{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T16:35:44Z","timestamp":1759336544047,"version":"build-2065373602"},"reference-count":70,"publisher":"MDPI AG","issue":"19","license":[{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Consejo Nacional de Ciencia y Tecnolog\u00eda (CONACYT) M.M.G.","award":["175098"],"award-info":[{"award-number":["175098"]}]}],"content-domain":{"domain":["www.mdpi.com"],"crossmark-restriction":true},"short-container-title":["Water"],"abstract":"<jats:p>One of the limiting factors in the implementation of water resource management is the absence of tools that help water programs evaluate processes and progress. This is because, until now, the indicators that have been developed have not addressed specific local characteristics and issues. Therefore, in this research, a set of indicators has been proposed, with the purpose of developing a management index for urban public water supply, which will consider the Drinking Water and Sewer System of Le\u00f3n (SAPAL), in the Mexican state of Guanajuato, as case study. This index will be useful to measure progress toward sustainable development, monitor the impact of public policies, and foster citizen participation. In order to propose a methodology that aligns with the changing environments, where proper decision-making is key to the current water management requirements, the combination of the Analytic Hierarchy Process (AHP) and Fuzzy Logic (FL) methodologies will be helpful for proper decision-making. All this will foster a paradigm shift towards appropriate water management actions that allow for the conditions and availability of human and natural resources, which the municipality has control of, for a long-term improvement that guarantees the well-being of the population.<\/jats:p>","DOI":"10.3390\/w17192870","type":"journal-article","created":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T14:27:42Z","timestamp":1759328862000},"page":"2870","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Water Supply Management Index"],"prefix":"10.3390","volume":"17","author":[{"given":"Mayra","family":"Mendoza G\u00f3mez","sequence":"first","affiliation":[{"name":"Water Science and Technology PhD Program, University of Guanajuato, Guanajuato 36000, Mexico"}]},{"given":"Daniel","family":"Tagle-Zamora","sequence":"additional","affiliation":[{"name":"Department of Social Studies, University of Guanajuato, Guanajuato 36000, Mexico"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8327-6699","authenticated-orcid":false,"given":"Jorge Luis Morales","family":"Mart\u00ednez","sequence":"additional","affiliation":[{"name":"Department of Civil Engineering, University of Guanajuato, Guanajuato 36000, Mexico"},{"name":"High School Department, Virtual University of the State of Guanajuato, Guanajuato 36400, Mexico"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7609-8724","authenticated-orcid":false,"given":"Alex","family":"Caldera Ortega","sequence":"additional","affiliation":[{"name":"Department of Social Studies, University of Guanajuato, Guanajuato 36000, Mexico"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4192-8249","authenticated-orcid":false,"given":"Jes\u00fas","family":"Mora Rodr\u00edguez","sequence":"additional","affiliation":[{"name":"Department of Geomatics and Hydraulic Engineering, University of Guanajuato, Guanajuato 36000, Mexico"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9028-9711","authenticated-orcid":false,"given":"Helena M.","family":"Ramos","sequence":"additional","affiliation":[{"name":"Department of Civil Engineering, Architecture and Environment, Civil Engineering Research and Innovation for Sustainability (CERIS), Instituto Superior