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Spatial Variation of Taxi Demand Using GPS Trajectories and POI Data
16 references·9 citing·39 second hop
Spatial Variation of Taxi Demand Using GPS Trajectories and POI Data (2020)Spatial Variation of Taxi Demand Using GP…Spatial variations in urban public ridership derived from GPS trajectories and smart card data (2018)Spatial variations in urban p…Coupling mobile phone and social media data: a new approach to understanding urban functions and diurnal patterns (2017)Coupling mobile phone and soc…Uncovering urban human mobility from large scale taxi GPS data (2015)Uncovering urban human mobili…Spatial variation of the urban taxi ridership using GPS data (2015)Spatial variation of the urba…Revealing travel patterns and city structure with taxi trip data (2015)Revealing travel patterns and…Zooming into individuals to understand the collective: A review of trajectory-based travel behaviour studies (2014)Zooming into individuals to u…Station-Level Forecasting of Bikesharing Ridership (2013)Station-Level Forecasting of …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…Application of geographically weighted regression to the direct forecasting of transit ridership at station-level (2012)Application of geographically…Transit ridership forecasting at station level: an approach based on distance-decay weighted regression (2011)Transit ridership forecasting…Built environments and mode choice: toward a normative framework (2002)Built environments and mode c…Modeling urban taxi services in congested road networks with elastic demand (2001)Modeling urban taxi services …A network model of urban taxi services (1998)A network model of urban taxi…Geographically Weighted Regression: A Method for Exploring Spatial Nonstationarity (1996)Geographically Weighted Regre…A Computer Movie Simulating Urban Growth in the Detroit Region (1970)A Computer Movie Simulating U…Revealing travel patterns and city structure with taxi trip dataRevealing travel patterns and…A scientometric review of research on built environment influence on public transportation demand (2025)A scientometric review of res…The Association between Rainfall and Taxi Travel Activities: A Case Study from Wuhan, China (2024)The Association between Rainf…Influence of the built environment on taxi travel demand based on the optimal spatial analysis unit (2023)Influence of the built enviro…Exploring spatial heterogeneity in the impact of built environment on taxi ridership using multiscale geographically weighted regression (2023)Exploring spatial heterogenei…Workplace commute in Shanghai under post-pandemic rehabilitation: Health and fitness problems in planning and sustainability challenges (2022)Workplace commute in Shanghai…Exploring Built Environment Influence on Taxi Vacant Time in Megacities: A Case Study of Chongqing, China (2022)Exploring Built Environment I…Impact of the mixed degree of urban functions on the taxi travel demand (2021)Impact of the mixed degree of…Exploring the Citywide Human Mobility Patterns of Taxi Trips through a Topic-Modeling Analysis (2021)Exploring the Citywide Human …Revealing Urban Traffic Demand by Constructing Dynamic Networks With Taxi Trajectory Data (2020)Revealing Urban Traffic Deman…Innovation Diffusion As a Spatial Process (1967)Methods to account for spatial autocorrelation in the analysis of species distributional data: a review (2007)A measure of spatial stratified heterogeneity (2016)Multiscale Geographically Weighted Regression (MGWR) (2017)How Accessibility Shapes Land Use (1959)Travel demand and the 3Ds: Density, diversity, and design (1997)Land use characteristics of subway catchment areas and their influence on subway ridership in Seoul (2015)A geographically and temporally weighted regression model to explore the spatiotemporal influence of built environment on transit ridership (2018)Spatial Econometrics: Methods and Models (1988)Geographically Weighted Regression: The Analysis of Spatially Varying Relationships (2002)The role of distance in peri-urban national park use: Who visits them and how far do they travel? 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References

  • 1970A Computer Movie Simulating Urban Growth in the Detroit Region9,754 cited
  • 1996Geographically Weighted Regression: A Method for Exploring Spatial Nonstationarity3,562 cited
  • 2002Built environments and mode choice: toward a normative framework862 cited
  • 2015Revealing travel patterns and city structure with taxi trip data408 cited
  • 2012Application of geographically weighted regression to the direct forecasting of transit ridership at station-level377 cited
  • 2011Transit ridership forecasting at station level: an approach based on distance-decay weighted regression371 cited
  • 2017Coupling mobile phone and social media data: a new approach to understanding urban functions and diurnal patterns298 cited
  • 2015Uncovering urban human mobility from large scale taxi GPS data280 cited
  • 2013Station-Level Forecasting of Bikesharing Ridership277 cited
  • 2015Spatial variation of the urban taxi ridership using GPS data256 cited
  • 2018Spatial variations in urban public ridership derived from GPS trajectories and smart card data251 cited
  • n.d.Revealing travel patterns and city structure with taxi trip data246 cited
  • 1998A network model of urban taxi services225 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
  • 2001Modeling urban taxi services in congested road networks with elastic demand172 cited
  • Cited by

    • 2023Exploring spatial heterogeneity in the impact of built environment on taxi ridership using multiscale geographically weighted regression30 cited
    • 2021Impact of the mixed degree of urban functions on the taxi travel demand25 cited
    • 2020Revealing Urban Traffic Demand by Constructing Dynamic Networks With Taxi Trajectory Data20 cited
    • 2023Influence of the built environment on taxi travel demand based on the optimal spatial analysis unit19 cited
    • 2024The Association between Rainfall and Taxi Travel Activities: A Case Study from Wuhan, China7 cited
    • 2022Exploring Built Environment Influence on Taxi Vacant Time in Megacities: A Case Study of Chongqing, China6 cited
    • 2022Workplace commute in Shanghai under post-pandemic rehabilitation: Health and fitness problems in planning and sustainability challenges5 cited
    • 2021Exploring the Citywide Human Mobility Patterns of Taxi Trips through a Topic-Modeling Analysis5 cited
    • 2025A scientometric review of research on built environment influence on public transportation demand4 cited