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References from Land-use specific spatiotemporal scaling laws of urban vitality dynamics: Evidence from 30 Chinese cities. Local targets link to admitted publications; unresolved targets remain external evidence.
The scales of human mobility
10.1038/s41586-020-2909-1 · 2020 · External reference
Mapping population distribution with high spatiotemporal resolution in Beijing using baidu heat map data
10.3390/rs15020458 · 2023 · External reference
The statistical physics of cities
10.1038/s42254-019-0054-2 · 2019 · External reference
Unresolved reference
1994 · External reference
Temporal visitation patterns of points of interest in cities on a planetary scale: A network science and machine learning approach
10.1038/s41598-023-32074-w · 2023 · External reference
The origins of scaling in cities
10.1126/science.1235823 · 2013 · External reference
Urban scaling and its deviations: Revealing the structure of wealth, innovation and crime across cities
10.1371/journal.pone.0013541 · 2010 · External reference
Random forests
10.1023/a:1010933404324 · 2001 · External reference
Travel demand and the 3Ds: Density, diversity, and design
10.1016/s1361-9209(97)00009-6 · 1997 · External reference
3D-GloBFP: The first global three-dimensional building footprint dataset
10.5194/essd-16-5357-2024 · 2024 · External reference
A 100 m gridded population dataset of China's seventh census using ensemble learning and big geospatial data
10.5194/essd-16-3705-2024 · 2024 · External reference
Exploring the spatiotemporal patterns and correlates of urban vitality: Temporal and spatial heterogeneity
10.1016/j.scs.2023.104440 · 2023 · External reference
Nonlinear and threshold effects of the built environment, road vehicles and air pollution on urban vitality
10.1016/j.landurbplan.2024.105204 · 2025 · External reference
A systematic review of urban vitality studies: Trends and research opportunities
10.1016/j.landusepol.2025.107745 · 2025 · External reference
Understanding the mesoscopic scaling patterns within cities
10.1038/s41598-020-78135-2 · 2020 · External reference
Travel and the built environment: A meta-analysis
10.1080/01944361003766766 · 2010 · External reference
Spatial characterization of urban vitality and the association with various street network metrics from the multi-scalar perspective
10.3389/fpubh.2021.677910 · 2021 · External reference
Spatial heterogeneity in distance decay of using bike sharing: An empirical large-scale analysis in Shanghai
10.1016/j.trd.2021.102814 · 2021 · External reference
An evaluation of street dynamic vitality and its influential factors based on multi-source big data
10.3390/ijgi10030143 · 2021 · External reference
The nonlinear relationships between built environment features and urban street vitality: A data-driven exploration
2024 · External reference
Unresolved reference
1992 · External reference
Geographic micro-process model: Understanding global urban expansion from a process-oriented view
10.1016/j.compenvurbsys.2021.101603 · 2021 · External reference
Validating activity, time, and space diversity as essential components of urban vitality
2021 · External reference
Impact of land use characteristics on air pollutant concentrations considering the spatial range of influence
2025 · External reference
Enhanced mapping of essential urban land use categories in China (EULUC-China 2.0): Integrating multimodal deep learning with multisource geospatial data
10.1016/j.scib.2025.07.006 · 2025 · External reference
How the neighborhood amenity mix shapes urban vitality: An exploratory analysis from a rhythm perspective
10.1016/j.apgeog.2025.103807 · 2025 · External reference
Investigating the nonlinear relationship between the built environment and urban vitality based on multi-source data and interpretable machine learning
10.3390/buildings15091414 · 2025 · External reference
Exploring nonlinear and interaction effects of urban campus built environments on exercise walking using crowdsourced data
2025 · External reference
A unified approach to interpreting model predictions
2017 · External reference
Urban pulse: Capturing the rhythm of cities
10.1109/tvcg.2016.2598585 · 2017 · External reference
Mosaic organization of DNA nucleotides
10.1103/physreve.49.1685 · 1994 · External reference
The universal visitation law of human mobility
10.1038/s41586-021-03480-9 · 2021 · External reference
A mathematical theory of communication
10.1002/j.1538-7305.1948.tb01338.x · 1948 · External reference
Using mobility data as proxy for measuring urban vitality
2018 · External reference
