Ocean Modelling

Papers
(The median citation count of Ocean Modelling is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-11-01 to 2025-11-01.)
ArticleCitations
Effect of the different stratification changes along the two sides of a typhoon track on near-inertial energy propagation74
A regional NEMO 4.0 configuration of the subpolar North Atlantic42
Tidal estimates from sun-synchronous satellite altimeters in the Bohai Sea via an improved harmonic analysis model39
Lagrangian analysis of submesoscale flows from sparse data using Gaussian Process Regression for field reconstruction34
Cross-scale prediction for the Laurentian Great Lakes32
On divergence- and gradient-preserving coarse-graining for finite volume primitive equation ocean models30
Editorial Board30
Integration of data-driven and physics-based modeling of wind waves in a shallow estuary27
HyTCWaves: A Hybrid model for downscaling Tropical Cyclone induced extreme Waves climate25
A deep-learning real-time bias correction method for significant wave height forecasts in the Western North Pacific22
The impact of ocean data assimilation on the simulation of mesoscale eddies at São Paulo plateau (Brazil) using the regional ocean modeling system20
Editorial Board20
Large eddy simulation of focused breaking waves with different wave steepness20
The simulation of the South China Sea by the variable resolution version of the global ocean general circulation model LICOM3.019
Assessment of projected changes in mean and extreme wave power across the Indian coastal sectors under high-emission climate scenarios19
Editorial Board19
Quantify the compound effects caused by the interactions between inland river system and coastal processes in hurricane coastal flooding through controlled hydrodynamic modeling experiments19
High-resolution, non-hydrostatic simulation of internal tides and solitary waves in the southern East China Sea18
Representing wave effects on currents18
Performance evaluation of a global CMIP6 single forcing, multi wave model ensemble of wave climate simulations17
Seasonal dynamics of water circulation and exchange flows in a shallow lagoon-inlet-coastal ocean system17
4D-Var data assimilation in a nested model of the Mid-Atlantic Bight17
Seas and swells throughout New Zealand: A new partitioned hindcast17
Data assimilation for the two-dimensional shallow water equations: Optimal initial conditions for tsunami modelling17
Comprehensive characterization of Marine Heatwaves in a coastal Northern Humboldt Current System regional model over recent decades17
On a minimum set of equations for parameterisations in comprehensive ocean circulation models16
Chlorophyll-a in Chesapeake Bay based on VIIRS satellite data: Spatiotemporal variability and prediction with machine learning16
Modelling secondary circulations in stratified bi-directional flows: A potential mechanism for flux transfer from lower to upper fluid layers16
A note on the temporal and spatial attenuation of ocean waves16
Highly nonlinear internal solitary waves with a free surface16
Analysis of the impact of vertical variation and temporal frequency of the chlorophyll forcing field on modelled temperature in the Mediterranean Sea and potential implications for regional climate pr14
On the ability of OMIP models to simulate the ocean mixed layer depth and its seasonal cycle in the Arctic Ocean14
Corrigendum to “Neural Synthetic Profiles from Remote Sensing and Observations (NeSPReSO) — Reconstructing temperature and salinity fields in the Gulf of Mexico” [Ocean Modelling 196 (2025) 102550]14
Attention-enhanced deep learning model for reconstruction and downscaling of thermocline depth in the tropical Indian Ocean14
A deep learning approach to predict sea surface temperature based on multiple modes14
An optimization method of adjoint assimilation based on the cumulative gradient: An application for correction of the bottom friction coefficient in the tidal wave model13
Impact of phytoplankton, CDOM, and suspended sediments on the vertical attenuation of light, changing heat content and circulation on a continental shelf: A modelling study of the Great Barrier Reef13
Effect of western Pacific current uncertainties on the forecasting of eddy shedding from the Kuroshio loop into the South China Sea: A case study13
Application of data-driven mixing parameterization scheme in a regional ocean model13
Modeling the sea-surface pCO2 of the central Bay of Bengal region using machine learning algorithms13
Storm surge modelling along European coastlines: The effect of the spatio-temporal resolution of the atmospheric forcing13
