Climate and geographical space: their role in the dynamics of the dengue virus in Cuba
Keywords:
dengue viruses (DENV); Climate change; geographic information systems; multivariate analysis; Cuban warm and humid climateAbstract
Introduction: Dengue is one of the main public health threats in Cuba, where climate variability and geographical space condition the ecology of the vector Aedes aegypti and the circulation of the dengue virus, increasing human exposure and epidemic risk.
Objective: To determine the effect of climate variability on the spatio-temporal dynamics of the dengue virus in Cuba and to propose adaptation actions in response to a changing climate.
Methods: A correlational-descriptive study was conducted using a hybrid approach integrating medical bioclimatology and health geography. Climatic, entomological, and microbiological time series corresponding to the period 1991–2024 were analyzed. Multivariate spatial autocorrelation analyses (Global Moran’s I and LISA), cluster analysis, and the Bultó Index were applied to assess the climatic sensitivity of viral circulation.
Results: A marked seasonality in dengue virus circulation was identified, with peaks between September and November, as well as cycles of very high viral activity with an approximate periodicity of 2 years to 2.5 years. A time lag of approximately one month was detected between climatic anomalies and peaks in viral circulation, with strong spatial association (Bivariate Moran’s I = 0.8–0.9). Persistent hotspots were identified where favorable climatic conditions converge with high population density, unplanned urbanization, and biodiversity loss, amplifying territorial vulnerability.
Conclusions: Dengue virus circulation in Cuba exhibits well-defined spatial and seasonal patterns modulated by climate variability. The hybrid approach provides strategic information to strengthen virological surveillance and to support the development of early warning systems under changing climate conditions.
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References
1. Organización Panamericana de la Salud. ARBO Portal. Dengue: data and analysis [Internet]. Washington: OPS/OMS; 2025. [citado 12 ago 2025]. Disponible en: https://www.paho.org/en/arbo-portal/dengue-data-and-analysis/dengue-analysis-country
2. Linares-Vega Y, Ortiz Bulto PL. Dengue and SARS-CoV-2 co-circulation early warning according to climate variations in Cuba. J Mycol Mycol Sci. [Internet]. 2021;4(3):000149. Disponible en: https://medwinpublishers.com/OAJMMS/dengue-and-sars-cov-2-co-circulation-early-warning-according-to-climate-variations-in-cuba.pdf
3. World Health Organization. WHO guidelines for clinical management of arboviral diseases: dengue, chikungunya, Zika and yellow fever [Internet]. Geneva: WHO; 2025. [citado oct 2025]. Disponible en: https://www.who.int/publications/i/item/9789240111110
4. Mordecai EA, Cohen JM, Evans MV, Gudapati P, Johnson LR, Lippi CA, et al. Detecting the impact of temperature on transmission of Zika, dengue, and chikungunya using mechanistic models. PLoS Negl Trop Dis. 2017;11(4):e0005568. Disponible en: https://doi.org/10.1371/journal.pntd.0005568
5. Rocklöv J, Dubrow R. Climate change: an enduring challenge for vector-borne disease prevention and control. Nat Immunol. 2020;21(5):479-483. Disponible en: https://doi.org/10.1038/s41590-020-0648
6. Morin CW, Comrie AC, Ernst K. Climate and dengue transmission: evidence and implications. Environ Health Perspect. 2013;121(11–12):1264–72. Disponible en: https://doi.org/10.1289/ehp.1306556
7. Álvarez M, Rodríguez-Roche R, Bernardo L, Morier L, Guzmán MG, Kourí G. la epidemiología del dengue en Cuba: 1900–2006. Rev Panam Salud Pública. 2006;19(4):246–253. Disponible en: https://doi.org/10.1590/S1020-49892006000400008
8. Sánchez-Lara E, Pascual-Armiñan ME, Expósito-Boue LM, González-Ramírez R. Variabilidad climática y su influencia en la aparición del dengue en la provincia de Guantánamo. Rev Inf Cient [Internet]. 2022;101(6). Disponible en: https://www.revinfcientifica.sld.cu/index.php/ric/article/view/3777
9. Barrera R, Amador M, MacKay AJ. Population dynamics of Aedes aegypti and dengue as influenced by weather and human behavior in San Juan, Puerto Rico. PLoS Negl Trop Dis. 2011;5(12):e1378. Disponible en: https://doi.org/10.1371/journal.pntd.0001378
10. Guzmán MG, Vázquez S, Álvarez M, Pelegrino JL, Ruiz D, Martínez PA, Pupo M et al. Vigilancia de laboratorio de dengue y otros arbovirus en Cuba, 1970-2017. Rev Cubana Med Trop [Internet]. 2019;71(1). Disponible en: https://creativecommons.org/licenses/by-nc/4.0/deed.es_ES
