Net Emissions Impacts of Transit Operations — Utah Transit Authority, Wasatch Front
First study to model net VMT, fuel consumption, CO₂, and criteria air pollutant impacts of an entire US transit system at hourly and city-block spatial resolution, combining UTA’s electronic fare collection and automated passenger counter data with GTFS service schedules — finding that UTA collectively offsets ~1.5% of seven-county onroad emissions, with strong spatial and temporal heterogeneity by mode, time of day, and season.
- Region
- Wasatch Front, Utah (Salt Lake, Davis, Weber, Utah, and adjacent counties); Salt Lake Valley airshed
- Sector
- Academic
- Methods
- GTFS feed processing: route geometry construction, stop snapping, and trip segmentation in ArcGIS 10.3.1, Grid intersection of transit route segments with 0.002° × 0.002° (~200 m) atmospheric modeling grid, Electronic fare collection (EFC) trip processing and spatial allocation to GTFS routes, APC-based scaling of EFC ridership to system-wide passenger miles by mode, Transit vehicle emissions estimation using UTA Transit Emissions Quantifier Tool (APTA TEQ v10, Utah fleet–specific factors), Avoided auto emissions modeling (single-occupancy vehicle equivalents, EPA emission factors), Net emissions calculation: avoided minus realized, by mode, hour, grid cell, and pollutant species (CO₂, CO, NOx, PM2.5, SOx, NMHC), Fleet modernization sensitivity analysis (CNG/clean diesel buses, Tier 3 commuter rail locomotives)