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How the built environment promotes public transportation in Wuhan: A multiscale geographically weighted regression analysis
16 references·16 citing·43 second hopsampled
How the built environment promotes public transportation in Wuhan: A multiscale geographically weighted regression analysis (2022)How the built environment promotes public…Spatially varying impacts of built environment factors on rail transit ridership at station level: A case study in Guangzhou, China (2020)Spatially varying impacts of …Applying gradient boosting decision trees to examine non-linear effects of the built environment on driving distance in Oslo (2018)Applying gradient boosting de…Multiscale Geographically Weighted Regression (MGWR) (2017)Multiscale Geographically Wei…Built environmental impacts on commuting mode choice and distance: Evidence from Shanghai (2016)Built environmental impacts o…Built environment and mode choice relationship for commute travel in the city of Rajkot, India (2016)Built environment and mode ch…Zooming into individuals to understand the collective: A review of trajectory-based travel behaviour studies (2014)Zooming into individuals to u…How built environment affects travel behavior: A comparative analysis of the connections between land use and vehicle miles traveled in US cities (2012)How built environment affects…A Broader Context for Land Use and Travel Behavior, and a Research Agenda (2011)A Broader Context for Land Us…Travel and the Built Environment (2010)Travel and the Built Environm…The relationship between the built environment and nonwork travel: A case study of Northern California (2009)The relationship between the …What affects commute mode choice: neighborhood physical structure or preferences toward neighborhoods? (2004)What affects commute mode cho…Built environments and mode choice: toward a normative framework (2002)Built environments and mode c…Geographically Weighted Regression: A Natural Evolution of the Expansion Method for Spatial Data Analysis (1998)Geographically Weighted Regre…Mixed land-uses and commuting: Evidence from the American Housing Survey (1996)Mixed land-uses and commuting…Geographically Weighted Regression: A Method for Exploring Spatial Nonstationarity (1996)Geographically Weighted Regre…Jobs-Housing Balancing and Regional Mobility (1989)Jobs-Housing Balancing and Re…Revealing the relationship between 2D/3D built environment and jobs-housing separation coupling nonlinearity and spatial nonstationarity (2025)Revealing the relationship be…Inspecting urban transit-oriented development from the perspective of human activity: A case study of Xi'an, China (2025)Inspecting urban transit-orie…Exploring the spatial distribution structure of intercity human mobility networks under multimodal transportation systems in China (2025)Exploring the spatial distrib…Temporal dynamics of public transportation ridership in Seoul before, during, and after COVID-19 from urban resilience perspective (2024)Temporal dynamics of public t…Spatial insights for sustainable transportation based on carbon emissions from multiple transport modes: A township-level case study in China (2024)Spatial insights for sustaina…Identifying, Analyzing, and forecasting commuting patterns in urban public Transportation: A review (2024)Identifying, Analyzing, and f…Changes in visitor behaviour across COVID-19 pandemic: Unveiling urban visitation dynamics and non-linear relationships with the built environment using mobile big data (2024)Changes in visitor behaviour …The varying effects of residential built environment on travel behavior of internal migrants and locals (2023)The varying effects of reside…Spatio-Temporal Investigation of Public Transport Demand Using Smart Card Data (2023)Spatio-Temporal Investigation…Spatially Varying Impacts of Built Environment on Transfer Ridership of Metro and Bus Systems (2023)Spatially Varying Impacts of …Spatial scale analysis for the relationships between the built environment and cardiovascular disease based on multi-source data (2023)Spatial scale analysis for th…Multi-Scale Geographically Weighted Elasticity Regression Model to Explore the Elastic Effects of the Built Environment on Ride-Hailing Ridership (2023)Multi-Scale Geographically We…Integrating street view images and deep learning to explore the association between human perceptions of the built environment and cardiovascular disease in older adults (2023)Integrating street view image…Examining the effects of station-level factors on metro ridership using multiscale geographically weighted regression (2023)Examining the effects of stat…A multiscale spatial analysis of taxi ridership (2023)A multiscale spatial analysis…Impact of Subjective and Objective Factors on Bus Travel Intention (2022)Impact of Subjective and Obje…How Accessibility Shapes Land Use (1959)Approaches to Social Research (1989)The Practice of Social Research (1989)Independent Mobility and Mode Choice for School Transportation: A Review and Framework for Future Research (2012)Mode choice of university students commuting to school and the role of active travel (2013)A geographically and temporally weighted regression model to explore the spatiotemporal influence of built environment on transit ridership (2018)Spatial interaction theory and planning models (1979)Impacts of Mixed Use and Density on Utilization of Three Modes of Travel: Single-Occupant Vehicle, Transit, and Walking (1994)Travel and the Built Environment: A Synthesis (2001)Environmental correlates of walking and cycling: Findings from the transportation, urban design, and planning literatures (2003)Discrete Choice Analysis: Theory and Application to Travel Demand. (1987)Discrete choice analysis: Theory and application to travel demand (1988)Travel demand and the 3Ds: Density, diversity, and design (1997)A comprehensive analysis of built environment characteristics on household residential choice and auto ownership levels (2006)Self-Selection in the Relationship between the Built Environment and Walking: Empirical Evidence from Northern California (2006)Neighborhood Walkability and the Walking Behavior of Australian Adults (2007)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)Introducing the “15-Minute City”: Sustainability, Resilience and Place Identity in Future Post-Pandemic Cities (2021)Introduction to Meta‐Analysis (2021)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)A Computer Movie Simulating Urban Growth in the Detroit Region (1970)Geographically Weighted Regression: The Analysis of Spatially Varying Relationships (2002)Annals of the American association of geographers (2016)Inference in Multiscale Geographically Weighted Regression (2019)A Route Map for Successful Applications of Geographically Weighted Regression (2022)Central Places in Southern Germany (1967)Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series (2019)Examining non-linear built environment effects on elderly’s walking: A random forest approach (2020)To walk or not to walk? Examining non-linear effects of streetscape greenery on walking propensity of older adults (2021)Methods to account for spatial autocorrelation in the analysis of species distributional data: a review (2007)Geographically and temporally weighted regression for modeling spatio-temporal variation in house prices (2010)An optimal parameters-based geographical detector model enhances geographic characteristics of explanatory variables for spatial heterogeneity analysis: cases with different types of spatial data (2020)Is the Journey to Work Explained by Urban Structure? (1993)Can Land-use Policy Really Affect Travel Behaviour? A Study of the Link between Non-work Travel and Land-use Characteristics (1998)Characteristics, Causes, and Effects of Sprawl: A Literature Review (2008)AN ECOLOGICAL APPROACH TO CREATING ACTIVE LIVING COMMUNITIES (2005)Commuting by Bicycle: An Overview of the Literature (2009)
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References

