Prediction of North Atlantic Oscillation Index with Convolutional LSTM Based on Ensemble Empirical Mode Decomposition

Prediction of North Atlantic Oscillation Index with Convolutional LSTM Based on Ensemble Empirical Mode Decomposition

The North Atlantic Oscillation (NAO) is the most significant mode of the atmosphere in the North Atlantic, and it plays an important role in regulating the local weather and climate and even those of the entire Northern Hemisphere. Therefore, it is vital to predict NAO events. Since the NAO event ca...

Full description

Bibliographic Details
Main Authors: Shijin Yuan, Xiaodan Luo, Bin Mu, Jing Li, Guokun Dai
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Atmosphere
Subjects:
neural network
LSTM
ConvLSTM
EEMD
NAO
rolling forecast
Online Access:https://www.mdpi.com/2073-4433/10/5/252

Internet

https://www.mdpi.com/2073-4433/10/5/252

Similar Items