Analysis of trends in two climatic variables in the city of Ocotlán, Jalisco
DOI:
https://doi.org/10.56845/rebs.v8i1.666Keywords:
climate change, temperature, precipitation, local climate analysis, trend detectionAbstract
Global warming affects all inhabited areas of the planet, but its impacts vary significantly across regions. The assessment of local-scale climate trends is fundamental for the development of effective mitigation and adaptation strategies. Currently, there is a lack of studies focused on analyzing climatic behavior and climat-change impacts in the city of Ocotlán, Jalisco. This study analyzes temperature and precipitation trends in Ocotlán, based on data recorded by the “El Fuerte” meteorological station from the National Water Commission. Temperature anomalies were calculated, and the Mann-Kendall test together with Kendall’s correlation were applied to detect significant trends. Sen’s slope was also estimated to quantify the magnitude of these trends. Additionally, monthly mean plots were generated to visualize the temporal evolution of the variables throughoutthe year. The results indicated an increase in mean temperature and daily thermal range, suggesting signs of climate change. Although precipitation did not exhibit a statistically significant trend, its negative correlation with maximum temperature may indicate a potential future decline in rainfall. These findings contribute to a better understanding of local climatic conditions and provide relevant information for decision-making in key sectors such as agriculture, public health and urban planning.
References
Becerril Torres, O. U., Munguía Vázquez, G., & del Rivero Maldonado, G. E. (2024). Relación dinámica entre temperatura y precipitación pluvial en las regiones de México. Universidad Autónoma del Estado de México.
Blunden, J., & Boyer, T. (Eds.). (2024). State of the climate in 2023. Bulletin of the American Meteorological Society, 105(8), S1–S484. https://doi.org/10.1175/2024BAMSStateoftheClimate.1
Clarke, B., Otto, F., Stuart-Smith, R., & Harrington, L. (2022). Extreme weather impacts of climate change: An attribution perspective. Environmental Research: Climate, 1(1), 012001. https://doi.org/10.1088/2752-5295/ac6e7d
Doblas-Reyes, F. J., Sörensson, A. A., Almazroui, M., Dosio, A., Gutowski, W. J., Haarsma, R., Hamdi, R., Hewitson, B., Kwon, W.-T., Lamptey, B. L., Maraun, D., Stephenson, T. S., Takayabu, I., Terray, L., Turner, A., & Zuo, Z. (2021). Linking global to regional climate change. En V. Masson-Delmotte, P. Zhai, A. Pirani, S. L. Connors, C. Péan, S. Berger, N. Caud, Y. Chen, L. Goldfarb, M. I. Gomis, M. Huang, K. Leitzell, E. Lonnoy, J. B. R. Matthews, T. K. Maycock, T. Waterfield, O. Yelekçi, R. Yu, & B. Zhou (Eds.), Climate change 2021: The physical science basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (pp. 1363–1512). Cambridge University Press. https://doi.org/10.1017/9781009157896.012
Instituto de Información Estadística y Geográfica del Estado de Jalisco. (2024). Ocotlán: Diagnóstico del municipio. https://iieg.gob.mx/ns/wp-content/uploads/2024/08/Ocotl%C3%A1n.pdf
IPCC. (2021). Summary for policymakers. En V. Masson-Delmotte, P. Zhai, A. Pirani, S. L. Connors, C. Péan, S. Berger, N. Caud, Y. Chen, L. Goldfarb, M. I. Gomis, M. Huang, K. Leitzell, E. Lonnoy, J. B. R. Matthews, T. K. Maycock, T. Waterfield, O. Yelekçi, R. Yu, & B. Zhou (Eds.), Climate change 2021: The physical science basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (pp. 3–32). Cambridge University Press. https://doi.org/10.1017/9781009157896.001
Khavse, R., Chaudhary, J., & India Meteorological Department (IMD). (2022). Trend assessment in climate variable by Mann–Kendall test of Bastar district of Chhattisgarh. Mausam, 73(1), 79–82. https://doi.org/10.54302/mausam.v73i1.5082
Lino Solano, J. J. (2022). Tendencias climáticas de los indicadores de temperatura y precipitación en Jalisco, México [Tesis de maestría, Universidad de Guadalajara]. Biblioteca Digital de la Universidad de Guadalajara.
Mehmood, K., Anees, S. A., Rehman, A., Pan, S., Tariq, A., Zubair, M., Liu, Q., Rabbi, F., Khan, K. A., & Luo, M. (2024). Exploring spatiotemporal dynamics of NDVI and climate-driven responses in ecosystems: Insights for sustainable management and climate resilience. Ecological Informatics, 80, 102532. https://doi.org/10.1016/j.ecoinf.2024.102532
NOAA National Centers for Environmental Information. (2025, 9 de junio). Global surface temperature anomalies. Recuperado el 8 de junio de 2025 de https://www.ncei.noaa.gov/access/monitoring/global-temperature-anomalies/
Organización Meteorológica Mundial. (2025, 10 de enero). La Organización Meteorológica Mundial confirma que 2024 fue el año más cálido jamás registrado al superar en cerca de 1,55 °C los niveles preindustriales. Organización Meteorológica Mundial. https://wmo.int/es/media/news/la-organizacion-meteorologica-mundial-confirma-que-2024-fue-el-ano-mas-calido-jamas-registrado-al
Pörtner, H.-O., Roberts, D. C., Adams, H., Adelekan, I., Adler, C., Adrian, R., Aldunce, P., Ali, E., Ara Begum, R., Bednar-Friedl, B., Bezner Kerr, R., Biesbroek, R., Birkmann, J., Bowen, K., Caretta, M. A., Carnicer, J., Castellanos, E., Cheong, T. S., Chow, W., & Zaiton Ibrahim, Z. (2022). Technical summary. En H.-O. Pörtner, D. C. Roberts, E. S. Poloczanska, K. Mintenbeck, M. Tignor, A. Alegría, M. Craig, S. Langsdorf, S. Löschke, V. Möller, A. Okem, & B. Rama (Eds.), Climate change 2022: Impacts, adaptation and vulnerability. Contribution of Working Group II to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (pp. 37–118). Cambridge University Press. https://doi.org/10.1017/9781009325844.002
Simolo, C., & Corti, S. (2022). Quantifying the role of variability in future intensification of heat extremes. Nature Communications, 13, 7930. https://doi.org/10.1038/s41467-022-35571-0
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Jessica Rocha-Peña, Samuel Cruz-Esteban, Ulises Manzanilla-Quiñones, Alberto J. Valencia-Botín, Florentina Zurita

This work is licensed under a Creative Commons Attribution 4.0 International License.
Copyright © D.R. Asociación Latinoamericana de Desarrollo Sustentable y Energías Renovables A. C.,