The spatiotemporal scaling laws of urban population dynamics
10.1038/s41467-025-58286-4 · 2025 · External reference
A dataset of multi-level street-block divisions of 985 cities worldwide
10.1038/s41597-025-04704-7 · 2025 · External reference
How the built environment affects the spatiotemporal pattern of urban vitality: A comparison among different urban functional areas
10.1007/s43762-022-00069-4 · 2022 · External reference
Differences in urban daytime and night block vitality based on mobile phone signaling data: A case study of Kunming's urban district
10.1515/geo-2022-0596 · 2024 · External reference
Spatiotemporal analysis of urban vitality and its drivers from a human mobility perspective
10.3390/ijgi14040167 · 2025 · External reference
The spatial pattern and influence mechanism of urban vitality: A case study of Changsha, China
10.3389/fenvs.2022.942577 · 2022 · External reference
Understanding urban vitality from the economic and human activities perspective: A case study of Chongqing, China
10.1007/s11769-024-1409-x · 2024 · External reference
Spatial explicit assessment of urban vitality using multi-source data: A case of Shanghai, China
10.3390/su11030638 · 2019 · External reference
Measurements of POI-based mixed use and their relationships with neighbourhood vibrancy
10.1080/13658816.2016.1220561 · 2017 · External reference
Nonlinear effects of the urban built environment on urban vitality: A case study of Hangzhou, China
10.1007/s11442-025-2363-y · 2025 · External reference
The non-linear effects of built environment on bus ridership of vulnerable people
10.1016/j.trd.2024.104540 · 2025 · External reference
Nonlinear relationships and interaction effects of urban built environment on urban vitality based on explainable machine learning
10.1016/j.cacint.2025.100244 · 2025 · External reference
Community-level urban vitality intensity and diversity analysis supported by multisource remote sensing data
10.3390/rs17061056 · 2025 · External reference
Unraveling urban dynamics: Scaling laws of human mobility across the cityscape divide
2024 · External reference
Revealing centrality in the spatial structure of cities from human activity patterns
10.1177/0042098015601599 · 2017 · External reference
Universal expansion of human mobility across urban scales
10.1038/s44284-025-00268-0 · 2025 · External reference
Seasonal variations in the mechanisms linking the built environment and metro station area vitality in cold regions: A case study of Harbin
10.3390/land14112222 · 2025 · External reference
Multifractal temporally weighted detrended fluctuation analysis and its application in the analysis of scaling behavior in temperature series
10.1088/1742-5468/2010/06/p06021 · 2010 · External reference
A mathematical theory of communication
10.1002/j.1538-7305.1948.tb01338.x · ExternalCitation · doi-reference
Nonlinear effects of the urban built environment on urban vitality: A case study of Hangzhou, China
10.1007/s11442-025-2363-y · ExternalCitation · doi-reference
Understanding urban vitality from the economic and human activities perspective: A case study of Chongqing, China
10.1007/s11769-024-1409-x · ExternalCitation · doi-reference
How the built environment affects the spatiotemporal pattern of urban vitality: A comparison among different urban functional areas
10.1007/s43762-022-00069-4 · ExternalCitation · doi-reference
How the neighborhood amenity mix shapes urban vitality: An exploratory analysis from a rhythm perspective
10.1016/j.apgeog.2025.103807 · ExternalCitation · doi-reference
Nonlinear relationships and interaction effects of urban built environment on urban vitality based on explainable machine learning
10.1016/j.cacint.2025.100244 · ExternalCitation · doi-reference
Geographic micro-process model: Understanding global urban expansion from a process-oriented view
10.1016/j.compenvurbsys.2021.101603 · ExternalCitation · doi-reference
Nonlinear and threshold effects of the built environment, road vehicles and air pollution on urban vitality
10.1016/j.landurbplan.2024.105204 · ExternalCitation · doi-reference
A systematic review of urban vitality studies: Trends and research opportunities
10.1016/j.landusepol.2025.107745 · ExternalCitation · doi-reference
Enhanced mapping of essential urban land use categories in China (EULUC-China 2.0): Integrating multimodal deep learning with multisource geospatial data
10.1016/j.scib.2025.07.006 · ExternalCitation · doi-reference
Exploring the spatiotemporal patterns and correlates of urban vitality: Temporal and spatial heterogeneity
10.1016/j.scs.2023.104440 · ExternalCitation · doi-reference
