Taking advantage of quasi-periodic signals for S2S operational forecast from a perspective of deep learning

Abstract The quasi-periodic signals in the earth system could be the predictability source for sub-seasonal to seasonal (S2S) climate prediction because of the connections among the lead-lag time of those signals. The Madden–Julian Oscillation (MJO) is a typical quasi-periodic signal, which is the d...

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Bibliographic Details
Main Authors: Yang Zhou, Qifan Zhao
Format: Article
Language:English
Published: Nature Portfolio 2023-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-31394-1