Spatio-temporal synchronization of recurrent epidemics

被引:51
|
作者
He, DH [1 ]
Stone, L [1 ]
机构
[1] Tel Aviv Univ, Dept Zool, Biomath Unit, IL-69978 Tel Aviv, Israel
关键词
epidemics; epidemic models; synchronization; antiphase; shear; vaccination strategies;
D O I
10.1098/rspb.2003.2366
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Long-term spatio-temporal datasets of disease incidences have made it clear that many recurring epidemics, especially childhood infections, tend to synchronize in-phase across suburbs. In some special cases, epidemics between suburbs have been found to oscillate in an out-of-phase ('antiphase') relationship for lengthy periods. Here, we use modelling techniques to help explain the presence of in-phase and antiphase synchronization. The nonlinearity of the epidemic dynamics is often such that the intensity of the outbreak influences the phase of the oscillation thereby introducing 'shear', a factor that is found to be important for generating antiphase synchronization. By contrast, the coupling between suburbs via the immigration of infectives tends to enhance in-phase synchronization. The emerging synchronization depends delicately on these opposite factors. We use theoretical results from continuous time models to provide a framework for understanding the relationship between synchronization patterns for different model structures.
引用
收藏
页码:1519 / 1526
页数:8
相关论文
共 50 条
  • [21] Spatio-Temporal Wireless Traffic Prediction With Recurrent Neural Network
    Qiu, Chen
    Zhang, Yanyan
    Feng, Zhiyong
    Zhang, Ping
    Cui, Shuguang
    [J]. IEEE WIRELESS COMMUNICATIONS LETTERS, 2018, 7 (04) : 554 - 557
  • [22] Heterogeneous recurrent spiking neural network for spatio-temporal classification
    Chakraborty, Biswadeep
    Mukhopadhyay, Saibal
    [J]. FRONTIERS IN NEUROSCIENCE, 2023, 17
  • [23] Application of a Dynamic Recurrent Neural Network in Spatio-Temporal Forecasting
    Cheng, Tao
    Wang, Jiaqiu
    [J]. INFORMATION FUSION AND GEOGRAPHIC INFORMATION SYSTEMS, PROCEEDINGS, 2007, : 173 - +
  • [24] Natural gradient learning for spatio-temporal decorrelation: Recurrent network
    Choi, S
    Amari, S
    Cichocki, A
    [J]. IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2000, E83A (12) : 2715 - 2722
  • [25] Recurrent Prediction With Spatio-Temporal Attention for Crowd Attribute Recognition
    Li, Qiaozhe
    Zhao, Xin
    He, Ran
    Huang, Kaiqi
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 30 (07) : 2167 - 2177
  • [26] Passive synchronization of complex spatio-temporal switching networks with coupling delays
    Yao, Jing
    Guan, Zhi-Hong
    Xu, Wei-Sheng
    [J]. Shanghai Ligong Daxue Xuebao/Journal of University of Shanghai for Science and Technology, 2008, 30 (03): : 293 - 296
  • [27] Controlling and synchronization of spatio-temporal patterns of a globally coupled chaotic map
    Department of Physics, Univ. of Sci. and Technol. of China, Hefei, Anhui 230026, China
    [J]. Phys Lett Sect A Gen At Solid State Phys, 4-5 (217-224):
  • [28] Passive Synchronization of Complex Spatio-Temporal Switching Networks with Coupling Delays
    Yao, Jing
    Wang, Hua O.
    Jin, Xuemin
    [J]. 2009 IEEE CONTROL APPLICATIONS CCA & INTELLIGENT CONTROL (ISIC), VOLS 1-3, 2009, : 1605 - +
  • [29] Performance of initial synchronization schemes for WCDMA systems with spatio-temporal correlations
    Schmitt, L
    Grundler, T
    Schreyoegg, C
    Ascheid, G
    Meyr, H
    [J]. 2004 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-7, 2004, : 2530 - 2534
  • [30] Controlling and synchronization of spatio-temporal patterns of a globally coupled chaotic map
    Gong, XF
    Chen, H
    Li, FL
    [J]. PHYSICS LETTERS A, 1998, 237 (4-5) : 217 - 224