An agent-based modeling approach applied to the spread of cholera

被引:84
|
作者
Crooks, Andrew T. [1 ]
Hailegiorgis, Atesmachew B.
机构
[1] George Mason Univ, Ctr Social Complex, Fairfax, VA 22030 USA
关键词
Agent-based modeling; Geographical information systems; Disease modeling; Refugee camps; Cholera; PREDICTING ENDEMIC CHOLERA; VIBRIO-CHOLERAE; EPIDEMIC CHOLERA; DISEASE; CLIMATE; TRANSMISSION; DYNAMICS; REFUGEES; ELEMENT; SYSTEMS;
D O I
10.1016/j.envsoft.2014.08.027
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Cholera is an intestinal disease and is characterized by diarrhea and severe dehydration. While cholera has mainly been eliminated in regions that can provide clean water, adequate hygiene and proper sanitation; it remains a constant threat in many parts of Africa and Asia. Within this paper, we develop an agent-based model that explores the spread of cholera in the Dadaab refugee camp in Kenya. Poor sanitation and housing conditions contribute to frequent incidents of cholera outbreaks within this camp. We model the spread of cholera by explicitly representing the interaction between humans and their environment, and the spread of the epidemic using a Susceptible-Exposed-Infected-Recovered model. Results from the model show that the spread of cholera grows radially from contaminated water sources and seasonal rains can cause the emergence of cholera outbreaks. This modeling effort highlights the potential of agent-based modeling to explore the spread of cholera in a humanitarian context. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:164 / 177
页数:14
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