Chapter
Aug 30, 2023

Analysis of Urban Night Travel Characteristics and Influencing Factors Based on Taxi GPS Data

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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Go to CICTP 2023
CICTP 2023
Pages: 2320 - 2328

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Published online: Aug 30, 2023

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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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