How Do Land Use, Built Environment and Transportation Facilities Affect Bike-Sharing Trip Destinations?
نویسندگان
چکیده
The purpose of this research is to investigate the effect land use, built environment and public transportation facilities’ locations on destinations bike-sharing trips in an urban setting. Several methods have been applied determine relationship between predicting variables trip destinations, such as ordinary least squares regression, spatial regression geographically weighted regression. Additionally, a comparison proposed models, count models random forest has conducted. data were collected Budapest, Hungary. It found that touristic points interest, healthcare educational positive impact destinations. Public stops for buses, trains trams attract users, which potential bike-and-ride system. Land use different effects destinations; mostly circular shape variation within structure city, residential, industrial, commercial zones. Other variables, road length water areas, form constraints Geographically performs better than forest. This study helps decision-makers origin-destination matrix based network use.
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ژورنال
عنوان ژورنال: Promet-traffic & Transportation
سال: 2023
ISSN: ['1848-4069', '0353-5320']
DOI: https://doi.org/10.7307/ptt.v35i1.67