[HTML][HTML] Investigating the temporal differences among bike-sharing users through comparative analysis based on count, time series, and data mining models

A Jaber, B Csonka - Alexandria Engineering Journal, 2023 - Elsevier
Bike-sharing services provide easy access to environmentally-friendly mobility reducing
congestion in urban areas. Increasing demand requires highly service planning methods …

Modeling bike-sharing demand using a regression model with spatially varying coefficients

X Wang, Z Cheng, M Trépanier, L Sun - Journal of Transport Geography, 2021 - Elsevier
As an emerging mobility service, bike-sharing has become increasingly popular around the
world. A critical question in planning and designing bike-sharing services is to know how …

Deep trip generation with graph neural networks for bike sharing system expansion

Y Liang, F Ding, G Huang, Z Zhao - Transportation Research Part C …, 2023 - Elsevier
Bike sharing is emerging globally as an active, convenient, and sustainable mode of
transportation. To plan successful bike-sharing systems (BSSs), many cities start from a …

[HTML][HTML] Passively generated big data for micro-mobility: State-of-the-art and future research directions

HH Schumann, H Haitao, M Quddus - Transportation Research Part D …, 2023 - Elsevier
The sharp rise in popularity of micro-mobility poses significant challenges in terms of
ensuring its safety, addressing its social impacts, mitigating its environmental effects, and …

Integrating street view images and deep learning to explore the association between human perceptions of the built environment and cardiovascular disease in older …

J Xu, Y Liu, Y Liu, R An, Z Tong - Social Science & Medicine, 2023 - Elsevier
Understanding how built environment attributes affect health remains important. While many
studies have explored the objective characteristics of built environments that affect health …

How do land use, built environment and transportation facilities affect bike-sharing trip destinations?

A Jaber, B Csonka - Promet-Traffic&Transportation, 2023 - hrcak.srce.hr
Sažetak The purpose of this research is to investigate the effect of land use, built
environment and public transportation facilities' locations on destinations of bike-sharing …

Geographically weighted poisson regression under linear model of coregionalization assistance: Application to a bicycle crash study

S Ji, Y Wang, Y Wang - Accident Analysis & Prevention, 2021 - Elsevier
While cycling benefits individuals and society, cyclists are vulnerable road users, and their
safety concerns arouse more macro-level spatial crash studies. Our study intends to …

Analysis of spatial interactions among shared e-scooters, shared bikes, and public transit

M Lu, EJ Traut, S Ilgin Guler, X Hu - Journal of Intelligent …, 2023 - Taylor & Francis
Shared bikes, shared e-scooters, and public transit make up most public transportation
modes in big cities. Their combination can provide a convenient, efficient, and flexible multi …

Spatial variations in the associations of surface water quality with roads and traffic across an urbanization gradient in northern Georgia, USA

J Tu - Environmental Science and Pollution Research, 2023 - Springer
Roads and traffic are important elements of urbanization, but their spatial associations with
surface water quality in watersheds have been seldom studied. In this study, the spatially …

Volunteered geographical information and recreational uses within metropolitan and rural contexts

T Santos, R Nogueira Mendes… - … International Journal of …, 2022 - mdpi.com
Data obtained through Volunteered Geographical Information (VGI) have gradually been
used to monitor and support planning mainly in urban contexts. Regarding recreational …