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Imme Ebert-Uphoff

Partner Affiliation
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Publon ID
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Corresponding Articles: 1

Imme Ebert Uphoff authored and/or contributed to the following articles/publications.

Estimating full longwave and shortwave radiative transfer with neural networks of varying complexity.

Radiative transfer (RT) is a crucial but computationally expensive process in numerical weather/climate prediction. We develop neural networks (NN) to emulate a common RT parameterization called the Rapid Radiative Transfer Model (RRTM), with the goal of creating a faster parameterization for the Global Forecast System (GFS) v16. In previous wor...

Imme Ebert-Uphoff
Institution National Oceanic and Atmospheric Administration - NOAA