degrad Dev 17:355–364

    Google Scholar 

  • Urrea-Mallebrera MA, Mérida-Abril A, García-Galiano SG (2011) Segura River Basin: Spanish Pilot River Basin Regarding Water Scarcity and Droughts. In: Agricultural Drought Indices. Proceedings of the WMO/UNISDR Expert Group Meeting on Agricultural Drought Indices, Mannava VKS, Motha RP, Wilhite DA, Wood DA (Eds.). World Meteorological Organization, Geneva, Switzerland

  • Vaidya OS, Kumar S (2006) Analytic hierarchy process: an overview of applications. Eur J Oper Res 169:1–29

    Google Scholar 

  • Virgili F, Pankratz T, Gasson J (2016) IDA Desalination yearbook 2015–2016. IDA. Media Analytics Limited, Topsfield

    Google Scholar 

  • Walker BB, Schuurman N, Swanlund D, Clague JJ (2020) GIS-based multicriteria evaluation for earthquake response: a case study of expert opinion in Vancouver. Nat Hazards, Canada

    Google Scholar 

  • Xiao Y, Yi S, Tang Z (2018) A spatially explicit multi-criteria analysis method on solving spatial heterogeneity problems for flood hazard assessment. Water Resour Manag 32:3317–3335

    Google Scholar 

  • Zhou J, Chang VW-C, Fane AG (2011) Environmental life cycle assessment of reverse osmosis desalination: the influence of different life cycle impact assessment methods on the characterization results. Desalination 283:227–236

    Google Scholar 

Download references

Acknowledgements

The authors acknowledge the financial support to the LIFE program for funding the TRANSFOMEM project (LIFE13 ENV/ES/000751), to the project INREMEM—CTM2015-65348-C2-1-R (MINECO/FEDER).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to A. Blanco.

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

Blanco, A., Senan, J., García-Pacheco, R. et al. MCE–GIS evaluation for the potential location of RO membrane recycling plant in the Segura River Basin, Spain. Environ Earth Sci 80, 305 (2021). https://doi.org/10.1007/s12665-021-09564-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12665-021-09564-z

Keywords

Navigation