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Spatio–temporal effects of built environment on running activity based on a random forest approach in nanjing, China
16 references·3 citing·45 second hop
Spatio–temporal effects of built environment on running activity based on a random forest approach in nanjing, China (2024)Spatio–temporal effects of built environm…Subjective or objective measures of street environment, which are more effective in explaining housing prices? (2022)Subjective or objective measu…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…Objective scoring of streetscape walkability related to leisure walking: Statistical modeling approach with semantic segmentation of Google Street View images (2020)Objective scoring of streetsc…Examining non-linear built environment effects on elderly’s walking: A random forest approach (2020)Examining non-linear built en…Check-in behaviour and spatio-temporal vibrancy: An exploratory analysis in Shenzhen, China (2018)Check-in behaviour and spatio…A geographically and temporally weighted regression model to explore the spatiotemporal influence of built environment on transit ridership (2018)A geographically and temporal…Built Environments and Active Living in Rural and Remote Areas: a Review of the Literature (2015)Built Environments and Active…Perceived neighborhood environmental attributes associated with adults’ transport-related walking and cycling: Findings from the USA, Australia and Belgium (2012)Perceived neighborhood enviro…The Built Environment and Location-Based Physical Activity (2010)The Built Environment and Loc…Does Residential Density Increase Walking and Other Physical Activity? (2007)Does Residential Density Incr…Testing for serial correlation, spatial autocorrelation and random effects using panel data (2006)Testing for serial correlatio…Testing panel data regression models with spatial error correlation (2003)Testing panel data regression…Local Forms of Spatial Analysis (1999)Local Forms of Spatial Analys…Geographically Weighted Regression: A Natural Evolution of the Expansion Method for Spatial Data Analysis (1998)Geographically Weighted Regre…Travel demand and the 3Ds: Density, diversity, and design (1997)Travel demand and the 3Ds: De…WHAT ABOUT PEOPLE IN REGIONAL SCIENCE? (1970)WHAT ABOUT PEOPLE IN REGIONAL…Examining the impact of urban environment on healthy vitality of outdoor running based on street view imagery and urban big data (2025)Examining the impact of urban…Environmental determinants of dynamic jogging patterns: Insights from trajectory big data analysis and interpretable machine learning (2025)Environmental determinants of…Built environment and childhood obesity (2024)Built environment and childho…How the built environment affects physical activity (2002)Environmental correlates of walking and cycling: Findings from the transportation, urban design, and planning literatures (2003)Design and Destinations: Factors Influencing Walking and Total Physical Activity (2008)Built Environment Influences on Healthy Transportation Choices: Bicycling versus Driving (2010)Impacts of Mixed Use and Density on Utilization of Three Modes of Travel: Single-Occupant Vehicle, Transit, and Walking (1994)A micro-analysis of land use and travel in five neighborhoods in the San Francisco Bay Area (1997)AN ECOLOGICAL APPROACH TO CREATING ACTIVE LIVING COMMUNITIES (2005)Multiple Factor Analysis (2007)Spatial Econometrics: Methods and Models (1988)Consistent Covariance Matrix Estimation with Spatially Dependent Panel Data (1998)Analysis of Panel Data (2003)Quasi-maximum likelihood estimators for spatial dynamic panel data with fixed effects when both n and T are large (2008)Large panels with common factors and spatial correlation (2010)Dynamic spatial panels: models, methods, and inferences (2011)Ecological Correlations and the Behavior of Individuals (1950)The Analysis of Spatial Association by Use of Distance Statistics (1992)Local Indicators of Spatial Association—LISA (1995)Spatial statistics for urban analysis: A review of techniques with examples (2004)Spatially Integrated Social Science (2006)Geographically weighted regression and multicollinearity: dispelling the myth (2016)Spatial Dependence in linear Regression Models with an Introduction to Spatial Econometrics (1998)A Generalized Moments Estimator for the Autoregressive Parameter in a Spatial Model (1999)A SPATIAL CLIFF-ORD-TYPE MODEL WITH HETEROSKEDASTIC INNOVATIONS: SMALL AND LARGE SAMPLE RESULTS* (2009)The capitalization of school quality into house values: A review (2011)Household dynamics of technology adoption: A spatial econometric analysis of residential solar photovoltaic (PV) systems in Germany (2016)Spatial Processes, Models and Applications (1983)Under the hood Issues in the specification and interpretation of spatial regression models (2002)Under the hood Issues in the specification and interpretation of spatial regression models (2002)Multicollinearity and correlation among local regression coefficients in geographically weighted regression (2005)Interactive Spatial Data Analysis (1995)Geographically Weighted Regression: A Method for Exploring Spatial Nonstationarity (1996)Spatiotemporal distribution characteristics and mechanism analysis of urban population density: A case of Xi'an, Shaanxi, China (2018)Portraying the spatial dynamics of urban vibrancy using multisource urban big data (2019)Nonlinear and synergistic effects of TOD on urban vibrancy: Applying local explanations for gradient boosting decision tree (2021)How derived is the demand for travel? Some conceptual and measurement considerations (2001)Travel and the Built Environment: A Synthesis (2001)Model-Dependent Variance Inflation Factor Cutoff Values (2002)Non-linear associations between built environment and active travel for working and shopping: An extreme gradient boosting approach (2021)Time-varying and non-linear associations between metro ridership and the built environment (2022)Travel and the Built Environment (2010)The 15-minute city for all? – Measuring individual and temporal variations in walking accessibility (2022)Exploring the spatiotemporal patterns and correlates of urban vitality: Temporal and spatial heterogeneity (2023)Space‐Time and Integral Measures of Individual Accessibility: A Comparative Analysis Using a Point‐based Framework (1998)Accessibility evaluation of land-use and transport strategies: review and research directions (2003)Human mobility: Models and applications (2018)
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References

