Historical Compilation and Hydrochemical Behavior in the Groundwater Flow System of Central Mexico
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Area
2.2. Geology
2.3. Historical Data
2.4. Hydrochemical and Groundwater Level Analysis

3. Results
4. Discussion
4.1. Dynamics of Subsurface Flow Systems
4.2. Chemical Characteristics of Groundwater
4.3. Hydrogeochemical Processes
4.4. Conceptual Model
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Makarenko, F.A. On Base Flow. Troudy Laboratorii Gidrogeologicheskikh Problem USSR. Acad. Sci. 1948, 1, 51–71. [Google Scholar]
- Mifflin, M.D.M.D. Delineation of Ground-Water Flow Systems in Nevada; University of Nevada, Reno: Reno, NV, USA, 1968; p. 213. [Google Scholar]
- Norvatov, A.M.; Popov, O.V. Laws of the Formation of Minimum Strem Flow. Int. Assoc. Sci. Hydrol. Bull. 1961, 6, 20–28. [Google Scholar] [CrossRef] [Scilit]
- Escolero, O. Sistemas Regionales de Flujo de Agua Subterránea En México. Available online: http://www.geologia-feflow.unam.mx/ (accessed on 20 September 2025).
- Olin, M. Estimation of Base Level for An Aquifer from Recession Rates of Groundwater Levels. Hydrogeol. J. 1995, 3, 40–51. [Google Scholar] [CrossRef] [Scilit]
- Kafri, U.; Yechieli, Y. Groundwater Base Level Changes and Adjoining Hydrological Systems; Springer: Berlin/Heidelberg, Germany, 2010; ISBN 978-3-642-13943-7. [Google Scholar]
- Shin, W.J.; Park, Y.; Koh, D.C.; Lee, K.S.; Kim, Y.; Kim, Y. Hydrogeochemical and Isotopic Features of the Groundwater Flow Systems in the Central-Northern Part of Jeju Island (Republic of Korea). J. Geochem. Explor. 2017, 175, 99–109. [Google Scholar] [CrossRef] [Scilit]
- Hepburn, E.; Cendón, D.I.; Bekele, D.; Currell, M. Environmental Isotopes as Indicators of Groundwater Recharge, Residence Times and Salinity in a Coastal Urban Redevelopment Precinct in Australia. Hydrogeol. J. 2020, 28, 503–520. [Google Scholar] [CrossRef] [Scilit]
- Babad, A.; Burg, A.; Adar, E.M. Conceptual Hydrological Approach to a Geologically Complex Basin with Scarce Data: The Hula Valley, Middle East. Hydrogeol. J. 2020, 28, 703–722. [Google Scholar] [CrossRef] [Scilit]
- Folch, A.; Menció, A.; Puig, R.; Soler, A.; Mas-Pla, J. Groundwater Development Effects on Different Scale Hydrogeological Systems Using Head, Hydrochemical and Isotopic Data and Implications for Water Resources Management: The Selva Basin (NE Spain). J. Hydrol. 2011, 403, 83–102. [Google Scholar] [CrossRef] [Scilit]
- Puig, R.; Folch, A.; Menció, A.; Soler, A.; Mas-Pla, J. Multi-Isotopic Study (15N, 34S, 18O, 13C) to Identify Processes Affecting Nitrate and Sulfate in Response to Local and Regional Groundwater Mixing in a Large-Scale Flow System. Appl. Geochem. 2013, 32, 129–141. [Google Scholar] [CrossRef] [Scilit]
- Ruiz-Fernández, A.C.; Sanchez-Cabeza, J.A.; Pérez-Bernal, L.H.; Gracia, A. Spatial and Temporal Distribution of Heavy Metal Concentrations and Enrichment in the Southern Gulf of Mexico. Sci. Total Environ. 2019, 651, 3174–3186. [Google Scholar] [CrossRef] [Scilit]
- Akinwumiju, A.S.; Olorunfemi, M.O. Development of a Conceptual Groundwater Model for a Complex Basement Aquifer System: The Case OF OSUN Drainage Basin in Southwestern Nigeria. J. Afr. Earth Sci. 2019, 159, 103574. [Google Scholar] [CrossRef] [Scilit]
