A metapopulation model for chikungunya including populations mobility on a large-scale network

被引:22
|
作者
Moulay, Djamila [1 ]
Pigne, Yoann [2 ]
机构
[1] Normandy Univ, LMAH, Le Havre, France
[2] Normandy Univ, LITIS, Le Havre, France
关键词
Complex networks; Epidemiological models; Human mobility models; Metapopulation; MATHEMATICAL-MODEL; EPIDEMIC MODEL; VECTOR; SPREAD; PERSISTENCE; INFECTION; MOVEMENT; DISEASES; MOSQUITO;
D O I
10.1016/j.jtbi.2012.11.008
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
In this paper we study the influence of populations mobility on the spread of a vector-borne disease. We focus on the chikungunya epidemic event that occurred in 2005-2006 on the Reunion Island, Indian Ocean, France, and validate our models with real epidemic data from the event. We propose a metapopulation model to represent both a high-resolution patch model of the island with realistic population densities and also mobility models for humans (based on real-motion data) and mosquitoes. In this metapopulation network, two models are coupled: one for the dynamics of the mosquito population and one for the transmission of the disease. A high-resolution numerical model is created from real geographical, demographical and mobility data. The Island is modeled with an 18,000-nodes metapopulation network. Numerical results show the impact of the geographical environment and populations' mobility on the spread of the disease. The model is finally validated against real epidemic data from the Reunion event. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:129 / 139
页数:11
相关论文
共 50 条
  • [31] On Scale-Free Prior Distributions and Their Applicability in Large-Scale Network Inference with Gaussian Graphical Models
    Sheridan, Paul
    Kamimura, Takeshi
    Shimodaira, Hidetoshi
    COMPLEX SCIENCES, PT 1, 2009, 4 : 110 - 117
  • [32] Are fission-fusion dynamics consistent among populations? A large-scale study with Cape buffalo
    Wielgus, Elodie
    Cornelis, Daniel
    de Garine-Wichatitsky, Michel
    Cain, Bradley
    Fritz, Herve
    Miguel, Eve
    Valls-Fox, Hugo
    Caron, Alexandre
    Chamaille-Jammes, Simon
    ECOLOGY AND EVOLUTION, 2020, 10 (17): : 9240 - 9256
  • [33] The experimental validation of a large-scale compact tubular microalgae photobioreactor model
    Ribeiro, R. L. L.
    Vargas, J. V. C.
    Mariano, A. B.
    Ordonez, J. C.
    INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2017, 41 (14) : 2221 - 2235
  • [34] Establishment of quantity optimization model of large-scale medical equipment allocation
    Lu, Xiao-Qing
    Song, Li-Chuan
    Tian, Ru-Yu
    Information Technology Journal, 2013, 12 (20) : 5641 - 5645
  • [35] Large-Scale Network Community Detection Using Similarity-Guided Merge and Refinement
    Tunali, Volkan
    IEEE ACCESS, 2021, 9 : 78538 - 78552
  • [36] Hierarchical Bayesian Network Modeling Framework for Large-Scale Process Monitoring and Decision Making
    Chen, Guangjie
    Ge, Zhiqiang
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2020, 28 (02) : 671 - 679
  • [37] Emergence of modular structure in a large-scale brain network with interactions between dynamics and connectivity
    Stam, Cornelis J.
    Hillebrand, Arjan
    Wang, Huijuan
    Van Mieghem, Piet
    FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2010, 4
  • [38] Seeding baculovirus HpNPV in the epicentre populations of teak defoliator, Hyblaea puera to prevent large-scale outbreaks
    Bindu, T. N.
    Balakrishnan, Peroth
    Sajeev, T., V
    Sudheendrakumar, V. V.
    CURRENT SCIENCE, 2022, 122 (07): : 812 - 818
  • [39] A Redesign Decision Model for Large-Scale Complex Sustainment-Dominated Systems
    Classi, Cal C.
    Nowicki, David R.
    Dickens, John M.
    Glassburner, Aaron, V
    IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2023, 70 (10) : 3410 - 3420
  • [40] A Large-Scale Database and a CNN Model for Attention-Based Glaucoma Detection
    Li, Liu
    Xu, Mai
    Liu, Hanruo
    Li, Yang
    Wang, Xiaofei
    Jiang, Lai
    Wang, Zulin
    Fan, Xiang
    Wang, Ningli
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 2020, 39 (02) : 413 - 424