Estimating the Size of the Aedes Mosquitoes’ Population Involved in Outbreaks of Dengue and Chikungunya Using a Mathematical Model

Aedes aegypti continues to cause many cases of dengue, chikungunya and Zika fever in affected areas of the tropical world. After being eradicated from Brazil in the decades of 1940 and 1950, Aedes aegypti returned with full force in the early 1970s. Knowing the total number of mosquitoes transmitting Aedes-borne infections is crucial for quantifying the intensity of transmission of these infections. In this paper, we propose a model to estimate the distribution of the number of Aedes mosquitoes' populations during an outbreak of either dengue or chikungunya. The model assumes that the mosquitoes' distribution follows a Gaussian Mesa Function (GMF), which has 5 parameters and allows for variable asymmetry. These 5 parameters are adjusted so that they fit indirectly, from a modified Ross‒Macdonald model, the incidence of dengue or chikungunya infections (see main text). Therefore, the observed incidence becomes a function of the parameters of the GMF. We illustrate the model with dengue and chikungunya data from 5 cities in the state of Minas Gerais in the southeastern region of Brazil for the 2023-2024 transmission season. The model shows that it is possible to estimate the size of the mosquitoes' population from incidence data, circumventing the logistic hurdles involved in the actual counting of mosquitoes. This is the most important practical contribution of this paper. The paper also contains several theoretical innovations, such as a modification of the Ross‒Macdonald model, which is usually presented for a constant mosquitoes' population, which, of course, is very unrealistic.

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Journal
Bulletin of Mathematical Biology
Published
2025-08-08
DOI
https://doi.org/10.1007/s11538-025-01489-z
Primary Topic
Mathematical and Theoretical Epidemiology and Ecology Models
Type
article
Field-Weighted Citation Impact
0.00

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article

Estimating the Size of the Aedes Mosquitoes’ Population Involved in Outbreaks of Dengue and Chikungunya Using a Mathematical Model

Eliana Nogueira Castro de Barros, Francisco Antônio Bezerra Coutinho, Marcos Amaku, Esper Georges Kallas et al.
Bulletin of Mathematical Biology
Mathematical and Theoretical Epidemiology and Ecology Models
article

Estimating the Size of the Aedes Mosquitoes’ Population Involved in Outbreaks of Dengue and Chikungunya Using a Mathematical Model

Eliana Nogueira Castro de Barros, Francisco Antônio Bezerra Coutinho, Marcos Amaku, Esper Georges Kallas, Fernanda Castro Boulos, José Moreira, Eduardo Massad
article en

Abstract

Aedes aegypti continues to cause many cases of dengue, chikungunya and Zika fever in affected areas of the tropical world. After being eradicated from Brazil in the decades of 1940 and 1950, Aedes aegypti returned with full force in the early 1970s. Knowing the total number of mosquitoes transmitting Aedes-borne infections is crucial for quantifying the intensity of transmission of these infections. In this paper, we propose a model to estimate the distribution of the number of Aedes mosquitoes' populations during an outbreak of either dengue or chikungunya. The model assumes that the mosquitoes' distribution follows a Gaussian Mesa Function (GMF), which has 5 parameters and allows for variable asymmetry. These 5 parameters are adjusted so that they fit indirectly, from a modified Ross‒Macdonald model, the incidence of dengue or chikungunya infections (see main text). Therefore, the observed incidence becomes a function of the parameters of the GMF. We illustrate the model with dengue and chikungunya data from 5 cities in the state of Minas Gerais in the southeastern region of Brazil for the 2023-2024 transmission season. The model shows that it is possible to estimate the size of the mosquitoes' population from incidence data, circumventing the logistic hurdles involved in the actual counting of mosquitoes. This is the most important practical contribution of this paper. The paper also contains several theoretical innovations, such as a modification of the Ross‒Macdonald model, which is usually presented for a constant mosquitoes' population, which, of course, is very unrealistic.

Bulletin of Mathematical BiologyVol. 87(9)
Universidade de São Paulo (BR), Instituto Butantan (BR)
Conselho Nacional de Desenvolvimento Científico e Tecnológico, Fundação Butantan
Openalex Percentile: Top 72%
Mathematical and Theoretical Epidemiology and Ecology Models
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