Performance evaluation of SWAN ST6 physics forced by ERA5 wind fields for wave prediction in an enclosed basin

B Aydoğan, B Ayat - Ocean Engineering, 2021 - Elsevier
In this study, the performance of SWAN (Simulating WAves Nearshore) spectral wave model
ST6 physics forced by ERA5 reanalysis wind data were evaluated in predicting the wave …

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 …

Cascading ocean basins: numerical simulations of the circulation and interbasin exchange in the Azov-Black-Marmara-Mediterranean Seas system

EV Stanev, S Grashorn, YJ Zhang - Ocean Dynamics, 2017 - Springer
In this paper, we use the unstructured grid model SCHISM to simulate the
thermohydrodynamics in a chain of baroclinic, interconnected basins. The model shows a …

A global climate analysis of wave parameters with a focus on wave period from 1979 to 2018

H Gao, B Liang, Z Shao - Applied Ocean Research, 2021 - Elsevier
Ocean waves are crucial for the engineering community, both in the open ocean and in the
coastal zone. By studying a 40-year (1979-2018) global hindcast, a systematic and long …

Performance comparison of continuous wavelet-fuzzy and discrete wavelet-fuzzy models for water level predictions at northern and southern boundary of Bosphorus

A Altunkaynak, E Kartal - Ocean Engineering, 2019 - Elsevier
In this study, combined Discrete Wavelet Transform-Fuzzy (DWT-Fuzzy) and combined
Continuous Wavelet Transform-Fuzzy (CWT-Fuzzy) models are developed for predicting the …

Forecasting vertical profiles of ocean currents from surface characteristics: A multivariate multi-head convolutional neural network–long short-term memory approach

S Kar, JR McKenna, G Anglada, V Sunkara… - Journal of Marine …, 2023 - mdpi.com
While study of ocean dynamics usually involves modeling deep ocean variables, monitoring
and accurate forecasting of nearshore environments is also critical. However, sensor …

[HTML][HTML] Water level predictions at both entrances of a sea strait by using machine learning

F Altaş, M Öztürk - Water, 2024 - mdpi.com
In this study, we employed a novel machine learning (ML) methodology to predict water
levels (WLs) from their constituent components at both entrances of a sea strait, namely the …

[PDF][PDF] Prediction of sea surface current velocity and direction using LSTM

II Zulfa, D Candra, R Novitasari, F Setiawan… - Indones. J. Electron …, 2021 - academia.edu
Labuan Bajo is considered to have an important role as a transportation route for traders
and tourists. Therefore, it is necessary to have a further understanding of the condition of the …

Estimation of scour around submarine pipelines with Artificial Neural Network

B Kızılöz, E Çevik, B Aydoğan - Applied Ocean Research, 2015 - Elsevier
The process of scour around submarine pipelines laid on mobile beds is complicated due to
physical processes arising from the triple interaction of waves/currents, beds and pipelines …

3D Numerical modeling of stratified flows: case study of the Bosphorus Strait

M Öztürk, B Ayat, B Aydoğan… - Journal of waterway, port …, 2012 - ascelibrary.org
Abstract The Bosphorus Strait is a typical example of a narrow sea strait and, in general, has
a two-layer flow structure. Driven by the water level difference between the Black Sea (north) …