Lorena Díaz González

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Nivel: Profesor Titular A
SNI: 1
Departamento: Computación y Robótica
Líneas de Investigación:

Simulación Monte Carlo.

Análisis estadístico de datos geoquímicos.

IA Aplicada a la geotermia.

Formación '—'
Correo: ldg@uaem.mx
Extensión: 3682
Redes: Perfil Google Scholar

Publicaciones arbitradas

2023
42. Chávez-Almazán, Luis A.;Saldarriaga-Noreña, Hugo A.;Díaz-González, Lorena;Garibo-Ruiz, Diana;Waliszewski, Stefan M.; Relationship Between DDT Concentrations with Multiparity and Breastfeeding History. Bulletin of Environmental Contamination and Toxicology. 2023, 111 3 (27 - 27) 10.1007/s00128-023-03785-7
41. Cadenas-Castrejón, Elizabeth;Verleyen, Jérôme;Boukadida, Celia;Díaz-González, Lorena;Taboada, Blanca; Evaluation of tools for taxonomic classification of viruses. Briefings in Functional Genomics. 2023, 22 1 (31 - 41) 10.1093/bfgp/elac036
40. Seuret-Jiménez, Diego;Trutié-Carrero, Eduardo;Nieto-Jalil, José Manuel;García-Aquino, Erick Daniel;Díaz-González, Lorena;Carballo-Sigler, Laura;Quintana-Fuentes, Daily;Gaggero-Sager, Luis Manuel; Feature Extraction of a Non-Stationary Seismic–Acoustic Signal Using a High-Resolution Dyadic Spectrogram. Sensors. 2023, 23 13 (6051 - 6051) 10.3390/s23136051
39. Díaz-González, L.;Rosales-Rivera, M.;Chávez-Almazán, L.A.; Comprehensive assessment of groundwater quality in Mexico and application of new water classification scheme based on machine learning. Revista Mexicana de Ingeniería Química. 2023, 22 2 (1 - 30) 10.24275/rmiq/IA235
38. Carvantes-Barrera, Alejandro;Díaz-González, Lorena;Rosales-Rivera, Mauricio;Chávez-Almazán, Luis A.; Risk Factors Associated with COVID-19 Lethality: A Machine Learning Approach Using Mexico Database. Journal of Medical Systems. 2023, 47 1 (90 - 90) 10.1007/s10916-023-01979-4
2022
37. Santamaría-Bonfil, G.;Santoyo, E.;Díaz-González, L.;Arroyo-Figueroa, G.; Equivalent imputation methodology for handling missing data in compositional geochemical databases of geothermal fluids. Geothermics. 2022, 104 102440 10.1016/j.geothermics.2022.102440
36. Chávez-Almazán, Luis A.;Díaz-González, Lorena;Rosales-Rivera, Mauricio; Determinantes socioeconómicos de salud y COVID-19 en México. Gaceta de Mexico. 2022, 158 1 (4 - 11) 10.24875/GMM.21000302
2021
35. DÍAZ-GONZÁLEZ, Lorena;USCANGA-JUNCO, Oscar Alejandro;ROSALES-RIVERA, Mauricio; Development and Comparison of machine learning models for water multidimensional classification. Journal of Hydrology. 2021, 598 126234 10.1016/j.jhydrol.2021.126234
34. Chávez-Almazán, Luis Alberto;Díaz-González, Lorena;Rosales-Rivera, Mauricio; Covid-19 y el índice de desarrollo humano en México. Salud Pública de México. 2021, 63 3 (325 - 326) 10.21149/12278
33. Acevedo-Anicasio, A., Santoyo, E., Pérez-Zárate, D. Kailasa Pandarinath, M. Guevara and L. Díaz‑González.; GaS_GeoT: A computer program for an effective use of newly improved gas geothermometers in predicting reliable geothermal reservoir temperatures.. Geotherm Energy. 2021, 9 1 doi.org/10.1186/s40517-020-00182-9
32. VERMA, Surendra P.;USCANGA-JUNCO, Oscar Alejandro;DÍAZ-GONZÁLEZ, Lorena; A statistically coherent robust multidimensional classification scheme for water. Science of The Total Environment. 2021, 750 (141704 - 141704) doi.org/10.1016/j.scitotenv.2020.141704
2020
