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The role of El Niño southern oscillation (ENSO) on variations of monthly Plasmodium falciparum malaria cases at the cayenne general hospital, 1996-2009, French Guiana
BACKGROUND: Malaria remains a serious problem in French Guiana, which is at potential risk for drought linked with the El Niño Event and where there could be a risk of malaria epidemic after the onset of an El Niño event. METHODS: A time series analysis using ARIMA was developed to investigate tempo...
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Formato: | Texto |
Lenguaje: | English |
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BioMed Central
2011
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3100257/ https://www.ncbi.nlm.nih.gov/pubmed/21513502 http://dx.doi.org/10.1186/1475-2875-10-100 |
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author | Hanf, Matthieu Adenis, Antoine Nacher, Mathieu Carme, Bernard |
author_facet | Hanf, Matthieu Adenis, Antoine Nacher, Mathieu Carme, Bernard |
author_sort | Hanf, Matthieu |
collection | PubMed |
description | BACKGROUND: Malaria remains a serious problem in French Guiana, which is at potential risk for drought linked with the El Niño Event and where there could be a risk of malaria epidemic after the onset of an El Niño event. METHODS: A time series analysis using ARIMA was developed to investigate temporal correlations between the monthly Plasmodium falciparum case numbers and El Niño Southern Oscillation (ENSO) as measured by the Southern Oscillation Index (SOI) at the Cayenne General Hospital between 1996 and 2009. RESULTS: The data showed a positive influence of El Niño at a lag of three months on P. falciparum cases (p < 0.001). The incorporation of SOI data in the ARIMA model reduced the AIC by 4%. CONCLUSIONS: Although there is a statistical link, the predictive value of ENSO to modulate prevention intervention seems marginal in French Guiana. However, additional work should refine the regional dependence of malaria on the ENSO state. |
format | Text |
id | pubmed-3100257 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-31002572011-05-24 The role of El Niño southern oscillation (ENSO) on variations of monthly Plasmodium falciparum malaria cases at the cayenne general hospital, 1996-2009, French Guiana Hanf, Matthieu Adenis, Antoine Nacher, Mathieu Carme, Bernard Malar J Research BACKGROUND: Malaria remains a serious problem in French Guiana, which is at potential risk for drought linked with the El Niño Event and where there could be a risk of malaria epidemic after the onset of an El Niño event. METHODS: A time series analysis using ARIMA was developed to investigate temporal correlations between the monthly Plasmodium falciparum case numbers and El Niño Southern Oscillation (ENSO) as measured by the Southern Oscillation Index (SOI) at the Cayenne General Hospital between 1996 and 2009. RESULTS: The data showed a positive influence of El Niño at a lag of three months on P. falciparum cases (p < 0.001). The incorporation of SOI data in the ARIMA model reduced the AIC by 4%. CONCLUSIONS: Although there is a statistical link, the predictive value of ENSO to modulate prevention intervention seems marginal in French Guiana. However, additional work should refine the regional dependence of malaria on the ENSO state. BioMed Central 2011-04-22 /pmc/articles/PMC3100257/ /pubmed/21513502 http://dx.doi.org/10.1186/1475-2875-10-100 Text en Copyright ©2011 Hanf 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 Hanf, Matthieu Adenis, Antoine Nacher, Mathieu Carme, Bernard The role of El Niño southern oscillation (ENSO) on variations of monthly Plasmodium falciparum malaria cases at the cayenne general hospital, 1996-2009, French Guiana |
title | The role of El Niño southern oscillation (ENSO) on variations of monthly Plasmodium falciparum malaria cases at the cayenne general hospital, 1996-2009, French Guiana |
title_full | The role of El Niño southern oscillation (ENSO) on variations of monthly Plasmodium falciparum malaria cases at the cayenne general hospital, 1996-2009, French Guiana |
title_fullStr | The role of El Niño southern oscillation (ENSO) on variations of monthly Plasmodium falciparum malaria cases at the cayenne general hospital, 1996-2009, French Guiana |
title_full_unstemmed | The role of El Niño southern oscillation (ENSO) on variations of monthly Plasmodium falciparum malaria cases at the cayenne general hospital, 1996-2009, French Guiana |
title_short | The role of El Niño southern oscillation (ENSO) on variations of monthly Plasmodium falciparum malaria cases at the cayenne general hospital, 1996-2009, French Guiana |
title_sort | role of el niño southern oscillation (enso) on variations of monthly plasmodium falciparum malaria cases at the cayenne general hospital, 1996-2009, french guiana |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3100257/ https://www.ncbi.nlm.nih.gov/pubmed/21513502 http://dx.doi.org/10.1186/1475-2875-10-100 |
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