The Alarming Problem With Long-Haul Carbon Emissions
Widely accepted estimates appear much too high for Business Class seats in long-haul markets

This table shows that business class travelers on wide-body aircraft may be charged nearly double their fair share of their flight's carbon emissions.
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Background
A few months ago, SQUAKE and tClara teamed up to analyze the variations between airline carbon emissions models. We found large differences, as reported by BTN Europe here. A big cause of the variation was due to "cabin multipliers", the factors by which the Economy seat's emissions are increased for tickets using premium cabin seats, e.g., Business Class.
A widely accepted multiplier for lie-flat Business Class seats is 4.0 x the flight's Economy seat emissions. This multiplier's value is based on the floor space area needed for seats, and not the weight of the seats, nor the passenger and luggage weights.​
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Is This A Problem?
A flight's fuel consumption depends on the aircraft's mass, not its floor space area. Shouldn't these cabin emissions and their multipliers be based on the cabin's mass (weight) rather than area? And if so, would the cabin multipliers be much different?
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Yes, and yes. Our new analysis shows why cabin area-based emissions for long-haul flights are significantly overstated for business-class passengers. You can download this Excel-based analysis and plug in your own assumptions to gauge the size of this problem.
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Use Cabin Mass, Not Cabin Area
Our new model shows the logic behind using cabin mass to determine a ticket's proper carbon emissions. Surprisingly, the cabin area footprint is irrelevant once the number of seats in a cabin is found. See this supporting argument.
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The airline emission modelers will need to estimate the average mass of each cabin's seat. Once they have this, the new mass-based calculations are straightforward.
The Implications Are Big
Companies that use mostly business class on long-haul flights have reported excess emissions; those using mostly economy class have under-reported. Booking tools are providing misleading emissions data at the point of sale. Travelers are not making the best carbon-based choices. Internal carbon taxes and carbon budgets are poorly aligned, and vital carbon intensity metrics are miscalculated.
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The Tough Questions
If your company has flown a lot of long-haul flights, will it need to revise its Scope 3.6 emissions reporting?
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If your company uses carbon budgets, carbon taxes, or has set a carbon intensity goal for Scope 3.6 emissions, how much realignment work is ahead?
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If your company displays or provides CO2 estimates for airline flights, what do you tell your customers?
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How long will it take for the airline emission modelers to assess this mass-based approach and decide what to do about it?​
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The Solution
Lobby your airline emissions provider to switch to a mass-based method for allocating emissions between the cabins. The area-based method is nearly 20 years old. It's time to upgrade to a much more accurate and defendable allocation method.
Introducing Carbon Temperature
A new metric for tracking airline decarbonization

This new metric combines the methods of measuring the changes in an airline's absolute emissions and carbon intensity.
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Having one metric, scaled for easy interpretation, makes for a handy way to track each airline's progress toward decarbonization.
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The Best and Worst Travel CO2 Metrics
A provocative case for adopting a new KPI for aligning climate-related travel decisions. Includes analyses of US airline CO2 data from 2016 through 2021, courtesy of Flight BI.
~9,000 views ~50 likes,
~30 comments
Airline CO2 Modeling in 2007
Scott Gillespie and Dr. Tom Tomosky developed TRX's best-in-class model for estimating cabin-specific airline passenger CO2 amounts.