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Investigating the different roles of urban environment in long- and short-distance outdoor jogging: Evidence from Shanghai, China
16 references·0 citing·45 second hop
Investigating the different roles of urban environment in long- and short-distance outdoor jogging: Evidence from Shanghai, China (2025)Investigating the different roles of urba…Unraveling nonlinear and interaction effects of multilevel built environment features on outdoor jogging with explainable machine learning (2024)Unraveling nonlinear and inte…How does visual environment affect outdoor jogging behavior? Insights from large-scale city images and GPS trajectories (2024)How does visual environment a…Crafting a jogging-friendly city: Harnessing big data to evaluate the runnability of urban streets (2024)Crafting a jogging-friendly c…Exploring nonlinear effects of built environment on jogging behavior using random forest (2023)Exploring nonlinear effects o…Examining the influence of neighborhood and street-level built environment on fitness jogging in Chengdu, China: A massive GPS trajectory data analysis (2023)Examining the influence of ne…Environmental factors for outdoor jogging in Beijing: Insights from using explainable spatial machine learning and massive trajectory data (2023)Environmental factors for out…Assessing impacts of objective features and subjective perceptions of street environment on running amount: A case study of Boston (2023)Assessing impacts of objectiv…How Do Different Urban Footpath Environments Affect the Jogging Preferences of Residents of Different Genders? Empirical Research Based on Trajectory Data (2022)How Do Different Urban Footpa…How Are Macro-Scale and Micro-Scale Built Environments Associated with Running Activity? The Application of Strava Data and Deep Learning in Inner London (2022)How Are Macro-Scale and Micro…An explainable predictive model for suicide attempt risk using an ensemble learning and Shapley Additive Explanations (SHAP) approach (2022)An explainable predictive mod…Social reward and support effects on exercise experiences and performance: Evidence from parkrun (2021)Social reward and support eff…“More Than Just a Run in the Park”: An Exploration of Parkrun as a Shared Leisure Space (2018)“More Than Just a Run in the …Towards contextually sensitive urban densification: Location-based softGIS knowledge revealing perceived residential environmental quality (2013)Towards contextually sensitiv…The First Humans – Origin and Early Evolution of the Genus Homo (2009)The First Humans – Origin and…A traffic analysis zone definition: a new methodology and algorithm (2009)A traffic analysis zone defin…Geographic Information Systems for Transportation: Principles and Applications (2001)Geographic Information System…Ecological Correlations and the Behavior of Individuals (1950)A million or so correlation coefficients : three experiments on the modifiable areal unit problem (1979)The Modifiable Areal Unit Problem in Multivariate Statistical Analysis (1991)A GIS-based toolkit for route choice analysis (2010)Territorial cohesion impacts of high-speed rail at different planning levels (2011)Reconstruction of human movement trajectories from large-scale low-frequency mobile phone data (2019)Place and Placelessness (1978)Space and Place: The Perspective of Experience (1978)Space and Place: The Perspective of Experience. 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(2016)Predicting Risk of Suicide Attempts Over Time Through Machine Learning (2017)Effective Credit Risk Prediction Using Ensemble Classifiers With Model Explanation (2024)Local Indicators of Spatial Association—LISA (1995)Travel demand and the 3Ds: Density, diversity, and design (1997)Travel and the Built Environment (2010)Coverage and bias of street view imagery in mapping the urban environment (2025)A review on the effects of physical built environment attributes on enhancing walking and cycling activity levels within residential neighborhoods (2015)Applying a random forest method approach to model travel mode choice behavior (2018)To walk or not to walk? Examining non-linear effects of streetscape greenery on walking propensity of older adults (2021)Investigating urban mobility through multi-source public transportation data: A multiplex network perspective (2024)Examining non-linear built environment effects on elderly’s walking: A random forest approach (2020)Nonlinear and synergistic effects of TOD on urban vibrancy: Applying local explanations for gradient boosting decision tree (2021)Examining the nonlinear relationship between neighborhood environment and residents' health (2024)Utilizing Multi-Source Geospatial Big Data to Examine How Environmental Factors Attract Outdoor Jogging Activities (2024)To Walk or Not to Walk? The Hierarchy of Walking Needs (2005)Built environment, physical activity, and obesity: What have we learned from reviewing the literature? (2011)Environmental determinants of dynamic jogging patterns: Insights from trajectory big data analysis and interpretable machine learning (2025)A Measurement Theory for Time Geography (2004)Physical Activity and Environment Research in the Health Field: Implications for Urban and Transportation Planning Practice and Research (2004)Transit ridership forecasting at station level: an approach based on distance-decay weighted regression (2011)
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References

  • 2001Geographic Information Systems for Transportation: Principles and Applications278 cited
  • 2009The First Humans – Origin and Early Evolution of the Genus Homo255 cited
  • 2013Towards contextually sensitive urban densification: Location-based softGIS knowledge revealing perceived residential environmental quality253 cited
  • 2023Assessing impacts of objective features and subjective perceptions of street environment on running amount: A case study of Boston186 cited
  • 2023Environmental factors for outdoor jogging in Beijing: Insights from using explainable spatial machine learning and massive trajectory data176 cited
  • 2022An explainable predictive model for suicide attempt risk using an ensemble learning and Shapley Additive Explanations (SHAP) approach124 cited
  • 2009A traffic analysis zone definition: a new methodology and algorithm117 cited
  • 2018“More Than Just a Run in the Park”: An Exploration of Parkrun as a Shared Leisure Space112 cited
  • 2024Unraveling nonlinear and interaction effects of multilevel built environment features on outdoor jogging with explainable machine learning98 cited
  • 2023Exploring nonlinear effects of built environment on jogging behavior using random forest96 cited
  • 2022How Are Macro-Scale and Micro-Scale Built Environments Associated with Running Activity? The Application of Strava Data and Deep Learning in Inner London78 cited
  • 2021Social reward and support effects on exercise experiences and performance: Evidence from parkrun78 cited

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2023
Examining the influence of neighborhood and street-level built environment on fitness jogging in Chengdu, China: A massive GPS trajectory data analysis
71 cited
  • 2024How does visual environment affect outdoor jogging behavior? Insights from large-scale city images and GPS trajectories41 cited
  • 2024Crafting a jogging-friendly city: Harnessing big data to evaluate the runnability of urban streets38 cited
  • 2022How Do Different Urban Footpath Environments Affect the Jogging Preferences of Residents of Different Genders? Empirical Research Based on Trajectory Data28 cited
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