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Multidimensional Urban Vitality on Streets: Spatial Patterns and Influence Factor Identification Using Multisource Urban Data

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Applied Multivariate Statistical Analysis
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Street as a big geo-data assembly and analysis unit in urban studies: A case study using Beijing taxi data
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Urban function connectivity: Characterisation of functional urban streets with social media check-in data
inferredcites →https://doi.org/10.1016/j.cities.2018.09.021openalex-snapshot
The urban vitality conditions of Jane Jacobs in Barcelona: Residential and smartphone-based tracking measurements of the built environment in a Mediterranean metropolis
inferredcites →https://doi.org/10.1016/j.cities.2019.102454openalex-snapshot
How do population inflow and social infrastructure affect urban vitality? Evidence from 35 large- and medium-sized cities in China
inferredcites →https://doi.org/10.1016/j.compenvurbsys.2018.06.004openalex-snapshot
Seoul's Wi-Fi hotspots: Wi-Fi access points as an indicator of urban vitality
inferredcites →https://doi.org/10.1016/j.compenvurbsys.2019.101428openalex-snapshot
Portraying the spatial dynamics of urban vibrancy using multisource urban big data
inferredcites →https://doi.org/10.1016/j.habitatint.2014.10.015openalex-snapshot
Sustainable urban development: A review on urban carrying capacity assessment
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The influence of online product recommendations on consumers’ online choices
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Delineating urban functional areas with building-level social media data: A dynamic time warping (DTW) distance based k-medoids method
inferredcites →https://doi.org/10.1016/j.landurbplan.2019.103669openalex-snapshot
Analyzing spatial relationships between urban land use intensity and urban vitality at street block level: A case study of five Chinese megacities
inferredcites →https://doi.org/10.1016/j.landusepol.2018.07.020openalex-snapshot
The impact of urban growth patterns on urban vitality in newly built-up areas based on an association rules analysis using geographical ‘big data’
inferredcites →https://doi.org/10.1016/j.landusepol.2019.104102openalex-snapshot
Taxonomy of urban mixed land use planning
inferredcites →https://doi.org/10.1016/j.sbspro.2012.02.135openalex-snapshot
Urban Public Spaces and Vitality: A Socio-Spatial Analysis in the Streets of Cypriot Towns
inferredcites →https://doi.org/10.1016/j.sbspro.2012.08.028openalex-snapshot
Implications of Walkability Towards Promoting Sustainable Urban Neighbourhood
inferredcites →https://doi.org/10.1016/j.scitotenv.2019.02.008openalex-snapshot
Urban land expansion in China's six megacities from 1978 to 2015
inferredcites →https://doi.org/10.1016/j.scs.2020.102609openalex-snapshot
Identifying urban vitality in metropolitan areas of developing countries from a comparative perspective: Ho Chi Minh City versus Shanghai
inferredcites →https://doi.org/10.1016/j.trd.2015.09.009openalex-snapshot
Residential built environment and walking activity: Empirical evidence of Jane Jacobs’ urban vitality
inferredcites →https://doi.org/10.1061/(asce)up.1943-5444.0000489openalex-snapshot
Combination of Big and Small Data: Empirical Study on the Distribution and Factors of Catering Space Popularity in Nanjing, China
inferredcites →https://doi.org/10.1061/(asce)up.1943-5444.0000696openalex-snapshot
Optimal Block Size for Improving Urban Vitality: An Exploratory Analysis with Multiple Vitality Indicators
inferredcites →https://doi.org/10.1080/00045608.2015.1018773openalex-snapshot
Social Sensing: A New Approach to Understanding Our Socioeconomic Environments
inferredcites →https://doi.org/10.1080/02723638.2017.1381536openalex-snapshot
How block density and typology affect urban vitality: an exploratory analysis in Shenzhen, China
inferredcites →https://doi.org/10.1080/13658816.2016.1220561openalex-snapshot
Measurements of POI-based mixed use and their relationships with neighbourhood vibrancy
inferredcites →https://doi.org/10.1080/13658816.2019.1694680openalex-snapshot
Data-driven approach to characterize urban vitality: how spatiotemporal context dynamically defines Seoul’s nighttime
inferredcites →https://doi.org/10.1080/14616688.2018.1457076openalex-snapshot
From central place to central flow theory: an exploration of urban catering
inferredcites →https://doi.org/10.1080/14649357.2019.1646923openalex-snapshot
Planning Particularities: Reinterpreting Urban Planning in China with the Case of Chengdu
inferredcites →https://doi.org/10.1080/24694452.2021.1919502openalex-snapshot