11. Iñiguez L. Geografía y salud en Cuba: tendencias y prioridades. Rev Cubana Salud Pública [Internet]. 2003;29(4). Disponible en: https://scielo.sld.cu/scielo.php?script=sci_arttext&pid=S0864-34662003000400002
12. Maarouf AR, Munn RE. Bioclimatology. In: Oliver JE, editor. Encyclopedia of World Climatology. Dordrecht: Springer; 2025. Disponible en: https://doi.org/10.1007/1-4020-3266-8_29
13. Organización Panamericana de la Salud. Alerta temprana para el dengue: Cuba fortalece la prevención desde la comunidad [Internet]. Washington: OPS/OMS; 2025 [citado 21 nov 2025]. Disponible en: https://www.paho.org/es/historias/alerta-temprana-para-dengue-cuba-fortalece-prevencion-desde-comunidad
14. Intergovernmental Panel on Climate Change. Climate change 2022: Mitigation of climate change. Contribution of Working Group III to the sixth Assessment Report of the Intergovernmental Panel on Climate Change [Internet]. Geneva, Switzerland: IPCC; 2022. [citado sep 2025]. Disponible en: https://www.ipcc.ch/report/sixth-assessment-report-working-group-3/
15. Ministerio de Ciencia, Tecnología y Medioambiente. Tercera Comunicación Nacional de Cuba [Internet]. La Habana: UNFCCC; 2020. [citado 26 sep 2025]. Disponible en: https://unfccc.int/sites/default/files/resource/Third%20National%20Communication.%20Cuba.pdf
16. Gaetan C, Guyon X. Spatial Statistics and Modeling [Internet]. New York: Springer; 2010. Disponible en: https://link.springer.com/content/pdf/10.1007/978-0-387-92257-7.pdf
17. Vine MM, Mulligan K, Harris R, Dean JL. The Impact of Health Geography on Public Health Research, Policy, and Practice in Canada. Int J Environ Res Public Health. 2023;20(18):6735. Disponible en: https://doi.org/10.3390/ijerph20186735
18. Buzai GD, Cacace G, Humacata L, Lanzelotti S. Teoría y métodos de la geografía cuantitativa [Internet]. Buenos Aires: MCA Libros; 2015. Disponible en: https://www.geografia.cucsh.udg.mx/?q=noticia/libro-en-formato-digital-teoria-y-metodos-de-la-geografia-cuantitativa
19. Begham F. Methodological Approaches in Integrated Geography [Internet]. Springer; 2023. Disponible en: https://dokumen.pub/methodological-approaches-in-integrated-geography-springer-texts-in-social-sciences-1st-ed-2023-3031287835-9783031287831.html
20. Ortiz-Bultó PL, Linares-Vega Y. Cuban approaches to climate and health studies in tropics: early warning system and learned lessons. J Virol Immunol [Internet]. 2021;5(3):000282. Disponible en: https://medwinpublishers.com/VIJ/cuban-approaches-to-climate-and-health-studies-in-tropics-early-warning-system-and-learned-lessons.pdf
21. Oficina Nacional de Estadísticas e Información. Anuario Estadístico de Cuba 2024 [Internet]. Disponible en: https://www.onei.gob.cu/anuario-estadistico-de-cuba-2024
22. Ortíz-Bultó P, Pérez-Rodríguez AE, Rivero-Valencia A, León-Vega N, Díaz-González M, Pérez-Carrera A. Assessment of human health vulnerability to climate variability and change in Cuba. Environ Health Perspect [Internet]. 2006;114(12):1942-9. Disponible en: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1764156/pdf/ehp0114-001942.pdf
23. Comisión Económica para América Latina y el Caribe. Salud y cambio climático: metodologías y políticas públicas (LC/MEX/TS.2021/24) [Internet]. Ciudad de México: CEPAL; 2021. [consultado: 30 sep 2025]. Disponible en: https://www.cepal.org/es/publicaciones/47534-salud-cambio-climatico-metodologias-politicas-publicas
24. Centers for Disease Control and Prevention. Clinical testing guidance for dengue [Internet]. 2025 [citado 26 ago 2025]. Disponible en: https://www.cdc.gov/dengue/diagnosis-testing/index.html
25. Wilks DS. Statistical methods in the atmospheric sciences. 3rd ed. New York: Academic Press; 2011. Disponible en: https://shop.elsevier.com/books/statistical-methods-in-the-atmospheric-sciences/wilks/978-0-12-385022-5
26. Oliver MA, Webster R. Kriging: a method of interpolation for geographical information systems. Int J Geogr Inf Syst. 1990;4(3):313–32. Disponible en: https://doi.org/10.1080/02693799008941549
27. Ortíz PL, Rivero A, Linares Y, Vázquez JR. Spatial models for prediction and early warning of Aedes aegypti proliferation from data on climate change and variability in Cuba. MEDICC Rev [Internet]. 2015;17(2):20-7. [citado jun 2025] Disponible en: https://www.medigraphic.com/pdfs/medicreview/mrw-2015/mrw152f.pdf
28. Goovaerts, P. Medical Geography: A Promising Field of Application for Geostatistics. Math Geosci [Internet]. 2009;41:243-64. Disponible en: https://doi.org/10.1007/s11004-008-9211-3
29. Smith M, Goodchild M, Longley P. Geospatial Analysis: A comprehensive guide to principles, techniques and software tools. 4a ed. London: UK; 2013.