- Foppen, J.W.; Lutterodt, G.; Rau, G.C.; Minkah, O. Groundwater Flow System Analysis in the Regolith of Dodowa on the Accra Plains, Ghana. J. Hydrol. Reg. Stud. 2020, 28, 100663. [Google Scholar] [CrossRef] [Scilit]
- Gao, Y.; Qian, H.; Huo, C.; Chen, J.; Wang, H. Assessing Natural Background Levels in Shallow Groundwater in a Large Semiarid Drainage Basin. J. Hydrol. 2020, 584, 124638. [Google Scholar] [CrossRef] [Scilit]
- Procel, S.; Núñez, G.; Puebla, R.; Hirata, R.; Manciati, C.; Mendoza, B. Conceptual Model of Groundwater Flow in a Volcanic-Sedimentary Aquifer System of the Andean Region of Chimborazo, Ecuador. J. S. Am. Earth Sci. 2023, 131, 104641. [Google Scholar] [CrossRef] [Scilit]
- Hosono, T.; Hossain, S.; Shimada, J. Hydrobiogeochemical Evolution along the Regional Groundwater Flow Systems in Volcanic Aquifers in Kumamoto, Japan. Environ. Earth Sci. 2020, 79, 410. [Google Scholar] [CrossRef] [Scilit]
- Yitbarek, A.; Razack, M.; Ayenew, T.; Zemedagegnehu, E.; Azagegn, T. Hydrogeological and Hydrochemical Framework of Upper Awash River Basin, Ethiopia: With Special Emphasis on Inter-Basins Groundwater Transfer between Blue Nile and Awash Rivers. J. Afr. Earth Sci. 2012, 65, 46–60. [Google Scholar] [CrossRef] [Scilit]
- Demlie, M.; Wohnlich, S.; Ayenew, T. Major Ion Hydrochemistry and Environmental Isotope Signatures as a Tool in Assessing Groundwater Occurrence and Its Dynamics in a Fractured Volcanic Aquifer System Located within a Heavily Urbanized Catchment, Central Ethiopia. J. Hydrol. 2008, 353, 175–188. [Google Scholar] [CrossRef] [Scilit]
- Woldemariyam, F.; Ayenew, T. Application of Hydrochemical and Isotopic Techniques to Understand Groundwater Recharge and Flow Systems in the Dawa River Basin, Southern Ethiopia. Environ. Earth Sci. 2016, 75, 1002. [Google Scholar] [CrossRef] [Scilit]
- Mahlknecht, J.; Steinich, B.; Navarro De León, I. Groundwater Chemistry and Mass Transfers in the Independence Aquifer, Central Mexico, by Using Multivariate Statistics and Mass-Balance Models. Environ. Geol. 2004, 45, 781–795. [Google Scholar] [CrossRef] [Scilit]
- Hernández-Antonio, A.; Mahlknecht, J.; Tamez-Meléndez, C.; Ramos-Leal, J.; Ramírez-Orozco, A.; Parra, R.; Ornelas-Soto, N.; Eastoe, C.J. Groundwater Flow Processes and Mixing in Active Volcanic Systems: The Case of Guadalajara (Mexico). Hydrol. Earth Syst. Sci. 2015, 19, 3937–3950. [Google Scholar] [CrossRef] [Scilit]
- Morales-Arredondo, I.; Rodríguez, R.; Armienta, M.A.; Villanueva-Estrada, R.E. The Origin of Groundwater Arsenic and Fluorine in a Volcanic Sedimentary Basin in Central Mexico: A Hydrochemistry Hypothesis. Hydrogeol. J. 2016, 24, 1029–1044. [Google Scholar] [CrossRef] [Scilit]
- Martínez-Florentino, T.A.K.; Esteller-Alberich, M.V.; Expósito, J.L.; Domínguez-Mariani, E.; Morales-Arredondo, J.I. Hydrogeochemistry and Geothermometry of Thermal Springs in the Eastern Trans-Mexican Volcanic Belt. Geothermics 2021, 96, 102176. [Google Scholar] [CrossRef] [Scilit]
- Martínez-Florentino, A.K.; Esteller, M.V.; Domínguez-Mariani, E.; Expósito, J.L.; Paredes, J. Hydrogeochemistry, Isotopes and Geothermometry of Ixtapan de La Sal–Tonatico Hot Springs, Mexico. Environ. Earth Sci. 2019, 78, 600. [Google Scholar] [CrossRef] [Scilit]
