Prediction of North Atlantic Oscillation Index Associated with the Sea Level Pressure Using DWT-LSTM and DWT-ConvLSTM Networks

<div>The comparison of ground truth along with predicted SLP pattern using ConvLSTM and DWT-ConvLSTM from 2019 to 01-10 to 2019-01-16. The first row is the observation SLP data, and the second and the third row are prediction results of ConvLSTM and DWT-ConvLSTM. The differences between the predicted sequence and the ground truth are displayed in the fourth and the fifth row.</div>

Mathematical Problems in Engineering

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Figure 11

Figure 11: Prediction of North Atlantic Oscillation Index Associated with the Sea Level Pressure Using DWT-LSTM and DWT-ConvLSTM Networks 