[HTML][HTML] Statistical modelling of the ocean environment–A review of recent developments in theory and applications

E Vanem, T Zhu, A Babanin - Marine Structures, 2022 - Elsevier
Probabilistic modelling and statistical analysis of environmental conditions is important for
the design and assessment of ships and other marine structures. It will give a necessary …

Temporal and spatial variation of land surface temperature and its driving factors in Zhengzhou city in China from 2005 to 2020

S Zhou, D Liu, M Zhu, W Tang, Q Chi, S Ye, S Xu… - Remote Sensing, 2022 - mdpi.com
Rapid urbanization is an important factor leading to the rise in surface temperature. How to
effectively reduce the land surface temperature (LST) has become a significant proposition …

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 …

Offshore wind power potential analysis for different wind turbines in the Mediterranean Region, 1959–2020

T Görmüş, B Aydoğan, B Ayat - Energy Conversion and Management, 2022 - Elsevier
We evaluated spatiotemporal characteristics of the wind power density (WPD) in the
Mediterranean and the Black Sea. An hourly wind speed data from ERA5 of ECMWF is used …

Development of a 2-D deep learning regional wave field forecast model based on convolutional neural network and the application in South China Sea

G Bai, Z Wang, X Zhu, Y Feng - Applied Ocean Research, 2022 - Elsevier
Currently, the methods of wave prediction based on deep learning theory primarily focus on
single-point wave prediction; however, two-dimensional (2-D) wave field prediction can help …

Analysis of hybrid exploitation of wind and wave power in the Mediterranean and the Black Sea

T Görmüş, B Aydoğan, B Ayat - Energy Conversion and Management, 2024 - Elsevier
The hybrid use of renewables enables resource complementation by other sources when
one of them is inactive. This study focuses on wind and wave hybrids in the Mediterranean …

Long-term variability analysis of wave energy resources and its impact on wave energy converters along the Chinese coastline

P Sun, J Wang - Energy, 2024 - Elsevier
The long-term variability of wave energy resources will affect the practical decadal
application of wave energy converters. This paper has evaluated the distributions and long …

Spatio-temporal trend of past and future extreme wave climates in the Gulf of Guinea driven by climate change

AM Dahunsi, F Bonou, OA Dada… - Journal of Marine Science …, 2022 - mdpi.com
This study assessed the extremes of wave conditions for past (1979–2005) and future (2026–
2045 and 2081–2100) time slices in the Gulf of Guinea (GoG). The ensemble produced from …

Evaluation of Spectral Wave Models Physics as Applied to a 100‐Year Southern Hemisphere Extra‐Tropical Cyclone Sea State

A Meucci, IR Young, A Pepler, I Rudeva… - Journal of …, 2023 - Wiley Online Library
Extreme significant wave height estimates, and their probability of exceedance, are
fundamental offshore and coastal engineering design parameters. These estimates are …

Regional forecasting of significant wave height and mean wave period using EOF-EEMD-SCINet hybrid model

J Ding, F Deng, Q Liu, J Wang - Applied Ocean Research, 2023 - Elsevier
Most studies only focus on single-point wave forecasting, while regional wave forecasting
has more important significance for ocean engineering construction, navigation safety and …