论文标题

针对Covid-19的旅游城市的可持续和弹性策略:一种基于代理的方法

Sustainable and resilient strategies for touristic cities against COVID-19: an agent-based approach

论文作者

D'Orazio, Marco, Bernardini, Gabriele, Quagliarini, Enrico

论文摘要

由于其经济对社区产生了经济影响,旅游城市将遭受19日紧急情况的困扰。第一个紧急阶段涉及对此类领域的广泛关闭,以支持“社会疏远”措施(即旅行限制;封锁了(过度)人群的活动)。在第二阶段,个人的风险降低策略(面罩)可以与“社会疏远”正确相关,以确保向游客重新开放旅游城市。仿真工具可以支持对风险降低措施的有效评估,以寻找重新启动活动的经济和社会最佳。这项工作修改了现有的基于代理的模型,以估算旅游区域中的病毒扩散,包括游客和居民的行为,运动和病毒对它们的影响,并根据概率方法对它们产生影响。根据国际卫生组织以及以前的实验数据校准,包括基于合并的接近和基于暴露时间的传染传播规则。根据与病毒相关的条件(即初始感染百分比)评估游客能力(基于“社会疏远”的措施)和其他策略(即面部面具实施)的影响。已经分析了代表重要案例研究的理想情况,以证明工具能力并比较这些解决方案的有效性。结果表明,“社会疏远”似乎在最高的感染率上更有效,尽管这代表了具有重要经济影响的极端措施。随着感染率降低,个人保护措施变得占主导地位(面膜面具),该措施将失去其全部效率(对社区)。该模型可以集成以考虑在与旅游相关的城市空间和设施(例如文化/休闲建筑物)(例如文化/休闲建筑物)上考虑其他重复的问题。

Touristic cities will suffer from COVID-19 emergency because of its economic impact on their communities. The first emergency phases involved a wide closure of such areas to support "social distancing" measures (i.e. travels limitation; lockdown of (over)crowd-prone activities). In the second phase, individual's risk-mitigation strategies (facial masks) could be properly linked to "social distancing" to ensure re-opening touristic cities to visitors. Simulation tools could support the effectiveness evaluation of risk-mitigation measures to look for an economic and social optimum for activities restarting. This work modifies an existing Agent-Based Model to estimate the virus spreading in touristic areas, including tourists and residents' behaviours, movement and virus effects on them according to a probabilistic approach. Consolidated proximity-based and exposure-time-based contagion spreading rules are included according to international health organizations and previous calibration through experimental data. Effects of tourists' capacity (as "social distancing"-based measure) and other strategies (i.e. facial mask implementation) are evaluated depending on virus-related conditions (i.e. initial infector percentages). An idealized scenario representing a significant case study has been analysed to demonstrate the tool capabilities and compare the effectiveness of those solutions. Results show that "social distancing" seems to be more effective at the highest infectors' rates, although represents an extreme measure with important economic effects. This measure loses its full effectiveness (on the community) as the infectors' rate decreases and individuals' protection measures become predominant (facial masks). The model could be integrated to consider other recurring issues on tourist-related fruition and schedule of urban spaces and facilities (e.g. cultural/leisure buildings).

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