An almost periodic Ross-Macdonald model with structured vector population in a patchy environment

Bin-Guo Wang1, Lizhong Qiang2, Zhi-Cheng Wang2

  • 1School of Mathematics and Statistics, Lanzhou University, Lanzhou, 730000, Gansu, People's Republic of China. wangbinguo@lzu.edu.cn.

Insights

This study introduces an almost periodic Ross-Macdonald model to analyze disease transmission in patchy environments. The findings indicate disease persistence or extinction based on the basic reproduction ratio, with implications for control strategies.

Area of Science:

  • Mathematical epidemiology
  • Vector-borne disease dynamics
  • Ecological modeling

Background:

  • Understanding disease dynamics in heterogeneous environments is crucial for effective control.
  • Age structure in vector populations significantly influences disease transmission.
  • Patchy environments and host migration add complexity to epidemiological models.

Purpose of the Study:

  • To develop and analyze an almost periodic Ross-Macdonald model incorporating vector age structure in a patchy environment.
  • To establish a threshold criterion for disease persistence and extinction based on the basic reproduction ratio.
  • To investigate the impact of environmental factors and control strategies on disease transmission.

Main Methods:

  • Derivation of the basic reproduction ratio (R0) for the proposed model.
  • Analysis of the global dynamics using threshold-type results.
  • Numerical simulations to explore the effects of biting rate, human migration, and vector maturation period.

Main Results:

  • Disease persistence is guaranteed if R0 > 1, while extinction occurs if R0 < 1.
  • Biting rate significantly impacts disease transmission; human migration can reduce transmission risk.
  • Prolonging the vector maturation period is beneficial for disease control, with a computable threshold for outbreak.

Conclusions:

  • The derived threshold dynamics provide a basis for disease management strategies.
  • Numerical insights highlight the importance of vector maturation period and migration control.
  • Almost periodic models offer a more nuanced understanding of disease transmission compared to simple periodic models.

Related Concept Videos

Mechanistic Models: Compartment Models in Individual and Population Analysis01:23

Mechanistic Models: Compartment Models in Individual and Population Analysis

Mechanistic models are utilized in individual analysis using single-source data, but imperfections arise due to data collection errors, preventing perfect prediction of observed data. The mathematical equation involves known values (Xi), observed concentrations (Ci), measurement errors (εi), model parameters (ϕj), and the related function (ƒi) for i number of values. Different least-squares metrics quantify differences between predicted and observed values. The ordinary least...
217
Population Growth00:57

Population Growth

Population size is dynamic, increasing with birth rates and immigration, and decreasing with death rates and emigration. In ideal conditions with unlimited resources, populations can increase exponentially, which plots as a J-shaped growth rate curve of population size against time. This type of curve is characteristic of newly-introduced invasive species, or populations that have suffered catastrophic declines and are rebounding.
27.7K
Conservation of Small Populations02:04

Conservation of Small Populations

Small population sizes put a species at extreme risk of extinction due to a lack of variation, and a consequent decrease in adaptability. This weakens the chances of survival under pressures such as climate change, competition from other species, or new diseases. Large populations are more likely to survive pressures such as these, as such populations are more likely to harbor individuals that have genetic variants that are adaptive under new stresses. Small populations are much less...
16.6K
Conservation of Declining Populations02:07

Conservation of Declining Populations

Conservation of declining population focuses on ways of detecting, diagnosing, and halting a population decline. The approach uses methods to prevent populations from going extinct.
12.5K
Model Approaches for Pharmacokinetic Data: Distributed Parameter Models01:06

Model Approaches for Pharmacokinetic Data: Distributed Parameter Models

Pharmacokinetic models are mathematical constructs that represent and predict the time course of drug concentrations in the body, providing meaningful pharmacokinetic parameters. These models are categorized into compartment, physiological, and distributed parameter models.
The distributed parameter models are specifically designed to account for variations and differences in some drug classes. This model is particularly useful for assessing regional concentrations of anticancer or...
214
Mutation, Gene Flow, and Genetic Drift01:09

Mutation, Gene Flow, and Genetic Drift

In a population that is not at Hardy-Weinberg equilibrium, the frequency of alleles changes over time. Therefore, any deviations from the five conditions of Hardy-Weinberg equilibrium can alter the genetic variation of a given population. Conditions that change the genetic variability of a population include mutations, natural selection, non-random mating, gene flow, and genetic drift (small population size).
61.6K