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Unsupervised Learning Reveals Geography of Global Ocean Dynamical Regions

Dynamically similar regions of the global ocean are identified using a barotropic vorticity (BV) framework from a 20‐year mean of the Estimating the Circulation and Climate of the Ocean state estimate at 1° resolution. An unsupervised machine learning algorithm, K‐means, objectively clusters the sta...

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Detalles Bibliográficos
Autores principales: Sonnewald, Maike, Wunsch, Carl, Heimbach, Patrick
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6686691/
https://www.ncbi.nlm.nih.gov/pubmed/31423460
http://dx.doi.org/10.1029/2018EA000519