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A study on street walkability for older adults with different mobility abilities combining street view image recognition and deep learning - The case of Chengxianjie Community in Nanjing (China)
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A study on street walkability for older adults with different mobility abilities combining street view image recognition and deep learning - The case of Chengxianjie Community in Nanjing (China) (2024)A study on street walkability for older a…Aging tsunami coming: the main finding from China’s seventh national population census (2021)Aging tsunami coming: the mai…Built environmental correlates of older adults’ total physical activity and walking: a systematic review and meta-analysis (2017)Built environmental correlate…Walk-friendly suburbs for older adults? Exploring the enablers and barriers to walking in a large suburban municipality in Canada (2015)Walk-friendly suburbs for old…Walking for Recreation and Perceptions of the Neighborhood Environment in Older Chinese Urban Dwellers (2012)Walking for Recreation and Pe…Walk Score™ As a Global Estimate of Neighborhood Walkability (2010)Walk Score™ As a Global Estim…Using Google Street View to Audit Neighborhood Environments (2010)Using Google Street View to A…A comparison of three methods for assessing the walkability of the pedestrian environment (2010)A comparison of three methods…Land Use, Residential Density, and Walking (2009)Land Use, Residential Density…Cross-validation of the factorial structure of the Neighborhood Environment Walkability Scale (NEWS) and its abbreviated form (NEWS-A) (2009)Cross-validation of the facto…Relationships between street characteristics and perceived attractiveness for walking reported by elderly people (2008)Relationships between street …Neighborhood Walkability and the Walking Behavior of Australian Adults (2007)Neighborhood Walkability and …Where Active Older Adults Walk (2006)Where Active Older Adults WalkIncreasing walking (2005)Increasing walkingDeveloping a Reliable Senior Walking Environmental Assessment Tool (2005)Developing a Reliable Senior …Designing the Walkable City (2005)Designing the Walkable CityConcepts Guiding the Study of the Impact of the Built Environment on Physical Activity for Older Adults: A Review of the Literature (2004)Concepts Guiding the Study of…Leveraging sidewalk robots for walkability-related analyses (2025)Leveraging sidewalk robots fo…Enhancing Walkability for Older Adults: The Role of Government Policies and Urban Design (2025)Enhancing Walkability for Old…Deep Learning-Driven Geospatial Modeling of Elderly Care Accessibility: Disparities Across the Urban-Rural Continuum in Central China (2025)Deep Learning-Driven Geospati…Bridging or dividing? The Matthew effect of climate-resilient built environments on community walkability in cold cities (2025)Bridging or dividing? 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(2008)Neighborhood built environment and income: Examining multiple health outcomes (2009)Relationship between the physical environment and physical activity in older adults: A systematic review (2010)Sense of community and its relationship with walking and neighborhood design (2010)Common method biases in behavioral research: A critical review of the literature and recommended remedies. (2003)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Examining non-linear built environment effects on elderly’s walking: A random forest approach (2020)New urban models for more sustainable, liveable and healthier cities post covid19; reducing air pollution, noise and heat island effects and increasing green space and physical activity (2021)Cause-specific mortality for 240 causes in China during 1990–2013: a systematic subnational analysis for the Global Burden of Disease Study 2013 (2015)The impact of retirement on body mass index in China: An empirical study based on regression discontinuity design (2023)Determinants of depressive symptoms in multinational middle-aged and older adults (2025)Factors influencing the intention to use telemedicine services among older adults in China (2025)
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References

  • 2005Increasing walking1,523 cited
  • 2005Designing the Walkable City949 cited
  • 2017Built environmental correlates of older adults’ total physical activity and walking: a systematic review and meta-analysis836 cited
  • 2010Using Google Street View to Audit Neighborhood Environments642 cited
  • 2007Neighborhood Walkability and the Walking Behavior of Australian Adults625 cited
  • 2010Walk Score™ As a Global Estimate of Neighborhood Walkability431 cited
  • 2021Aging tsunami coming: the main finding from China’s seventh national population census292 cited
  • 2004Concepts Guiding the Study of the Impact of the Built Environment on Physical Activity for Older Adults: A Review of the Literature286 cited
  • 2009Cross-validation of the factorial structure of the Neighborhood Environment Walkability Scale (NEWS) and its abbreviated form (NEWS-A)243 cited
  • 2010A comparison of three methods for assessing the walkability of the pedestrian environment241 cited
  • 2009Land Use, Residential Density, and Walking206 cited
  • 2008Relationships between street characteristics and perceived attractiveness for walking reported by elderly people186 cited
  • 2012Walking for Recreation and Perceptions of the Neighborhood Environment in Older Chinese Urban Dwellers115 cited
  • 2005Developing a Reliable Senior Walking Environmental Assessment Tool

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108 cited
  • 2006Where Active Older Adults Walk98 cited
  • 2015Walk-friendly suburbs for older adults? Exploring the enablers and barriers to walking in a large suburban municipality in Canada96 cited
  • Cited by

    • 2024Impact of Physical Features on Visual Walkability Perception in Urban Commercial Streets by Using Street-View Images and Deep Learning21 cited
    • 2025Analyzing the typology and livability of 15-minute travel at metro stations in high-density cities: A case study of Singapore15 cited
    • 2025Deep Learning-Driven Geospatial Modeling of Elderly Care Accessibility: Disparities Across the Urban-Rural Continuum in Central China11 cited
    • 2025Enhancing Walkability for Older Adults: The Role of Government Policies and Urban Design10 cited
    • 2025Leveraging sidewalk robots for walkability-related analyses5 cited
    • 2025Bridging or dividing? The Matthew effect of climate-resilient built environments on community walkability in cold cities3 cited
    • 2025A partial prior knowledge framework to discover the cycling visual environment coupling street view images and shared bike trajectory using deep learning3 cited