ECMWF short-term prediction accuracy improvement by deep learning

This paper aims to describe and evaluate the proposed calibration model based on a neural network for post-processing of two essential meteorological parameters, namely near-surface air temperature (2 m) and 24 h accumulated precipitation. The main idea behind this work is to improve short-term (up...

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Detalles Bibliográficos
Autores principales: Frnda, Jaroslav, Durica, Marek, Rozhon, Jan, Vojtekova, Maria, Nedoma, Jan, Martinek, Radek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9098151/
https://www.ncbi.nlm.nih.gov/pubmed/35551266
http://dx.doi.org/10.1038/s41598-022-11936-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9098151/
https://www.ncbi.nlm.nih.gov/pubmed/35551266
http://dx.doi.org/10.1038/s41598-022-11936-9

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