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Epochal changes in the association between malaria epidemics and El Niño in Sri Lanka
BACKGROUND: El Niño events were suggested as a potential predictor for malaria epidemics in Sri Lanka based on the coincidence of nine out of 16 epidemics with El Niño events from 1870 to 1945. Here the potential for the use of El Niño predictions to anticipate epidemics was examined using enhanced...
Autores principales: | , , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
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BioMed Central
2008
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2525655/ https://www.ncbi.nlm.nih.gov/pubmed/18652697 http://dx.doi.org/10.1186/1475-2875-7-140 |
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author | Zubair, Lareef Galappaththy, Gawrie N Yang, Hyemin Chandimala, Janaki Yahiya, Zeenas Amerasinghe, Priyanie Ward, Neil Connor, Stephen J |
author_facet | Zubair, Lareef Galappaththy, Gawrie N Yang, Hyemin Chandimala, Janaki Yahiya, Zeenas Amerasinghe, Priyanie Ward, Neil Connor, Stephen J |
author_sort | Zubair, Lareef |
collection | PubMed |
description | BACKGROUND: El Niño events were suggested as a potential predictor for malaria epidemics in Sri Lanka based on the coincidence of nine out of 16 epidemics with El Niño events from 1870 to 1945. Here the potential for the use of El Niño predictions to anticipate epidemics was examined using enhanced climatic and epidemiological data from 1870 to 2000. METHODS: The epidemics start years were identified by the National Malaria Control Programme and verified against epidemiological records for consistency. Monthly average rainfall climatologies were estimated for epidemic and non-epidemic years; as well El Niño, Neutral and La Niña climatic phases. The relationship between El Niño indices and epidemics was examined to identify 'epochs' of consistent association. The statistical significance of the association between El Niño and epidemics for different epochs was characterized. The changes in the rainfall-El Niño relationships over the decade were examined using running windowed correlations. The anomalies in rainfall climatology during El Niño events for different epochs were compared. RESULTS: The relationship between El Niño and epidemics from 1870 to 1927 was confirmed. The anomalies in monthly average rainfall during El Niño events resembled the anomalies in monthly average rainfall during epidemics during this period. However, the relationship between El Niño and epidemics broke down from 1928 to 1980. Of the three epidemics in these six decades, only one coincided with an El Niño. Not only did this relationship breakdown but epidemics were more likely to occur in periods with a La Niña tendency. After 1980, three of four epidemics coincided with El Niño. CONCLUSION: The breakdown of the association between El Niño and epidemics after 1928 is likely due to an epochal change in the El Niño-rainfall relationship in Sri Lanka around the 1930's. It is unlikely that this breakdown is due to the insecticide spraying programme that began in 1945 since the breakdown started in 1928. Nor does it explain the occurrence of epidemics during La Niña phase from 1928 to 1980. Although there has been renewed coincidence with El Niño after 1980, this record is too short for establishing a reliable relationship. |
format | Text |
id | pubmed-2525655 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2008 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-25256552008-08-27 Epochal changes in the association between malaria epidemics and El Niño in Sri Lanka Zubair, Lareef Galappaththy, Gawrie N Yang, Hyemin Chandimala, Janaki Yahiya, Zeenas Amerasinghe, Priyanie Ward, Neil Connor, Stephen J Malar J Research BACKGROUND: El Niño events were suggested as a potential predictor for malaria epidemics in Sri Lanka based on the coincidence of nine out of 16 epidemics with El Niño events from 1870 to 1945. Here the potential for the use of El Niño predictions to anticipate epidemics was examined using enhanced climatic and epidemiological data from 1870 to 2000. METHODS: The epidemics start years were identified by the National Malaria Control Programme and verified against epidemiological records for consistency. Monthly average rainfall climatologies were estimated for epidemic and non-epidemic years; as well El Niño, Neutral and La Niña climatic phases. The relationship between El Niño indices and epidemics was examined to identify 'epochs' of consistent association. The statistical significance of the association between El Niño and epidemics for different epochs was characterized. The changes in the rainfall-El Niño relationships over the decade were examined using running windowed correlations. The anomalies in rainfall climatology during El Niño events for different epochs were compared. RESULTS: The relationship between El Niño and epidemics from 1870 to 1927 was confirmed. The anomalies in monthly average rainfall during El Niño events resembled the anomalies in monthly average rainfall during epidemics during this period. However, the relationship between El Niño and epidemics broke down from 1928 to 1980. Of the three epidemics in these six decades, only one coincided with an El Niño. Not only did this relationship breakdown but epidemics were more likely to occur in periods with a La Niña tendency. After 1980, three of four epidemics coincided with El Niño. CONCLUSION: The breakdown of the association between El Niño and epidemics after 1928 is likely due to an epochal change in the El Niño-rainfall relationship in Sri Lanka around the 1930's. It is unlikely that this breakdown is due to the insecticide spraying programme that began in 1945 since the breakdown started in 1928. Nor does it explain the occurrence of epidemics during La Niña phase from 1928 to 1980. Although there has been renewed coincidence with El Niño after 1980, this record is too short for establishing a reliable relationship. BioMed Central 2008-07-24 /pmc/articles/PMC2525655/ /pubmed/18652697 http://dx.doi.org/10.1186/1475-2875-7-140 Text en Copyright © 2008 Zubair et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Zubair, Lareef Galappaththy, Gawrie N Yang, Hyemin Chandimala, Janaki Yahiya, Zeenas Amerasinghe, Priyanie Ward, Neil Connor, Stephen J Epochal changes in the association between malaria epidemics and El Niño in Sri Lanka |
title | Epochal changes in the association between malaria epidemics and El Niño in Sri Lanka |
title_full | Epochal changes in the association between malaria epidemics and El Niño in Sri Lanka |
title_fullStr | Epochal changes in the association between malaria epidemics and El Niño in Sri Lanka |
title_full_unstemmed | Epochal changes in the association between malaria epidemics and El Niño in Sri Lanka |
title_short | Epochal changes in the association between malaria epidemics and El Niño in Sri Lanka |
title_sort | epochal changes in the association between malaria epidemics and el niño in sri lanka |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2525655/ https://www.ncbi.nlm.nih.gov/pubmed/18652697 http://dx.doi.org/10.1186/1475-2875-7-140 |
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