31. Verma, S. P., Díaz-González, L., Rivera-Gómez, M. A., & Rosales-Rivera, M.; New multidimensional classification scheme of altered igneous rocks from performance comparison of isometric and modified log-ratio transformations of major elements. Earth Science Informatics. 2020, 13 (1031 - 1064) 10.1007/s12145-020-00473-6
30. Verma, S.P., Díaz-González, L.; New discriminant-function-based multidimensional discrimination of mid-ocean ridge and oceanic plateau. Geoscience Frontiers. 2020, Online 10.1016/j.gsf.2020.01.005
29. Chávez-Almazán, L. A., Saldarriaga-Noreña, H. A., Díaz-González, L., Garibo-Ruiz, D., & Waliszewski, S. M.; Dietary habits associated with the presence of organochlorine pesticides in human milk. Journal of Environmental Science and Health, Part B. 2020, 55 8 (756 - 766) 10.1080/03601234.2020.1783169
28. RIVERA-GÓMEZ, M. A., ARMSTRONG-ALTRIN, J. S., Verma, S. P., & Diaz-Gonzalez, L.; APMdisc: An online computer program for the geochemical discrimination of siliciclastic sediments from active and passive margins. Turkish Journal of Earth Sciences. 2020, 29 3 (550 - 578) 10.3906/yer-1908-15
2019
27. Rosales-Rivera, M., Díaz-González, L., Verma, S. P.; Evaluation of nine USGS reference materials for quality control through Univariate Data Analysis System, UDASys3. Arabian Journal of Geosciences. 2019, 12 (2) 40 doi.org/10.1007/s12517-018-4220-0
26. Pérez-Zárate, D., Santoyo, E., Acevedo-Anicasio, A., Díaz-González, L., García-López, C.; Evaluation of artificial neural networks for the prediction of deep reservoir temperatures using the gas-phase composition of geothermal fluids. Computers & Geosciences. 2019, 129 (49 - 68) 10.1016/j.cageo.2019.05.004.
2018
25. S.P. Verma, S.K. Verma, M. A. Rivera-Gómez, D. Torres-Sánchez, L. Díaz-González, A. Amezcua-Valdez, B. A. Rivera-Escoto, M. Rosales-Rivera, J. S. Armstrong-Altrin, H. López-Loera, F. Velasco-Tapia, K. Pandarinath.; Statistically Coherent Calibration of X-Ray Fluorescence Spectrometry for Major Elements in Rocks and Minerals. Journal of Spectroscopy. 2018, 2018 5837214 doi.org/10.1155/2018/5837214.
24. Rosales-Rivera, M.;Díaz-González, L.;Verma, S.P.; A new online computer program (BiDASys) for ordinary and uncertainty weighted least-squares linear regressions: Case studies from food chemistry.. Revista Mexicana de Ingeniería Química. 2018, 17 2 (507 - 522) http://www.rmiq.org/ojs311/index.php/rmiq/article/view/56
2017
23. Lorena Díaz-González, Mauricio Rosales Rivera, Javier A. Perez-García; Erratum to: Quality control in geochemistry from a comparison of four central tendency and five dispersion estimators and example of a geochemical reference material. Arabian Journal of Geosciences. 2017, 10.1007/s12517-016-2830-y
22. Verma, S.P., Rosales-Rivera, M., Díaz-González, L., Quiroz-Ruiz, A.; Improved composition of hawaiian basalt BHVO-1 from the application of two new and three conventional recursive discordancy tests. Turkish Journal of Earth Sciences. 2017, 26 5 (331 - 353) 10.3906/yer-1703-16
21. Maria Abdelaly Rivera-Gomez, Lorena Díaz-González, Surendra P. Verma, Armstrong-Altrin John S.; Multidimensional classification of magma types for altered igneous rocks and application to their tectonomagmatic discrimination and igneous provenance of siliciclastic sediments. Lithos. 2017, 278-281 (321 - 330) 10.1016/j.lithos.2017.02.005
2016
20. Lorena Díaz-González, Surendra P. Verma, Armstrong-Altrin John S.; Application of a new computer program for tectonic discrimination of Cambrian to Holocene clastic sediments. Earth Science Informatics. 2016, 9 2 (151 - 165) 10.1007/s12145-015-0244-0
