Spatiotemporal wave forecast with transformer-based network: A case study for the northwestern Pacific Ocean

Y Liu, W Lu, D Wang, Z Lai, C Ying, X Li, Y Han… - Ocean Modelling, 2024 - Elsevier
The forecast of ocean waves relies mostly on complex dynamic-based models, which are
expensive in computation and demanding in professional skills to run. Diverse deep …

Statistical wave climate projections for coastal impact assessments

P Camus, IJ Losada, C Izaguirre, A Espejo… - Earth's …, 2017 - Wiley Online Library
Global multimodel wave climate projections are obtained at 1.0°× 1.0° scale from 30
Coupled Model Intercomparison Project Phase 5 (CMIP5) global circulation model (GCM) …

A wavelet-particle swarm optimization-extreme learning machine hybrid modeling for significant wave height prediction

MR Kaloop, D Kumar, F Zarzoura, B Roy, JW Hu - Ocean Engineering, 2020 - Elsevier
Predictions of Significant wave height (Hs) of oceans is highly required in advance for
coastal and ocean engineering applications. Therefore, this study aims to precisely predict …

A weather‐type statistical downscaling framework for ocean wave climate

P Camus, M Menéndez, FJ Méndez… - Journal of …, 2014 - Wiley Online Library
Wave climate characterization at different time scales (long‐term historical periods, seasonal
prediction, and future projections) is required for a broad number of marine activities. Wave …

Evaluation of a CMIP5 derived dynamical global wind wave climate model ensemble

MA Hemer, CE Trenham - Ocean Modelling, 2016 - Elsevier
Much effort has gone into evaluating the skill of General Circulation Models (GCMs) for
'standard'climate variables such as surface (air and/or sea) temperature, or precipitation …

Significant wave height record extension by neural networks and reanalysis wind data

DJ Peres, C Iuppa, L Cavallaro, A Cancelliere, E Foti - Ocean Modelling, 2015 - Elsevier
Accuracy of wave climate assessment is related to the length of available observed records
of sea state variables of interest (significant wave height, mean direction, mean period, etc.) …

Wave spectra partitioning and long term statistical distribution

J Portilla-Yandún, L Cavaleri, GP Van Vledder - Ocean Modelling, 2015 - Elsevier
A new method is presented for a physically based statistical description of wind wave
climatology. The method applies spectral partitioning to identify individual wave systems …

ESTELA: a method for evaluating the source and travel time of the wave energy reaching a local area

J Pérez, FJ Méndez, M Menéndez, IJ Losada - Ocean Dynamics, 2014 - Springer
The description of wave climate at a local scale is of paramount importance for offshore and
coastal engineering applications. Conditions influencing wave characteristics at a specific …

Accurate estimation of significant wave height with support vector regression algorithms and marine radar images

L Cornejo-Bueno, JCN Borge, E Alexandre… - Coastal …, 2016 - Elsevier
Significant wave height (H s) is a basic parameter in wave characterization, important for
different problems in marine activities such as the design and management of vessels …

Modelling the impact of climate change on harbour operability: The Barcelona port case study

JP Sierra, A Genius, P Lionello, M Mestres, C Mösso… - Ocean …, 2017 - Elsevier
Harbours are essential infrastructures for economic activity that are susceptible to impacts
from climate change driven processes, like sea level rise (SLR), or alterations in wave …