Analyzing the effects of Green View Index of neighborhood streets on walking time using Google Street View and deep learning

•The relationships between walking time and various greenery variables were examined.•The difference between the traditional green variables and Green View Index (GVI) was analyzed.•The results verified that GVI is strongly associated with utilitarian and leisure walking time.•Low-income people gene...

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Bibliographic Details

Published in:	Landscape and urban planning Vol. 205; p. 103920
Main Authors:	Ki, Donghwan, Lee, Sugie
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.01.2021
Subjects:	Deep learning Google Street View Green View Index income landscapes regression analysis Semantic segmentation surveys vegetation Walking time Green View Index Google Street View Deep learning Semantic segmentation Walking time
ISSN:	0169-2046, 1872-6062
Online Access:	Get full text
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