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 …
expensive in computation and demanding in professional skills to run. Diverse deep …
Statistical wave climate projections for coastal impact assessments
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) …
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
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 …
coastal and ocean engineering applications. Therefore, this study aims to precisely predict …
A weather‐type statistical downscaling framework for ocean wave climate
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 …
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 …
'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
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.) …
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 …
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
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 …
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
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 …
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
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 …
from climate change driven processes, like sea level rise (SLR), or alterations in wave …