- Pérez-Martínez, I.; Villanueva-Estrada, R.E.; Cardona-Benavides, A.; Rodríguez-Díaz, A.A.; Rodríguez-Salazar, M.T.; Guadalupe, J. Hydrogeochemical Reconnaissance of the Atotonilco El Alto-Santa Rita Geothermal System in the Northeastern Chapala Graben in Mexico. Geothermics 2020, 83, 101733. [Google Scholar] [CrossRef] [Scilit]
- Hernández-Pérez, E.; Levresse, G.; Carrera-Hernandez, J.; Vergnaud, V.; Carreón-Freyre, D.C. Identification of Recharge Processes and Mixing Patterns by Using CFC’s and Isotopic Multi-Tracing (δ18O, δ2H) of Groundwater in a Stratified Volcanoclastic Aquifer of the Semiarid Amazcala Basin in Central Mexico. Appl. Geochem. 2023, 159, 105834. [Google Scholar] [CrossRef] [Scilit]
- Morán-Ramírez, J.; Ledesma-Ruiz, R.; Mahlknecht, J.; Ramos-Leal, J.A. Rock-Water Interactions and Pollution Processes in the Volcanic Aquifer System of Guadalajara, Mexico, Using Inverse Geochemical Modeling. Appl. Geochem. 2016, 68, 79–94. [Google Scholar] [CrossRef] [Scilit]
- Mahlknecht, J.; Gárfias-Solis, J.; Aravena, R.; Tesch, R. Geochemical and Isotopic Investigations on Groundwater Residence Time and Flow in the Independence Basin, Mexico. J. Hydrol. 2006, 324, 283–300. [Google Scholar] [CrossRef] [Scilit]
- Rivera Armendariz, C.A.; Banning, A.; Cardona Benavides, A. Geochemical Evolution along Regional Groundwater Flow in a Semi-Arid Closed Basin Using a Multi-Tracing Approach. J. Hydrol. 2024, 632, 130895. [Google Scholar] [CrossRef] [Scilit]
- Salcedo Sánchez, E.R.; Garrido Hoyos, S.E.; Esteller, M.V.; Martínez Morales, M.; Ocampo Astudillo, A. Hydrogeochemistry and Water-Rock Interactions in the Urban Area of Puebla Valley Aquifer (Mexico). J. Geochem. Explor. 2017, 181, 219–235. [Google Scholar] [CrossRef] [Scilit]
- Pérez Villarreal, J.; Ávila Olivera, J.A.; Israde Alcántara, I.; Buenrostro Delgado, O. Nitrate as a Parameter for Differentiating Groundwater Flow Systems in Urban and Agricultural Areas: The Case of Morelia-Capula Area, Mexico. Hydrogeol. J. 2019, 27, 1767–1778. [Google Scholar] [CrossRef] [Scilit]
- Pérez Villarreal, J.; Ávila Olivera, J.A.; Israde Alcántara, I. Análisis de Los Sistemas de Flujo En Un Acuífero Perturbado Por La Extracción de Aguas Subterráneas. Caso de La Zona Morelia-Capula, Michoacán. Bol. Soc. Geol. Mex. 2018, 70, 675–688. [Google Scholar] [CrossRef] [Scilit]
- Olea-Olea, S.; Escolero, O.; Mahlknecht, J.; Ortega, L.; Taran, Y.; Moran-Zenteno, D.J.; Zamora-Martinez, O.; Tadeo-Leon, J. Water-Rock Interaction and Mixing Processes of Complex Urban Groundwater Flow System Subject to Intensive Exploitation: The Case of Mexico City. J. S. Am. Earth Sci. 2020, 103, 102719. [Google Scholar] [CrossRef] [Scilit]
- Olea-Olea, S.; Escolero, O.; Mahlknecht, J.; Ortega, L.; Silva-Aguilera, R.; Florez-peñaloza, J.R.; Perez-quezadas, J.; Zamora-martinez, O. Identification of the Components of a Complex Groundwater Flow System Subjected to Intensive Exploitation. J. S. Am. Earth Sci. 2020, 98, 102434. [Google Scholar] [CrossRef] [Scilit]
- CONAGUA. Atlas del Agua en México 2018. Available online: https://agua.org.mx/wp-content/uploads/2019/04/AAM_2018.pdf (accessed on 3 January 2026).
