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A study of the correlation between dengue and weather in Kandy City, Sri Lanka (2003 -2012) and lessons learned
BACKGROUND: Weather variables affect dengue transmission. This study aimed to identify a dengue weather correlation pattern in Kandy, Sri Lanka, compare the results with results of similar studies, and establish ways for better control and prevention of dengue. METHOD: We collected data on reported...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4581090/ https://www.ncbi.nlm.nih.gov/pubmed/26403283 http://dx.doi.org/10.1186/s40249-015-0075-8 |
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author | Ehelepola, N D B Ariyaratne, Kusalika Buddhadasa, W M N P Ratnayake, Sunil Wickramasinghe, Malani |
author_facet | Ehelepola, N D B Ariyaratne, Kusalika Buddhadasa, W M N P Ratnayake, Sunil Wickramasinghe, Malani |
author_sort | Ehelepola, N D B |
collection | PubMed |
description | BACKGROUND: Weather variables affect dengue transmission. This study aimed to identify a dengue weather correlation pattern in Kandy, Sri Lanka, compare the results with results of similar studies, and establish ways for better control and prevention of dengue. METHOD: We collected data on reported dengue cases in Kandy and mid-year population data from 2003 to 2012, and calculated weekly incidences. We obtained daily weather data from two weather stations and converted it into weekly data. We studied correlation patterns between dengue incidence and weather variables using the wavelet time series analysis, and then calculated cross-correlation coefficients to find magnitudes of correlations. RESULTS: We found a positive correlation between dengue incidence and rainfall in millimeters, the number of rainy and wet days, the minimum temperature, and the night and daytime, as well as average, humidity, mostly with a five- to seven-week lag. Additionally, we found correlations between dengue incidence and maximum and average temperatures, hours of sunshine, and wind, with longer lag periods. Dengue incidences showed a negative correlation with wind run. CONCLUSION: Our results showed that rainfall, temperature, humidity, hours of sunshine, and wind are correlated with local dengue incidence. We have suggested ways to improve dengue management routines and to control it in these times of global warming. We also noticed that the results of dengue weather correlation studies can vary depending on the data analysis. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s40249-015-0075-8) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4581090 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-45810902015-09-25 A study of the correlation between dengue and weather in Kandy City, Sri Lanka (2003 -2012) and lessons learned Ehelepola, N D B Ariyaratne, Kusalika Buddhadasa, W M N P Ratnayake, Sunil Wickramasinghe, Malani Infect Dis Poverty Research Article BACKGROUND: Weather variables affect dengue transmission. This study aimed to identify a dengue weather correlation pattern in Kandy, Sri Lanka, compare the results with results of similar studies, and establish ways for better control and prevention of dengue. METHOD: We collected data on reported dengue cases in Kandy and mid-year population data from 2003 to 2012, and calculated weekly incidences. We obtained daily weather data from two weather stations and converted it into weekly data. We studied correlation patterns between dengue incidence and weather variables using the wavelet time series analysis, and then calculated cross-correlation coefficients to find magnitudes of correlations. RESULTS: We found a positive correlation between dengue incidence and rainfall in millimeters, the number of rainy and wet days, the minimum temperature, and the night and daytime, as well as average, humidity, mostly with a five- to seven-week lag. Additionally, we found correlations between dengue incidence and maximum and average temperatures, hours of sunshine, and wind, with longer lag periods. Dengue incidences showed a negative correlation with wind run. CONCLUSION: Our results showed that rainfall, temperature, humidity, hours of sunshine, and wind are correlated with local dengue incidence. We have suggested ways to improve dengue management routines and to control it in these times of global warming. We also noticed that the results of dengue weather correlation studies can vary depending on the data analysis. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s40249-015-0075-8) contains supplementary material, which is available to authorized users. BioMed Central 2015-09-24 /pmc/articles/PMC4581090/ /pubmed/26403283 http://dx.doi.org/10.1186/s40249-015-0075-8 Text en © Ehelepola et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Ehelepola, N D B Ariyaratne, Kusalika Buddhadasa, W M N P Ratnayake, Sunil Wickramasinghe, Malani A study of the correlation between dengue and weather in Kandy City, Sri Lanka (2003 -2012) and lessons learned |
title | A study of the correlation between dengue and weather in Kandy City, Sri Lanka (2003 -2012) and lessons learned |
title_full | A study of the correlation between dengue and weather in Kandy City, Sri Lanka (2003 -2012) and lessons learned |
title_fullStr | A study of the correlation between dengue and weather in Kandy City, Sri Lanka (2003 -2012) and lessons learned |
title_full_unstemmed | A study of the correlation between dengue and weather in Kandy City, Sri Lanka (2003 -2012) and lessons learned |
title_short | A study of the correlation between dengue and weather in Kandy City, Sri Lanka (2003 -2012) and lessons learned |
title_sort | study of the correlation between dengue and weather in kandy city, sri lanka (2003 -2012) and lessons learned |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4581090/ https://www.ncbi.nlm.nih.gov/pubmed/26403283 http://dx.doi.org/10.1186/s40249-015-0075-8 |
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