30. Anselin L. Local indicators of spatial association-LISA. Geogr Anal [Internet]. 1995;27(2):93–115. Disponible en: https://doi.org/10.1111/j.1538-4632.1995.tb00338.x
31. Thai KT, Cazelles B, Nguyen NV, Vo LT, Boni MF, Farrar J, et al. Dengue dynamics in Binh Thuan Province, Vietnam: periodicity, synchronicity and climate variability. PLoS Negl Trop Dis [Internet]. 2010;4(7):e747. Disponible en: https://doi.org/10.1371/journal.pntd.0000747
32. Ministerio de Salud Pública de la República de Cuba. Actualización sobre situación epidemiológica y programas priorizados [Internet]. La Habana: MINSAP; 2022. [citado 30 ago 2022] Disponible en: https://salud.msp.gob.cu/ofrece-ministro-de-salud-publica-actualizacion-sobre-situacion-epidemiologica-y-programas-priorizados
33. Pérez M, Álvarez M, Pérez L, Benítez AJ, Serrano S, Adelino T, et al. Establishing a dengue genomic monitoring in Cuba: uncovering virus dynamics to enhance local response. IJID Reg. 2025;16:100683. Disponible en: https://doi.org/10.1016/j.ijregi.2025.100683
34. Xu C, Xu J, Wang L. Long-term effects of climate factors on dengue fever over a 40-year period. BMC Public Health. 2024;24:1451. Disponible en: https://doi.org/10.1186/s12889-024-18869-0
35. Zhang SX, Li Z, Yang GB, Zhang RJ, Zheng JX, Yang J, Lv S, Lei Duan L, et al. Global, regional and national burden of dengue, 1990–2021: Findings from the global burden of disease study 2021. Decoding Infection and Transmission. 2024;2:100021. Disponible en: https://doi.org/10.1016/j.dcit.2024.100021
36. Khan MB, Yang ZS, Lin CY, Hsu MC, Urbina AN, Assavalapsakul W, et al. Dengue overview: An updated systemic review. J Infect and Pub Health. 2023;16(10):1625-42. Disponible en: https://doi.org/10.1016/j.jiph.2023.08.001
37. Douglas K, Payne K, Sabino-Santos G, Chami P, Lorde T. The Impact of Climate on Human Dengue Infections in the Caribbean. Pathogens. 2024;13:756. Disponible en: https://doi.org/10.3390/pathogens13090756
38. Liu-Helmersson J, Stenlund H, Wilder-Smith A, Rocklöv J. Vectorial Capacity of Aedes aegypti: Effects of Temperature and Implications for Global Dengue Epidemic Potential. PLOS ONE. 2014;9(3):e89783. Disponible en: https://doi.org/10.1371/journal.pone.0089783
39. Facchinelli L, Badolo A, McCall PJ. Biology and Behaviour of Aedes aegypti in the Human Environment: Opportunities for Vector Control of Arbovirus Transmission. Viruses. 2023;15:636. Disponible en: https://doi.org/10.3390/v15030636
40. Allen CF, West RM, Gordon-Strachan G, Hassan S, McFarlane S, Polson-Edwards K, et al. Research for Action on Climate Change and Health in the Caribbean: A Public, Private, People’s and Planetary Agenda. Research for Action on Climate Change and Health in the Caribbean Project, 2024 [Internet]. Disponible en: https://www.paho.org/sites/default/files/research-for-action-on-climate-change-and-health-in-the-caribbean_2024_0.pdf
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