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Prediction of severe thunderstorm events with ensemble deep learning and radar data

The problem of nowcasting extreme weather events can be addressed by applying either numerical methods for the solution of dynamic model equations or data-driven artificial intelligence algorithms. Within this latter framework, the most used techniques rely on video prediction deep learning methods...

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Detalles Bibliográficos
Autores principales: Guastavino, Sabrina, Piana, Michele, Tizzi, Marco, Cassola, Federico, Iengo, Antonio, Sacchetti, Davide, Solazzo, Enrico, Benvenuto, Federico
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9681835/
https://www.ncbi.nlm.nih.gov/pubmed/36414648
http://dx.doi.org/10.1038/s41598-022-23306-6