Applications of matrix factorization methods to climate data

<p>An initial dimension reduction forms an integral part of many analyses in climate science. Different methods yield low-dimensional representations that are based on differing aspects of the data. Depending on the features of the data that are relevant for a given study, certain methods may...

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Bibliographic Details
Main Authors: D. Harries, T. J. O'Kane
Format: Article
Language:English
Published: Copernicus Publications 2020-09-01
Series:Nonlinear Processes in Geophysics
Online Access:https://npg.copernicus.org/articles/27/453/2020/npg-27-453-2020.pdf