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. 2010 Mar 21:9:79.
doi: 10.1186/1475-2875-9-79.

Mapping malaria incidence distribution that accounts for environmental factors in Maputo Province--Mozambique

Orlando P Zacarias  1 , Mikael Andersson
Affiliations

Mapping malaria incidence distribution that accounts for environmental factors in Maputo Province--Mozambique

Orlando P Zacarias et al. Malar J. .

Abstract

Background: The objective was to study if an association exists between the incidence of malaria and some weather parameters in tropical Maputo province, Mozambique.

Methods: A Bayesian hierarchical model to malaria count data aggregated at district level over a two years period is formulated. This model made it possible to account for spatial area variations. The model was extended to include environmental covariates temperature and rainfall. Study period was then divided into two climate conditions: rainy and dry seasons. The incidences of malaria between the two seasons were compared. Parameter estimation and inference were carried out using MCMC simulation techniques based on Poisson variation. Model comparisons are made using DIC.

Results: For winter season, in 2001 the temperature covariate with estimated value of -8.88 shows no association to malaria incidence. In year 2002, the parameter estimation of the same covariate resulted in 5.498 of positive level of association. In both years rainfall covariate determines no dependency to malaria incidence. Malaria transmission is higher in wet season with both covariates positively related to malaria with posterior means 1.99 and 2.83 in year 2001. For 2002 only temperature is associated to malaria incidence with estimated value 2.23.

Conclusions: The incidence of malaria in year 2001, presents an independent spatial pattern for temperature in summer and for rainfall in winter seasons respectively. In year 2002 temperature determines the spatial pattern of malaria incidence in the region. Temperature influences the model in cases where both covariates are introduced in winter and summer season. Its influence is extended to the summer model with temperature covariate only. It is reasonable to state that with the occurrence of high temperatures, malaria incidence had certainly escalated in this year.

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Figures

Figure 1
Figure 1
Mozambique map provided by [20], with an indication of study region (Maputo province).
Figure 2
Figure 2
Crude incidence density of malaria in year 2001.
Figure 3
Figure 3
Crude incidence density of malaria in year 2002.
Figure 4
Figure 4
Monthly rain precipitation in Maputo province.
Figure 5
Figure 5
Average maximum temperature in Maputo province.
See this image and copyright information in PMC

References

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