霍乱弧菌
离散化
偏微分方程
守恒定律
传输(电信)
波前
计算机科学
复制
同种类的
霍乱
空间异质性
统计物理学
应用数学
水传播病
数学优化
系统动力学
心理干预
计量经济学
霍乱疫苗
数学
流体力学
地理
地质学
动力学(音乐)
拉格朗日
分布式计算
差速器(机械装置)
作者
Samuel Onuche John,Godwin Christopher Ezike Mbah,Obiora Cornelius Collins,Daniel Ugochukwu Nnaji
标识
DOI:10.1142/s1793524526500427
摘要
Cholera, a severe waterborne disease, exhibits complex spatiotemporal dynamics driven by human mobility and environmental contamination, particularly in dense urban settings like Lagos, Nigeria. This study introduces a novel fluid dynamics framework for modeling cholera transmission by conceptualizing infected human populations and Vibrio cholerae concentrations as interacting continuum fluids. The coupled system is governed by hyperbolic partial differential equations derived from conservation laws and implemented using a high-fidelity numerical scheme combining fifth-order Weighted Essentially Non-Oscillatory (WENO) spatial discretization with third-order Runge–Kutta temporal integration. Validated against the 2024 Lagos outbreak, our simulations accurately replicate outbreak progression, capturing the critical transition from homogeneous to heterogeneous spread patterns. Intervention analysis demonstrates that elevated disinfection strategies reduce both infection prevalence and spatial propagation velocity by approximately 50%. The model shows strong agreement with empirical data (MASE = 0.82), establishing its utility for designing targeted public health interventions in complex urban environments.
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