ChatGPT Query: [Use data estimating VMT reduction associated with proposed Grayways network to] Estimate carbon (“CO2”) emissions associated with this level of VMT reduction.
ChatGPT Reply: To estimate the carbon emissions associated with the VMT reductions you calculated for the Grayways proposal (~10.5 million to ~14.3 million vehicle-miles avoided per year), we can convert miles avoided into CO₂ emissions avoided using standard emission factors for U.S. passenger vehicles.

Image Warren J. Wells
🔢 Emission Factor for Passenger Vehicles
According to the U.S. Environmental Protection Agency (EPA), the average passenger vehicle emits about 400 grams of CO₂ per mile driven (this reflects typical current U.S. fleet tailpipe emissions).
That’s equivalent to roughly:
- 0.4 kg CO₂ per mile
- 0.0004 metric tons CO₂ per mile
📉 Annual CO₂ Emissions Avoided from Grayways VMT Reductions
Using the VMT reduction range from earlier:
Lower Estimate: 10.5 million miles avoided
- 10,500,000 miles × 0.0004 tons CO₂/mile
≈ 4,200 metric tons CO₂ avoided per year
Higher Estimate: 14.3 million miles avoided
- 14,300,000 miles × 0.0004 tons CO₂/mile
≈ 5,720 metric tons CO₂ avoided per year
Estimated carbon emissions avoided:
👉 ~4,200–5,700 metric tons of CO₂ per year
📌 Interpretation and Context
- Per-mile emissions: The ~400 g CO₂/mile factor reflects a typical gasoline vehicle on U.S. roads today.
- This estimate only includes direct tailpipe CO₂ (not upstream emissions from fuel production or “well-to-wheels” aspects, which would raise the avoided emissions slightly).
- Avoiding ~4,000–6,000 metric tons of CO₂ annually is roughly equivalent to taking about 900–1,200 average gasoline cars off the road for a year (based on ~4.6 metric tons of CO₂ per car annually).
🧠 Notes on Scaling and Uncertainty
✔ If a significant share of avoided trips would otherwise be in more efficient vehicles (hybrids, higher-mpg cars, or electric vehicles on a low-carbon grid), the CO₂ avoided per mile would be lower.
✔ Conversely, if avoided trips are from less efficient vehicles (older cars, SUVs), emissions avoided could be higher than this estimate.
✔ This figure does not include reductions in other climate pollutants (methane, nitrous oxide), health-impairing air pollutants (NOₓ, PM), or co-benefits like reduced congestion.
📊 Summary
| Scenario | VMT Avoided (annual) | CO₂ Avoided (metric tons/year) |
|---|---|---|
| Lower | ~10,500,000 miles | ~4,200 tons CO₂ |
| Higher | ~14,300,000 miles | ~5,720 tons CO₂ |
This provides a plausible carbon reduction range for the Grayways network based on reduced motor vehicle travel alone.