The emission density metric quantifies the total vehicle emissions within each U.S. census block, including a 250-meter buffer zone surrounding the block. These emissions are the normalized by the area of the census block to obtain a density value in grams per square kilometer (g/km²). We compute separate emission densities for LDVs, MDVs, and HDVs to capture the distinct contributions of each vehicle class to local air quality.