Deep learning for bias correction of MJO prediction

The Madden-Julian Oscillation (MJO) is a crucial component of the tropical weather system, but forecasting it has been challenging. Here, the authors present a deep learning bias correction method that significantly improves multi-model forecasts of the MJO amplitude and phase for up to four weeks.

Bibliographic Details
Main Authors: H. Kim, Y. G. Ham, Y. S. Joo, S. W. Son
Format: Article
Language:English
Published: Nature Portfolio 2021-05-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-021-23406-3