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Exploring usage pattern variation of free-floating bike-sharing from a night travel perspective

التفاصيل البيبلوغرافية
العنوان: Exploring usage pattern variation of free-floating bike-sharing from a night travel perspective
المؤلفون: Senbin Yu, Xianke Han, Ling Liu, Gehui Liu, Minghui Cheng, Yu Ke, Lili Li
المصدر: Scientific Reports, Vol 14, Iss 1, Pp 1-15 (2024)
بيانات النشر: Nature Portfolio, 2024.
سنة النشر: 2024
المجموعة: LCC:Medicine
LCC:Science
مصطلحات موضوعية: Free-floating bike sharing, Usage pattern, Night travel, Built-environmental effect, Temporal-spatial distribution, Medicine, Science
الوصف: Abstract Free-floating bike sharing (FFBS) attracts increasing research focusing on usage patterns, determining factors, and integrated transportation. However, existing researchers tend to overlook the variation in usage characteristics over various time ranges, particularly the usage pattern at night. This paper is conducted to fill the gap through a series of analysis approaches on FFSB in Beijing. The characteristics of the usage pattern, including time-varying usage and traveling distance distributions, are initially illustrated. Subsequently, the spatial patterns of FFBS are visualized and thoroughly analyzed in different time ranges and origin-destination (O-D) flows. A statistical model evaluating the environmental effects of FFBS trips revealed the source of FFBS usage. In addition to focusing on the nighttime, the usage patterns varying day and night are compared through the analysis. The findings explain the usage pattern variation and the unique pattern at night, providing valuable insight for improving the management of the FFBS system.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 2045-2322
Relation: https://doaj.org/toc/2045-2322
DOI: 10.1038/s41598-024-66564-2
URL الوصول: https://doaj.org/article/96698bf1710d40f2a170a8fb0a2069c5
رقم الانضمام: edsdoj.96698bf1710d40f2a170a8fb0a2069c5
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:20452322
DOI:10.1038/s41598-024-66564-2