Search Results for author: Tyler Russell

Found 1 papers, 0 papers with code

A Machine Learning Outlook: Post-processing of Global Medium-range Forecasts

no code implementations28 Mar 2023 Shreya Agrawal, Rob Carver, Cenk Gazen, Eric Maddy, Vladimir Krasnopolsky, Carla Bromberg, Zack Ontiveros, Tyler Russell, Jason Hickey, Sid Boukabara

Post-processing typically takes the outputs of a Numerical Weather Prediction (NWP) model and applies linear statistical techniques to produce improve localized forecasts, by including additional observations, or determining systematic errors at a finer scale.

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