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Aug 30, 2023
Analysis of Urban Night Travel Characteristics and Influencing Factors Based on Taxi GPS Data
Authors: Qu Lei [email protected], Liu Yunfei [email protected], and Yu Tian [email protected]Author Affiliations
Publication: CICTP 2023
ABSTRACT
With the development of nighttime economy, residents’ demand for nighttime travel is increasing. In order to explore the influence factors that affect residents’ travel demand at night and to analyze its mechanism and the influence of spatial spillover effect, this article on the basis of Xi’an taxi GPS data, using the POI data representation of urban built environment characteristics, using spatial Doberman model to explore the influence factors of nocturnal and spatial spillover effects. The results show that different land use properties have different impacts on night travel demand, and this impact has significant spatial heterogeneity.
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Published online: Aug 30, 2023
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ASCE Technical Topics:
- Analysis (by type)
- Buildings
- Business management
- Data analysis
- Economic factors
- Engineering fundamentals
- Infrastructure
- Methodology (by type)
- Practice and Profession
- Public transportation
- Research methods (by type)
- Spatial analysis
- Spatial data
- Structural engineering
- Structures (by type)
- Taxis
- Traffic engineering
- Transportation engineering
- Travel demand
- Urban and regional development
- Urban areas
Authors
Affiliations
1School of Traffic and Transportation Engineering, Xinjiang Univ., Shuimogou District, Urumqi, Xinjiang, China. Email: [email protected]
2Xinjiang Transportation Planning Survey and Design Institute Co. Ltd. Email: [email protected]
3Xinjiang Transportation Planning Survey and Design Institute Co. Ltd. Email: [email protected]
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Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.