- Gómez-Vasconcelos, M.G.; Avellán, D.R.; Soria-Caballero, D.; Macías, J.L.; Velázquez-Bucio, M.M.; Jiménez-Haro, A.; Israde-Alcántara, I.; Garduño-Monroy, V.H.; Ávila-Olivera, J.A.; Figueroa-Soto, Á.G.; et al. Geomorphic Characterization of Faults as Earthquake Sources in the Cuitzeo Lake Basin, Central México. J. S. Am. Earth Sci. 2021, 109, 103196. [Google Scholar] [CrossRef] [Scilit]
- Garcia, E. Modificaciones Al Sistema de Clasificación Climática de Koeppen Para Adaptarlo a Las Condiciones de La República Mexicana; Instituto de Geografía, Universidad Nacional Autónoma de México: Mexico City, Mexico, 1973. [Google Scholar]
- Tamayo, J.L.; West, R.C. The Hydrology of Middle America. In Handbook of Middle America Indians; West, R.C., Ed.; University of Texas: Austin, TX, USA, 1964. [Google Scholar]
- CONAGUA. Registro Público de Derechos de Agua (REPDA). Available online: http://sina.conagua.gob.mx/sina/tema.php?tema=usosAgua&ver=mapa&o=0&n=nacional (accessed on 3 January 2026).
- CONAGUA. Actualización de La Disponibilidad Media Anual de Agua En El Acuífero Lagunillas-Pátzcuaro (1604), Estado de Michoacán; National Water Commission: Mexico City, Mexico, 2020. [Google Scholar]
- CONAGUA. Actualización de La Disponibilidad Media Anual de Agua En El Acuífero Morelia-Queréndaro (1602), Estado de Michoacán; National Water Commission: Mexico City, Mexico, 2020. [Google Scholar]
- CONAGUA. Actualización de La Disponibilidad Media Anual de Agua En El Acuífero Lago De Cuitzeo (1121), Estado de Guanajuato; National Water Commission: Mexico City, Mexico, 2020. [Google Scholar]
- Pola, A.; Macías, J.L.; Garduño-Monroy, V.H.; Osorio-Ocampo, S.; Cardona-Melchor, S. Successive Collapses of the El Estribo Volcanic Complex in the Pátzcuaro Lake, Michoacán, Mexico. J. Volcanol. Geotherm. Res. 2014, 289, 41–50. [Google Scholar] [CrossRef] [Scilit]
- Pola, A.; Martínez-Martínez, J.; Macías, J.L.; Fusi, N.; Crosta, G.; Garduño-Monroy, V.H.; Núñez-Hurtado, J.A. Geomechanical Characterization of the Miocene Cuitzeo Ignimbrites, Michoacán, Central Mexico. Eng. Geol. 2016, 214, 79–93. [Google Scholar] [CrossRef] [Scilit]
- Gómez-Vasconcelos, M.G.; Garduño-Monroy, V.H.; Macías, J.L.; Layer, P.W.; Benowitz, J.A. The Sierra de Mil Cumbres, Michoacán, México: Transitional Volcanism between the Sierra Madre Occidental and the Trans-Mexican Volcanic Belt. J. Volcanol. Geotherm. Res. 2015, 301, 128–147. [Google Scholar] [CrossRef] [Scilit]
- Figueroa-Miranda, S.; Hernández-Madrigal, V.M.; Tuxpan-Vargas, J.; Villaseñor-Reyes, C.I. Evolution Assessment of Structurally-Controlled Differential Subsidence Using SBAS and PS Interferometry in an Emblematic Case in Central Mexico. Eng. Geol. 2020, 279, 105860. [Google Scholar] [CrossRef] [Scilit]
- Gómez-Vasconcelos, M.G.; Macías, J.L.; Avellán, D.R.; Sosa-Ceballos, G.; Garduño-Monroy, V.H.; Cisneros-Máximo, G.; Layer, P.W.; Benowitz, J.; López-Loera, H.; López, F.M.; et al. The Control of Preexisting Faults on the Distribution, Morphology, and Volume of Monogenetic Volcanism in the Michoacán-Guanajuato Volcanic Field. GSA Bull. 2020, 132, 2455–2474. [Google Scholar] [CrossRef] [Scilit]
- Sánchez-Núñez, J.M.; Serna, J.V.; Flores, M.E.S.; Treviño, A.R.; Balcazar Vázquez, A.; Quintero Rodríguez, R.; Vázquez, A.R.T.A.B.; Rodríguez, R.Q. Criterios Ambientales y Geológicos Básicos Para La Propuesta de Un Relleno Sanitario En Zinapécuaro, Michoacán, México. Bol. Soc. Geol. Mex. 2008, 61, 305–324. [Google Scholar] [CrossRef] [Scilit]
