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Writing tagged as post-processing

RainForests: A Machine Learning Approach to Calibrating NWP Precipitation Forecasts

2024-11-01  Tags: publishedresearchmeteorologypost-processing

Belinda Trotta, Benjamin Owen, Jiaping Liu, Gary Weymouth, Thomas Gale, Timothy Hume, Anja Schubert, James Canvin, Daniel Mentiplay, Jennifer Whelan, Robert Johnson Weather and Forecasting Published: 1 November 2024 https://journals.ametsoc.org/view/journals/wefo/39/11/WAF-D-23-0211.1.xml https://doi.org/10.1175/WAF-D-23-0211.1 Abstract Probabilistic forecasts derived from ensemble prediction systems (EPSs) have become the standard basis for many products and services produced by modern operational forecasting centers. However, statistical postprocessing is generally required to ensure forecasts have the desired properties expected for probability-based outputs. Read more...

IMPROVER: The New Probabilistic Postprocessing System at the Met Office

2023-03-28  Tags: publishedresearchmeteorologypost-processing

Nigel Roberts, Benjamin Ayliffe, Gavin Evans, Stephen Moseley, Fiona Rust, Caroline Sandford, Tomasz Trzeciak, Paul Abernethy, Laurence Beard, Neil Crosswaite, Ben Fitzpatrick, Jonathan Flowerdew, Tom Gale, Leigh Holly, Aaron Hopkinson, Katharine Hurst, Simon Jackson, Caroline Jones, Ken Mylne, Christopher Sampson, Michael Sharpe, Bruce Wright, Simon Backhouse, Mark Baker, Daniel Brierley, Anna Booton, Clare Bysouth, Robert Coulson, Sean Coultas, Ric Crocker, Roger Harbord, Kathryn Howard, Teresa Hughes, Marion Mittermaier, Jon Petch, Tim Pillinger, Victoria Smart, Eleanor Smith, Mark Worsfold Read more...