Europe's Climate Ambition Under Scrutiny: Evidence from Deep Learning Emission Projections
Europe will miss its climate targets by a third without urgent policy changes
Europe's current trajectory will overshoot its 2030 climate target by 35%, according to machine learning projections of emissions across all EU countries through 2023. While renewable energy is cutting power sector emissions as planned, transportation has barely improved and now accounts for over one-third of total emissions, revealing a gap that spans nearly all member states rather than concentrating in a few laggards.
The EU has staked its global climate credibility on the 55% reduction target, but hitting it now requires far more aggressive intervention than current policies deliver. Transportation's structural slowness—affecting countries across the bloc—means the problem can't be solved by a few policy fixes; Europe needs wholesale changes to how people and goods move, not just incremental tweaks to existing measures.