T\u00e9cnico, University of Lisbon, 1049-001 Lisbon, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7283-0239","authenticated-orcid":false,"given":"Xitlali","family":"Delgado-Galv\u00e1n","sequence":"additional","affiliation":[{"name":"Department of Geomatics and Hydraulic Engineering, University of Guanajuato, Guanajuato 36000, Mexico"}]}],"member":"1968","published-online":{"date-parts":[[2025,10,1]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"86","DOI":"10.1016\/j.ecolecon.2005.11.019","article-title":"Sustainability indicators, policy and governance: Issues for ecological economics","volume":"60","author":"Hezri","year":"2006","journal-title":"Ecol. Econ."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"177","DOI":"10.24850\/j-tyca-2020-06-05","article-title":"Propuesta de un marco de indicadores de agua urbana para la ciudad de M\u00e9xico, 2005\u20132018","volume":"11","author":"Tiburcio","year":"2020","journal-title":"Tecnol. Cienc. Agua"},{"key":"ref_3","unstructured":"United Nations, World Water Assessment Program (UN-WWAP) (2003). Water for People, Water for Life: The United Nations World Water Development Report Executive Summary, United Nations, World Water Assessment Program (UN-WWAP). Available online: https:\/\/unesdoc.unesco.org\/ark:\/48223\/pf0000129556_spa\/PDF\/129556spa.pdf.multi."},{"key":"ref_4","unstructured":"Organization for Economic Cooperation and Development (OECD) (1998). Towards Sustainable Development: Environmental Indicators, Organization for Economic Cooperation and Development."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"135","DOI":"10.4296\/cwrj3602815","article-title":"Fresh water-related indicators in Canada: An inventory of indicators","volume":"36","author":"Dunn","year":"2011","journal-title":"Can. Water Resour. J."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"315","DOI":"10.4296\/cwrj3304315","article-title":"Harmonization versus subsidiarity in water governance: A review of water governance and legislation in the Canadian provinces and territories","volume":"33","author":"Hill","year":"2008","journal-title":"Can. Water Resour. J."},{"key":"ref_7","unstructured":"United Nations, World Water Assessment Program (UN-WWAP) (2006). Water a Shared Responsibility, United Nations Educational, Scientific and Cultural Organization."},{"key":"ref_8","unstructured":"Pint\u00e9r, L., Hardi, P., and Bartelmus, P. (2005). Sustainable Development Indicators: Proposals for the Way Forward, International Institute for Sustainable Development."},{"key":"ref_9","unstructured":"United Nations (UN) (2014). World Urbanization Prospect. The Revision 2014. Highlights, United Nations Publications."},{"key":"ref_10","unstructured":"Organization for Economic Cooperation and Development (OECD) (2015). Water and Cities. Ensuring Sustainable Futures, OECD Publishing."},{"key":"ref_11","unstructured":"Ligtvoet, W., Hilderink, H., Bouwman, A., Van Puijenbroek, P., Lucas, P., and Witmer, M. (2014). Towards a World of Cities in 2050. An Outlook on Water-Related Challenges. Background Report to the UN-Habitat Global Report, Environmental Assessment Agency."},{"key":"ref_12","unstructured":"Gleick, P.H. (2002). Measuring water well-being: Water indicators and indices. The World\u2019s Water: The Biennial Report on Freshwater Resources, Island Press\/Pacific Institute for Studies in Development Environment and Security."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"712","DOI":"10.1016\/j.dss.2005.04.001","article-title":"Using fuzzy decision making for the evaluation of the project management internal efficiency","volume":"42","author":"Dweiri","year":"2006","journal-title":"Decis. Support Syst."