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International Journal of Geographical Information Science Volume 34, 2020 - Issue 12
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Special section: Computational Movement Analysis

Understanding intra-urban human mobility through an exploratory spatiotemporal analysis of bike-sharing trajectories

Wenwen LiSchool of Geographical Sciences and Urban Planning, Arizona State University, Tempe, AZ, USACorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0003-2237-9499View further author information
ORCID Icon,
Shaohua WangSchool of Geographical Sciences and Urban Planning, Arizona State University, Tempe, AZ, USACorrespondence[email protected]
View further author information
,
Xiaoyi ZhangSchool of Geographical Sciences and Urban Planning, Arizona State University, Tempe, AZ, USAORCID Iconhttps://orcid.org/0000-0002-3097-0476View further author information
ORCID Icon,
Qingren JiaSchool of Geographical Sciences and Urban Planning, Arizona State University, Tempe, AZ, USAView further author information
&
Yuanyuan TianSchool of Geographical Sciences and Urban Planning, Arizona State University, Tempe, AZ, USAView further author information
Pages 2451-2474 | Received 10 Apr 2019, Accepted 03 Jan 2020, Published online: 05 Feb 2020

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Tianhong Zhao, Zhengdong Huang, Wei Tu, Filip Biljecki & Long Chen. (2023) Developing a multiview spatiotemporal model based on deep graph neural networks to predict the travel demand by bus. International Journal of Geographical Information Science 37:7, pages 1555-1581.
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Zhaomin Tong, Yi Zhu, Ziyi Zhang, Rui An, Yaolin Liu & Meng Zheng. (2023) Unravel the spatio-temporal patterns and their nonlinear relationship with correlates of dockless shared bikes near metro stations. Geo-spatial Information Science 26:3, pages 577-598.
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Chen Lu, Linjie Gao & Yuqiao Huang. (2023) Exploring travel patterns and static rebalancing strategies for dockless bike-sharing systems from multi-source data: a framework and case study. Transportation Letters 15:4, pages 336-349.
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Gabriela Nuri Barón. (2022) Identification of cycle lane priorities based on observed and potential cyclist trips using GIS, the case of the Metropolitan Area of Mendoza, Argentina. Urban, Planning and Transport Research 10:1, pages 412-432.
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Feng Gao, Shaoying Li, Zhangzhi Tan, Zhifeng Wu, Xiaoming Zhang, Guanping Huang & Ziwei Huang. (2021) Understanding the modifiable areal unit problem in dockless bike sharing usage and exploring the interactive effects of built environment factors. International Journal of Geographical Information Science 35:9, pages 1905-1925.
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Somayeh Dodge, Song Gao, Martin Tomko & Robert Weibel. (2020) Progress in computational movement analysis – towards movement data science. International Journal of Geographical Information Science 34:12, pages 2395-2400.
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Kuo Han, Jinlei Zhang, Xiaopeng Tian, Songsong Li & Chunqi Zhu. (2023) Meta-learning based passenger flow prediction for newly-operated stations. GeoInformatica.
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Xiaoyang Dong, Bin Zhang & Zhaohua Wang. (2023) Impact of land use on bike-sharing travel patterns: Evidence from large scale data analysis in China. Land Use Policy 133, pages 106852.
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Jesse Honkanen, Laura Leppänen & Harri Auvinen. (2023) Using flow analysis of bike-sharing system for finding spatiotemporal mobility patterns in Kuopio city region. Using flow analysis of bike-sharing system for finding spatiotemporal mobility patterns in Kuopio city region.
Yue Qin & Hassan A. Karimi. (2023) Evolvement patterns of usage in a medium-sized bike-sharing system during the COVID-19 pandemic. Sustainable Cities and Society 96, pages 104669.
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Hans-Heinrich Schumann, He Haitao & Mohammed Quddus. (2023) Passively generated big data for micro-mobility: State-of-the-art and future research directions. Transportation Research Part D: Transport and Environment 121, pages 103795.
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Xijie Xu, Jie Wang, Stefan Poslad, Xiaoping Rui, Guangyuan Zhang & Yonglei Fan. (2023) Exploring intra-urban human mobility and daily activity patterns from the lens of dockless bike-sharing: A case study of Beijing, China. International Journal of Applied Earth Observation and Geoinformation 122, pages 103442.
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Jerònia Cubells, Carme Miralles-Guasch & Oriol Marquet. (2023) E-scooter and bike-share route choice and detours: Modelling the influence of built environment and sociodemographic factors. Journal of Transport Geography 111, pages 103664.
