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Using Google Street View to Audit the Built Environment: Inter-rater Reliability Results
4 references·16 citing·43 second hopsampled
Using Google Street View to Audit the Built Environment: Inter-rater Reliability Results (2012)Using Google Street View to Audit the Bui…Using Google Street View to Audit Neighborhood Environments (2010)Using Google Street View to A…Can Virtual Streetscape Audits Reliably Replace Physical Streetscape Audits? (2010)Can Virtual Streetscape Audit…Measuring the Built Environment for Physical Activity (2009)Measuring the Built Environme…The Measurement of Observer Agreement for Categorical Data (1977)The Measurement of Observer A…The 15-minute community life circle for older people: Walkability measurement based on service accessibility and street-level built environment – A case study of Suzhou, China (2024)The 15-minute community life …Nonlinear and threshold effects of the built environment, road vehicles and air pollution on urban vitality (2024)Nonlinear and threshold effec…Subjective or objective measures of street environment, which are more effective in explaining housing prices? (2022)Subjective or objective measu…Subjective and objective measures of streetscape perceptions: Relationships with property value in Shanghai (2022)Subjective and objective meas…Associations between Street-View Perceptions and Housing Prices: Subjective vs. Objective Measures Using Computer Vision and Machine Learning Techniques (2022)Associations between Street-V…Health and the built environment in United States cities: measuring associations using Google Street View-derived indicators of the built environment (2020)Health and the built environm…Using OpenStreetMap to inventory bicycle infrastructure: A comparison with open data from cities (2019)Using OpenStreetMap to invent…Deep mapping gentrification in a large Canadian city using deep learning and Google Street View (2019)Deep mapping gentrification i…Estimating city-level travel patterns using street imagery: A case study of using Google Street View in Britain (2018)Estimating city-level travel …Built environment and violent crime: An environmental audit approach using Google Street View (2017)Built environment and violent…Assessing Walking and Cycling Environments in the Streets of Madrid: Comparing On-Field and Virtual Audits (2015)Assessing Walking and Cycling…Validity of an Ecometric Neighborhood Physical Disorder Measure Constructed by Virtual Street Audit (2014)Validity of an Ecometric Neig…The SPOTLIGHT virtual audit tool: a valid and reliable tool to assess obesogenic characteristics of the built environment (2014)The SPOTLIGHT virtual audit t…Influence of the Built Environment on Pedestrian Route Choices of Adolescent Girls (2014)Influence of the Built Enviro…Using remote sensing to define environmental characteristics related to physical activity and dietary behaviours: A systematic review (the SPOTLIGHT project) (2013)Using remote sensing to defin…Using google street view for systematic observation of the built environment: analysis of spatio-temporal instability of imagery dates (2013)Using google street view for …The Neighborhood Context of Adolescent Mental Health (1996)Neighborhoods and Violent Crime: A Multilevel Study of Collective Efficacy (1997)Systematic Social Observation of Public Spaces: A New Look at Disorder in Urban Neighborhoods (1999)Divergent Pathways of Gentrification (2014)Where, When, Why, and For Whom Do Residential Contexts Matter? 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(1998)Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement (2015)RoB 2: a revised tool for assessing risk of bias in randomised trials (2019)The Death and Life of Great American Cities (1962)Social Change and Crime Rate Trends: A Routine Activity Approach (1979)Measuring the Built Environment with Google Street View and Machine Learning: Consequences for Crime on Street Segments (2021)Assessing differences in safety perceptions using GeoAI and survey across neighbourhoods in Stockholm, Sweden (2023)Nonlinear relationships and interaction effects of an urban environment on crime incidence: Application of urban big data and an interpretable machine learning method (2023)Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition (1974)Understanding complex interactions between neighborhood environment and personal perception in affecting walking behavior of older adults: A random forest approach combined with human-machine adversarial framework (2023)Measuring human perceptions of a large-scale urban region using machine learning (2018)An explainable model for the mass appraisal of residences: The application of tree-based Machine Learning algorithms and interpretation of value determinants (2022)Introducing street view into node-place model for evaluating transit-oriented development (2025)The Fundamental Issues and Development Trends of AI-Driven Transformations in Urban Transit and Urban Space (2025)Applied Spatial Econometrics: Raising the Bar (2010)Exploring the impact of objective features and subjective perceptions of street environment on cycling preferences (2025)RETRACTED: Unraveling Spatial Nonstationary and Nonlinear Dynamics in Life Satisfaction: Integrating Geospatial Analysis of Community Built Environment and Resident Perception via MGWR, GBDT, and XGBoost (2025)Long or short-distance travel? Mobile phone data reveals how the built environment affects elderly travel patterns (2026)Travel and the Built Environment (2010)Street view imagery in urban analytics and GIS: A review (2021)A systematic review of urban vitality studies: Trends and research opportunities (2025)Analysis of urban vitality and its driving factors in Zhengzhou’s main urban area based on multi-source data and XGBoost (2025)Exploring Nonlinear Threshold Effects and Interactions Between Built Environment and Urban Vitality at the Block Level Using Machine Learning (2025)Built environmental correlates of cycling for transport across Europe (2017)
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References

  • 1977The Measurement of Observer Agreement for Categorical Data81,000 cited
  • 2009Measuring the Built Environment for Physical Activity1,318 cited
  • 2010Using Google Street View to Audit Neighborhood Environments642 cited
  • 2010Can Virtual Streetscape Audits Reliably Replace Physical Streetscape Audits?240 cited

Cited by

  • 2022Subjective or objective measures of street environment, which are more effective in explaining housing prices?205 cited
  • 2022Subjective and objective measures of streetscape perceptions: Relationships with property value in Shanghai133 cited
  • 2024Nonlinear and threshold effects of the built environment, road vehicles and air pollution on urban vitality131 cited
  • 2017Built environment and violent crime: An environmental audit approach using Google Street View129 cited
  • 2013Using google street view for systematic observation of the built environment: analysis of spatio-temporal instability of imagery dates123 cited
  • 2022Associations between Street-View Perceptions and Housing Prices: Subjective vs. Objective Measures Using Computer Vision and Machine Learning Techniques117 cited
  • 2018Estimating city-level travel patterns using street imagery: A case study of using Google Street View in Britain113 cited
  • 2014Validity of an Ecometric Neighborhood Physical Disorder Measure Constructed by Virtual Street Audit112 cited
  • 2014The SPOTLIGHT virtual audit tool: a valid and reliable tool to assess obesogenic characteristics of the built environment

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111 cited
  • 2019Deep mapping gentrification in a large Canadian city using deep learning and Google Street View107 cited
  • 2013Using remote sensing to define environmental characteristics related to physical activity and dietary behaviours: A systematic review (the SPOTLIGHT project)104 cited
  • 2019Using OpenStreetMap to inventory bicycle infrastructure: A comparison with open data from cities97 cited
  • 2024The 15-minute community life circle for older people: Walkability measurement based on service accessibility and street-level built environment – A case study of Suzhou, China97 cited
  • 2014Influence of the Built Environment on Pedestrian Route Choices of Adolescent Girls96 cited
  • 2015Assessing Walking and Cycling Environments in the Streets of Madrid: Comparing On-Field and Virtual Audits92 cited
  • 2020Health and the built environment in United States cities: measuring associations using Google Street View-derived indicators of the built environment91 cited