On global wave height climatology and trends from multiplatform altimeter measurements and wave hindcast12
Editorial Board12
Spurious internal wave generation during data assimilation in eddy resolving ocean model simulations12
High-frequency wave dynamics in mixed seas: The influence of swells on wind waves characteristics11
Assessing the effects of climate change on the Gulf of Mexico wave climate using the COWCLIP framework and the PRECIS regional climate model11
Advancing sea level anomaly modeling in the black sea with LSTM Auto-Encoders: A novel approach11
Interaction of two oblique internal solitary waves in the presence of shoaling topography and rotation11
Modeling sediment movement in the shallow-water framework: A morpho-hydrodynamic approach with numerical simulations and experimental validation11
A linear stochastic emulator of the California Current system using balanced truncation10
Normal and reverse storm surges along the coast of Florida during the September 2022 Hurricane Ian: Observations, analysis, and modelling10
An “objective” definition of potential vorticity. Generalized evolution equation and application to the study of coastal upwelling instability10
Benchmarking a two-way coupled coastal wave–current hydrodynamics model10
A deep learning approach to predict significant wave height using long short-term memory10
Tonga volcanic eruption triggered anomalous Arctic warming in early 202210
Reconstructing 3D ocean subsurface salinity (OSS) from T–S mapping via a data-driven deep learning model10
A numerical assessment of the dispersion of dissolved pollutants in the Arabian Gulf associated with the Barakah nuclear power plant10
Accuracy assessment of recent global ocean tide models in coastal waters of the European North West Shelf9
Study of the tidal dynamics in the Southwestern Atlantic Continental Shelf based on data assimilation9
Non-uniform downscaling data assimilation algorithm in variational framework9
Eelgrass beds can mitigate local acidification and reduce oyster malformation risk in a subarctic lagoon, Japan: A three-dimensional ecosystem model study9
Comparing numerical accuracy and stability for different horizontal discretizations in MPAS-Ocean9
Mechanism of a meteorological tsunami reaching the Japanese coast caused by Lamb and Pekeris waves generated by the 2022 Tonga eruption9
The Impacts of Air-Sea Fluxes and Model Resolution on Seasonal and Inter-Annual Variability of the Atlantic Meridional Overturning Circulation across the OSNAP West Section9
The detection of Arctic sea ice linear kinematic features using LadderNet9
The south–north equatorial asymmetrical distribution of Chlorophyll in El Niño events in the observations and CMIP6 models9
Wave-induced mean currents and setup over barred and steep sandy beaches9
CODAR data assimilation into an integrated ocean forecasting system for the Brazilian Southeastern coast9
Transformation of significant wave height and set-up due to entrained air bubbles effect in breaking waves9
Impact of offshore wind farm monopiles on hydrodynamics interacting with wind-driven waves9
Correction of GLS turbulence closure for wave-resolving models with stratification9
Impact of atmospheric forcing on SST biases in the LETKF-based ocean research analysis (LORA)9
Scalable self attraction and loading calculations for unstructured ocean tide models8
The impact of wind–wave coupling with WBLM on coastal storm simulations8
A numerical study of multiscale current effects on waves in the northern South China Sea8
Sensitivity of Arctic sea ice to melt pond processes and atmospheric forcing: A model study8
Corrigendum to “The impact of ocean data assimilation on the simulation of mesoscale eddies at São Paulo plateau (Brazil) using the regional ocean modeling system” [Ocean Model. 167 (2021) 101889]8
Investigation of multimodal wave climate using spectral partitioning and wave system tracking algorithms8
Coastex wave calculation — A cost-efficient method for computing high-resolution wave conditions in coastal regions8
Downscaling of ocean fields by fusion of heterogeneous observations using Deep Learning algorithms8
High frequency radar observing system simulation experiment in the Western Mediterranean Sea. A Lagrangian assessment approach8
Editorial Board8
A simple and transparent method for improving the energetics and thermodynamics of seawater approximations: Static energy asymptotics (SEA)8
Investigating appropriate artificial intelligence approaches to reliably predict coastal wave overtopping and identify process contributions8
