Stochastic dynamics of dengue epidemics.
@article{deSouza2013StochasticDO, title={Stochastic dynamics of dengue epidemics.}, author={David R de Souza and T{\^a}nia Tom{\'e} and Suani T. R. Pinho and Florisneide Rodrigues Barreto and M{\'a}rio J. de Oliveira}, journal={Physical review. E, Statistical, nonlinear, and soft matter physics}, year={2013}, volume={87 1}, pages={ 012709 } }
We use a stochastic Markovian dynamics approach to describe the spreading of vector-transmitted diseases, such as dengue, and the threshold of the disease. The coexistence space is composed of two structures representing the human and mosquito populations. The human population follows a susceptible-infected-recovered (SIR) type dynamics and the mosquito population follows a susceptible-infected-susceptible (SIS) type dynamics. The human infection is caused by infected mosquitoes and vice versa…
13 Citations
Critical behavior in a stochastic model of vector mediated epidemics
- BiologyScientific reports
- 2016
A stochastic lattice model able to capture the critical behavior of such epidemics over a limited time horizon and with a finite amount of resources is analyzed, exhibiting a critical line of transition that separates spreading and non-spreading phases.
The Effects of a Backward Bifurcation on a Continuous Time Markov Chain Model for the Transmission Dynamics of Single Strain Dengue Virus
- Mathematics
- 2013
Global incidence of dengue, a vector-borne tropical disease, has seen a dramatic increase with several major outbreaks in the past few decades. We formulate and analyze a stochastic epidemic model…
Stochastic Approach to Epidemic Spreading
- Mathematics
- 2020
We analyze four models of epidemic spreading using a stochastic approach in which the primary stochastic variables are the numbers of individuals in each class. The stochastic approach is described…
Estimating the basic reproduction number for single-strain dengue fever epidemics
- BiologyInfectious Diseases of Poverty
- 2014
Estimates for the value of the basic reproduction number R0 associated with the 2011 dengue fever epidemic are obtained before the implementation of public health control measures and it is observed that there is strong agreement in estimates for the pre-control value of R0, both across different methodologies as well across different models.
Critical properties of a vector-mediated epidemic process
- MathematicsPhysica A: Statistical Mechanics and its Applications
- 2019
A mathematical model for Zika virus transmission dynamics with a time-dependent mosquito biting rate
- Medicine, BiologyTheoretical Biology and Medical Modelling
- 2018
A vector-borne compartmental model to analyze the spread of the ZIKV during the 2015–2016 outbreaks in Bahia, Brazil and to investigate the impact of two vector control strategies, namely, reducing mosquito biting rates and reducing mosquito population size.
An epidemiological model with voluntary quarantine strategies governed by evolutionary game dynamics
- MedicineChaos, Solitons & Fractals
- 2021
An online spatiotemporal prediction model for dengue fever epidemic in Kaohsiung (Taiwan)
- MedicineBiometrical journal. Biometrische Zeitschrift
- 2014
A stochastic framework to integrate space–time dynamics in the form of a Susceptible‐Infected‐Recovered (SIR) model, together with uncertain disease observations, into a Bayesian maximum entropy (BME) framework is proposed and can be used to predict space-time disease spread.
Inferring Plasmodium vivax Transmission Networks from Tempo-Spatial Surveillance Data
- MedicinePLoS neglected tropical diseases
- 2014
This work proposes a spatial transmission model that takes into account multiple real-world factors, including the length of P. vivax incubation period, the impact of malaria control at different locations, and the total number of imported cases, and introduces a recurrent neural network model to infer the transmission networks from surveillance data.
Dinâmica estocástica de populações biológicas
- Mathematics
- 2017
In this thesis we investigate irreversible models within the context of nonequilibrium statistical mechanics motivated by some problems of biological population dynamics. We look for identifying the…
References
SHOWING 1-10 OF 76 REFERENCES
Modelling the dynamics of dengue real epidemics
- Mathematics, MedicinePhilosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences
- 2010
It is shown that the control applied only to the adult stage of the mosquito population is not sufficient to stop dengue transmission, emphasizing the importance of applying the control to the aquatic phase of the mosquitoes.
A scaling analysis of measles epidemics in a small population.
- EconomicsPhilosophical transactions of the Royal Society of London. Series B, Biological sciences
- 1996
An analysis of the distribution of epidemic sizes and epidemic durations suggests that the dynamical structure observed in the measles case returns reflects the existence of an underlying scaling mechanism, which means that the dynamics are not as purely stochastic as is usually thought for epidemiological systems of this sort.
Periodic forcing in a three-level cellular automata model for a vector-transmitted disease.
- Environmental SciencePhysical review. E, Statistical, nonlinear, and soft matter physics
- 2009
The periodically forced two-dimensional cellular automata model is used to reproduce and analyze the complex spatiotemporal patterns observed in the transmission of vector infectious diseases, and predicts a completely distinct long-time evolution in the extreme situation of the absence of external periodic drive.
Susceptible-infected-recovered and susceptible-exposed-infected models
- Mathematics
- 2011
Two stochastic epidemic lattice models, the susceptible-infected-recovered and the susceptible-exposed-infected models, are studied on a Cayley tree of coordination number k. The spreading of the…
A model of the transmission of dengue fever with an evaluation of the impact of ultra-low volume (ULV) insecticide applications on dengue epidemics.
- MedicineThe American journal of tropical medicine and hygiene
- 1992
The model indicates that ULV has little impact on disease incidence, even when multiple applications are made, although the peak of the epidemic may be delayed, and decreasing the carrying capacity of the environment for mosquitoes, is more effective in reducing transmission.
Transmission dynamics and epidemiology of dengue: insights from age-stratified sero-prevalence surveys.
- MedicinePhilosophical transactions of the Royal Society of London. Series B, Biological sciences
- 1999
Age-stratified serological data reveal evidence of a propensity for the annual incidence of infection to oscillate over time with a frequency of several years and support for the hypothesis that antibody-dependent enhancement of transmission influences observed epidemiological pattern.
Critical behavior of the susceptible-infected-recovered model on a square lattice.
- MathematicsPhysical review. E, Statistical, nonlinear, and soft matter physics
- 2010
The critical behavior of the stochastic asynchronous susceptible-infected-recovered model is consistent with the two-dimensional percolation universality class, but local growth probabilities differ from those of dynamicPercolation cluster growth, as is demonstrated explicitly.
Controlling Dispersal Dynamics of Aedes aegypti
- Medicine
- 2006
A mathematical model is developed that takes into account the diffusion and advection phenomena of the dengue disease vector and a discrete model based on the cellular automata approach, which is a good framework to deal with small populations, is developed.
Critical behavior of the contact process in a multiscale network
- MathematicsPhysical review. E, Statistical, nonlinear, and soft matter physics
- 2007
The contact process (CP) in a multiscale network constituted by one-dimensional chains connected through a Barabási-Albert scale-free network is investigated, demonstrating that the CP on this hybrid network and nonvanishing travel rates establishes a new universality class.