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Spatio-Temporal Dynamic of Malaria Incidence: A Comparison of Two Ecological Zones in Mali

Authors :
François Freddy Ateba
Mady Cissoko
Mathias Dolo
Mahamoudou B. Touré
Sory Ibrahim Diawara
Lansana Sangaré
Mamadou D. Coulibaly
Sidibe M’Baye Thiam
Seidina A. S. Diakite
Manuel Febrero-Bande
Peter J. Winch
Aliou Sissako
Aissata Sacko
Drissa Konaté
Issaka Sagara
Seydou Doumbia
Ayouba Diarra
Nafomon Sogoba
Mahamadou Diakite
Sekou F. Traore
Donald J. Krogtad
Hannah C. Marker
Jeffrey G. Shaffer
Amagana Dolo
O. Koita
Jean Gaudart
Universidade de Santiago de Compostela. Departamento de Estatística, Análise Matemática e Optimización
Université des Sciences, des Techniques et des Technologies de Bamako (USTTB)
Université du Québec à Montréal = University of Québec in Montréal (UQAM)
Sciences Economiques et Sociales de la Santé & Traitement de l'Information Médicale (SESSTIM - U1252 INSERM - Aix Marseille Univ - UMR 259 IRD)
Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Institut National de la Santé et de la Recherche Médicale (INSERM)
Biostatistique et technologies de l'information et de la communication (BioSTIC) - [Hôpital de la Timone - APHM] (BiosTIC )
Assistance Publique - Hôpitaux de Marseille (APHM)- Hôpital de la Timone [CHU - APHM] (TIMONE)
Johns Hopkins Bloomberg School of Public Health [Baltimore]
Johns Hopkins University (JHU)
Universidade de Santiago de Compostela [Spain] (USC )
Tulane University School of Public Health and Tropical Medicine [New Orleans, LA, USA]
Dupuis, Christine
Université des sciences, des techniques et des technologies de Bamako
Université des sciences, des techniques et des technologies de Bamako (USTTB)
Source :
International Journal of Environmental Research and Public Health, Vol 17, Iss 4698, p 4698 (2020), Minerva. Repositorio Institucional de la Universidad de Santiago de Compostela, instname, International Journal of Environmental Research and Public Health, Minerva: Repositorio Institucional de la Universidad de Santiago de Compostela, Universidad de Santiago de Compostela (USC), International Journal of Environmental Research and Public Health, 2020, 17 (13), pp.4698. ⟨10.3390/ijerph17134698⟩, Volume 17, Issue 13, International Journal of Environmental Research and Public Health, MDPI, 2020, 17 (13), pp.4698. ⟨10.3390/ijerph17134698⟩
Publication Year :
2020
Publisher :
MDPI AG, 2020.

Abstract

Malaria transmission largely depends on environmental, climatic, and hydrological conditions. In Mali, malaria epidemiological patterns are nested within three ecological zones. This study aimed at assessing the relationship between those conditions and the incidence of malaria in Dangassa and Koila, Mali. Malaria data was collected through passive case detection at community health facilities of each study site from June 2015 to January 2017. Climate and environmental data were obtained over the same time period from the Goddard Earth Sciences (Giovanni) platform and hydrological data from Mali hydraulic services. A generalized additive model was used to determine the lagged time between each principal component analysis derived component and the incidence of malaria cases, and also used to analyze the relationship between malaria and the lagged components in a multivariate approach. Malaria transmission patterns were bimodal at both sites, but peak and lull periods were longer lasting for Koila study site. Temperatures were associated with malaria incidence in both sites. In Dangassa, the wind speed (p = 0.005) and river heights (p = 0.010) contributed to increasing malaria incidence, in contrast to Koila, where it was humidity (p &lt<br />0.001) and vegetation (p = 0.004). The relationships between environmental factors and malaria incidence differed between the two settings, implying different malaria dynamics and adjustments in the conception and plan of interventions.

Details

Language :
English
ISSN :
16617827 and 16604601
Volume :
17
Issue :
4698
Database :
OpenAIRE
Journal :
International Journal of Environmental Research and Public Health
Accession number :
edsair.doi.dedup.....b7fe80f35d099edc8fa907f0732ede60
Full Text :
https://doi.org/10.3390/ijerph17134698⟩