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Hotspots Identification and Classification of Dockless Bicycle Sharing Service under Electric Fence Circumstances
2022
Journal of Advanced Transportation
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Dockless bicycle sharing is one of the low-carbon transportation modes towards sustainable mobilities. ...
Based on the demand and land use characteristics, parking management schemes and policy implications are proposed. ...
Since the birth of the first generation of bike-sharing program "White Bike" in Amsterdam in 1965, BS has undergone several system updates [1] . e original bike-sharing systems were mainly docked ones ...
doi:10.1155/2022/5218254
fatcat:qqsjd2whjnfbfom7spfftgjliy
Demand And/oR Equity (DARE) method for planning bike-sharing
2021
Transportation Research Part D: Transport and Environment
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A B S T R A C T Most bike-sharing systems in cities aim to maximize demand, an approach that tends to inadvertently favor wealthier neighborhoods. ...
This method allows decision-makers to build scenarios for allocating infrastructure based on their desired fairness criterion, and can also be applied to other shared modes or public transport. ...
Hybrid systems share advantages of dockless and docked systems (Yanocha et al., 2018) but have not been studied in great depth. ...
doi:10.1016/j.trd.2021.102914
fatcat:j6nkwyu54zhotdkhasycs6mlou
Trip purpose identification of docked bike-sharing from IC card data using a continuous hidden Markov model
2020
IEEE Access
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The IC card data of docked bike-sharing usage in Nanjing, China is used to interpret the specific steps of the proposed model. ...
It is different from the previous supervised learning algorithm based on personal travel questionnaire, the aim of this study is to develop an unsupervised learning methodology to estimate the docked bike-sharing ...
Since the docked bike-sharing project started in 1960s, after 40 years of continuous improvement, it has developed rapidly all over the world, and the research on the docked bike-sharing system has formed ...
doi:10.1109/access.2020.3026685
fatcat:d2ofwpj5cjerbofm3egcqqxrim
Should bike sharing continue operating during the COVID-19 pandemic? Empirical findings from Nanjing, China
[article]
2020
arXiv
pre-print
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Men and older adults are more dependent on bike sharing systems. Besides, the trip decrease reduces user contact and increases idle bikes. ...
Based on the trip data of bike sharing in Nanjing, China, this study analyzes the travel demand and operation management before and after the pandemic outbreak from the perspective of stations, users, ...
., Ltd. and Nanjing Transportation Bureau for providing the data used in this study. ...
arXiv:2012.02946v1
fatcat:773silaf7rda7nna2ap26grk4e
Analysis of Spatial-temporal Behavior Pattern of the Share Bike Usage during COVID-19 Pandemic in Beijing
[article]
2021
arXiv
pre-print
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In this paper, we present a human mobility analyzing framework} based on BSS data, which examines the spatiotemporal characteristics of share bike users, detects the key time nodes of different pandemic ...
The widely used Bike Sharing System (BSS) can characterize the activities of urban dwellers over time & space in big cities but is rarely reported in epidemiological research. ...
Thanks to the rapid development of GIS-and IoT-based system, the 3rd-generation BSS (a.k.a freefloating/dockless BSS) emerges in China in 2015. ...
arXiv:2004.12340v5
fatcat:6hwei5hyx5djdp74hqj6f7ommq
Analysis of spatiotemporal mobility of shared‐bike usage during COVID‐19 pandemic in Beijing
2021
Transactions on GIS
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The widely used bike-sharing system (BSS) could illustrate the activities of urban dwellers over time and space in big cities; however, it is rarely reported in epidemiological research. ...
Our results demonstrate that the pandemic has reduced overall bike usage by 64.8%; however, a subsequent average increase (15.9%) in shared-bike usage has been observed, suggesting partial recovery of ...
Kaggle organized a competition for predicting shared-bike demand (https://www.kaggle.com/c/bike-shari ng-demand) based on limited entries. ...
doi:10.1111/tgis.12784
pmid:34899032
pmcid:PMC8646262
fatcat:26re6gqafvatzc2ret33ev3vgi
Transportation Modeling
[chapter]
2021
The Urban Book Series
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These include changes in: travel behavior; transportation system performance; the data available for model development and application; and modeling methods. ...
network operations and the regulation of system performance. ...
Vehicles usually are parked at designated stations (parking lots, bike-share docking stations, etc.), but dockless systems increasingly exist, in which the car, bike, e-scooter, etc., can be left anywhere ...
doi:10.1007/978-981-15-8983-6_47
fatcat:nr3c27gyvjhqznw666k45khbcq
Editorial Special Issue on AI Innovations in Intelligent Transportation Systems
2022
IEEE transactions on intelligent transportation systems (Print)
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In [A16] , Jiang et al. propose a probabilistic-trip-based destination prediction method named P3M in the dockless bike-sharing system. ...
P3M uses POIs as virtual docks to tackle the absence of docks and uses the statistical features of previous records to deal with sparsity. ...
doi:10.1109/tits.2022.3152067
fatcat:w5qyxfyp7zfzjckdkhsmddvzwm
Impact of E-Scooters on Pedestrian Safety: A Field Study Using Pedestrian Crowd-Sensing
[article]
2020
arXiv
pre-print
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This first-of-its-kind work provides a preliminary blueprint on how crowd-sensed micromobility data can enable safety-related studies in urban communities. ...
In this work, we conduct a field study to empirically investigate crowd-sensed encounter data between e-scooters and pedestrian participants on two urban university campuses over a three-month period. ...
Depending on the vehicle form-factor and target market, service providers may offer their vehicles in either a docked or a dockless model. ...
arXiv:1908.05846v4
fatcat:ffln46qusvcvfflbkyhseeoaqm
Emerging transport solutions and their contributions towards sustainable rural transport systems
2021
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Although research on emerging transport solutions and their impact on transport systems has mainly been conducted in urban areas and in the context of smart cities, knowledge of how to implement suitable ...
With the help of the literature on socio-technical transitions, this research seeks to better understand the potentials of these emerging transport solutions for more sustainable rural transport systems ...
The economics of regulating ride-hailing and dockless bike doi.org/10.1016/j.retrec.2017.03.005. share. In International transport Forum discussion papers. https://doi.org/10.1787/ 2baf35bd-en. ...
doi:10.48549/3132
fatcat:7ta3hrgjmjgvlbgn47pt5vnxm4