Spatial heterogeneity in distance decay of using bike sharing: An empirical large-scale analysis in Shanghai
10.1016/j.trd.2021.102814 · ExternalCitation · doi-reference
The non-linear effects of built environment on bus ridership of vulnerable people
10.1016/j.trd.2024.104540 · ExternalCitation · doi-reference
Travel demand and the 3Ds: Density, diversity, and design
10.1016/s1361-9209(97)00009-6 · ExternalCitation · doi-reference
Random forests
10.1023/a:1010933404324 · ExternalCitation · doi-reference
The spatiotemporal scaling laws of urban population dynamics
10.1038/s41467-025-58286-4 · ExternalCitation · doi-reference
The scales of human mobility
10.1038/s41586-020-2909-1 · ExternalCitation · doi-reference
The universal visitation law of human mobility
10.1038/s41586-021-03480-9 · ExternalCitation · doi-reference
A dataset of multi-level street-block divisions of 985 cities worldwide
10.1038/s41597-025-04704-7 · ExternalCitation · doi-reference
Understanding the mesoscopic scaling patterns within cities
10.1038/s41598-020-78135-2 · ExternalCitation · doi-reference
Temporal visitation patterns of points of interest in cities on a planetary scale: A network science and machine learning approach
10.1038/s41598-023-32074-w · ExternalCitation · doi-reference
The statistical physics of cities
10.1038/s42254-019-0054-2 · ExternalCitation · doi-reference
Universal expansion of human mobility across urban scales
10.1038/s44284-025-00268-0 · ExternalCitation · doi-reference
Travel and the built environment: A meta-analysis
10.1080/01944361003766766 · ExternalCitation · doi-reference
Measurements of POI-based mixed use and their relationships with neighbourhood vibrancy
10.1080/13658816.2016.1220561 · ExternalCitation · doi-reference
Multifractal temporally weighted detrended fluctuation analysis and its application in the analysis of scaling behavior in temperature series
10.1088/1742-5468/2010/06/p06021 · ExternalCitation · doi-reference
Mosaic organization of DNA nucleotides
10.1103/physreve.49.1685 · ExternalCitation · doi-reference
Urban pulse: Capturing the rhythm of cities
10.1109/tvcg.2016.2598585 · ExternalCitation · doi-reference
The origins of scaling in cities
10.1126/science.1235823 · ExternalCitation · doi-reference
Revealing centrality in the spatial structure of cities from human activity patterns
10.1177/0042098015601599 · ExternalCitation · doi-reference
Urban scaling and its deviations: Revealing the structure of wealth, innovation and crime across cities
10.1371/journal.pone.0013541 · ExternalCitation · doi-reference
Differences in urban daytime and night block vitality based on mobile phone signaling data: A case study of Kunming's urban district
10.1515/geo-2022-0596 · ExternalCitation · doi-reference
The spatial pattern and influence mechanism of urban vitality: A case study of Changsha, China
10.3389/fenvs.2022.942577 · ExternalCitation · doi-reference
Spatial characterization of urban vitality and the association with various street network metrics from the multi-scalar perspective
10.3389/fpubh.2021.677910 · ExternalCitation · doi-reference
Investigating the nonlinear relationship between the built environment and urban vitality based on multi-source data and interpretable machine learning
10.3390/buildings15091414 · ExternalCitation · doi-reference
An evaluation of street dynamic vitality and its influential factors based on multi-source big data
10.3390/ijgi10030143 · ExternalCitation · doi-reference
Spatiotemporal analysis of urban vitality and its drivers from a human mobility perspective
10.3390/ijgi14040167 · ExternalCitation · doi-reference
Seasonal variations in the mechanisms linking the built environment and metro station area vitality in cold regions: A case study of Harbin
10.3390/land14112222 · ExternalCitation · doi-reference
Mapping population distribution with high spatiotemporal resolution in Beijing using baidu heat map data
10.3390/rs15020458 · ExternalCitation · doi-reference
Community-level urban vitality intensity and diversity analysis supported by multisource remote sensing data
10.3390/rs17061056 · ExternalCitation · doi-reference
Spatial explicit assessment of urban vitality using multi-source data: A case of Shanghai, China
10.3390/su11030638 · ExternalCitation · doi-reference
A 100 m gridded population dataset of China's seventh census using ensemble learning and big geospatial data
10.5194/essd-16-3705-2024 · ExternalCitation · doi-reference
3D-GloBFP: The first global three-dimensional building footprint dataset
10.5194/essd-16-5357-2024 · ExternalCitation · doi-reference
