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3 papers
Towards a Climate OSSE Framework for Satellite Mission Design
Ann M. Fridlind, Gregory S. Elsaesser, Marcus van Lier-Walqui +24
The rich history of observing system simulation experiments (OSSEs) does not yet include a well-established framework for using climate models. The need for a climate OSSE is trigg…
Estimating Vertical Velocity in Convective Updrafts from Temperature, Pressure, and Latent Heating
Amel Derras-Chouk, Gregory Elsaesser, Zhengzhao Johnny Luo +3
The vertical velocity in convective clouds () mediates convective anvil development and global moisture transport, influencing Earth's energy budget, but has yet to be estimat…
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…