- Kshirsagar, P.; Siebe, C.; Guilbaud, M.N.; Salinas, S. Geological and Environmental Controls on the Change of Eruptive Style (Phreatomagmatic to Strombolian-Effusive) of Late Pleistocene El Caracol Tuff Cone and Its Comparison with Adjacent Volcanoes around the Zacapu Basin (Michoacán, México). J. Volcanol. Geotherm. Res. 2016, 318, 114–133. [Google Scholar] [CrossRef] [Scilit]
- Ramírez-Uribe, I.; Siebe, C.; Salinas, S.; Guilbaud, M.-N.; Layer, P.; Benowitz, J. 14C and 40Ar/39Ar Radiometric Dating and Geologic Setting of Young Lavas of Rancho Seco and Mazcuta Volcanoes Hosting Archaeological Sites at the Margins of the Pátzcuaro and Zacapu Lake Basins (Central Michoacán, Mexico). J. Volcanol. Geotherm. Res. 2019, 388, 106674. [Google Scholar] [CrossRef] [Scilit]
- Trujillo Hernández, N. Estudio Geológico, Geoquímico y Mineralógico de Las Secuencias Volcánicas de La Porción Suroeste Del Lago de Cuitzeo, Michoacán, Ligadas a La Zona Geotérmica de San Agustín Del Maíz. Master’s Thesis, Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Mexico, 2017. [Google Scholar]
- Lázaro-Mancilla, O.; Garduño-Monroy, V.H.; Mendoza-Ponce, A.; Figueroa-Soto, Á.; Vázquez-Rosas, R.; Ramírez-Tapia, G.M.; Cortés-Silva, A. Concentraciones de Gas Radón (222Rn) En Suelo de La Zona Urbana de Morelia, Michoacán, México y Su Relación Con Fallas Potencialmente Sísmicas y Asociadas Con El Proceso de Subsidencia-Fluencia. Rev. Mex. Cienc. Geol. 2020, 37, 157–177. [Google Scholar] [CrossRef] [Scilit]
- SGM. Carta Geológico-Minera Morelia E14-1. Available online: https://mapserver.sgm.gob.mx/Cartas_Online/geologia/1471_E14-A24_GM.pdf (accessed on 3 January 2026).
- Martínez-Reyes, J.; Nieto-Samaniego, Á. Efectos Geológicos de La Tectónica Reciente En La Parte Central de México. Rev. Mex. Cienc. Geol. 1990, 9, 33–50. [Google Scholar]
- Pasquarè, G.; Ferrari, L.; Garduño-Monroy, V.H.; Tibaldi, A.; Vezzoli, L. Geology Map of the Central Sector of the Mexican Volcanic Belt, States of Guanajuato and Michoacán. In Map and Chart Series MCH072; Geological Society of America: Boulder, CO, USA, 1991. [Google Scholar]
- Garduño Monroy, V.H.; Spinnler, J.; Ceragioli, E.; Garduño-Monroy, V.H.; Spinnler, J.; Ceragioli Enrico, M. Geological and Structural Study of the Chapala Rift, State of Jalisco, Mexico. Geofis. Int. 1993, 32, 487–499. [Google Scholar] [CrossRef] [Scilit]
- Mennella, L.; Garduño, V.H.; Bonassi, O. Fault-Slip Analysis in the Basal Units of the Mexican Volcanic Belt on the Eastern Flank of the Tzitzio Anticline, Michoacan, Mexico. In Cenozoic Tectonics and Volcanism of Mexico; Geological Society of America: Boulder, CO, USA, 2000. [Google Scholar]
- Olvera-García, E.; Garduño-Monroy, V.H.; Liotta, D.; Brogi, A.; Bermejo-Santoyo, G.; Guevara-Alday, J.A. Neogene-Quaternary Normal and Transfer Faults Controlling Deep-Seated Geothermal Systems: The Case of San Agustín Del Maíz (Central Trans-Mexican Volcanic Belt, México). Geothermics 2020, 86, 101791. [Google Scholar] [CrossRef] [Scilit]
- CONAGUA. Gerencia Estatal en Michoacán; National Water Commission: Mexico City, Mexico, 2001. [Google Scholar]
- CONAGUA. Actualización Hidrogeológica de Los Acuíferos: Maravatío-Contepec-Epitacio Huerta, Zacapu, Morelia-Queréndaro y Pastor Ortiz, En El Estado de Michoacán; National Water Commission: Mexico City, Mexico, 2007. [Google Scholar]
- SGM. Carta Geológico-Minera Acámbaro, Guanajuato, Michoacán F14-C84 2002. Available online: https://mapserver.sgm.gob.mx/Cartas_Online/geologia/1469_F14-C84_GM.pdf (accessed on 20 July 2025).
