Modelling the effect of urbanization on the transmission of an infectious disease | |
Zhang, Ping1,2,3; Atkinson, Peter M.4 | |
刊名 | Mathematical biosciences |
2008 | |
卷号 | 211期号:1页码:166-185 |
关键词 | Ca land use development model Population projection matrix model Ca epidemic model Urbanization Infectious disease transmission |
ISSN号 | 0025-5564 |
DOI | 10.1016/j.mbs.2007.10.007 |
通讯作者 | Zhang, ping(gracezp2004@yahoo.com.cn) |
英文摘要 | This paper models the impact of urbanization on infectious disease transmission by integrating a ca land use development model, population projection matrix model and ca epidemic model in s-plus. the innovative feature of this model lies in both its explicit treatment of spatial land use development, demographic changes, infectious disease transmission and their combination in a dynamic, stochastic model. heuristically-defined transition rules in cellular automata (ca) were used to capture the processes of both land use development with urban sprawl and infectious disease transmission. a population surface model and dwelling distribution surface were used to bridge the gap between urbanization and infectious disease transmission. a case study is presented involving modelling influenza transmission in southampton, a dynamically evolving city in the uk. the simulation results for southampton over a 30-year period show that the pattern of the average number of infection cases per day can depend on land use and demographic changes. the modelling framework presents a useful tool that may be of use in planning applications. (c) 2007 elsevier inc. all rights reserved. |
WOS关键词 | CELLULAR-AUTOMATON MODEL ; EPIDEMIOLOGIC MODELS ; URBAN-GROWTH ; LAND ; SIMULATION ; EPIDEMICS ; DYNAMICS ; HEALTH ; PROPAGATION ; VACCINATION |
WOS研究方向 | Life Sciences & Biomedicine - Other Topics ; Mathematical & Computational Biology |
WOS类目 | Biology ; Mathematical & Computational Biology |
语种 | 英语 |
出版者 | ELSEVIER SCIENCE INC |
WOS记录号 | WOS:000253029900009 |
内容类型 | 期刊论文 |
URI标识 | http://www.corc.org.cn/handle/1471x/2391499 |
专题 | 中国科学院大学 |
通讯作者 | Zhang, Ping |
作者单位 | 1.Jilin Univ, Geoexplorat Sci & Technol Coll, Changchun 130024, Peoples R China 2.Chinese Acad Sci, Northeast Geog & Agr Ecol Inst, Beijing 100864, Peoples R China 3.Chinese Acad Sci, Grad Univ, Beijing, Peoples R China 4.Univ Southampton, Sch Geog, Southampton SO17 1BJ, Hants, England |
推荐引用方式 GB/T 7714 | Zhang, Ping,Atkinson, Peter M.. Modelling the effect of urbanization on the transmission of an infectious disease[J]. Mathematical biosciences,2008,211(1):166-185. |
APA | Zhang, Ping,&Atkinson, Peter M..(2008).Modelling the effect of urbanization on the transmission of an infectious disease.Mathematical biosciences,211(1),166-185. |
MLA | Zhang, Ping,et al."Modelling the effect of urbanization on the transmission of an infectious disease".Mathematical biosciences 211.1(2008):166-185. |
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