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Spatial-Temporal Heterogeneity and Built Environment Nonlinearity in Inconsiderate Parking of Dockless Bike-Sharing

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References

2015Effects of built environment and weather on bike sharing demand: a station level analysis of commercial bike sharing in Toronto570 cited
2018Environmental benefits of bike sharing: A big data-based analysis508 cited
2014How land-use and urban form impact bicycle flows: evidence from the bicycle-sharing system (BIXI) in Montreal486 cited
2018Applying gradient boosting decision trees to examine non-linear effects of the built environment on driving distance in Oslo446 cited
2020Built environment effects on the integration of dockless bike-sharing and the metro324 cited
2016Bikeshare trip generation in New York City258 cited
2016Exploring the impact of built environment factors on the use of public bikes at bike stations: Case study in Zhongshan, China258 cited
2020A comparison in travel patterns and determinants of user demand between docked and dockless bike-sharing systems using multi-sourced data243 cited
2016Incorporating the impact of spatio-temporal interactions on bicycle sharing system demand: A case study of New York CitiBike system235 cited
2018To be or not to be dockless: Empirical analysis of dockless bikeshare development in China234 cited
2016How does our natural and built environment affect the use of bicycle sharing?215 cited
2015Analysing bicycle-sharing system user destination choice preferences: Chicago’s Divvy system199 cited
2019Unravel the landscape and pulses of cycling activities from a dockless bike-sharing system

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188 cited

2020Prediction of probable backorder scenarios in the supply chain using Distributed Random Forest and Gradient Boosting Machine learning techniques167 cited

2020Exploring travel patterns and trip purposes of dockless bike-sharing by analyzing massive bike-sharing data in Shanghai, China154 cited

2021Nonlinear effects of built environment on intermodal transit trips considering spatial heterogeneity145 cited

Cited by

2024Changes in visitor behaviour across COVID-19 pandemic: Unveiling urban visitation dynamics and non-linear relationships with the built environment using mobile big data18 cited
2024How does the built environment affect the usage efficiency of dockless-shared bicycle? An exploration of time-varying nonlinear relationships17 cited
2024Examining the impact of station location on dockless bikesharing-metro integration: Evidence from Beijing10 cited
2025Investigating user preferences for dockless bike- and electric bike-sharing through tracking usage patterns10 cited
2024Spatially Varying Effect Mechanism of Intermodal Connection on Metro Ridership: Evidence from a Polycentric Megacity with Multilevel Ring Roads8 cited
2024What limits improper bike-sharing parking most: Penalties or incentives? Findings from an online behavioral experiment7 cited