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Rui Xin, Jian Yang, Bo Ai, Linfang Ding, Tingting Li & Ruoxin Zhu. (2023) Spatiotemporal analysis of bike mobility chain: A new perspective on mobility pattern discovery in urban bike-sharing system. Journal of Transport Geography 109, pages 103606.
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Yang Yang, Xin Shao, Yuting Zhu, Enjian Yao, Dongmei Liu & Feng Zhao. (2023) Short-Term Forecasting of Dockless Bike-Sharing Demand with the Built Environment and Weather. Journal of Advanced Transportation 2023, pages 1-13.
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Jerònia Cubells, Carme Miralles-Guasch & Oriol Marquet. (2023) Gendered travel behaviour in micromobility? Travel speed and route choice through the lens of intersecting identities. Journal of Transport Geography 106, pages 103502.
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Lujin Hu, Zheng Wen, Jian Wang & Jing Hu. (2022) Spatial Interaction Analysis of Shared Bicycles Mobility Regularity and Determinants: A Case Study of Six Main Districts, Beijing. ISPRS International Journal of Geo-Information 11:9, pages 477.
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Hung-Chi Liu & Jen-Jia Lin. (2022) Associations of built environments with spatiotemporal patterns of shared scooter use: A comparison with shared bike use. Transport Policy 126, pages 107-119.
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Xue Luo, Li Li, Lei Zhao & Jianfeng Lin. (2022) Dynamic Intra-Cell Repositioning in Free-Floating Bike-Sharing Systems Using Approximate Dynamic Programming. Transportation Science 56:4, pages 799-826.
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Rui Xin, Tinghua Ai, Linfang Ding, Ruoxin Zhu & Liqiu Meng. (2022) Impact of the COVID-19 pandemic on urban human mobility - A multiscale geospatial network analysis using New York bike-sharing data. Cities 126, pages 103677.
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Bakhtiar Feizizadeh, Davoud Omarzadeh, Ayyoob Sharifi, Abolfazl Rahmani, Tobia Lakes & Thomas Blaschke. (2022) A GIS-Based Spatiotemporal Modelling of Urban Traffic Accidents in Tabriz City during the COVID-19 Pandemic. Sustainability 14:12, pages 7468.
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Feng Gao, Shaoying Li, Zhangzhi Tan & Shunyi Liao. (2022) Visualizing the Spatiotemporal Characteristics of Dockless Bike Sharing Usage in Shenzhen, China. Journal of Geovisualization and Spatial Analysis 6:1.
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Aoyong Li, Pengxiang Zhao, Xintao Liu, Ali Mansourian, Kay W. Axhausen & Xiaobo Qu. (2022) Comprehensive comparison of e-scooter sharing mobility: Evidence from 30 European cities. Transportation Research Part D: Transport and Environment 105, pages 103229.
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Munairah Aljeri. (2022) Big Data-Driven Approach to Analyzing Spatio-Temporal Mobility Pattern. IEEE Access 10, pages 98414-98426.
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Beibei Hu, Zhenfang Zhong, Yanli Zhang, Yue Sun, Li Jiang, Xianlei Dong & Huijun Sun. (2022) Understanding the influencing factors of bicycle-sharing demand based on residents’ trips. Physica A: Statistical Mechanics and its Applications 586, pages 126472.
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Jinyu Chen, Haoran Zhang, Wenjing Li & Ryosuke Shibasaki. 2022. Big Data and Mobility as a Service. Big Data and Mobility as a Service 25 75 .
Ignacio Tiznado-Aitken, Jorge Fuenzalida-Izquierdo, Lake Sagaris & Rodrigo Mora. (2021) Using the five Ws to explore bikeshare equity in Santiago, Chile. Journal of Transport Geography 97, pages 103210.
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Qingqing Chen, I-Ting Chuang & Ate Poorthuis. (2021) Entangled footprints: Understanding urban neighbourhoods by measuring distance, diversity, and direction of flows in Singapore. Computers, Environment and Urban Systems 90, pages 101708.
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Zhenghua Hu, Kejie Huang, Enyou Zhang, Qi’ang Ge & Xiaoxue Yang. (2021) Rebalancing Strategy for Bike-Sharing Systems Based on the Model of Level of Detail. Journal of Advanced Transportation 2021, pages 1-15.
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Feng Gao, Shaoying Li, Zhangzhi Tan, Xiaoming Zhang, Zhipeng Lai & Ziling Tan. (2021) How Is Urban Greenness Spatially Associated with Dockless Bike Sharing Usage on Weekdays, Weekends, and Holidays?. ISPRS International Journal of Geo-Information 10:4, pages 238.
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May Yuan. (2020) GIS research to address tensions in geography . Singapore Journal of Tropical Geography 42:1, pages 13-30.
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