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stat.ME2024
A simple emulator that enables interpretation of parameter-output relationships, applied to two climate model PPEs
Qingyuan Yang, Gregory S Elsaesser, Marcus Van Lier-Walqui +1
We present a new additive method, nicknamed sage for Simplified Additive Gaussian processes Emulator, to emulate climate model Perturbed Parameter Ensembles (PPEs). It estimates th…
physics.ao-ph2024★ 1 cited
Accurate Column Moist Static Energy Budget in Climate Models. Part 1: Conservation Equation Formulation, Methodology, and Primary Results Demonstrated Using GISS ModelE3
Kuniaki Inoue, Maxwell Kelley, Ann M. Fridlind +2
Column-integrated moist static energy (MSE) budgets underpin theories of tropical convection and circulation, yet in reanalyses and climate models the budget rarely closes; residua…