},{"key":"ref_14","doi-asserted-by":"crossref","unstructured":"Dadda, A., and Ouhbi, I. (2014, January 30). A decision support system for renewable energy plant projects. Proceedings of the 2014 International Conference on Next Generation Networks and Services (NGNS), Casablanca, Morocco.","DOI":"10.1109\/NGNS.2014.6990278"},{"key":"ref_15","doi-asserted-by":"crossref","unstructured":"Saaty, T.L. (1980). The Analytic Hierarchy Process, McGraw-Hill.","DOI":"10.21236\/ADA214804"},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1016\/0165-0114(85)90090-9","article-title":"Fuzzy hierarchical analysis","volume":"17","author":"Buckley","year":"1985","journal-title":"Fuzzy Sets Syst."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1111\/jbl.12010","article-title":"Data Science, Predictive Analytics, and Big Data: A Revolution That Will Transform Supply Chain Design and Management","volume":"34","author":"Waller","year":"2013","journal-title":"J. Bus. Logist."},{"key":"ref_18","unstructured":"Eckert, K., and Britos, P.V. (2018, January 26\u201327). Modelo basado en la toma decisiones con criterios m\u00faltiples para la elecci\u00f3n de metodolog\u00edas de data science. Proceedings of the XX Workshop de Investigadores en Ciencias de la Computaci\u00f3n, Corrientes, Argentina."},{"key":"ref_19","unstructured":"R Core Team (2023, October 10). R: A Language and Environment for Statistical Computing, Available online: https:\/\/www.R-project.org\/."},{"key":"ref_20","doi-asserted-by":"crossref","unstructured":"Mendoza, M., Tagle, D., Morales, J., Caldera, A., Mora, J., and Delgado, X. (2022). Water Supply Management Index: Leon, Guanajuato, Mexico. Water, 14.","DOI":"10.3390\/w14060919"},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"192","DOI":"10.24850\/j-tyca-2024-05-04","article-title":"Indicadores de la gesti\u00f3n del suministro de agua en zonas urbanas para evaluar su sostenibilidad","volume":"15","author":"Mendoza","year":"2024","journal-title":"Tecnol. Cienc. Agua"},{"key":"ref_22","unstructured":"INEGI (2023, October 03). Censo de Poblaci\u00f3n y Vivienda. Available online: https:\/\/www.inegi.org.mx\/programas\/ccpv\/2020\/."},{"key":"ref_23","unstructured":"Hansen, M., and Rodr\u00edguez, J. (2019). Indicadores de Gesti\u00f3n Prioritarios en Organismos Operadores. Informe Final HC1915.1. Coordinaci\u00f3n y Subcoordinaci\u00f3n de Hidr\u00e1ulica Urbana, IMTA."},{"key":"ref_24","unstructured":"INEGI (2025). Encuesta Nacional de Ocupaci\u00f3n y Empleo (ENOE), Poblaci\u00f3n de 15 A\u00f1os y M\u00e1s de Edad, INEGI. Available online: https:\/\/www.inegi.org.mx\/programas\/enoe\/15ymas\/."},{"key":"ref_25","unstructured":"SAPAL (2016). Agua Siempre y Para Todos. Informe de Resultados del Consejo Directivo de SAPAL 2013\u20132016, SAPAL. Available online: https:\/\/www.sapal.gob.mx\/informacion-descargas."},{"key":"ref_26","unstructured":"WHO (2022). Naturaleza, Biodiversidad y Salud: Una Descripci\u00f3n General de las Interconexiones, WHO. Available online: https:\/\/iris.who.int\/handle\/10665\/352803."},{"key":"ref_27","unstructured":"IMPLAN (2012). Indicadores de \u00c1reas Verdes Del Municipio de Le\u00f3n, Guanajuato, IMPLAN."},{"key":"ref_28","first-page":"89","article-title":"Distribuci\u00f3n, superficie y accesibilidad de las \u00e1reas verdes en Santiago de Chile","volume":"36","author":"Reyes","year":"2010","journal-title":"EURE Rev. Latinoam. Estud. Urbanos Reg."},{"key":"ref_29","unstructured":"Conagua (2023, August 18). Grado de Presi\u00f3n Sobre el Recurso H\u00eddrico por Regi\u00f3n Hidrol\u00f3gicoadministrativa. Available online: https:\/\/sinav30.conagua.gob.mx:8080\/Indicadores\/."