A review on bike-sharing: The factors affecting bike-sharing demand

E Eren, VE Uz - Sustainable cities and society, 2020 - Elsevier
This paper aimed to address the need for a comprehensive review on the factors affecting
bike-sharing demand to bridge the gaps by deepening the knowledge on weather, built …

Dockless bike-sharing systems: what are the implications?

Z Chen, D Van Lierop, D Ettema - Transport reviews, 2020 - Taylor & Francis
The emergence of dockless bike-sharing services has revolutionised bike-sharing markets
in recent years, and the dramatic growth of shared bike fleets in China, as well as their rapid …

Spatial associations of dockless shared e-scooter usage

O Caspi, MJ Smart, RB Noland - Transportation Research Part D: Transport …, 2020 - Elsevier
In this study, we explore the usage of e-scooter sharing services in Austin, Texas over about
a six-month period. The study is based on trip records of all the shared e-scooter operators …

Examining spatiotemporal changing patterns of bike-sharing usage during COVID-19 pandemic

S Hu, C **ong, Z Liu, L Zhang - Journal of transport geography, 2021 - Elsevier
The COVID-19 pandemic has led to a globally unprecedented change in human mobility.
Leveraging two-year bike-sharing trips from the largest bike-sharing program in Chicago …

Environmental benefits of bike sharing: A big data-based analysis

Y Zhang, Z Mi - Applied energy, 2018 - Elsevier
Bike sharing is a new form of transport and is becoming increasingly popular in cities around
the world. This study aims to quantitatively estimate the environmental benefits of bike …

Understanding the usage of dockless bike sharing in Singapore

Y Shen, X Zhang, J Zhao - International Journal of Sustainable …, 2018 - Taylor & Francis
ABSTRACT A new generation of bike-sharing services without docking stations is currently
revolutionizing the traditional bike-sharing market as it dramatically expands around the …

Bike sharing use in conjunction to public transport: Exploring spatiotemporal, age and gender dimensions in Oslo, Norway

L Böcker, E Anderson, TP Uteng… - … research part A: policy and …, 2020 - Elsevier
Bike sharing could provide a key role in a transition towards a less car dependent and more
sustainable, healthy and socially inclusive urban transport future. This paper investigates …

Predicting station-level hourly demand in a large-scale bike-sharing network: A graph convolutional neural network approach

L Lin, Z He, S Peeta - Transportation Research Part C: Emerging …, 2018 - Elsevier
This study proposes a novel Graph Convolutional Neural Network with Data-driven Graph
Filter (GCNN-DDGF) model that can learn hidden heterogeneous pairwise correlations …

Built environment effects on the integration of dockless bike-sharing and the metro

Y Guo, SY He - Transportation Research Part D: Transport and …, 2020 - Elsevier
Bike-sharing provides a convenient feeder mode for connecting to a metro and is believed to
be an efficient way to solve the first-and last-mile problem. Despite the increasing attention …

A spatiotemporal deep learning approach for citywide short-term crash risk prediction with multi-source data

J Bao, P Liu, SV Ukkusuri - Accident Analysis & Prevention, 2019 - Elsevier
The primary objective of this study is to investigate how the deep learning approach
contributes to citywide short-term crash risk prediction by leveraging multi-source datasets …