Flight Emissions Dashboard

Climate Impact by Route & Aircraft

Select a sample route and aircraft below to explore full radiative forcing, per-cabin emissions, aircraft efficiency rankings, and SAF scenarios — all grounded in peer-reviewed climate science with full methodology transparency.

These are curated sample routes. Need a specific route analyzed? Get in touch and we will add it. Higher-level emissions stats (CO₂, CO₂e, fuel burn) are also calculated live on every route in the Flight Plan tab of the main tool.

SAMPLE ROUTES
EMISSIONS ANALYSIS · RFI 2.0
JFK → LHR
JFK → LHR
787-9
Economy Seat
CO₂e incl. RFI 2.0
First Class Seat
×4.2 floor area
Total Fuel
whole flight
Total CO₂e
RFI 2.0 · all agents
Load Factor by Cabin
WEIGHTED AVG LF
— total pax
0% SAF blend
+4% routing · LTO auto
RESET TO DEFAULTS
F:95% · J:90% · W:86% · Y:82%
CO₂E / SEAT · ECONOMY
TOTAL FUEL BURN
TOTAL CO₂E · RFI 2.0
FUEL EFFICIENCY
Want emissions for your own route? Plan any city pair in the Flight Plan tab and the route card will show CO₂, CO₂e, and fuel burn automatically.
— CONTRAIL RISK
Contrail cirrus risk based on route latitude & season. Carries ±50% uncertainty; may contribute as much forcing as CO2 alone.
Radiative Forcing Breakdown
Each row is one agent's CO₂-equivalent warming for the whole flight. NOₓ→CH₄ is a cooling partial offset, shown dashed.
vs. Other Transport Modes
Per-passenger CO₂e for the same point-to-point distance, regardless of whether that mode could actually make the trip. This is standard IPCC/IEA methodology: it isolates the carbon intensity of each mode per passenger-km so you can compare like for like. Nobody is driving a car across the Atlantic — but knowing that economy-class aviation emits roughly the same CO₂e per km as a solo car puts the number in perspective.
The flight bar is stacked by cabin class; hover each segment for breakdown.

Seat Occupancy: Load Factor by Cabin
Each segment shows one cabin's filled seats as a share of total aircraft capacity. The unoccupied remainder completes the ring. Drag the sliders above to update live.
Seat Breakdown
ASSUMED SEAT CONFIGURATION ·
Floor-area multipliers: Economy ×1.0 · Premium ×1.7 · Business ×2.7 · First ×4.2 (IATA standard). Narrowbodies (typical 3-class config): First Class 2-2, Premium Class 3-3, Economy 3-3. Seat counts shown at current cabin load factors.

CORSIA OFFSET EST.
PER SEAT (ECON)
Whole-flight cost at ICAO 2025 band ($6–$16/t CO₂e). Per-seat figure uses IATA floor-area allocation. Informational only.
Aircraft Comparison: Same Route
CO₂e per economy seat, best → worst. Aircraft outside range excluded. Your selection highlighted.

Fuel Efficiency Model: Distance vs CO2e/Seat
Scatter plot of every aircraft across all viable distances, computed by this model live. Dot size reflects LTO (takeoff/climb/descent) overhead; larger dot = more phase-of-flight penalty. Dashed curve is the quadratic regression fit; R² shows how well distance alone predicts emissions. Your current flight is the highlighted point.
Quadratic regression fit
Large dot = high LTO phase overhead (short-haul penalty)
Highlighted = current selection

Methodology — All Formulas
Complete list of equations and constants used in this emissions model. All values computed live in-browser.
Variable Formula / Value Source
CO₂ from fuel fuel_kg × 3.16 ICAO Annex 16
CO₂e (RFI 2.0) CO₂ × 2.0 (sum of all EWFs) Lee et al. 2021
NOₓ → O₃ CO₂ × 0.52 Lee et al. 2021 EWF
NOₓ → CH₄ (cooling) CO₂ × −0.26 Lee et al. 2021 EWF
H₂O vapour CO₂ × 0.08 Lee et al. 2021 EWF
Soot (BC) CO₂ × 0.04 Lee et al. 2021 EWF
Contrail cirrus CO₂ × 0.62 Lee et al. 2021 EWF
Total RFI 1.00 + 0.52 − 0.26 + 0.08 + 0.04 + 0.62 = 2.00 Lee et al. 2021
Fuel burn kgNm × nm_actual × (1 + LTO_frac) OEM planning docs
Actual distance GC_nm × (1 + detour%) EUROCONTROL
LTO fraction <500 nm: 8% | <1500 nm: 4.2% | <3500 nm: 1.8% | else: 0.8% ICAO Doc 9889
SAF CO₂ reduction fossil_factor = 1 − (SAF% × 0.73) ICAO Doc 10085, HEFA
Per-seat (cabin) (CO₂e_total / effective_seats) × cabin_multiplier IATA floor-area
Effective seats Σ(paxcabin × multiplier) — F:4.2   J:2.7   W:1.7   Y:1.0 IATA RP 1726
Fuel efficiency (fuel_kg × 0.8) / (pax × dist_km) × 100   L/100pkm Standard metric
CORSIA offset CO₂e_total × $6–$16 / tonne ICAO 2025 band
Quadratic regression y = ax² + bx + c   (OLS fit across all aircraft × distances) Model-generated
1 − SSres / SStot Standard statistics
Weighted avg LF Σ(cabin_seats × cabin_LF) / total_seats IATA standard
Mode comparisons Car: 0.171 kg/km   EV: 0.053   Rail: 0.035 IPCC AR6 / IEA 2023
METHODOLOGY & TRANSPARENCY · Fuel burn from OEM airport planning docs & PIANO-X estimates, linearly scaled with distance at selected LF (short-route burn is non-linear; this is a simplification). CO₂ factor: 3.16 kg/kg Jet-A (ICAO Annex 16). Non-CO₂ forcing: Lee et al. (2021) EWF; total RFI ≈ 2.0×CO₂-only. Contrail uncertainty: ±50%. SAF: 73% lifecycle CO₂ reduction (HEFA, ICAO Doc 10085); non-CO₂ effects unchanged. Cabin allocation: IATA floor-area method. Mode comparisons: IPCC AR6 / IEA 2023 (car 1.5 occupants, EU-grid EV, intercity rail). CORSIA: ICAO 2025 band. Seat counts = representative typical configs based on published operator seat maps; actual airline layouts vary by carrier and aircraft variant. Educational use only. Not for regulatory or operational use.