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空间化城市健康脆弱性:在COVID-19期间对纽约市关键基础设施的分析
Gayatri Kawlra1, Kazuki Sakamoto1
1Columbia University, USA.
概括
关键基础设施,如交通和杂货店,显著影响新冠病毒 (COVID-19) 在纽约市的社区传播. 了解城市卫生脆弱性需要包括密集的城市地区的基础设施接入.
科学领域:
- 城市规划是城市规划.
- 公共卫生 公共卫生
- 流行病学 流行病学
背景情况:
- 冠状病毒 (COVID-19) 爆发突显了城市环境中疾病传播的差异.
- 关键基础设施在影响社区层面疾病传播方面的作用仍未得到充分研究.
研究的目的:
- 调查关键基础设施碎片化对纽约市社区COVID-19传播的影响.
- 分析基本服务的空间布局如何影响病毒传播模式.
主要方法:
- 员工监督机器学习和空间回归建模.
- 分析了COVID-19病例在关键基础设施位置 (医疗保健,交通,食品,开放空间) 的地理分布.
主要成果:
- 关键基础设施的位置和可访问性是塑造COVID-19传播空间差异的重要因素.
- 邮政编码层面的COVID-19风险受社会人口因素,流行病学风险和基础设施可用性的影响.
结论:
- 没有纳入关键基础设施指标,对城市健康脆弱性的分析是不完整的.
- 建筑环境的空间配置对于理解和减轻密集的城市环境中的公共卫生危机至关重要.
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