Table 1.
Category | Data source | Time | Spatial scale | Temporal scale | Spatial linkage | Temporal linkagea | Number of measures | Number of variablesb |
---|---|---|---|---|---|---|---|---|
Natural environment | ||||||||
Air toxicant | National Air Toxic Assessment, EPA | 2005, 2011, 2014 (2010, 2012–2013 interpolated) | Census tract | 1-year | 250m buffer | T12 | 89 | 87 |
Fine particulate matter and ozone | Fused Air Quality Surface using Downscaling, EPA | 2010–2014 | Census tract | 1-day | 250m buffer | T1, T2, T12 | 2 | 6 |
Meteorology | North American Regional Reanalysis, National Centers for Environmental Prediction | 2010–2014 | Raster 32km | 1-day | 250m buffer | T1, T2, T12 | 257 | 410 |
Built environment | ||||||||
Food access | Food Access Research Atlas, USDA | 2010, 2015 (2011–2014 interpolated) | Census tract | 1-year | 250m buffer | T12 | 44 | 42 |
Greenness | Normalized Difference Vegetation Index, NASA’s TERRA/MODIS | 2010–2014 | Raster 250m | 16-day | 250m buffer | T1, T2, T12 | 1 | 3 |
Walkability | WalkScore | 2010–2014 | Raster 0.0015 degree in lon/lat | Cross-sectional | 250m buffer | T12 | 1 | 1 |
Social environment | ||||||||
Address vacancy | Aggregated USPS Administrative Data on Address Vacancies, HUD | 2010–2014 | Census tract | 3-month | 250m buffer | T1, T2, T12 | 122 | 289 |
Crime and safety | Uniform Crime Reporting Program, FBI | 2010–2014 | County | 1-year | 250m buffer | T12 | 7 | 7 |
Social capital | Census Business Pattern | 2010–2014 | ZCTA5 | 1-year | 250m buffer | T12 | 10 | 9 |
Sociodemographic status and housing | American Community Survey | 2006–2015 | Census block group | 5-year | 250m buffer | T12 | 4,930 | 4,930 |
T1: trimester 1; T2: trimester 2; T12: trimesters 1 and 2.
Number of variables after accounting for the different temporal linkages and removal of perfectly correlated variables (absolute value of correlation coefficient > 0.99).