- Bischoff, J.L.; Israde-Alcántara, I.; Garduño-Monroy, V.H.; Shanks, W.C., III. The Springs of Lake Pátzcuaro: Chemistry, Salt-Balance, and Implications for the Water Balance of the Lake. Appl. Geochem. 2004, 19, 1827–1835. [Google Scholar] [CrossRef] [Scilit]
- Segovia, N.; Barragan, R.M.; Tello, E.; Alfaro, R.; Mena, M.; Pulinets, S.; Leyva, A. Geochemical Exploration at Cuitzeo Basin Geothermal Zone (Mexico). J. Appl. Sci. 2005, 5, 1658–1664. [Google Scholar] [CrossRef] [Scilit]
- Viggiano Guerra, J.C.; Gutierrez Negrin, L.C.A. Régimen de Flujo Hidrotermal En La Zona Geotérmica de Araró, Michoacán, México. Ing. Hidraul. Mex. 2003, 18, 39–53. [Google Scholar]
- INEGI. Zona Hidrogeológica Morelia—Queréntaro. Available online: https://www.inegi.org.mx/app/biblioteca/ficha.html?upc=889463654520 (accessed on 3 January 2026).
- Medina Vega, V.H. Estudio Geológico, Geofísico e Hidrogeoquímico Para Generar Un Modelo Conceptual Del Acuífero de Cuitzeo, Michoacán México. Master’s Thesis, Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Mexico, 2008. [Google Scholar]
- Appelo, C.A.J.; Postma, D. Geochemistry, Groundwater and Pollution, 2nd ed.; Balkema, A.A.P., Ed.; CRC Press: Boca Raton, FL, USA, 2005. [Google Scholar]
- Freeze, R.A.; Cherry, J. Groundwater; Prentice-Hall, Inc.: Englewood Cliffs, NJ, USA, 1979; ISBN 0133653129. [Google Scholar]
- Piper, A.M. A Graphic Procedure in the Geochemical Interpretation of Water Analyses. Trans. Am. Geophys. Union 1944, 25, 914–924. [Google Scholar] [CrossRef] [Scilit]
- Gibbs, R.J. Mechanisms Controlling World Water Chemistry. Science 1970, 170, 1081–1090. [Google Scholar] [CrossRef] [Scilit]
- Zhang, B.; Yan, T.; Wang, X.; Qiao, Y.; Liu, H.; Zhang, B. Hydrogeochemical Characteristics and Enrichment Regularities of Groundwater Uranium in the Erlian Basin, China. Appl. Geochem. 2024, 170, 106094. [Google Scholar] [CrossRef] [Scilit]
- Razi, M.H.; Wilopo, W.; Putra, D.P.E. Hydrogeochemical Evolution and Water–Rock Interaction Processes in the Multilayer Volcanic Aquifer of Yogyakarta-Sleman Groundwater Basin, Indonesia. Environ. Earth Sci. 2024, 83, 164. [Google Scholar] [CrossRef] [Scilit]
- Marandi, A.; Shand, P. Groundwater Chemistry and the Gibbs Diagram. Appl. Geochem. 2018, 97, 209–212. [Google Scholar] [CrossRef] [Scilit]
- Li, Y.; Dor, J.; Zhang, C.; Wang, G.; Zhang, B.; Zhang, F.; Xing, Y. Genesis of the Xifeng Low-Temperature Geothermal Field, Guizhou, SW China: Constrains From Geology, Element Geochemistry, and D-O Isotopes. Front. Earth Sci. 2021, 9, 782943. [Google Scholar] [CrossRef] [Scilit]
- Shunmugam, K. Hydrogeochemistry and Ionic Ratios for Identification of Salinity Sources in Parts of Coromandel Coast of Pondicherry, South India. In Groundwater Contamination in Coastal Aquifers; Elsevier: Amsterdam, The Netherlands, 2022; pp. 245–260. [Google Scholar]
- Cressie, N. Statistics for Spatial Data; John Wiley & Sons: New York, NY, USA, 1993. [Google Scholar]
- Franke, R. Scattered Data Interpolation: Tests of Some Methods. Math. Comput. 1982, 38, 181. [Google Scholar] [CrossRef] [Scilit]
- Domenico, P.A.; Schwartz, F.W. Physical and Chemical Hydrogeology, 2nd ed.; John Wiley & Sons: New York, NY, USA, 1990. [Google Scholar]
- Orozco-Ramírez, Q.; Astier, M.; Barrasa, S. Agricultural Land Use Change After NAFTA in Central West Mexico. Land 2017, 6, 66. [Google Scholar] [CrossRef] [Scilit]
- DGSIAP. Estadística de Producción Agrícola. Nivel Municipio. 2024. Available online: https://nube.agricultura.gob.mx/datosAbiertos/Agricola.php (accessed on 20 September 2025).
