I. Lopez-Gomez,Z.Y. Wan,L. Zepeda-Núñez,T. Schneider,J. Anderson,& F. Sha, Dynamical-generative downscaling of climate model ensembles, Proc. Natl. Acad. Sci
Objective:
- Demonstrate how probabilistic diffusion models trained on data from a single ESM can be used to downscale multimodal climate projections, relying on the proven generalization abilities of physical RCMs
Case:
- Global
Methodology:
- Probability diffusion model
- WRF
- CMIP6
Data Source
- 46-km climate projection: WUS-D3
Findings:
