在COVID-19大流行之前,期间和之后的旅行:利用经验数据探索必要旅行的因素
Chao Yang1, Zhiyang Wan1, Quan Yuan1
1Urban Mobility Institute, the Key Laboratory of Road and Traffic Engineering, Ministry of Education at Tongji University, College of Transportation Engineering, Tongji University, 4800 Caoan Road, Shanghai 201804, PR China.
概括
由于COVID-19的封锁,旅行发生了重大变化,必需的旅行与医院和杂货店等资源密切相关. 了解这些模式可以改善城市规划和流行后的交通公平性.
科学领域:
- 城市规划 城市规划
- 运输 地理 交通 地理
- 流行病学 流行病学
背景情况:
- 随着COVID-19大流行,全球范围内实施了旅行限制,影响了人们的日常生活,需要隔离.
- 在大流行期间对旅行模式转变的研究仍然有限",必需旅行"概念未得到充分探索.
研究的目的:
- 通过使用出租车GPS数据,分析COVID-19流行期间城市旅行模式的变化.
- 调查不同流行病阶段的旅行需求,社会经济资源和必需旅行之间的关系.
主要方法:
- 利用了西安市 (2020年1月至4月) 的出租车GPS数据,涵盖了大流行前,期间和后的时期.
- 应用空间统计模型来识别影响旅行模式的因素.
- 根据服务类型定义了基本和非基本的社会经济资源.
主要成果:
- 旅游需求分布在所有时期都与社会经济资源和机会保持一致的相关性.
- 在紧急响应阶段,必需旅行与必需设施 (医院,杂货店) 密切相关.
结论:
- 旅游需求与基本社会经济资源的可用性密切相关.
- 调查结果可以指导当局确定必要的旅行目的地,以改善流行病后的公共交通和交通公平.
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