  • 1997Travel demand and the 3Ds: Density, diversity, and design4,588 cited
  • 1970WHAT ABOUT PEOPLE IN REGIONAL SCIENCE?3,414 cited
  • 1998Geographically Weighted Regression: A Natural Evolution of the Expansion Method for Spatial Data Analysis1,154 cited
  • 2003Testing panel data regression models with spatial error correlation592 cited
  • 2021To walk or not to walk? Examining non-linear effects of streetscape greenery on walking propensity of older adults462 cited
  • 2006Testing for serial correlation, spatial autocorrelation and random effects using panel data390 cited
  • 1999Local Forms of Spatial Analysis381 cited
  • 2020Examining non-linear built environment effects on elderly’s walking: A random forest approach352 cited
  • 2007Does Residential Density Increase Walking and Other Physical Activity?349 cited
  • 2018Check-in behaviour and spatio-temporal vibrancy: An exploratory analysis in Shenzhen, China341 cited
  • 2018A geographically and temporally weighted regression model to explore the spatiotemporal influence of built environment on transit ridership333 cited
  • 2010The Built Environment and Location-Based Physical Activity266 cited
  • 2020Objective scoring of streetscape walkability related to leisure walking: Statistical modeling approach with semantic segmentation of Google Street View images247 cited
  • 2022

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Subjective or objective measures of street environment, which are more effective in explaining housing prices?
205 cited
  • 2015Built Environments and Active Living in Rural and Remote Areas: a Review of the Literature174 cited
  • 2012Perceived neighborhood environmental attributes associated with adults’ transport-related walking and cycling: Findings from the USA, Australia and Belgium158 cited
  • Cited by

    • 2025Environmental determinants of dynamic jogging patterns: Insights from trajectory big data analysis and interpretable machine learning23 cited
    • 2025Examining the impact of urban environment on healthy vitality of outdoor running based on street view imagery and urban big data18 cited
    • 2024Built environment and childhood obesity10 cited