Examining spatiotemporal changing patterns of bike-sharing usage during COVID-19 pandemic.
Examining spatiotemporal changing patterns of bike-sharing usage during COVID-19 pandemic.
复制标题
DOI：
10.1016/j.jtrangeo.2021.102997
复制
发表时间：
2021-03
影响因子：
6.1
通讯作者：
Zhang L
中科院分区：
文献类型：
--
作者：
Hu S;Xiong C;Liu Z;Zhang L
The COVID-19 pandemic has led to a globally unprecedented change in human mobility. Leveraging two-year bike-sharing trips from the largest bike-sharing program in Chicago, this study examines the spatiotemporal evolution of bike-sharing usage across the pandemic and compares it with other modes of transport. A set of generalized additive (mixed) models are fitted to identify relationships and delineate nonlinear temporal interactions between station-level daily bike-sharing usage and various independent variables including socio-demographics, land use, transportation features, station characteristics, and COVID-19 infections. Results show: 1) the proportion of commuting trips is substantially lower during the pandemic; 2) the trend of bike-sharing usage follows an “increase-decrease-rebound” pattern; 3) bike-sharing presents as a more resilient option compared with transit, driving, and walking; 4) regions with more white, Asian, and fewer African-American residents are found to become less dependent on bike-sharing; 5) open space and residential areas exhibit less decrease and earlier start-to-recover time; 6) stations near the city center, with more docks, or located in high-income areas go from more increase before the pandemic to more decrease during the pandemic. Findings provide a timely understanding of bike-sharing usage changes and offer suggestions on how different stakeholders should respond to this unprecedented crisis.
登录
查看更多内容
影响因子：
5.2
作者：
Caspi, Or;Noland, Robert B.
通讯作者：
Noland, Robert B.
影响因子：
6.1
作者：
Faghih-Imani, Ahmadreza;Eluru, Naveen
通讯作者：
Eluru, Naveen
DOI：
10.1016/j.trip.2020.100121
发表时间：
2020-05-01
影响因子：
--
作者：
De Vos, Jonas
通讯作者：
De Vos, Jonas
DOI：
10.1016/j.trip.2020.100216
发表时间：
2020-09-01
影响因子：
--
作者：
Shamshiripour, Ali;Rahimi, Ehsan;Mohammadian, Abolfazl (Kouros)
通讯作者：
Mohammadian, Abolfazl (Kouros)
DOI：
10.1016/j.trip.2020.100141
发表时间：
2020-11-01
影响因子：
--
作者：
Bucsky, Peter
通讯作者：
Bucsky, Peter