Liu, S.J.[Shao-Jun],
Zhang, L.[Ling],
Long, Y.[Yi],
Long, Y.[Yao],
Xu, M.H.[Mian-Hao],
A New Urban Vitality Analysis and Evaluation Framework Based on Human
Activity Modeling Using Multi-Source Big Data,
IJGI(9), No. 11, 2020, pp. xx-yy.
DOI Link
2012
BibRef
Guo, X.[Xin],
Chen, H.F.[Hong-Fei],
Yang, X.P.[Xi-Ping],
An Evaluation of Street Dynamic Vitality and Its Influential Factors
Based on Multi-Source Big Data,
IJGI(10), No. 3, 2021, pp. xx-yy.
DOI Link
2104
BibRef
Fan, Z.X.[Zheng-Xi],
Duan, J.[Jin],
Luo, M.L.[Meng-Lin],
Zhan, H.R.[Huan-Ran],
Liu, M.R.[Meng-Ru],
Peng, W.C.[Wang-Chongyu],
How Did Built Environment Affect Urban Vitality in Urban Waterfronts?
A Case Study in Nanjing Reach of Yangtze River,
IJGI(10), No. 9, 2021, pp. xx-yy.
DOI Link
2109
BibRef
Li, Q.[Qian],
Cui, C.[Caihui],
Liu, F.[Feng],
Wu, Q.[Qirui],
Run, Y.[Yadi],
Han, Z.G.[Zhi-Gang],
Multidimensional Urban Vitality on Streets: Spatial Patterns and
Influence Factor Identification Using Multisource Urban Data,
IJGI(11), No. 1, 2022, pp. xx-yy.
DOI Link
2201
BibRef
Yang, Y.[Yi],
Wang, H.[Hong],
Qin, S.H.[Shu-Hong],
Li, X.N.[Xiu-Neng],
Zhu, Y.F.[Yun-Feng],
Wang, Y.C.[Yi-Cong],
Analysis of Urban Vitality in Nanjing Based on a Plot Boundary-Based
Neural Network Weighted Regression Model,
IJGI(11), No. 12, 2022, pp. xx-yy.
DOI Link
2301
BibRef
Zhou, Y.[Yuquan],
He, X.[Xiong],
Zikirya, B.[Bahram],
Boba Shop, Coffee Shop, and Urban Vitality and Development: A Spatial
Association and Temporal Analysis of Major Cities in China from the
Standpoint of Nighttime Light,
RS(15), No. 4, 2023, pp. xx-yy.
DOI Link
2303
BibRef
Shi, Y.S.[Yi-Shao],
Zheng, J.W.[Jian-Wen],
Pei, X.W.[Xiao-Wen],
Measurement Method and Influencing Mechanism of Urban Subdistrict
Vitality in Shanghai Based on Multisource Data,
RS(15), No. 4, 2023, pp. xx-yy.
DOI Link
2303
BibRef
Yang, H.[Hui],
He, Q.P.[Qing-Ping],
Cui, L.[Liu],
Taha, A.M.M.[Abdallah M. Mohamed],
Exploring the Spatial Relationship between Urban Vitality and Urban
Carbon Emissions,
RS(15), No. 8, 2023, pp. 2173.
DOI Link
2305
BibRef
Li, K.[Keran],
Lin, Y.[Yan],
Exploring the Correlation between Streetscape and Economic Vitality
Using Machine Learning: A Case Study in the Old Urban District of
Xuzhou, China,
IJGI(12), No. 7, 2023, pp. xx-yy.
DOI Link
2308
BibRef
Wang, Y.K.[Yuan-Kai],
Qiu, W.S.[Wai-Shan],
Jiang, Q.R.[Qing-Rui],
Li, W.J.[Wen-Jing],
Ji, T.[Tong],
Dong, L.[Lin],
Drivers or Pedestrians, Whose Dynamic Perceptions Are More Effective
to Explain Street Vitality? A Case Study in Guangzhou,
RS(15), No. 3, 2023, pp. xx-yy.
DOI Link
2302
BibRef
Li, Z.T.[Zhi-Tao],
Zhao, G.W.[Guan-Wei],
Revealing the Spatio-Temporal Heterogeneity of the Association
between the Built Environment and Urban Vitality in Shenzhen,
IJGI(12), No. 10, 2023, pp. 433.
DOI Link
2311
BibRef
Hu, X.Y.[Xin-Yu],
Shen, X.M.[Xi-Ming],
Shi, Y.[Yi],
Li, C.[Chen],
Zhu, W.[Wei],
Multidimensional Spatial Vitality Automated Monitoring Method for
Public Open Spaces Based on Computer Vision Technology:
Case Study of Nanjing's Daxing Palace Square,
IJGI(13), No. 2, 2024, pp. 48.
DOI Link
2402
BibRef
Li, J.[Jilong],
Kong, N.[Niuniu],
Lin, S.P.[Shi-Ping],
Zeng, J.[Jie],
Ke, Y.L.[Yi-Lin],
Chen, J.C.[Jia-Cheng],
Spatial Nonlinear Effects of Street Vitality Constrained by
Construction Intensity and Functional Diversity: A Case Study from
the Streets of Shenzhen,
IJGI(13), No. 7, 2024, pp. 238.