The Varying Relationships between Multidimensional Urban Form and Urban Vitality in Chinese Megacities: Insights from a Comparative Analysis
inferredcites →https://doi.org/10.1111/tgis.12285openalex-snapshot
How friends share urban space: An exploratory spatiotemporal analysis using mobile phone data
inferredcites →https://doi.org/10.1126/science.1177170openalex-snapshot
Limits of Predictability in Human Mobility
inferredcites →https://doi.org/10.1177/0042098020957198openalex-snapshot
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inferredcites →https://doi.org/10.1177/2399808317715640openalex-snapshot
Does block size matter? The impact of urban design on economic vitality for Chinese cities
inferredcites →https://doi.org/10.1177/2399808319828730openalex-snapshot
Evaluating and characterizing urban vibrancy using spatial big data: Shanghai as a case study
inferredcites →https://doi.org/10.1177/2399808320919771openalex-snapshot
Validating activity, time, and space diversity as essential components of urban vitality
inferredcites →https://doi.org/10.1177/2399808320924425openalex-snapshot
How can the urban landscape affect urban vitality at the street block level? A case study of 15 metropolises in China
inferredcites →https://doi.org/10.13203/j.whugis20160200openalex-snapshot
From Geomatics to Urban Informatics
inferredcites →https://doi.org/10.1371/journal.pone.0171110openalex-snapshot
How green are the streets? An analysis for central areas of Chinese cities using Tencent Street View
inferredcites →https://doi.org/10.1509/jm.74.2.133openalex-snapshot
Impact of Online Consumer Reviews on Sales: The Moderating Role of Product and Consumer Characteristics
inferredcites →https://doi.org/10.2457/srs.36.393openalex-snapshot
Modelling the Factors of Neighbourhood Attractiveness Reflected in Residential Location Decision Choices
inferredcites →https://doi.org/10.2747/0272-3638.30.4.416openalex-snapshot
Producing Urban Vitality: The Case of Dance in San Francisco
inferredcites →https://doi.org/10.3389/fpubh.2021.677910openalex-snapshot
Spatial Characterization of Urban Vitality and the Association With Various Street Network Metrics From the Multi-Scalar Perspective
inferredcites →https://doi.org/10.3390/ijerph13020196openalex-snapshot
Advancing Sustainability through Urban Green Space: Cultural Ecosystem Services, Equity, and Social Determinants of Health
inferredcites →https://doi.org/10.3390/ijerph18073578openalex-snapshot
Urban Food Takeaway Vitality: A New Technique to Assess Urban Vitality
inferredcites →https://doi.org/10.3390/ijgi10030143openalex-snapshot
An Evaluation of Street Dynamic Vitality and Its Influential Factors Based on Multi-Source Big Data
inferredcites →https://doi.org/10.3390/ijgi10040220openalex-snapshot
Detecting and Analyzing Urban Centers Based on the Localized Contour Tree Method Using Taxi Trajectory Data: A Case Study of Shanghai
inferredcites →https://doi.org/10.3390/ijgi9030158openalex-snapshot
Identification of Urban Functional Regions in Chengdu Based on Taxi Trajectory Time Series Data
inferredcites →https://doi.org/10.3390/ijgi9110617openalex-snapshot
A New Urban Vitality Analysis and Evaluation Framework Based on Human Activity Modeling Using Multi-Source Big Data
inferredcites →https://doi.org/10.3390/su11030638openalex-snapshot
Spatial Explicit Assessment of Urban Vitality Using Multi-Source Data: A Case of Shanghai, China
inferredcites →https://doi.org/10.3390/su11174539openalex-snapshot
Identifying Spatial Patterns of Retail Stores in Road Network Structure
inferredcites →https://doi.org/10.3390/su12051714openalex-snapshot
Investigating the Spatiotemporal Dynamics of Urban Vitality Using Bicycle-Sharing Data
inferredcites →https://doi.org/10.3390/su12197921openalex-snapshot
Analyzing the Relationships between Citizens’ Emotions and their Momentary Satisfaction in Urban Public Spaces
inferredcites →https://doi.org/10.3390/su13041840openalex-snapshot
Influence of Built Environment on Street Vitality: A Case Study of West Nanjing Road in Shanghai Based on Mobile Location Data
inferredcites →https://doi.org/10.3390/su13063027openalex-snapshot
Quantitative Evaluation on Street Vitality: A Case Study of Zhoujiadu Community in Shanghai
inferredcites →https://doi.org/10.3390/su131810068openalex-snapshot
A New Insight into Understanding Urban Vitality: A Case Study in the Chengdu-Chongqing Area Twin-City Economic Circle, China
inferredcites →https://doi.org/10.4324/9780203589397openalex-snapshot
Streets and Patterns
inferredcites →https://doi.org/10.5311/josis.2018.16.384openalex-snapshot
Using mobility data as proxy for measuring urban vitality

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Jane Jacobs's urban vitality focusing on three-facet criteria and its confluence with urban physical complexity