A high-order spectral method for effective simulation of surface waves interacting with an internal wave of large amplitude8
Reynolds-averaged Navier-Stokes simulation of nearshore Langmuir circulation and the formation of oil-particle aggregates8
Multi-year three-dimensional simulation of seasonal variation in phytoplankton species composition in a large shallow lake8
Ocean drifter velocity data assimilation, Part 1: Formulation and diagnostic results8
How fine is fine enough? Effect of mesh resolution on hydrodynamic simulations in coral reef environments8
Energetically consistent localised APE budgets for local and regional studies of stratified flow energetics8
Evolution of wave directional properties in sea ice7
Modelling of hurricane Dorian via the implementation of Wave Boundary Layer Model (WBLM) within the OpenIFS7
The impact of climate change on the storm surges of the Mediterranean Sea: Coastal sea level responses to deep depression atmospheric systems7
Laboratory validation of the extended SWASH model for modeling wave dynamics under depth-uniform ambient currents7
Enhancing model temperature estimations in shallow, turbid, coastal regions: Mobile Bay, Alabama7
Dependence of dense filament frontogenesis in a hydrostatic model7
A boundary perturbation approach for regional wave ensemble forecast7
A global high-resolution CMIP6 ensemble of wave climate simulations and projections using a coastal multigrid: Configuration and performance evaluation7
Oblique interactions of mode-1 and mode-2 internal solitary waves in the presence of variable topography7
Total water level prediction at continental scale: Coastal ocean7
Wave climate projections off coastal French Guiana based on high-resolution modelling over the Atlantic Ocean7
Sensitivity of boundary layer features to depth-dependent baroclinic pressure gradient and turbulent mixing in an ocean of finite depth7
The relationship between linearised 3D and 2DH models for tidally dominated shallow waters7
Spatiotemporal wave forecast with transformer-based network: A case study for the northwestern Pacific Ocean7
A modified thermodynamic sea ice model and its application6
The coastal macro-vortices dynamics in Hong Kong waters and its impact on water quality6
Variation of suspended-sediment caused by tidal asymmetry and wave effects6
Hydrodynamic modelling in marginal and coastal seas — The case of the Adriatic Sea as a permanent laboratory for numerical approach6
A paralleled embedding high-dimensional Bayesian optimization with additive Gaussian kernels for solving CNOP6
Validation and inter-comparison of models for landslide tsunami generation6
A nonhydrostatic formulation for MPAS-Ocean6
Ocean drifter velocity data assimilation Part 2: Forecast validation6
On the directional distributions of the observation-based wind input and dissipation terms in a third-generation wave model6
An atmosphere–ocean coupled model for simulating physical and biogeochemical state of north Indian Ocean: Customisation and validation6
The effect of vertical coordinates on the accuracy of a shelf sea model6
Combined surge-meteotsunami dynamics: A numerical model for hurricane Leslie on the coast of Portugal6
Seasonal variation of deep vertical velocity in the South China Sea6
Model validation and applications of wave and current forecasts from the Hong Kong Observatory's Operational Marine Forecasting System6
Wavelet ocean data assimilation6
Inferring diapycnal mixing using the internal wave continuum from the high resolution ocean model6
Long-duration storm surges due to 2023 successive UK storms Ciarán and Domingos: Generation, field surveys, and numerical modelling6
Seasonal variation of intermediate meridional overturning circulation in the South China Sea6
A method for preserving nominally-resolved flow patterns in low-resolution ocean simulations: Dynamical system reconstruction6
Representing uncertainty in limited-area data assimilating ocean models6
Adding baroclinicity to a global operational model for forecasting total water level: Approach and impact5
Editorial Board5
Tidal effects on dynamics and freshwater transport of a medium-scale river plume with multiple outlets5
Theory and analysis of acoustic-gravity waves in a free-surface compressible and stratified ocean: Impact of the bottom-boundary condition5
Wave condition prediction and uncertainty quantification based on SG-MCMC and deep learning model5
Editorial Board5
Evaluating Alternate Methods of 4D-Var Data Assimilation in a Coupled Hydrodynamic—Four-Component Biogeochemical Model of the California Current System5