19. Maria Abdelaly Rivera-Gomez, Lorena Díaz-González, Surendra P. Verma, Alfredo Quiroz-Ruiz; Log-ratio transformed major element based multidimensional classification for altered High-Mg igneous rocks. Geochemistry Geophysics Geosystems. 2016, 17 12 (4955 - 4972) 10.1002/2016GC006652
18. Lorena Díaz-González, Mauricio Rosales Rivera, Javier A. Perez-García, Surendra P. Verma.; Quality control in geochemistry from a comparison of four central tendency and five dispersion estimators and example of a geochemical reference material. Arabian Journal of Geosciences. 2016, 10.1007/s12517-016-2764-4
2015
17. Surendra P. Verma, Lorena Díaz-González, René Cruz Huicochea, Sanjeet Kumar Verma.; A new computer program TecDIA for multidimensional tectonic discrimination of intermediate and acid magmas and its application to the Bohemian Massif, Czech Republic. Journal of Geosciences. 2015, 10.3190/jgeosci.201
2014
16. Surendra P. Verma, Alfredo Quiroz-Ruiz, and Lorena Díaz-González, Mauruicio Rosales Rivera; Comparative performance of four single extreme outlier discordancy tests from monte carlo simulations. The Scientific World Journal. 2014, 10.1155/2014/746451
2013
15. Lorena Díaz-González, René Cruz Huicochea; Aplicación de las pruebas estadísticas de discordancia y significancia en la comparación del vulcanismo dacítico de la parte central de Cinturón Volcánico Mexicano. Revista Electrónica Nova Scientia. 2013, 6 1 (158 - 178) https://www.researchgate.net/publication/273523981_Aplicacion_de_las_pruebas_estadisticas_de_discordancia_y_significancia_en_la_comparacion_del_vulcanismo_dacitico_de_la_parte_central_de_Cinturon_Volcanico_Mexicano
14. Lorena Díaz-González, René Cruz Huicochea.; Application of discordancy and significance statistical tests for the comparison of dacitic volcanism from the central part of the Mexican Volcanic Belt. Revista Electrónica Nova Scientia. 2013, 6 11 10.21640/ns.v6i11.78
13. Díaz-González, Lorena;Santoyo, E.;Hermosillo, Jorge;Hidalgo-Dávila, C.A.; Evaluation of training techniques of artificial neural networks for geothermometric studies of geothermal systems. Revista mexicana de ingeniería química. 2013, 12 1 (105 - 120) http://rmiq.org/iqfvp/Pdfs/Vol.%2012,%20No.%201/IE1/eIE1.html
2012
12. Espinoza-Paredes Gilberto, Lorena Díaz-González, Erick-G. Espinoza Martinez, Ma Polo Labarrios; Sensitivity and uncertainty analysis of the fractional neutron point kinetics equations. Annals of Nuclear Energy. 2012, 42 (169 - 174) 10.1016/j.anucene.2011.11.023
11. SURENDRA P. VERMA, LORENA DÍAZ-GONZÁLEZ.; Application of the discordant outlier detection and separation system in the geosciences. International Geology Review. 2012, 54 (593 - 614) 10.1080/00206814.2011.569402
2009
10. Rosalinda, Surendra P. Verma Lorena Díaz‐González González‐Ramírez; Relative efficiency of single‐outlier discordancy tests for processing geochemical data on reference materials and application to instrumental calibrations by a weighted least‐squares linear regression model. Geostandards and Geoanalytical Research. 2009, 33 (29 - 49) 10.1111/j.1751-908X.2009.00885.x
9. Rosalinda, Surendra P. Verma Lorena Díaz‐González González‐Ramírez; Eficiencia relativa de 15 pruebas de discordancia con 33 variantes aplicadas al procesamiento de datos geoquímicos. Revista Mexicana de Ciencias Geológicas. 2009, http://satori.geociencias.unam.mx/26-2/(17)GonzalezRamirez.pdf
