Improving long-term wave forecasting through seasonal adjustment based on STL and CNN-GRU network

• Main Authors: Abdul Rehman Khan, ., Ab Razak, Mohd Shahrizal, Mohamad, Noorasiah
• Format: Article
• Published: Universiti Malaysia Terengganu 2023
• Online Access: http://psasir.upm.edu.my/id/eprint/108732/; https://jssm.umt.edu.my/archive/volume-18-number-3-march-2023/

Most numerical models used to forecast wave parameters are time-consuming and computationally expensive. Currently, advanced machine learning techniques, such as artificial neural networks (ANN), provide a better alternative as they are substantially faster, more cost-efficient and more effective in...