Deep learning approach for downscaling of significant wave height data from wave models5
Challenges in improving Arctic freshwater simulations: An evaluation of CMIP6 models in the Beaufort Gyre region5
Ocean data assimilation for the initialization of seasonal prediction with the Community Earth System Model5
A bias correction method for total water level prediction at continental scale5
Smoothed Particle Hydrodynamics simulations of reef surf zone processes driven by plunging irregular waves5
Editorial Board5
Deep learning approaches in predicting tropical cyclone tracks: An analysis focused on the Northwest Pacific Region5
Improved Gulf Stream separation through Brinkman penalization5
Impact of 4D-Var data assimilation on modelling of the East China Sea dynamics4
An effective parameterization of broadband ocean surface albedo applicable to all skies4
Dispersion diagrams of linear damped waves on the equatorial beta plane4
Physical and biogeochemical responses in the Southern Ocean to a simple parameterization of Langmuir circulation4
Multivariate Upstream Kuroshio Transport (UKT) Prediction and Targeted Observation Sensitive Area Identification of UKT Seasonal Reduction4
A novel model for the study of future maritime climate using artificial neural networks and Monte Carlo simulations under the context of climate change4
Empirical-singular-wavelet based machine learning models for sea level forecasting in the bosphorus strait: A performance analysis4
Low dispersion finite volume/element discretization of the enhanced Green–Naghdi equations for wave propagation, breaking and runup on unstructured meshes4
Applying satellite sea surface temperature as Dirichlet-type surface thermal boundary condition in an ocean model4
Optimized sea ice simulation in MITgcm-ECCO2 forced by ERA54
Marine chlorophyll-a prediction based on deep auto-encoded temporal convolutional network model4
Modeling waves over the Changjiang River Estuary using a high-resolution unstructured SWAN model4
Parameterization of surface roller evolution in wave-induced current modeling4
Role of atmospheric and oceanographic frequency variability on surface Marine Heatwaves in the Northern Humboldt Current System4
Modelling beaches morphodynamic by Hadamard sensitivity analysis4
Sensitivity analysis of wind drift parameter for lagrangian particle model of dummy drift trajectory in the Northern South China Sea4
Simulating ice–wave interactions in the Laurentian Great Lakes using a fully coupled hydrodynamic–ice–wave model4
Revisiting tidal rectification by bottom topography4
Three-dimensional structure reconstruction of ocean mesoscale eddies based on physical process modeling and data-driven machine learning4
Impact of vertical resolution on representing baroclinic modes and water mass distribution in the North Atlantic4
Harmonic generation in Palu Bay, Indonesia4
Accuracy evaluation of global tidal models in the Bohai Sea via the combination of tide gauges and GFO satellite altimeters4
On the coupling between surface waves and the motion in a flexible porous surface layer4
Dynamic effects of different turbulence closure schemes on Lagrangian residual velocity in an elongated bay4
A hybrid model for significant wave height prediction based on an improved empirical wavelet transform decomposition and long-short term memory network4
Evaluating westward and eastward propagating mesoscale eddies using a 1/10° global ocean simulation of CAS-LICOM34
The effect of tides on eddy viscosity via K-profile parameterization in the South China Sea near Luzon Strait4
Spatiotemporal variability and drivers of modeled primary production rates in the Northern Humboldt Current System4
A study on the drag coefficient of emergent flexible vegetation under regular waves4
Including the effects of subsurface currents on buoyant particles in Lagrangian particle tracking models: Model development and its application to the study of riverborne plastics over the Louisiana/T4
Towards realistic dynamic topography from coast to offshore by incorporating hydrodynamic and geoid models4
Hydrodynamic responses of estuarine bays along the Texas-Louisiana coast during Hurricane Harvey4
Energy balance and momentum budgets due to the internal tides generated by a group of submarine canyons4
Adaptation of the SANTOSS transport formula for 3D nearshore models: Application to cross-shore sandbar migration4
Development of a multigrid operational forecast system for the oceanic region off Rio de Janeiro State4
