Computing the Ensemble Spread From Deterministic Weather Predictions Using Conditional Generative Adversarial Networks
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DOI: 10.1029/2022gl101452
Abstract: Ensemble prediction systems are an invaluable tool for weather forecasting. Practically, ensemble predictions are obtained by running several perturbations of the deterministic control forecast. However, ensemble prediction is associated with a high computational cost and… read more here.
Keywords: weather; ensemble spread; ensemble prediction; control forecast ... See more keywords
Contributions of the North Pacific Meridional Mode to Ensemble Spread of ENSO prediction
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Climate"
DOI: 10.1175/jcli-d-17-0182.1
Abstract: AbstractSeasonal prediction of El Nino–Southern Oscillation (ENSO) employs the ensemble method, which samples the uncertainty in initial conditions. While much attention has been given to the ensemble mean, the ensemble spread limits the reliability of… read more here.
Keywords: ensemble spread; pacific meridional; spread enso; north pacific ... See more keywords