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

<div>The one-step NAOI prediction for 100 days from 2018-10-25 to 2019-02-02 with multiple models. The red line denotes DWT-LSTM, and the black line denotes the observation data. The peak values (at 2018-11-15, 2018-12-07, and 2019-01-10) in this period are zoomed in to show the result more plainly.</div>

Mathematical Problems in Engineering

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Figure 7

Figure 7: Prediction of North Atlantic Oscillation Index Associated with the Sea Level Pressure Using DWT-LSTM and DWT-ConvLSTM Networks 