A hybrid model based on a dual-layer decomposition framework and LSTM-Informer for significant wave height prediction

Key Points

• Significant wave height prediction demonstrates improved accuracy with a hybrid model.
• The key metric shows enhanced forecasting results when using the LSTM-Informer framework.
• Analysis employs a dual-layer decomposition method combined with LSTM-Informer for predictions.
• This model highlights potential advancements in wave forecasting, suggesting wider applications in maritime safety.