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inferred← citeshttps://doi.org/10.3390/buildings16132663openalex-snapshot
How Built Environment Characteristics Influence Urban Vitality in Historic Districts: The Mediating Role of Pedestrian Perception
inferred← citeshttps://doi.org/10.3390/buildings16183653openalex-snapshot
Destination–Activity Representation Gaps and Their Built-Environment Signatures: A Multisource Big Data Study of Four Local Urban Systems in Guangzhou
inferred← citeshttps://doi.org/10.3390/f14101946openalex-snapshot
Predicting and Visualizing Human Soundscape Perception in Large-Scale Urban Green Spaces: A Case Study of the Chengdu Outer Ring Ecological Zone
inferred← citeshttps://doi.org/10.3390/f15010208openalex-snapshot
Spatiotemporal Distribution Analysis of Spatial Vitality of Specialized Garden Plant Landscapes during Spring: A Case Study of Hangzhou Botanical Garden in China
inferred← citeshttps://doi.org/10.3390/ijerph19031664openalex-snapshot
Evaluating the Effects of Built Environment on Street Vitality at the City Level: An Empirical Research Based on Spatial Panel Durbin Model
inferred← citeshttps://doi.org/10.3390/ijerph191710805openalex-snapshot
Urban Form and Function Optimization for Reducing Carbon Emissions Based on Crowd-Sourced Spatio-Temporal Data
inferred← citeshttps://doi.org/10.3390/ijerph191912178openalex-snapshot
How Did the Built Environment Affect Urban Vibrancy? A Big Data Approach to Post-Disaster Revitalization Assessment
inferred← citeshttps://doi.org/10.3390/ijerph192315586openalex-snapshot
Spatial Coupling Coordination Evaluation of Mixed Land Use and Urban Vitality in Major Cities in China
inferred← citeshttps://doi.org/10.3390/ijerph20010046openalex-snapshot
Urban Vitality Measurement and Influence Mechanism Detection in China
inferred← citeshttps://doi.org/10.3390/ijerph20010734openalex-snapshot
Measuring the Non-Linear Relationship between Three-Dimensional Built Environment and Urban Vitality Based on a Random Forest Model
inferred← citeshttps://doi.org/10.3390/ijerph20021646openalex-snapshot
Exploring the Relationship between Urban Street Spatial Patterns and Street Vitality: A Case Study of Guiyang, China
inferred← citeshttps://doi.org/10.3390/ijgi11110559openalex-snapshot
Mining the Spatial Distribution Pattern of the Typical Fast-Food Industry Based on Point-of-Interest Data: The Case Study of Hangzhou, China
inferred← citeshttps://doi.org/10.3390/ijgi11120626openalex-snapshot
Testing Small-Scale Vitality Measurement Based on 5D Model Assessment with Multi-Source Data: A Resettlement Community Case in Suzhou
inferred← citeshttps://doi.org/10.3390/ijgi12070267openalex-snapshot
Exploring the Correlation between Streetscape and Economic Vitality Using Machine Learning: A Case Study in the Old Urban District of Xuzhou, China
inferred← citeshttps://doi.org/10.3390/ijgi12100433openalex-snapshot
Revealing the Spatio-Temporal Heterogeneity of the Association between the Built Environment and Urban Vitality in Shenzhen
inferred← citeshttps://doi.org/10.3390/ijgi12120504openalex-snapshot
A Web-Based Geodesign Tool for Evaluating the Integration of Transport Infrastructure, Public Spaces, and Human Activities
inferred← citeshttps://doi.org/10.3390/ijgi13070238openalex-snapshot
Spatial Nonlinear Effects of Street Vitality Constrained by Construction Intensity and Functional Diversity—A Case Study from the Streets of Shenzhen
inferred← citeshttps://doi.org/10.3390/ijgi13080282openalex-snapshot
What Factors Revitalize the Street Vitality of Old Cities? A Case Study in Nanjing, China
inferred← citeshttps://doi.org/10.3390/ijgi14020091openalex-snapshot
Towards More Reliable Measures for “Perceived Urban Diversity” Using Point of Interest (POI) and Geo-Tagged Photos
inferred← citeshttps://doi.org/10.3390/ijgi14040167openalex-snapshot
Spatiotemporal Analysis of Urban Vitality and Its Drivers from a Human Mobility Perspective
inferred← citeshttps://doi.org/10.3390/ijgi14080281openalex-snapshot
Activity Spaces in Multimodal Transportation Networks: A Nonlinear and Spatial Analysis Perspective
inferred← citeshttps://doi.org/10.3390/ijgi15070318openalex-snapshot
Block-Scale Mapping and Coupling Coordination Diagnosis of Multidimensional Urban Vitality Using Multi-Source Geospatial Big Data: A Case Study of Central Nanjing, China
inferred← citeshttps://doi.org/10.3390/infrastructures8100145openalex-snapshot
Modeling Visit Potential to Predict Hotspots of a Future District
inferred← citeshttps://doi.org/10.3390/land11040453openalex-snapshot
Quantitative Evaluation of Urban Style at Street Level: A Case Study of Hengyang County, China
inferred← citeshttps://doi.org/10.3390/land12010219openalex-snapshot
How Diversity and Accessibility Affect Street Vitality in Historic Districts?