},{"key":"ref_30","unstructured":"(2023, August 21). Conagua (2006\u20132018) Estad\u00edsticas del Agua en M\u00e9xico. Available online: https:\/\/sinav30.conagua.gob.mx:8080\/port_publicaciones.html."},{"key":"ref_31","unstructured":"Conagua (2023, August 24). Sistema Meteorol\u00f3gico Nacional. Available online: https:\/\/smn.conagua.gob.mx\/es\/climatologia\/informacion-climatologica\/informacion-estadistica-climatologica."},{"key":"ref_32","unstructured":"Conagua (2023, August 30). Calidad del agua en M\u00e9xico. Available online: https:\/\/www.gob.mx\/conagua\/articulos\/calidad-del-agua."},{"key":"ref_33","unstructured":"IMTA (2025). Programa de Indicadores de Gesti\u00f3n de Organismos Operadores, Instituto Mexicano de Tecnolog\u00eda del Agua. Available online: http:\/\/www.pigoo.gob.mx\/."},{"key":"ref_34","unstructured":"CEAG (2018). 2011, 2014, 2018 y 2019. Diagn\u00f3stico Sectorial de Agua Potable y Saneamiento, CEAG. Available online: https:\/\/agua.guanajuato.gob.mx\/pdf\/publicaciones\/diagnostico-cea-2018.pdf."},{"key":"ref_35","unstructured":"WHO (2021). Situaci\u00f3n Del Marco Para la Seguridad del Agua de Consumo Humano en Am\u00e9rica Latina y el Caribe, Organizaci\u00f3n Panamericana de la Salud."},{"key":"ref_36","unstructured":"Pinkham, R. (2023, July 03). 21st Century Water Systems: Scenarios Visions and Drivers. Available online: https:\/\/rmi.org\/insight\/21st-century-water-systems-scenarios-visions-and-drivers\/."},{"key":"ref_37","doi-asserted-by":"crossref","unstructured":"Parkinson, J.N., Goldenfum, J.A., and Tucci, C.E.M. (2010). Integrated urban water management in the humid tropics. Integrated Urban Water Management: Humid Tropics, Taylor and Francis. UNESCO-IHP.","DOI":"10.1201\/b10534"},{"key":"ref_38","unstructured":"Benavides, H. (2010). Diagn\u00f3stico de la Sostenibilidad de un Abastecimiento de Agua e Identificaci\u00f3n de las Propuestas que la Mejoren. [Ph.D. Thesis, Universitat Polit\u00e9cnica de Val\u00e9ncia]. Available online: https:\/\/dialnet.unirioja.es\/servlet\/tesis?codigo=88261."},{"key":"ref_39","doi-asserted-by":"crossref","unstructured":"Alegre, H., Cabrera, E., Duarte, P., Merkel, W., Melo, J., Cubillo, F., Hirner, W., and Parena, R. (2018). Indicadores de desempe\u00f1o para servicio de abastecimiento de agua. Manual de Buenas Pr\u00e1cticas. Espa\u00f1a: Universitat Polit\u00e9cnica de Val\u00e9ncia, IWA. [3rd ed.]. Available online: https:\/\/www.iwapublishing.com\/sites\/default\/files\/ebooks\/Manual%20PI%20IWA_ES.pdf.","DOI":"10.2166\/9788490486641"},{"key":"ref_40","unstructured":"Alegre, H., Melo, J., Cabrera, E., Cubillo, F., Duarte, P., Wolfram, H., Wolf, M., and Parena, R. (2017). Performance Indicators for Water Supply Services, IWA Manual of Best Practices, IWA Publishing."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"589","DOI":"10.1007\/s00267-004-0252-1","article-title":"Applying integrated urban water management concepts: A review of Australian experience","volume":"37","author":"Mitchell","year":"2006","journal-title":"Environ. Manag."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/S1462-0758(99)00009-6","article-title":"Urban hydrology and water management\u2014Present and future challenges","volume":"1","author":"Niemczynowicz","year":"1999","journal-title":"Urban Water"},{"key":"ref_43","first-page":"111","article-title":"Gesti\u00f3n integrada de los recursos h\u00eddricos en el sistema del agua urbana: Desarrollo Urbano Sensible al Agua como enfoque estrat\u00e9gico","volume":"18","author":"Puertas","year":"2014","journal-title":"Ing. Agua"},{"key":"ref_44","unstructured":"Pahl-Wostl, C., Downing, T., Kabat, P., Magnuszewski, P., Meigh, J., Schlueter, M., Sendzimir, J., and y Werners, S. (2005). Transition to Adaptive Water Management. The NeWater Project. Water Policy. NeWater (Working Paper X), Institute of Environmental Systems Research, University of Osnabr\u00fcck."