A spatially explicit agent-based modeling approach for the spread of Cutaneous Leishmaniasis disease in central Iran, Isfahan

被引:19
作者
Rajabi, Mohammadreza [1 ]
Pilesjo, Petter [1 ]
Shirzadi, Mohammad Reza [2 ]
Fadaei, Reza [3 ]
Mansourian, Ali [1 ]
机构
[1] Lund Univ, Dept Phys Geog & Ecosyst Sci, GIS Ctr, Lund, Sweden
[2] Minist Hlth, Ctr Communicable Dis Control, Zoonoses Control Dept, Tehran, Iran
[3] Isfahan Univ Med Sci, Infect Dis & Trop Med Res Ctr, Esfahan, Iran
关键词
Cutaneous Leishmaniasis; Agent-based model; Disease modeling; Socio-ecological interactions; SAND FLIES DIPTERA; VECTOR-BORNE DISEASES; ENVIRONMENTAL-FACTORS; RISK; PSYCHODIDAE; FOCUS; EPIDEMIOLOGY; DYNAMICS; DISTRIBUTIONS; UNCERTAINTY;
D O I
10.1016/j.envsoft.2016.04.006
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Cutaneous Leishmaniasis (CL) is an endemic vector-borne disease in the Middle East and a worldwide public health problem. The spread of CL is highly associated with the socio-ecological interactions of vectors, hosts and the environment. The heterogeneity of these interactions has hindered CL modeling for healthcare preventive measures in endemic areas. In this study, an agent-based model (ABM) is developed to simulate the dynamics of CL spread based on a Geographic Automata System (GAS). A Susceptible-Exposed-Infected-Recovered (SEIR) approach together with Bayesian modeling has been applied in the ABM to explore the spread of CL. The model is then adapted locally for Isfahan Province, an endemic area in central Iran. The results from the model indicate that desertification areas are the main origin of CL, and riverside population centers have the potential to host more sand fly exposures and should receive more preventive measures from healthcare authorities. The results also show that healthcare service accessibility prevented exposures from becoming infected and areas with new inhabitants experienced more infections from same amount of sand fly exposures. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:330 / 346
页数:17
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