Individual-based modelling and control of bovine brucellosis
Author(s) -
Erivelton G. Nepomuceno,
Alípio Monteiro Barbosa,
Marcos Xavier Silva,
Matjaž Perc
Publication year - 2018
Publication title -
royal society open science
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.84
H-Index - 51
ISSN - 2054-5703
DOI - 10.1098/rsos.180200
Subject(s) - flowchart , population , herd , computer science , brucellosis , process (computing) , control (management) , culling , econometrics , mathematics , ecology , biology , veterinary medicine , artificial intelligence , medicine , environmental health , programming language , operating system
We present a theoretical approach to control bovine brucellosis. We have used individual-based modelling, which is a network-type alternative to compartmental models. Our model thus considers heterogeneous populations, and spatial aspects such as migration among herds and control actions described as pulse interventions are also easily implemented. We show that individual-based modelling reproduces the mean field behaviour of an equivalent compartmental model. Details of this process, as well as flowcharts, are provided to facilitate the reproduction of the presented results. We further investigate three numerical examples using real parameters of herds in the São Paulo state of Brazil, in scenarios which explore eradication, continuous and pulsed vaccination and meta-population effects. The obtained results are in good agreement with the expected behaviour of this disease, which ultimately showcases the effectiveness of our theory.
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