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Geo-spatial Information Science Volume 25, 2022 - Issue 2
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Research Article

Exploring metro vibrancy and its relationship with built environment: a cross-city comparison using multi-source urban data

Wei Tua Guangdong Key Laboratory of Urban Informatics, and Shenzhen Key Laboratory of Spatial Smart Sensing and Service, School of Architecture and Urban Planning, Shenzhen University, Shenzhen, China;b Ministry of Natural Resources (MNR) Key Laboratory for Geo-Environmental Monitoring of Great Bay Area, Shenzhen University, Shenzhen, ChinaORCID Iconhttps://orcid.org/0000-0002-0255-4037View further author information
ORCID Icon,
Tingting Zhua Guangdong Key Laboratory of Urban Informatics, and Shenzhen Key Laboratory of Spatial Smart Sensing and Service, School of Architecture and Urban Planning, Shenzhen University, Shenzhen, ChinaView further author information
,
Chen Zhongc The Bartlett Centre for Advanced Spatial Analysis (CASA), University College London (UCL), London, UKCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0003-3582-1266View further author information
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Xiaohu Zhangd Department of Urban Planning and Design, The University of Hong Kong, Hong Kong, ChinaView further author information
,
Yang Xue Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hong Kong SAR, ChinaORCID Iconhttps://orcid.org/0000-0003-3898-022XView further author information
ORCID Icon &
Qingquan Lia Guangdong Key Laboratory of Urban Informatics, and Shenzhen Key Laboratory of Spatial Smart Sensing and Service, School of Architecture and Urban Planning, Shenzhen University, Shenzhen, China;b Ministry of Natural Resources (MNR) Key Laboratory for Geo-Environmental Monitoring of Great Bay Area, Shenzhen University, Shenzhen, ChinaView further author information
Pages 182-196 | Received 23 Dec 2020, Accepted 17 Oct 2021, Published online: 03 Dec 2021

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Zishuo Liu, Haishan Xia & Tong Zhang. (2024) A review of research methods on the coupling relationship between urban rail transit and urban space: revealing spatiotemporal relationships through big data. International Journal of Digital Earth 17:1.
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Luoan Yang, Baolei Zhang, Xiaobo Zhang, Shumin Zhang & Le Yin. (2023) Exploring the spatial correlation between accessibility to urban vibrancy centers and housing price from a time-dynamic perspective. GIScience & Remote Sensing 60:1.
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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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Yijing Li, Qunshan Zhao & Chen Zhong. (2022) GIS and urban data science. Annals of GIS 28:2, pages 89-92.
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Articles from other publishers (9)

Xiana Chen, Junxian Yu, Yingying Zhu, Ruonan Wu & Wei Tu. (2023) Short video-driven deep perception for city imagery. Environment and Planning B: Urban Analytics and City Science 51:3, pages 689-704.
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Zheng Yi, Zhehao Zhang & Haiming Wang. (2024) Measuring metro station area's TODness : An exploratory study of Shenyang based on multi‐source urban data . Transactions in GIS.
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Zhikun Ding, Liwei Luo, Xinrui Wang, Yongqi Liu, Wei Zhang & Huanyu Wu. (2023) An Artificial Intelligence-Based Method for Crack Detection in Engineering Facilities around Subways. Applied Sciences 13:19, pages 11002.
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Zhiwei Zeng, Yilei Li & Hui Tang. (2023) Multidimensional Spatial Driving Factors of Urban Vitality Evolution at the Subdistrict Scale of Changsha City, China, Based on the Time Series of Human Activities. Buildings 13:10, pages 2448.
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Feng Gao, Xingdong Deng, Shunyi Liao, Yang Liu, Hongbao Li, Guanyao Li & Wangyang Chen. (2023) Portraying business district vibrancy with mobile phone data and optimal parameters-based geographical detector model. Sustainable Cities and Society 96, pages 104635.
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Jianpo Wang, Meng Zhao, Teng Ai, Qushun Wang & Yufan Liu. (2023) Revealing the Influence of the Fine-Scale Built Environment on Urban Rail Ridership with a Semiparametric GWPR Model. ISPRS International Journal of Geo-Information 12:6, pages 218.
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Bingjie Yu, Xu Cui, Hong Li, Pinyang Luo, Runze Liu & Tian Yang. (2022) TOD and vibrancy: The spatio-temporal impacts of the built environment on vibrancy. Frontiers in Environmental Science 10.
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Hongyu Gong, Xiaozihan Wang, Zihao Wang, Ziyi Liu, Qiushan Li & Yunhan Zhang. (2022) How Did the Built Environment Affect Urban Vibrancy? A Big Data Approach to Post-Disaster Revitalization Assessment. International Journal of Environmental Research and Public Health 19:19, pages 12178.
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Bingjie Yu, Xu Cui, Runze Liu, Pinyang Luo, Fangzhou Tian & Tian Yang. (2022) Intergenerational differences in the urban vibrancy of TOD: Impacts of the built environment on the activities of different age groups. Frontiers in Public Health 10.
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