Baseline scenarios

Baseline scenarios#

The emissions in baseline scenarios are mainly driven by the growth in RPK demand, shown in Fig. 17 along with the annual and cumulative CO2 emissions. SSP5 displays the highest initial demand growth, while SSP1 and 2 show close agreement until around 2050, where SSP2 demand continues to grow while SSP1 demand peaks and then declines.

All scenarios are subject to the deployment of new conventional aircraft by 2030, which allows for reducing energy and carbon intensity. Fig. 20 breaks down fleet composition and carbon intensity among market segments. Efficiency gains are most pronounced over shorter ranges. The general market for instance can achieve over 3x lower consumption with dedicated aircraft relative to current median commercial flights, however the segment has the longest aircraft lifetimes and accounts for less than 3 % of global supply. It’s in the commuter and regional segments where renewal generates most of the system-wide impacts, due to their moderate-to-high efficiency gains, fast fleet renewal, and higher shares of supply (22 % and 39 %, respectively). The short-medium and long-range markets retain substantial shares of current aircraft for longer (slower renewal), but also because it takes time for expected weight reduction targets to perform better than current standards (later EIS).

../../_images/fleet_SSP2-26-Fossil-midTech.png

Fig. 20 Aircraft fleet composition and carbon intensity of supply for each of the market segments, for the no-policy baseline SSP2 scenario with Mid aircraft technology.#

This leads to annual emissions that are growing until a peak is reached around 2040, where efficiency gains due to aircraft replacement outpace demand growth. However, after the introduction of the first generation of new aircraft, further energy consumption gains with the second generation are only marginal. In SSPs 1 and 5 emissions practically stabilize after the peak due to due to slower pace of demand growth, while continued demand growth in SSP2 result growing emissions after fleet is replaced. All of the baseline scenarios display much higher emission levels compared to the year 2019, around 50 % higher for SSP1, 80 % for SSP2, and 120 % for SSP5.

Cumulative emissions are also much higher than what the considered fair share for aviation. All baseline scenarios exceed its share of contribution to the Paris Agreement target of 2° C by a factor of 2-3, exceeding its share of carbon budget as soon as 2040 in SSP5 and 2046 in SSPs 1 and 2.

Full results#

Fleet deployment for the Baseline SSP2 scenarios (supplementary information of the published article):

Fleet deployment, Baseline SSP2, low technology

Fleet deployment, Baseline SSP2, mid technology

Fleet deployment, Baseline SSP2, upper technology

Reproduce these results#

The baseline optimizations and the comparison figure are produced by the following scripts (the run_* scripts re-run the optimizations; the comparison loads the pre-computed optima shipped with the repository):

Baseline comparison across SSP pathways

Baseline comparison across SSP pathways

Baseline: SSP1-1.9 (fossil kerosene only)

Baseline: SSP1-1.9 (fossil kerosene only)

Baseline: SSP2-2.6 (fossil kerosene only)

Baseline: SSP2-2.6 (fossil kerosene only)

Baseline: SSP5-4.5 (fossil kerosene only)

Baseline: SSP5-4.5 (fossil kerosene only)