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Assessment of cloud and associated radiation fields from a GAN stochastic cloud subcolumn generator
Dongmin Lee, Lazaros Oreopoulos, Nayeong Cho +1
Modern Earth System Models (ESMs) operate on horizontal scales far larger than typical cloud features, requiring stochastic subcolumn generators to represent subgrid horizontal and…
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…
Substantial Diel Changes of Cloud Adjustments to Aerosols in Ship-tracks
Tianle Yuan, Hua Song, Robert Wood +4
Human induced changes in atmospheric aerosols have introduced a climate forcing by modifying cloud droplet number concentration, liquid water, and cloud fraction. This forcing is s…