inferred← citeshttps://doi.org/10.3390/land13070991openalex-snapshot
Spatial Characteristics of Multidimensional Urban Vitality and Its Impact Mechanisms by the Built Environment
inferred← citeshttps://doi.org/10.3390/land13101547openalex-snapshot
Research on the Correlation between the Dynamic Distribution Patterns of Urban Population Density and Land Use Morphology Based on Human–Land Big Data: A Case Study of the Shanghai Central Urban Area
inferred← citeshttps://doi.org/10.3390/land13101574openalex-snapshot
Association between Land Use and Urban Vitality in the Guangdong–Hong Kong–Macao Greater Bay Area: A Multiscale Study
inferred← citeshttps://doi.org/10.3390/land13111934openalex-snapshot
Identification of Urban Renewal Potential Areas and Analysis of Influential Factors from the Perspective of Vitality Enhancement: A Case Study of Harbin City’s Core Area
inferred← citeshttps://doi.org/10.3390/land14020415openalex-snapshot
The Scale Effect of Street View Images and Urban Vitality Is Consistent with a Gaussian Function Distribution
inferred← citeshttps://doi.org/10.3390/land14051017openalex-snapshot
Spatial Mismatch Between Transportation Development and Tourism Spatial Vitality in Yunnan Province in the Context of Urban–Rural Integration
inferred← citeshttps://doi.org/10.3390/land14061262openalex-snapshot
Exploring the Determinants of Spatial Vitality in High-Speed Rail Station Areas in China: A Multi-Source Data Analysis Using LightGBM
inferred← citeshttps://doi.org/10.3390/land14071316openalex-snapshot
Unveiling the Spatial Heterogeneity of Urban Vitality Using Machine Learning Methods: A Case Study of Tianjin, China
inferred← citeshttps://doi.org/10.3390/land14122427openalex-snapshot
Research on Urban Spatial Environment Optimization Based on the Combined Influence of Steady-State and Dynamic Vitality: A Case Study of Wuhan City
inferred← citeshttps://doi.org/10.3390/land15050844openalex-snapshot
How Does the Built Environment Shape Urban Vitality Across Multiple Scales? A Nonlinear Comparative Analysis of Chengdu and Chongqing in China
inferred← citeshttps://doi.org/10.3390/land15101910openalex-snapshot
Nonlinear Driving Mechanism of Multidimensional Urban Vitality Based on the GeoShapley Framework—A Case Study of Main Urban Area of Taiyuan, China
inferred← citeshttps://doi.org/10.3390/rs15030568openalex-snapshot
Drivers or Pedestrians, Whose Dynamic Perceptions Are More Effective to Explain Street Vitality? A Case Study in Guangzhou
inferred← citeshttps://doi.org/10.3390/rs15082173openalex-snapshot
Exploring the Spatial Relationship between Urban Vitality and Urban Carbon Emissions
inferred← citeshttps://doi.org/10.3390/rs16101697openalex-snapshot
Exploring the Impact of Public Health Emergencies on Urban Vitality Using a Difference-In-Difference Model
inferred← citeshttps://doi.org/10.3390/rs16152826openalex-snapshot
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
inferred← citeshttps://doi.org/10.3390/rs17061056openalex-snapshot
Community-Level Urban Vitality Intensity and Diversity Analysis Supported by Multisource Remote Sensing Data
inferred← citeshttps://doi.org/10.3390/rs17071127openalex-snapshot
GDP Estimation by Integrating Qimingxing-1 Nighttime Light, Street-View Imagery, and Points of Interest: An Empirical Study in Dongguan City
inferred← citeshttps://doi.org/10.3390/rs17132123openalex-snapshot
Spatial Reconstruction and Economic Vitality Assessment of Historical Towns Using SDGSAT-1 Nighttime Light Imagery and Historical GIS: A Case Study of Suburban Shanghai