},{"key":"ref_45","doi-asserted-by":"crossref","unstructured":"Bhaduri, A., Bogardi, J., Siddiqi, A., Voigt, H., V\u00f6r\u00f6smarty, C., Pahl-Wostl, C., Bunn, S.E., Shrivastava, P., Lawford, R., and Foster, S. (2016). Achieving sustainable development goals from a water perspective. Front. Environ. Sci., 4.","DOI":"10.3389\/fenvs.2016.00064"},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1080\/13549839708725512","article-title":"Is there a method in our measurement? The use of indicators in local sustainable development","volume":"2","author":"Brugmann","year":"1997","journal-title":"Local Environ."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"226","DOI":"10.4236\/jep.2013.43027","article-title":"Development of an indicator scheme for the environment impact assessment in the Federal District, Mexico","volume":"4","author":"Perevochtchikova","year":"2013","journal-title":"J. Environ. Prot."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1353\/lag.2012.0032","article-title":"La gesti\u00f3n del agua y el desarrollo de indicadores ambientales en M\u00e9xico y Canad\u00e1: Un an\u00e1lisis comparativo","volume":"11","author":"Tiburcio","year":"2012","journal-title":"J. Lat. Am. Geogr."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"195","DOI":"10.22201\/cimsur.18704115e.2015.20.39","article-title":"Dimensiones de gobernanza para la sustentabilidad h\u00eddrica","volume":"10","year":"2015","journal-title":"Rev. Pueblos Front. Digit."},{"key":"ref_50","unstructured":"United Nations (1992). Agenda 21: Programme of Action for Sustainable Development, United Nations Publications. Available online: https:\/\/www.un.org\/en\/conferences\/environment\/rio1992."},{"key":"ref_51","unstructured":"Flores, F., Rodr\u00edguez, M., and Alcocer, V. (2012). Indicadores de Gesti\u00f3n Prioritarios en Organismos Operadores, Instituto Mexicano de Tecnolog\u00eda del Agua."},{"key":"ref_52","unstructured":"Ministerio de Obras P\u00fablicas y Comunicaciones (2012). Manual de Indicadores de Gesti\u00f3n Para Agua Potable y Alcantarillado Sanitario, Direcci\u00f3n de Agua Potable y Saneamiento."},{"key":"ref_53","unstructured":"Pineda, N., Salazar, A., and M\u00e9ndez, R. (2020). Gesti\u00f3n municipal exitosa: El sistema de Agua Potable y Alcantarillado de Le\u00f3n. El Agua en las Ciudades del Norte de M\u00e9xico: Capacidad Institucional y Desempe\u00f1o, El Colegio de Sonora. Available online: https:\/\/libros.colson.edu.mx\/index.php\/colson\/catalog\/view\/235\/727\/1275."},{"key":"ref_54","unstructured":"Instituto Nacional de Estad\u00edstica y Geograf\u00eda [INEGI] (2015). Municipios de M\u00e9xico, Instituto Nacional de Estad\u00edstica y Geograf\u00eda."},{"key":"ref_55","first-page":"193","article-title":"Complejidad ambiental en el Baj\u00edo mexicano: Implicaciones del proyecto civilizatorio vinculado al crecimiento econ\u00f3mico","volume":"29","author":"Tagle","year":"2017","journal-title":"Reg. Soc."},{"key":"ref_56","unstructured":"Instituto Municipal de Planeaci\u00f3n (2019). Plan Municipal de Desarrollo. Le\u00f3n Hacia el Futuro, IMPLAN. Available online: https:\/\/portalsocial.guanajuato.gob.mx\/sites\/default\/files\/documentos\/2021_LEON_GTO_Plan_municipal_desarrollo_leon_futuro_vision_2045.pdf."},{"key":"ref_57","unstructured":"Instituto Municipal de Planeaci\u00f3n (2018). Sistema de Indicadores para el Desarrollo del Municipio de Le\u00f3n, Guanajuato, IMPLAN. Available online: https:\/\/www.implan.gob.mx\/sistema-indicadores.php."