Wavelet-Based ResNet: A Deep-Learning Model for Prediction of Significant Wave Height

Predicting significant wave height (SWH) is significant for coastal energy evaluation and utilization, port construction, and shipping planning. It has been reported that SWH is difficult to forecast for the complex marine conditions and chaos in nature. Current methods either require reliable prior...

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Bibliographic Details
Main Authors: Xiangjun Yu, Yarong Liu, Zhiming Sun, Pan Qin
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9917531/