Analog Forecasting of Extreme‐Causing Weather Patterns Using Deep Learning

Numerical weather prediction models require ever‐growing computing time and resources but, still, have sometimes difficulties with predicting weather extremes. We introduce a data‐driven framework that is based on analog forecasting (prediction using past similar patterns) and employs a novel deep l...

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Detalles Bibliográficos
Autores principales: Chattopadhyay, Ashesh, Nabizadeh, Ebrahim, Hassanzadeh, Pedram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Research Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7375135/
https://www.ncbi.nlm.nih.gov/pubmed/32714491
http://dx.doi.org/10.1029/2019MS001958

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7375135/
https://www.ncbi.nlm.nih.gov/pubmed/32714491
http://dx.doi.org/10.1029/2019MS001958

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