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A citizen science toolkit to collect human perceptions of urban environments using open street view images

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References

2008Come take a walk with me: The “Go-Along” interview as a novel method for studying the implications of place for health and well-being1,106 cited
2021Street view imagery in urban analytics and GIS: A review942 cited
2018Systematic review of the use of Google Street View in health research: Major themes, strengths, weaknesses and possibilities for future research275 cited
2010Can Virtual Streetscape Audits Reliably Replace Physical Streetscape Audits?240 cited
2021Places for play: Understanding human perception of playability in cities using street view images and deep learning105 cited
2007Taking Online Maps Down to Street Level102 cited
2009Analyzing Accessibility Dimension of Urban Quality of Life: Where Urban Designers Face Duality Between Subjective and Objective Reading of Place102 cited
2022A comprehensive framework for evaluating the quality of street view imagery83 cited
2023An examination of the spatial coverage and temporal variability of Google Street View (GSV) images in small- and medium-sized cities: A people-based approach52 cited
2019The State of Mapillary: An Exploratory Analysis44 cited
2024To use or not to use proprietary street view images in (health and place) research? That is the question41 cited

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2025Validating Pedestrian Infrastructure Data: How Well Do Street-View Imagery Audits Compare to Government Field Data?9 cited

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