Ocean Wave Height Series Prediction with Numerical Long Short-Term Memory

A Spatiotemporal Convolutional Gated Recurrent Unit Network for Mean Wave Period Field Forecasting

(2021) Ting Yu et al.   Journal of Marine Science and Engineering

Improving NCEP’s global-scale wave ensemble averages using neural networks

(2020) Ricardo Martins Campos et al.   OCEAN MODELLING

Performance Assessment of ERA5 Wave Data in a Swell Dominated Region

(2020) Maria Francesca Bruno et al.   Journal of Marine Science and Engineering

A wavelet - Particle swarm optimization - Extreme learning machine hybrid modeling for significant wave height prediction

(2020) Mosbeh R. Kaloop et al.   OCEAN ENGINEERING

Wave Simulation by the SWAN Model and FVCOM Considering the Sea-Water Level around the Zhoushan Islands

(2020) Zhehao Yang et al.   Journal of Marine Science and Engineering

Evaluation of different wind resources in simulating wave height for the Bohai, Yellow, and East China Seas (BYES) with SWAN model

(2020) Wenfan Wu et al.   CONTINENTAL SHELF RESEARCH

Residual Learning With Multifactor Extreme Learning Machines for Waveheight Prediction

(2020) Tingwei Wang et al.   IEEE JOURNAL OF OCEANIC ENGINEERING

Multiplatform evaluation of global trends in wind speed and wave height

(2019) Ian R. Young et al.   SCIENCE

A newly developed ocean significant wave height retrieval method from Envisat ASAR wave mode imagery

(2019) Chenqing Fan et al.   ACTA OCEANOLOGICA SINICA

Correction model for rainfall forecasts using the LSTM with multiple meteorological factors

(2019) Chang‐Jiang Zhang et al.   METEOROLOGICAL APPLICATIONS

Ocean wave height prediction using ensemble of Extreme Learning Machine

(2018) N. Krishna Kumar et al.   NEUROCOMPUTING

Extreme Wave Analysis by Integrating Model and Wave Buoy Data

(2018) Fabio Dentale et al.   Water

Nonlinear Wave Ensemble Averaging in the Gulf of Mexico Using Neural Networks

(2018) Ricardo Martins Campos et al.   JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY

Observation-based source terms in the third-generation wave model WAVEWATCH III: updates and verification

(2018) Qingxiang Liu et al.   JOURNAL OF PHYSICAL OCEANOGRAPHY

Characteristics of global waves based on the third-generation wave model SWAN

(2018) Bingchen Liang et al.   MARINE STRUCTURES

Application of neural networks and support vector machine for significant wave height prediction

(2017) Jadran Berbić et al.   OCEANOLOGIA

Prediction of extreme wave heights using neuro wavelet technique

(2016) Pradnya Dixit et al.   APPLIED OCEAN RESEARCH

Neural-Network-Based Data Assimilation to Improve Numerical Ocean Wave Forecast

(2016) Aditya N. Deshmukh et al.   IEEE JOURNAL OF OCEANIC ENGINEERING

Performance evaluation of Wavewatch III in the Mediterranean Sea

(2015) Lorenzo Mentaschi et al.   OCEAN MODELLING

Wave characteristics analysis in Bohai Sea based on ECMWF wind field

(2014) Xiangcui Lv et al.   OCEAN ENGINEERING

Intercomparison of wind and wave data from the ECMWF Reanalysis Interim and the NCEP Climate Forecast System Reanalysis

(2014) Justin E. Stopa et al.   OCEAN MODELLING

MLR and ANN models of significant wave height on the west coast of India

(2012) Senay Asma et al.   COMPUTERS & GEOSCIENCES

Evaluation of the numerical wave model (SWAN) for wave simulation in the Black Sea

(2012) Adem Akpınar et al.   CONTINENTAL SHELF RESEARCH