Significant wave height prediction in the South China Sea based on the ConvLSTM algorithm

L Han, Q Ji, X Jia, Y Liu, G Han, X Lin - Journal of Marine Science and …, 2022 - mdpi.com
Deep learning methods have excellent prospects for application in wave forecasting
research. This study employed the convolutional LSTM (ConvLSTM) algorithm to predict the …

Spatial calibration of an unstructured SWAN model forced with CFSR and ERA5 winds for the Black and Azov Seas

K Amarouche, A Akpınar, MB Soran, S Myslenkov… - Applied Ocean …, 2021 - Elsevier
This study presents the first spatial calibration of SWAN model physical parameters based
on satellite observations for the Black and Azov Seas. Currently, the wind-wave model …

Spatial calibration of WAVEWATCH III model against satellite observations using different input and dissipation parameterizations in the Black Sea

MB Soran, K Amarouche, A Akpınar - Ocean Engineering, 2022 - Elsevier
The quality of the third generation wave model WAVEWATCH III, referred WW3, using the
different source term packages is investigated in the context of wave growth and dissipation …

Validation of the ocean wave spectrum from the remote sensing data of the Chinese–French oceanography satellite

S Li, H Yu, K Wu, X Yin, S Lang, J Ye - Remote Sensing, 2023 - mdpi.com
Since the launch of CFOSAT on 29 October 2018, more than three years of observational
data of ocean wave spectra with a frequency range of 0.02–0.26 Hz and a horizontal …

Evaluation of Sentinel-6 altimetry data over ocean

M Jiang, K Xu, J Wang - Remote Sensing, 2022 - mdpi.com
The Sentinel-6 Michael Freilich (S6-MF) satellite was launched on 21st November 2020.
Poseidon-4, the main payload onboard S6-MF, is the first synthetic aperture radar (SAR) …

Ensemble-based assimilation of wave model predictions: Contrasting the impact of assimilation in nearshore and offshore forecasting at different distances from …

J Liu, B Xu, J Wang - Applied Ocean Research, 2023 - Elsevier
Accurate wave predictions are crucial for many marine-related activities, including offshore
operations, navigation, and marine renewable energy. To improve the forecast performance …

Wave field properties in tropical cyclones from the spectral observation of the CFOSAT/SWIM spaceborne instrument

E Le Merle, D Hauser, C Yang - Journal of Geophysical …, 2023 - Wiley Online Library
Tropical cyclones (TCs) are extreme events that generate, because of their movement,
complex wave fields. The Surface Wave Investigation and Monitoring (SWIM) instrument is a …

Evaluation of CFOSAT wave height data with in situ observations in the South China Sea

B Li, J Li, S Tang, P Shi, W Chen, J Liu - Remote Sensing, 2023 - mdpi.com
The wave spectrometer operated by the China–France Oceanography Satellite (CFOSAT)
can provide global ocean wave observation data. Although a lot of work on calibration and …

Comparison of wave spectrum assimilation and significant wave height assimilation based on Chinese-French oceanography satellite observations

C Wang, S Li, H Yu, K Wu, S Lang, Y Xu - Remote Sensing of Environment, 2024 - Elsevier
Assimilating observation data into wave models can significantly improve the numerical
simulation accuracy of ocean waves. Traditionally, assimilation efforts have predominantly …

[HTML][HTML] Fusion of multi-source wave spectra based on BU-NET

Q Miao, Q Yan, J Qi, C Fan, J Meng, J Zhang - International Journal of …, 2024 - Elsevier
The wave spectrum describes the distribution of wave energy across frequency and
direction. Obtaining wave spectrum information with high accuracy is of great value for …