8. Fernando Velazco Tapia, Lorena Díaz-González, Silvia Gabriela Marroquin-Guerra; Evaluación estadística de Materiales de Referencia Geoquímica del Centre de Recherches Pétrographiques et Géochimiques (Francia) aplicando un esquema de detección y eliminación de valores desviados. Revista Mexicana de Ciencias Geológicas. 2009, 26 2 http://www.revistas.unam.mx/index.php/rmcg/article/view/45078
7. SURENDRA P. VERMA, LORENA DÍAZ-GONZÁLEZ, ROSALINDRA GONZALEZ-GUERRA; Relative efficiency of single‐outlier discordancy tests for processing geochemical data on reference materials and application to instrumental calibrations by a weighted least‐squares linear regression model. Geostandards and Geoanalytical Research. 2009, 33 (29 - 49) 10.1111/j.1751-908X.2009.00885.x
6. S.G. MARROQUIN-GUERRA, LORENA DÍAZ-GONZÁLEZ, FERNANDO VELAZCO TAPIA.; Statistical evaluation of geochemical reference materials from the Centre de Recherches Pétrographiques et Géochimiques (France) by applying a schema for the detection and elimination of discordant outlier values. Revista Mexicana de Ciencias Geológicas. 2009, 26 (530 - 542) http://satori.geociencias.unam.mx/26-2/26-2-04.pdf
2008
5. Díaz-González Lorena, E. Santoyo.; A new precise calibration of the Na/K geothermometer using a world database of geothermal fluids and improved geochemometric techniques. Geochmica et Cosmochimica Acta. 2008, 72 12 (A194 - A236) 10.1016/j.gca.2008.05.007
4. Díaz-González Lorena, E. Santoyo, Juan Reyes-Reyes; Tres nuevos geotermómetros mejorados de Na/K usando herramientas computacionales y geoquimiométricas: aplicación a la predicción de temperaturas de sistemas geotérmicos. Revista Mexicana de Ciencias Geológicas. 2008, http://satori.geociencias.unam.mx/25-3/(07)Diaz.pdf
3. Díaz Lorena, E. Santoyo, Juan Reyes-Reyes; Three new improved Na/K geothermometers using computational and geochemiometrical tools: Application to the temperature prediction of geothermal systems. Revista Mexicana de Ciencias Geológicas. 2008, 23 3 (465 - 482) http://satori.geociencias.unam.mx/25-3/(07)Diaz.pdf
2. Surendra P. Verma, Alfredo Quiroz-Ruiz, and Lorena Díaz-González; Critical values for 33 discordancy test variants for outliers in normal samples up to sizes 1000, and applications in quality control in Earth Sciences. Revista Mexicana de Ciencias Geológicas. 2008, 25 1 (82 - 96) http://satori.geociencias.unam.mx/25-1/(5)Verma.pdf
2006
1. Surendra P. Verma, Lorena Díaz-Gonzalez, Pedro Sanchez-Upton, E. Santoyo; OYNYL: A new computer program for ordinary, York, and New York least-squares linear regressions. WSEAS Transactions on Environment and Development. 2006, 2 Agosto 2006 (997 - 997) http://www.worldses.org/journals/environment/old.htm

Libros, capítulos de libros y publicaciones no arbitradas

2022
2. Díaz-González, Lorena;Uscanga-Junco, Oscar Alejandro;Rosales-Rivera, Mauricio; WCSystem—A New Computer Program for Water Classification Through Five New Multidimensional Models and Its Application to Geosciences. Geochemical Treasures and Petrogenetic Processes. Springer Nature Singapore. 2022, (505 - 528) 10.1007/978-981-19-4782-7_19
1. Díaz-González, Lorena; TecMagDiSys: A New Computer Program for Multidimensional Tectonomagmatic Discrimination. Geochemical Treasures and Petrogenetic Processes. Springer Nature Singapore. 2022, (455 - 484) 10.1007/978-981-19-4782-7_17