Environmental Protection Agency (EPA) Smart Location Database

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Details Frequency of transit service per hour and per mile, job and worker accessibility by auto travel and transit commute, economic diversity, road network density, intersection density, walkability
Topics Distance to transit, Access to destinations, economic diversity, built environment
Source Environmental Protection Agency
Years Available 2021
Geographies Block group
Public Edition or Subscriber-only Public Edition
Download Available yes
For more information https://www.epa.gov/smartgrowth/smart-location-mapping#SLD
Last updated on PolicyMap January 2022

Description:

The Environmental Protection Agency’s (EPA) Smart Location Database provides data on the relationship between land use and transportation efficiency. The Smart Location Database (SLD) summarizes several demographic, employment, and land use variables for Census block groups. PolicyMap made an excerpt from this larger body of work available on its platform.

Frequency of transit service provides a general metric of the quality of public transit options in an area. EPA calculated transit frequency through an analysis of General Transit Feed Specification (GTFS) data between 4:00 and 7:00 PM on a weekday. Then, for each block group, EPA identified transit routes with service that stops within 0.4 km (0.25 miles). Finally, EPA summed aggregate service frequency by block group. Values for this metric are expressed as service frequency per hour of service. GTFS is a transit data reporting standard that allows public transit agencies to publish data in a standard format. EPA also calculated frequency of transit service per square mile by dividing frequency of transit service per hour by total land acreage then converting to units per square mile. Where the total land acreage was zero, total block group acreage was used as the denominator.

To create the indicators on job or workforce accessibility by auto travel, the EPA joined an origin-destination matrix to employment and demographic data from the 2010 Census. Although the transit accessibility indicators were analyzed the same way as the auto accessibility, it was analyzed for evening peak travel period only, as this is normally the period of relatively intense levels of transit service.

Available Data Layers & Indicators
Indicator Name Geographies Measurement Type Time Frame Coverage
Jobs within 45 minutes auto travel time Block Group Number 2021
Jobs within 45-minute transit commute Block Group Number 2021
Aggregate frequency of rush-hour transit service Block Group Frequency 2021
Aggregate frequency of transit service per square mile Block Group Frequency 2021
Working-age population within 45-minute transit commute Block Group Number 2021
Working age population within 45 minutes auto travel time Block Group Number 2021
Employment density Block Group Number per acre 2021
Average number of jobs per household Block Group Ratio 2021
Ranking of economic and residential development density Block Group Rank 2021
Average number of workers per job Block Group Ratio 2021
Economic diversity Block Group Index 2021
Ranking of economic diversity Block Group Rank 2021
Total road network density Block Group Number per square mile 2021
Auto-oriented road network density Block Group Number per square mile 2021
Multi-modal road network density Block Group Number per square mile 2021
Pedestrian-oriented road network density Block Group Number per square mile 2021
Street intersection density (not auto-oriented) Block Group Number per square mile 2021
Ranking of street intersection density Block Group Rank 2021
Auto-oriented intersection density Block Group Number per square mile 2021
Density of multi-modal intersections with three legs Block Group Number per square mile 2021
Density of multi-modal intersections with at least four legs Block Group Number per square mile 2021
Density of pedestrian-oriented intersections with three legs Block Group Number per square mile 2021
Density of pedestrian-oriented instersections with at least four legs Block Group Number per square mile 2021
Distance to nearest transit stop Block Group Meters 2021
Ranking of distance to nearest transit stop Block Group Rank 2021
National walkability index Block Group Index 2021