Jinman Lei

Apr 20, 2023 | mdpi.com | Gang Tang |Jingyu Zhang |HaoHao Du |Jinman Lei

4.2. Prediction Based on the Proposed TechniqueThe non-stationarity and non-linearity of the time series of ocean characteristics (i.e., SWH, wave periods) appear in different oscillation scales. The time series prediction of non-stationary data by using single models can only lead to the homogenization of the original input data’s various characteristics, which could affect the prediction accuracy and cause the lag phenomenon.