S-SOM v1.0: a structural self-organizing map algorithm for weather typing

<p>This study proposes a novel structural self-organizing map (S-SOM) algorithm for synoptic weather typing. A novel feature of the S-SOM compared with traditional SOMs is its ability to deal with input data with spatial or temporal structures. In detail, the search scheme for the best matchin...

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Bibliographic Details
Main Authors: Q.-V. Doan, H. Kusaka, T. Sato, F. Chen
Format: Article
Language:English
Published: Copernicus Publications 2021-04-01
Series:Geoscientific Model Development
Online Access:https://gmd.copernicus.org/articles/14/2097/2021/gmd-14-2097-2021.pdf