- Cram, S.; Galicia, L.; Israde-Alcántara, I. Análisis de Su Geografía y Entorno Socioambiental. In Atlas de la Cuenca del Lago Cuitzeo; Ávila-Flores, C., Ed.; Instituto de Geografía, Universidad Nacional Autónoma de México: Mexico City, Mexico; Universidad Michoacana de San Nicolás de Hidalgo: Morelia, Mexico, 2007. [Google Scholar]
- Pimienta Ramírez, L.; López Granados, E.M.; Reyes Abrego, G.A. Análisis Del Cambio de Uso Del Suelo Agrícola En La Cuenca Del Lago de Cuitzeo, Michoacán México. Ecosistemas 2025, 34, 2895. [Google Scholar] [CrossRef] [Scilit]
- Morales, I.; Villanueva-Estrada, R.E.; Rodríguez, R.; Armienta, M.A. Geological, Hydrogeological, and Geothermal Factors Associated to the Origin of Arsenic, Fluoride, and Groundwater Temperature in a Volcanic Environment “El Bajío Guanajuatense”, Mexico. Environ. Earth Sci. 2015, 74, 5403–5415. [Google Scholar] [CrossRef] [Scilit]
- Barica, J. Salinization of Groundwater in Arid Zones. Water Res. 1972, 6, 925–933. [Google Scholar] [CrossRef] [Scilit]
- Gómez, P.; Turrero, M.P.J. Una Revision de Los Procesos Geoquímicos de Baja Temperatura En La Interacción Agua-Roca. Estud. Geol. 1994, 50, 345–357. [Google Scholar] [CrossRef] [Scilit]
- Hem, J.D. Study and Interpretation of the Chemical Characteristics of Natural Water; U.S. Geological Survey: Alexandria, VA, USA, 1985.
- Arce, J.L.; Macías, J.L.; Rangel, E.; Layer, P.; Garduño-Monroy, V.H.; Saucedo, R.; García, F.; Castro, R.; Pérez-Esquivias, H. Late Pleistocene Rhyolitic Explosive Volcanism at Los Azufres Volcanic Field, Central Mexico. In The Southern Cordillera and Beyond; Geological Society of America: Boulder, CO, USA, 2012; pp. 45–82. [Google Scholar]
- Metcalfe, S. Lake level studies|Latin America. In Encyclopedia of Quaternary Science; Elsevier: Amsterdam, The Netherlands, 2007; pp. 1383–1389. [Google Scholar]
- Pérez-Martínez, I.; Villanueva-Estrada, R.E.; Inguaggiato, C.; Hernández-Hernández, M.A.; Sosa-Ceballos, G. Origin of Fluids in the Araró-Simirao Geothermal System, Central Mexico. J. Geochem. Explor. 2025, 269, 107637. [Google Scholar] [CrossRef] [Scilit]






| Zone | Variable | T | TDS | pH | Ca2+ | Mg2+ | Na+ | K+ | Cl− | CO32− | HCO3− | SO42− | NO3− |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| °C | ppm | mg/L | |||||||||||
| I | Max | 23 | 350 | 8 | 35.1 | 42.2 | 60.9 | 16.4 | 0 | 3.6 | 430.2 | 22.2 | 5.3 |
| I | Min | 13 | 43 | 7 | 6.8 | 3.5 | 3.9 | 0.8 | 0 | 0 | 45.8 | 0 | 0 |
| I | Avg | 17.7 | 144.6 | 7.1 | 14.6 | 13.6 | 17.4 | 4.9 | 0 | 1.8 | 150.8 | 5.4 | 3.5 |
| I | SD | 3.1 | 102.9 | 0.3 | 8.2 | 11.4 | 15.3 | 4.4 | 0 | 1.7 | 118.4 | 7.5 | 1.8 |