  • 2010Travel and the Built Environment5,396 cited
  • 1996Geographically Weighted Regression: A Method for Exploring Spatial Nonstationarity3,562 cited
  • 2017Multiscale Geographically Weighted Regression (MGWR)1,381 cited
  • 1998Geographically Weighted Regression: A Natural Evolution of the Expansion Method for Spatial Data Analysis1,154 cited
  • 2002Built environments and mode choice: toward a normative framework862 cited
  • 1996Mixed land-uses and commuting: Evidence from the American Housing Survey667 cited
  • 1989Jobs-Housing Balancing and Regional Mobility583 cited
  • 2004What affects commute mode choice: neighborhood physical structure or preferences toward neighborhoods?559 cited
  • 2018Applying gradient boosting decision trees to examine non-linear effects of the built environment on driving distance in Oslo446 cited
  • 2009The relationship between the built environment and nonwork travel: A case study of Northern California349 cited
  • 2016Built environmental impacts on commuting mode choice and distance: Evidence from Shanghai294 cited
  • 2011A Broader Context for Land Use and Travel Behavior, and a Research Agenda232 cited
  • 2020Spatially varying impacts of built environment factors on rail transit ridership at station level: A case study in Guangzhou, China225 cited
  • 2014Zooming into individuals to understand the collective: A review of trajectory-based travel behaviour studies

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215 cited
  • 2012How built environment affects travel behavior: A comparative analysis of the connections between land use and vehicle miles traveled in US cities186 cited
  • 2016Built environment and mode choice relationship for commute travel in the city of Rajkot, India177 cited
  • Cited by

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    • 2025Exploring the spatial distribution structure of intercity human mobility networks under multimodal transportation systems in China27 cited
    • 2024Identifying, Analyzing, and forecasting commuting patterns in urban public Transportation: A review23 cited
    • 2023Spatially Varying Impacts of Built Environment on Transfer Ridership of Metro and Bus Systems23 cited
    • 2023Spatial scale analysis for the relationships between the built environment and cardiovascular disease based on multi-source data22 cited
    • 2023Integrating street view images and deep learning to explore the association between human perceptions of the built environment and cardiovascular disease in older adults20 cited
    • 2024Temporal dynamics of public transportation ridership in Seoul before, during, and after COVID-19 from urban resilience perspective20 cited
    • 2024Changes in visitor behaviour across COVID-19 pandemic: Unveiling urban visitation dynamics and non-linear relationships with the built environment using mobile big data18 cited
    • 2023Spatio-Temporal Investigation of Public Transport Demand Using Smart Card Data16 cited
    • 2025Inspecting urban transit-oriented development from the perspective of human activity: A case study of Xi'an, China14 cited
    • 2025Revealing the relationship between 2D/3D built environment and jobs-housing separation coupling nonlinearity and spatial nonstationarity14 cited
    • 2023Multi-Scale Geographically Weighted Elasticity Regression Model to Explore the Elastic Effects of the Built Environment on Ride-Hailing Ridership13 cited
    • 2023The varying effects of residential built environment on travel behavior of internal migrants and locals12 cited
    • 2022Impact of Subjective and Objective Factors on Bus Travel Intention9 cited