DOI Link
2408
BibRef
Ling, Z.X.[Zhen-Xiang],
Zheng, X.H.[Xiao-Hao],
Chen, Y.B.[Ying-Biao],
Qian, Q.L.[Qing-Lan],
Zheng, Z.[Zihao],
Meng, X.X.[Xian-Xin],
Kuang, J.Y.[Jun-Yu],
Chen, J.Y.[Jun-Yu],
Yang, N.[Na],
Shi, X.H.[Xiang-Hua],
The Nonlinear Relationship and Synergistic Effects between Built
Environment and Urban Vitality at the Neighborhood Scale: A Case
Study of Guangzhou's Central Urban Area,
RS(16), No. 15, 2024, pp. 2826.
DOI Link
2408
BibRef
Zheng, Y.[Yan],
Ye, R.[Ruhai],
Hong, X.J.[Xiao-Jun],
Tao, Y.M.[Yi-Ming],
Li, Z.[Zherui],
What Factors Revitalize the Street Vitality of Old Cities? A Case
Study in Nanjing, China,
IJGI(13), No. 8, 2024, pp. 282.
DOI Link
2408
BibRef
Yu, B.[Bing],
Sun, J.[Jing],
Wang, Z.X.[Zhao-Xing],
Jin, S.[Sanfeng],
Influencing Factors of Street Vitality in Historic Districts Based on
Multisource Data: Evidence from China,
IJGI(13), No. 8, 2024, pp. 277.
DOI Link
2408
BibRef
Chen, Y.Q.[Yu-Qiao],
Li, B.[Bozhao],
Liu, S.[Songcao],
Cai, Z.L.[Zhong-Liang],
Exploring the Impact of Public Health Emergencies on Urban Vitality
Using a Difference-In-Difference Model,
RS(16), No. 10, 2024, pp. 1697.
DOI Link
2405
BibRef
Zhang, Z.[Zhiran],
Liu, J.P.[Ji-Ping],
Zhao, Y.Y.[Yang-Yang],
Zhou, Q.[Qing],
Song, L.J.[Li-Jun],
Xu, S.H.[Sheng-Hua],
Community-Level Urban Vitality Intensity and Diversity Analysis
Supported by Multisource Remote Sensing Data,
RS(17), No. 6, 2025, pp. 1056.
DOI Link
2503
BibRef
Nathvani, R.[Ricky],
Cavanaugh, A.[Alicia],
Suel, E.[Esra],
Bixby, H.[Honor],
Clark, S.N.[Sierra N.],
Metzler, A.B.[Antje Barbara],
Nimo, J.[James],
Moses, J.B.[Josephine Bedford],
Baah, S.[Solomon],
Arku, R.E.[Raphael E.],
Robinson, B.E.[Brian E.],
Baumgartner, J.[Jill],
Bennett, J.E.[James E],
Arif, A.M.[Abeer M.],
Long, Y.[Ying],
Agyei-Mensah, S.[Samuel],
Ezzati, M.[Majid],
Measurement of urban vitality with time-lapsed street-view images and
object-detection for scalable assessment of pedestrian-sidewalk
dynamics,
PandRS(221), 2025, pp. 251-264.
Elsevier DOI
2503
Urban vitality, Street-view images, Object detection,
Time series analysis, Imagery analytical, GIS data fusion
BibRef
Kim, Y.L.[Young-Long],
Urban Vitality Measurement Through Big Data and Internet of Things
Technologies,
IJGI(14), No. 1, 2025, pp. 14.
DOI Link
2501
BibRef
Cai, X.F.[Xing-Fei],
Wen, C.X.[Chao-Xiang],
Wang, H.[Hao],
Chen, W.J.[Wen-Jun],
Identifying Spatial Distribution of Urban Vitality Using
Self-Organizing Feature Map Neural Network,
IJGI(14), No. 2, 2025, pp. 62.
DOI Link
2502
BibRef
Li, H.[He],
Miao, L.[Li],
A Study of the Non-Linear Relationship Between Urban Morphology and
Vitality in Heritage Areas Based on Multi-Source Data and Machine
Learning: A Case Study of Dalian,
IJGI(14), No. 4, 2025, pp. 177.
DOI Link
2505
BibRef
Wu, Y.[Youwan],
Xie, C.X.[Chen-Xi],
Zhang, A.P.[Ai-Ping],
Zhao, T.H.[Tian-Hong],
Cao, J.Z.[Jin-Zhou],
Spatiotemporal Analysis of Urban Vitality and Its Drivers from a
Human Mobility Perspective,
IJGI(14), No. 4, 2025, pp. 167.
DOI Link
2505
BibRef
Yang, J.[Jiayu],
Wang, E.[Enxu],
Exploring the Nonlinear Impacts of Built Environment on Urban
Vitality from a Spatiotemporal Perspective at the Block Scale in
Chongqing,
IJGI(14), No. 6, 2025, pp. 225.
DOI Link
2506
BibRef
Barrena-Herrán, M.[Mikel],
Modrego-Monforte, I.[Itziar],
Grijalba, O.[Olatz],
Revealing Spatiotemporal Urban Activity Patterns: A Machine Learning
Study Using Google Popular Times,
IJGI(14), No. 6, 2025, pp. 221.
DOI Link
2506
BibRef
Zheng, G.Q.[Guo-Quan],
Ding, L.L.[Ling-Li],
Zheng, J.H.[Jie-Hui],
A Multi-Dimensional Evaluation of Street Vitality in a Historic
Neighborhood Using Multi-Source Geo-Data: A Case Study of
Shuitingmen, Quzhou,
IJGI(14), No. 7, 2025, pp. 240.
DOI Link
2507
BibRef
Chapter on Remote Sensing General Issue, Land Use, Land Cover continues in
GIS: Cadastral Data Storage and Use .