Neighborhood attributes have been shown to influence health, but advances in neighborhood research has been constrained by the lack of neighborhood data for many geographical areas and few neighborhood studies examine features of nonmetropolitan locations. We leveraged a massive source of Google Street View (GSV) images and computer vision to automatically characterize national neighborhood built environments. Using road network data and Google Street View API, from December 15, 2017-May 14, 2018 we retrieved over 16 million GSV images of street intersections across the United States. Computer vision was applied to label each image. We implemented regression models to estimate associations between built environments and county health outcom...
As an important component of the urban ecosystem, the urban greenery provides a series of benefits t...
Background: Children growing up in poor versus affluent neighborhoods are more likely to spend time ...
Although many low-income urban areas are highly walkable by conventional measures such as population...
Characteristics of the neighborhood built environment influence health and health behavior. Google S...
Characteristics of the neighborhood built environment influence health and health behavior. Google S...
Previous studies have demonstrated that there is a high possibility that the presence of certain bui...
The spread of COVID-19 is not evenly distributed. Neighborhood environments may structure risks and ...
Background: Children growing up in poor versus affluent neighborhoods are more likely to spend time ...
Traditionally, understanding urban neighborhood conditions heavily relies on time-consuming and labo...
Adverse neighborhood conditions play an important role beyond individual characteristics. There is i...
The last decade has seen an explosion of ‘Big Data’ sources about society which have opened up new a...
Public health research has shown that neighborhood conditions are associated with health behaviors a...
Objectives: Despite theoretical interest in how dimensions of the built environment can help explain...
While street view imagery has accumulated over the years, its use to date has been largely limi...
Street imagery is a promising big data source providing current and historical images in more than 1...
As an important component of the urban ecosystem, the urban greenery provides a series of benefits t...
Background: Children growing up in poor versus affluent neighborhoods are more likely to spend time ...
Although many low-income urban areas are highly walkable by conventional measures such as population...
Characteristics of the neighborhood built environment influence health and health behavior. Google S...
Characteristics of the neighborhood built environment influence health and health behavior. Google S...
Previous studies have demonstrated that there is a high possibility that the presence of certain bui...
The spread of COVID-19 is not evenly distributed. Neighborhood environments may structure risks and ...
Background: Children growing up in poor versus affluent neighborhoods are more likely to spend time ...
Traditionally, understanding urban neighborhood conditions heavily relies on time-consuming and labo...
Adverse neighborhood conditions play an important role beyond individual characteristics. There is i...
The last decade has seen an explosion of ‘Big Data’ sources about society which have opened up new a...
Public health research has shown that neighborhood conditions are associated with health behaviors a...
Objectives: Despite theoretical interest in how dimensions of the built environment can help explain...
While street view imagery has accumulated over the years, its use to date has been largely limi...
Street imagery is a promising big data source providing current and historical images in more than 1...
As an important component of the urban ecosystem, the urban greenery provides a series of benefits t...
Background: Children growing up in poor versus affluent neighborhoods are more likely to spend time ...
Although many low-income urban areas are highly walkable by conventional measures such as population...