Forecasting the Indian Ocean Dipole With Deep Learning Techniques

Abstract In the present research, Indian Ocean Dipole (IOD) prediction was explored using statistical methods based on deep learning techniques. First, convolutional neural network (CNN) models were trained using sea‐surface temperature anomaly (SSTA) maps of the Indian Ocean from 1854 to 1989, and...

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Bibliographic Details
Main Authors: Jun Liu, Youmin Tang, Yanling Wu, Tang Li, Qiang Wang, Dake Chen
Format: Article
Language:English
Published: Wiley 2021-10-01
Series:Geophysical Research Letters
Subjects:
Online Access:https://doi.org/10.1029/2021GL094407
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