Emission Factors

We use industry-standard emission factors from authoritative sources:

Source Coverage Updated
DEFRA 2025 UK Government conversion factors Annual
GLEC Framework v3.1 Global freight logistics 2024
Ember 2025 Electricity grid data (2024) Annual
Cornell CHSB Hotel sustainability benchmarks Annual

For specific factor values, see our Methodology page or check the source_trail in API responses.