Spatiotemporal patterns of dengue outbreaks in Sri Lanka
- PMID: 32043410
- DOI: 10.1080/23744235.2020.1725108
Spatiotemporal patterns of dengue outbreaks in Sri Lanka
Abstract
Background: Dengue occurs epidemically in Sri Lanka and every year, when the monsoon season begins, health authorities warn on rising numbers of dengue cases. The popular belief is that dengue epidemics are driven by the two monsoons which feed different parts of the country over different time periods. We analysed the time series of weekly dengue cases in all districts of Sri Lanka from 2007 to 2019 to identify the spatiotemporal patterns of dengue outbreaks and to explain how they are associated with the climatic, geographic and demographic variations around the country.Methods: We used time-series plots, statistical measures such a community-wide synchrony and Kendall-W and a time-varying graph method to understand the spatiotemporal patterns and links.Results and conclusions: The southwest wet zone and surrounding areas which receive rainfall in all four seasons usually experience two epidemic waves per year. The northern and eastern coastal region in the dry zone which receives rainfall in only two seasons experiences one epidemic wave per year. The wet zone is a highly synchronised epidemic unit while the northern and eastern districts have more independent epidemic patterns. The epidemic synchrony in the wet zone may be associated with the frequent mobility of people in and out of the wet zone hot spot Colombo. The overall epidemic pattern in Sri Lanka is not a sole outcome of the two monsoons but the regional epidemic patterns are collectively shaped by monsoon an inter-monsoon rains, human mobility, geographical proximity and other climate and topographical factors.
Keywords: Dengue; Sri Lanka; climate; monsoons; synchrony; time-varying graph.
Similar articles
-
Coherence of dengue incidence and climate in the wet and dry zones of Sri Lanka.Sci Total Environ. 2020 Jul 1;724:138269. doi: 10.1016/j.scitotenv.2020.138269. Epub 2020 Mar 28. Sci Total Environ. 2020. PMID: 32408457
-
Estimating dynamics of dengue disease in Colombo district of Sri Lanka with environmental impact by quantifying the per-capita vector density.Sci Rep. 2024 Oct 20;14(1):24629. doi: 10.1038/s41598-024-76176-5. Sci Rep. 2024. PMID: 39428492 Free PMC article.
-
Spatial-temporal distribution of dengue and climate characteristics for two clusters in Sri Lanka from 2012 to 2016.Sci Rep. 2017 Oct 10;7(1):12884. doi: 10.1038/s41598-017-13163-z. Sci Rep. 2017. PMID: 29018222 Free PMC article.
-
Evolution of dengue in Sri Lanka-changes in the virus, vector, and climate.Int J Infect Dis. 2014 Feb;19:6-12. doi: 10.1016/j.ijid.2013.10.012. Epub 2013 Dec 11. Int J Infect Dis. 2014. PMID: 24334026 Review.
-
Leishmaniasis in Sri Lanka: spatial distribution and seasonal variations from 2009 to 2016.Parasit Vectors. 2018 Jan 25;11(1):60. doi: 10.1186/s13071-018-2647-5. Parasit Vectors. 2018. PMID: 29370864 Free PMC article. Review.
Cited by
-
Componential usage patterns in dengue 4 viruses reveal their better evolutionary adaptation to humans.Front Microbiol. 2022 Sep 20;13:935678. doi: 10.3389/fmicb.2022.935678. eCollection 2022. Front Microbiol. 2022. PMID: 36204606 Free PMC article.
-
The Role of Movement Patterns in Epidemic Models on Complex Networks.Bull Math Biol. 2021 Aug 19;83(10):98. doi: 10.1007/s11538-021-00929-w. Bull Math Biol. 2021. PMID: 34410514 Free PMC article.
-
Complex network analysis of arboviruses in the same geographic domain: Differences and similarities.Chaos Solitons Fractals. 2023 Mar;168:None. doi: 10.1016/j.chaos.2023.113134. Chaos Solitons Fractals. 2023. PMID: 36876054 Free PMC article.
-
Direct and indirect costs for hospitalized patients with dengue in Southern Sri Lanka.BMC Health Serv Res. 2022 May 16;22(1):657. doi: 10.1186/s12913-022-08048-5. BMC Health Serv Res. 2022. PMID: 35578247 Free PMC article.
-
Impact of environmental factors on the spread of dengue fever in Sri Lanka.Int J Environ Sci Technol (Tehran). 2022;19(11):10637-10648. doi: 10.1007/s13762-021-03905-y. Epub 2022 Jan 14. Int J Environ Sci Technol (Tehran). 2022. PMID: 35043053 Free PMC article.
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical