Analysis of the influence of weather factors on the transfer volume between shared bicycles and public transport

Zhenlong Fan; Hongtao Zhang; Zhihai Fan; Peng Liu

doi:10.1117/12.3015731

20 February 2024 Analysis of the influence of weather factors on the transfer volume between shared bicycles and public transport

Zhenlong Fan, Hongtao Zhang, Zhihai Fan, Peng Liu

Author Affiliations +

Proceedings Volume 13064, Seventh International Conference on Traffic Engineering and Transportation System (ICTETS 2023); 130642X (2024) https://doi.org/10.1117/12.3015731
Event: 7th International Conference on Traffic Engineering and Transportation System (ICTETS 2023), 2023, Dalian, China

Abstract

Weather is one of the important factors affecting the use of shared bicycles. This paper uses the initial data of shared bicycles and the geographical location relationship of public transportation stations to extract the transfer volume between shared bicycles and public transportation, and builds an autoregressive model of weather factors and transfer volumes. The research results show that the weather has a greater impact on the transfer volume between shared bicycles and public transportation than the total travel volume; the impact of weather factors on short-distance transfers of shared bicycles is greater than that of long-distance transfers. The above findings are helpful for the operation and management of shared bicycles, rationally dispatching shared bicycles in adverse weather, and promoting low-carbon travel.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Zhenlong Fan, Hongtao Zhang, Zhihai Fan, and Peng Liu "Analysis of the influence of weather factors on the transfer volume between shared bicycles and public transport", Proc. SPIE 13064, Seventh International Conference on Traffic Engineering and Transportation System (ICTETS 2023), 130642X (20 February 2024); https://doi.org/10.1117/12.3015731

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