inferred← citeshttps://doi.org/10.3390/rs18193417openalex-snapshot
Analysis of Spatiotemporal Dynamics and Associated Factors of Demolition-Led Urban Renewal in Shanghai Based on Time Series Sentinel-2 Imagery
inferred← citeshttps://doi.org/10.3390/su15021518openalex-snapshot
Assessment of Influence Mechanisms of Built Environment on Street Vitality Using Multisource Spatial Data: A Case Study in Qingdao, China
inferred← citeshttps://doi.org/10.3390/su15021732openalex-snapshot
The Association between Street Built Environment and Street Vitality Based on Quantitative Analysis in Historic Areas: A Case Study of Wuhan, China
inferred← citeshttps://doi.org/10.3390/su15097558openalex-snapshot
Quantitative Identification Study of Epidemic Risk in the Spatial Environment of Harbin City
inferred← citeshttps://doi.org/10.3390/su15118597openalex-snapshot
Jane Jacobs’s Criteria for Urban Vitality: A Geospatial Analysis of Morphological Conditions in Quito, Ecuador
inferred← citeshttps://doi.org/10.3390/su151310493openalex-snapshot
The Influence of Street Components on Age Diversity: A Case Study on a Living Street in Shanghai
inferred← citeshttps://doi.org/10.3390/su16051731openalex-snapshot
Nonlinear and Synergistic Effects of Built Environment Indicators on Street Vitality: A Case Study of Humid and Hot Urban Cities
inferred← citeshttps://doi.org/10.3390/su16135524openalex-snapshot
Understanding the Synergistic Effects of Walking Accessibility and the Built Environment on Street Vitality in High-Speed Railway Station Areas
inferred← citeshttps://doi.org/10.3390/su16219426openalex-snapshot
The Matching Relationship Between the Distribution Characteristics of High-Grade Tourist Attractions and Spatial Vitality in Xinjiang
inferred← citeshttps://doi.org/10.3390/su17010223openalex-snapshot
Exploring the Influence Mechanisms and Spatial Heterogeneity of Urban Vitality Recovery in the University Fringe Areas of Nanjing
inferred← citeshttps://doi.org/10.3390/su17083544openalex-snapshot
Spatiotemporal Prediction of the Impact of Dynamic Passenger Flow at Subway Stations on the Sustainable Industrial Heritage Land Use
inferred← citeshttps://doi.org/10.3390/su17114828openalex-snapshot
Assessing Supply and Demand Discrepancies of Urban Green Space in High-Density Built-Up Areas Based on Vitality Impacts: Evidence from Beijing’s Central Districts, China
inferred← citeshttps://doi.org/10.3390/su17114994openalex-snapshot
Spatial Differentiation Characteristics and Influencing Factors of Public Cultural Facilities in Xinjiang
inferred← citeshttps://doi.org/10.3390/su17188428openalex-snapshot
Temporal Evolution of Multi-Dimensional Built Environment Perceptions and Street Vitality: A Longitudinal Analysis in Rapidly Urbanizing Cities
inferred← citeshttps://doi.org/10.3390/su17198714openalex-snapshot
Exploring Heterogeneous and Non-Linear Effects of the Built Environment on Street Quality: A Computational Approach Towards Precise Regeneration
inferred← citeshttps://doi.org/10.3390/su17219517openalex-snapshot
Spatiotemporal Coupling Analysis of Street Vitality and Built Environment: A Multisource Data-Driven Dynamic Assessment Model
inferred← citeshttps://doi.org/10.3390/systems13070542openalex-snapshot
The Effects of Land Use Mix on Urban Vitality: A Systemic Conceptualization and Mechanistic Exploration
inferred← citeshttps://doi.org/10.70675/72e01ec6ze4c4z49d1zb657z589f0b5d1200openalex-snapshot
Predicting urban vitality of a district with an activity-based model of transportation at two scales
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