3 papers
physics.ao-ph2026
ClimateBench v2.0: Probabilistic Climate Model Benchmarking
Duncan Watson-Parris, Willa Tobin, Aytaç Paçal +32
We present ClimateBench v2, a standardized protocol for evaluating climate models on diagnostics expected to be informative for their skill in projecting mid-century regional tempe…
stat.AP2023
FaIRGP: A Bayesian Energy Balance Model for Surface Temperatures Emulation
Shahine Bouabid, Dino Sejdinovic, Duncan Watson-Parris
Emulators, or reduced complexity climate models, are surrogate Earth system models that produce projections of key climate quantities with minimal computational resources. Using ti…
physics.ao-ph2022
AODisaggregation: toward global aerosol vertical profiles
Shahine Bouabid, Duncan Watson-Parris, Sofija Stefanović +2
Aerosol-cloud interactions constitute the largest source of uncertainty in assessments of the anthropogenic climate change. This uncertainty arises in part from the difficulty in m…