Computational decision-support tools for urban design to improve resilience against COVID-19 and other infectious diseases: A systematic review

被引:9
|
作者
Yang, Liu [1 ,2 ,8 ]
Iwami, Michiyo [3 ]
Chen, Yishan [4 ]
Wu, Mingbo [5 ,6 ]
van Dam, Koen H. [7 ]
机构
[1] Southeast Univ, Sch Architecture, Nanjing, Peoples R China
[2] Southeast Univ, Res Ctr Urban Design, Nanjing, Peoples R China
[3] Imperial Coll London, Fac Med, Dept Infect Dis, London, England
[4] China IPPR Int Engn CO LTD, Architecture & Urban Design Res Ctr, Beijing, Peoples R China
[5] Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing, Peoples R China
[6] Univ Chinese Acad Sci, Beijing, Peoples R China
[7] Imperial Coll London, Ctr Proc Syst Engn, Dept Chem Engn, London, England
[8] Southeast Univ, Sch Architecture, Si Pai Lou 2, Nanjing 210096, Jiangsu, Peoples R China
基金
中国博士后科学基金;
关键词
Urban design; Urban planning; Decision -support tool; COVID-19; Infectious disease; Computer modelling; Resilience; VIRUS TRANSMISSION; EPIDEMIC; NETWORK; CITIES; FLATS; MODEL;
D O I
10.1016/j.progress.2022.100657
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The COVID-19 pandemic highlighted the need for decision-support tools to help cities become more resilient to infectious diseases. Through urban design and planning, non-pharmaceutical interventions can be enabled, impelling behaviour change and facilitating the construction of lower risk buildings and public spaces. Computational tools, including computer simulation, statistical models, and artificial intelligence, have been used to support responses to the current pandemic as well as to the spread of previous infectious diseases. Our multidisciplinary research group systematically reviewed state-of-the-art literature to propose a toolkit that employs computational modelling for various interventions and urban design processes. We selected 109 out of 8,737 studies retrieved from databases and analysed them based on the pathogen type, transmission mode and phase, design intervention and process, as well as modelling methodology (method, goal, motivation, focus, and indication to urban design). We also explored the relationship between infectious disease and urban design, as well as computational modelling support, including specific models and parameters. The proposed toolkit will help designers, planners, and computer modellers to select relevant approaches for evaluating design decisions depending on the target disease, geographic context, design stages, and spatial and temporal scales. The findings herein can be regarded as stand-alone tools, particularly for fighting against COVID-19, or be incorporated into broader frameworks to help cities become more resilient to future disasters.
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页数:28
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