| II | Max | 40 | 1613 | 8.7 | 74.3 | 49.6 | 365.5 | 19.8 | 0 | 42 | 526 | 317.2 | 141.9 |
| II | Min | 18 | 75 | 5.8 | 5.2 | 0.1 | 6.7 | 2.7 | 0 | 0 | 67.1 | 0 | 0 |
| II | Avg | 24.6 | 359.1 | 7.5 | 25.1 | 16 | 55.9 | 7.9 | 0 | 7 | 211.2 | 17.2 | 13 |
| II | SD | 3.8 | 235.7 | 0.6 | 17.1 | 10.9 | 54.4 | 3.3 | 0 | 10.4 | 104 | 35.8 | 20.4 |
| III | Max | 38 | 1783.7 | 8.5 | 91 | 50.6 | 454.5 | 21.1 | 0 | 199.7 | 716.8 | 355.6 | 83.7 |
| III | Min | 22 | 139 | 6.5 | 4.8 | 0.4 | 18.4 | 0.4 | 0 | 0 | 122 | 0 | 0.3 |
| III | Avg | 27.8 | 473.4 | 7.4 | 34 | 20.2 | 102.5 | 9.9 | 0 | 15.2 | 305.5 | 54 | 14.6 |
| III | SD | 3.9 | 297.9 | 0.5 | 20.5 | 16.1 | 89 | 5.2 | 0 | 35.9 | 133.2 | 74.1 | 18.9 |
| IV | Max | 111.0 | 1223.5 | 8.7 | 2576 | 74 | 26.5 | 737 | 70.2 | 0 | 30 | 333.2 | 158.6 |
| IV | Min | 13 | 27 | 6.5 | 1828 | 1.6 | 0.1 | 5.7 | 2.1 | 0 | 0 | 17.1 | 0 |
| IV | Avg | 29.9 | 271 | 7.3 | 2049 | 19.4 | 7.6 | 86.1 | 12.4 | 0 | 5.7 | 139.1 | 21.1 |
| IV | SD | 17.3 | 292.4 | 0.5 | 305.6 | 17.2 | 5.1 | 168.4 | 14.4 | 0 | 8.1 | 76.1 | 34.2 |
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Olea-Olea, S.; Llanos-Solis, A.G.; Morales-Casique, E.; Medina-Ortega, P.; Ramírez-Serrato, N.L.; Valera-Fernández, D.; Torres-Rodríguez, E.; Armas-Vargas, F.; Mora-Palomino, L.; Villa-Cadena, O.V. Historical Compilation and Hydrochemical Behavior in the Groundwater Flow System of Central Mexico. Water 2026, 18, 171. https://doi.org/10.3390/w18020171
Olea-Olea S, Llanos-Solis AG, Morales-Casique E, Medina-Ortega P, Ramírez-Serrato NL, Valera-Fernández D, Torres-Rodríguez E, Armas-Vargas F, Mora-Palomino L, Villa-Cadena OV. Historical Compilation and Hydrochemical Behavior in the Groundwater Flow System of Central Mexico. Water. 2026; 18(2):171. https://doi.org/10.3390/w18020171
Chicago/Turabian StyleOlea-Olea, Selene, Aurora Guadalupe Llanos-Solis, Eric Morales-Casique, Priscila Medina-Ortega, Nelly L. Ramírez-Serrato, Daisy Valera-Fernández, Esperanza Torres-Rodríguez, Felipe Armas-Vargas, Lucy Mora-Palomino, and Orlando Valdemar Villa-Cadena. 2026. "Historical Compilation and Hydrochemical Behavior in the Groundwater Flow System of Central Mexico" Water 18, no. 2: 171. https://doi.org/10.3390/w18020171
APA StyleOlea-Olea, S., Llanos-Solis, A. G., Morales-Casique, E., Medina-Ortega, P., Ramírez-Serrato, N. L., Valera-Fernández, D., Torres-Rodríguez, E., Armas-Vargas, F., Mora-Palomino, L., & Villa-Cadena, O. V. (2026). Historical Compilation and Hydrochemical Behavior in the Groundwater Flow System of Central Mexico. Water, 18(2), 171. https://doi.org/10.3390/w18020171

