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.
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
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
Aznar J, Guijarro F (2012) Nuevos Métodos de Valoración. Modelos Multicriterio. Editorial Universitat Politècnica de València, Valencia
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
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
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
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
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
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
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
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
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
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
Elsaid K, Sayed ET, Abdelkareem MA et al (2020) Environmental impact of desalination processes: Mitigation and control strategies. Sci Total Environ 740:140125
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
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
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
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
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
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
INE (2020) Censo de Población y Viviendas 2019. Instituto Nacional de Estadística, Madrid
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
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
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
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
López F (1973) La vega Alta del Segura. Clima, Hidrologia y Geomorfologia. Universidad De Murcia, Murcia
Malczewski J (1999) GIS and multicriteria decision analysis. Wiley, New York
Malczewski J (2004) GIS-based land-use suitability analysis: a critical overview. Prog Plan 62:3–65
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
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
Mele R, Poli G (2017) The effectiveness of geographical data in multi-criteria evaluation of landscape services. Data 2:9
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
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
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
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
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
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
Saaty TL (1980) The analytic hierarchy process. McGraw-Hill, New York
Saaty RW (1987) The analytic hierarchy process—what it is and how it is used. Math Model 9:161–176
Saaty TL (1990) How to make a decision: the analytic hierarchy process. Eur J Oper Res 48(1):9–26
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
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
Virgili F, Pankratz T, Gasson J (2016) IDA Desalination yearbook 2015–2016. IDA. Media Analytics Limited, Topsfield
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
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
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
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
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
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
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s12665-021-09564-z