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Exploring the Complex Effects and Their Spatial Associations of the Built Environment on the Vitality of Community Life Circles Using an eXtreme Gradient Boosting–SHapley Additive exPlanations Approach: A Case Study of Xi’an
16 references·0 citing·44 second hopsampled
Exploring the Complex Effects and Their Spatial Associations of the Built Environment on the Vitality of Community Life Circles Using an eXtreme Gradient Boosting–SHapley Additive exPlanations Approach: A Case Study of Xi’an (2025)Exploring the Complex Effects and Their S…Exploring the spatiotemporal patterns and correlates of urban vitality: Temporal and spatial heterogeneity (2023)Exploring the spatiotemporal …To walk or not to walk? Examining non-linear effects of streetscape greenery on walking propensity of older adults (2021)To walk or not to walk? Exami…Nonlinear and synergistic effects of TOD on urban vibrancy: Applying local explanations for gradient boosting decision tree (2021)Nonlinear and synergistic eff…Introducing the “15-Minute City”: Sustainability, Resilience and Place Identity in Future Post-Pandemic Cities (2021)Introducing the “15-Minute Ci…Elaborating non-linear associations and synergies of subway access and land uses with urban vitality in Shenzhen (2020)Elaborating non-linear associ…Built environment, urban vitality and social cohesion: Do vibrant neighborhoods foster strong communities? (2020)Built environment, urban vita…Portraying the spatial dynamics of urban vibrancy using multisource urban big data (2019)Portraying the spatial dynami…Neighbourhood walkability: A review and bibliometric analysis (2019)Neighbourhood walkability: A …Using mobility data as proxy for measuring urban vitality (2018)Using mobility data as proxy …Evaluating cities' vitality and identifying ghost cities in China with emerging geographical data (2017)Evaluating cities' vitality a…Residential built environment and walking activity: Empirical evidence of Jane Jacobs’ urban vitality (2015)Residential built environment…Economic transition, urbanization and population redistribution in China (2015)Economic transition, urbaniza…Daily life circle reconstruction: A scheme for sustainable development in urban China (2015)Daily life circle reconstruct…Travel and the Built Environment (2010)Travel and the Built Environm…Identifying and Measuring Urban Design Qualities Related to Walkability (2006)Identifying and Measuring Urb…How the built environment affects physical activity (2002)How the built environment aff…A Pattern Language (1977)Discrete Choice Analysis: Theory and Application to Travel Demand. (1987)Travel demand and the 3Ds: Density, diversity, and design (1997)Neighborhood-Based Differences in Physical Activity: An Environment Scale Evaluation (2003)Relationship between Urban Sprawl and Physical Activity, Obesity, and Morbidity (2003)The Measurement of Observer Agreement for Categorical Data (1977)Environmental correlates of walking and cycling: Findings from the transportation, urban design, and planning literatures (2003)Parks and People: An Environmental Justice Inquiry in Baltimore, Maryland (2009)Creating sense of community: The role of public space (2012)What is a walkable place? The walkability debate in urban design (2015)Statistical Methods for Meta-Analysis (1988)Introduction to Meta‐Analysis (2009)Role of Built Environments in Physical Activity, Obesity, and Cardiovascular Disease (2012)City planning and population health: a global challenge (2016)Introduction to Meta‐Analysis (2021)Many Pathways from Land Use to Health: Associations between Neighborhood Walkability and Active Transportation, Body Mass Index, and Air Quality (2006)Built Environment Correlates of Walking (2008)Looking at Barcelona through Jane Jacobs’s eyes: Mapping the basic conditions for urban vitality in a Mediterranean conurbation (2018)Impacts of Built Environment on Urban Vitality: Regression Analyses of Beijing and Chengdu, China (2019)The Death and Life of Great American Cities (1962)The Urban Transformation of the Developing World (2008)The Death and Life of Great American Cities (2015)The spatial integration and coordinated industrial development of urban agglomerations in the Yangtze River Economic Belt, China (2020)Urban expansion and the urban–rural income gap: Empirical evidence from China (2022)Obesity relationships with community design, physical activity, and time spent in cars (2004)Built environment attributes and their influence on walkability (2021)Perception of the built environment and walking in pericentral neighbourhoods in Santiago, Chile (2021)Determinants and effects of perceived walkability: a literature review, conceptual model and research agenda (2022)The Strength of Weak Ties (1973)Bowling alone: the collapse and revival of American community (2000)Structural equation modeling with AMOS: basic concepts, applications, and programming (2000)What makes cities livable? Determinants of neighborhood satisfaction and neighborhood happiness in different contexts (2021)Time to challenge the 15-minute city: Seven pitfalls for sustainability, equity, livability, and spatial analysis (2024)Understanding the Relationship between Urban Public Space and Social Cohesion: A Systematic Review (2024)Travel and the Built Environment: A Synthesis (2001)The 15-minute city for all? – Measuring individual and temporal variations in walking accessibility (2022)The essentials of factor analysis (1970)Spatial Development Patterns and Public Transport: The Application of an Analytical Model in the Netherlands (1999)Transit-oriented development: A review of research achievements and challenges (2019)Environmental factors for outdoor jogging in Beijing: Insights from using explainable spatial machine learning and massive trajectory data (2023)Nonlinear and threshold effects of the built environment, road vehicles and air pollution on urban vitality (2024)The 15-minute city offers a new framework for sustainability, liveability, and health (2022)The 15-minute city: Urban planning and design efforts toward creating sustainable neighborhoods (2022)The x-minute city: Measuring the 10, 15, 20-minute city and an evaluation of its use for sustainable urban design (2022)
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References

  • 2010Travel and the Built Environment5,396 cited
  • 2021Introducing the “15-Minute City”: Sustainability, Resilience and Place Identity in Future Post-Pandemic Cities1,971 cited
  • 2002How the built environment affects physical activity1,916 cited
  • 2006Identifying and Measuring Urban Design Qualities Related to Walkability583 cited
  • 2021To walk or not to walk? Examining non-linear effects of streetscape greenery on walking propensity of older adults462 cited
  • 2020Built environment, urban vitality and social cohesion: Do vibrant neighborhoods foster strong communities?402 cited
  • 2017Evaluating cities' vitality and identifying ghost cities in China with emerging geographical data383 cited
  • 2019Neighbourhood walkability: A review and bibliometric analysis286 cited
  • 2021Nonlinear and synergistic effects of TOD on urban vibrancy: Applying local explanations for gradient boosting decision tree280 cited
  • 2015Residential built environment and walking activity: Empirical evidence of Jane Jacobs’ urban vitality275 cited
  • 2019Portraying the spatial dynamics of urban vibrancy using multisource urban big data262 cited
  • 2023Exploring the spatiotemporal patterns and correlates of urban vitality: Temporal and spatial heterogeneity215 cited
  • 2020Elaborating non-linear associations and synergies of subway access and land uses with urban vitality in Shenzhen199 cited

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2015
Economic transition, urbanization and population redistribution in China
172 cited
  • 2018Using mobility data as proxy for measuring urban vitality154 cited
  • 2015Daily life circle reconstruction: A scheme for sustainable development in urban China68 cited
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