},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"247","DOI":"10.24201\/edu.v38i1.2086","article-title":"Presa El Zapotillo: Una discusi\u00f3n de su pertinencia para Le\u00f3n, Guanajuato, a una d\u00e9cada del conflicto por el agua","volume":"38","author":"Tagle","year":"2023","journal-title":"Estud. Demogr. Urbanos"},{"key":"ref_59","unstructured":"Moreno, C. (2021). Proceso de Jerarqu\u00eda Difusa Para la Toma de Decisiones de Suministro El\u00e9ctrico en \u00c1reas Rurales No Interconectadas en la Regi\u00f3n Caribe Colombiana. [Master\u2019s Thesis, University of the Coast (CUC)]."},{"key":"ref_60","unstructured":"Smith, E.E., and Kosslyn, S.M. (2008). Procesos Cognitivos, Modelos y Bases Neurales, Pearson, Prentice Hall Ed."},{"key":"ref_61","unstructured":"R\u00edos, S. (1976). An\u00e1lisis de Decisiones, Ediciones ICE."},{"key":"ref_62","unstructured":"D\u00edaz, R., Pi\u00f1a, J., R\u00edos, D., and Seraf\u00edn, M. (2009, January 2\u20135). Uso de AHP y conjuntos difusos para mejorar la toma de decisiones. Caso: Selecci\u00f3n de Empresas Contratistas de Construcci\u00f3n en la Administraci\u00f3n P\u00fablica Venezolana. Proceedings of the Energy and Technology for the Americas: Education, Innovation, Technology and Practice, San Crist\u00f3bal, Venezuela."},{"key":"ref_63","first-page":"54","article-title":"El M\u00e9todo Analytic Hierarchy Process para la toma de decisiones. Repaso de la metodolog\u00eda y aplicaciones","volume":"46","author":"Nantes","year":"2019","journal-title":"Investig. Oper."},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"234","DOI":"10.1016\/0022-2496(77)90033-5","article-title":"A Scaling method for priorities in hierarchical structures","volume":"15","author":"Saaty","year":"1977","journal-title":"J. Math. Psychol."},{"key":"ref_65","doi-asserted-by":"crossref","first-page":"1194","DOI":"10.1016\/j.mcm.2010.03.014","article-title":"Analytic Hierarchy Process for Assessing Externalities in Water Leakage Management","volume":"52","author":"Izquierdo","year":"2010","journal-title":"Math. Comput. Model."},{"key":"ref_66","doi-asserted-by":"crossref","unstructured":"Saaty, T.L. (2001). The Analytic Network Process, RWS Pub.","DOI":"10.1007\/1-4020-0611-X_32"},{"key":"ref_67","doi-asserted-by":"crossref","first-page":"749","DOI":"10.1016\/S0305-0548(96)00090-1","article-title":"The analytic hierarchy process: Does adjusting a pairwise comparison matrix to improve the consistency ratio help?","volume":"24","author":"Finan","year":"1997","journal-title":"Comput. Oper. Res."},{"key":"ref_68","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1016\/S0019-9958(68)90211-8","article-title":"Fuzzy algorithms","volume":"12","author":"Zadeh","year":"1968","journal-title":"Inf. Control."},{"key":"ref_69","unstructured":"Flores, H. (2019). Evaluaci\u00f3n de Los Impactos de la Industrializaci\u00f3n en el Baj\u00edo de Guanajuato. [Ph.D. Thesis, Universidad de Guanajuato]."},{"key":"ref_70","unstructured":"Purdue University (2024, January 10). Simple Water Quality Index Calculator. Available online: https:\/\/www.agry.purdue.edu\/hydrology\/projects\/nexus-swm\/en\/Tools\/WaterQualityCalculator.php."}],"container-title":["Water"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2073-4441\/17\/19\/2870\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T14:31:48Z","timestamp":1759329108000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2073-4441\/17\/19\/2870"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,1]]},"references-count":70,"journal-issue":{"issue":"19","published-online":{"date-parts":[[2025,10]]}},"alternative-id":["w17192870"],"URL":"https:\/\/doi.org\/10.3390\/w17192870","relation":{},"ISSN":["2073-4441"],"issn-type":[{"value":"2073-4441","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,10,1]]}}}