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

Figure 16

A comparison of multistep prediction between proposed models (DWT-LSTM and DWT-ConvLSTM) and ensemble forecast products (GFS and ENSM) from 2019-12-31 to 2020-01-13. The black line stands for the observation data, the red and orange line refer to the predicted flow of DWT-LSTM and DWT-ConvLSTM, respectively. Both GFS and ENSM include 7-day, 10-day, and 14-day products.