Yap, W., Wu, A.N., Miller, C. et al. Revealing building operating carbon dynamics for multiple cities. Nat Sustain
Objective:
- Reveal how planning history, urban form and economic activity interact to shape heterogeneous emissions patterns across cities
Case:
- 5 Metropolitans
Methodology:
- Graph deep learning
Data Source
- Buildings.
- Carbon emission
Findings:
- Higher population density, larger building footprints and greater building volumes are associated with lower emissions per unit of built-up area