Comparing two ocean biogeochemical models of Chesapeake Bay with and without the sulfur cycle instead highlights the importance of particle sinking, burial, organic matter, nitrification and light att4
Assessing CMIP6 models in simulating meteo-oceanographic variability on Spanish continental coasts4
Editorial Board4
A self-similar description of the wave fields generated by tropical cyclones4
An analysis of surface waves in the Caribbean Sea based on a high-resolution numerical wave model4
The impact of rough topography on behaviors of mesoscale eddies as revealed by submesoscale resolving simulations4
The effect of shallow water bathymetry on swash and surf zone modeled by SWASH3
BinWaves: An additive hybrid method to downscale directional wave spectra to nearshore areas3
The seasonal evolution of the Yellow Sea Cold Water Mass Circulation: Roles of fronts, thermoclines, and tidal rectification3
4D-Var data assimilation and observation impact on surface transport of HF-Radar derived surface currents in the North-Western Mediterranean Sea3
Wave storm events in the Western Mediterranean Sea over four decades3
Improvement of sea ice thermodynamics with variable sea ice salinity and melt pond parameterizations in an OGCM3
Impact of tropical cyclones on the hydrodynamics and sediment dynamics of the radial sand ridge system in the southern Yellow Sea3
Subgrid corrections in finite-element modeling of storm-driven coastal flooding3
Spectral wave modeling of bimodal sea states at laboratory and coastal scales3
A deep hybrid network for significant wave height estimation3
Regional ocean model uncertainties using stochastic parameterizations and a global atmospheric ensemble3
Editorial Board3
RLM: Rearranged level-set method - An efficient approach for calculating temporally continuous Lagrangian Residual Velocities3
Antarctic sea ice prediction with A convolutional long short-term memory network3
Evaluation of Earth System Models outputs over the continental Portuguese coast: A historical comparison between CMIP5 and CMIP63
Corrigendum to “Dispersion diagrams of linear damped waves on the equatorial beta plane” [Volume 188 (2024) 102336]3
Impacts of Hurricane Irma (2017) on wave-induced ocean transport processes3
Editorial Board3
A high accuracy/resolution spectral element/Fourier–Galerkin method for the simulation of shoaling non-linear internal waves and turbulence in long domains with variable bathymetry3
Modeling the long-term transport and fate of oil spilled from the 2021 A Symphony tanker collision in the Yellow Sea, China: Reliability of the stochastic simulation3
Accurate tsunami wave prediction using long short-term memory based neural networks3
Dynamic and thermodynamic coupling between the atmosphere and ocean near the Kuroshio current and extension system3
Editorial Board3
Theoretical solution of vortex splitting due to islands effect on the vortex3
APPLE-MASNUM: Accelerating parallel processing for lightweight expansion of MASNUM on a single multi-GPU node3
Enhanced regional ocean ensemble data assimilation through atmospheric coupling in the SKRIPS model3
The seasonal variation of shallow meridional overturning circulation in the South China Sea and the related dynamics3
Numerical investigation of coastal profile evolution under effect of submerged flexible vegetation by XBeach wave model3
Modelling the effect of sea ice in an ocean tide model3
Stokes drift in crossing windsea and swell, and its effect on near-shore particle transport in Lofoten, Northern Norway3
Global wave model performance in the vicinity of the Monterey Bay, California3
A new EnOI-based multiscale assimilation system for global ocean circulation model3
A method for preserving nominally-resolved flow patterns in low-resolution ocean simulations: Constrained dynamics3
CanESM5-derived ocean wave projections — Considerations for coarse resolution climate models3
Numerical simulation of upper ocean responses to the passage of a submesoscale eddy3
Assessment of surface and bottom marine heatwaves along the Spanish coast3
Effects of the atmospheric forcing resolution on simulated sea ice and polynyas off Adélie Land, East Antarctica3
Contribution of high-mode near-inertial waves to enhanced typhoon-induced sea surface temperature cooling in the South China Sea3
Characteristics and trends of ocean turbulent mixing models research in 1990–2023 based on bibliometric analysis3
Editorial Board3
Weather-type statistical downscaling for ocean wave climate in the Chinese marginal seas3
Arctic ice-ocean interactions in an 8-to-2 kilometer resolution global model3
A vortex-implanted initialization scheme for the mesoscale eddy prediction: Real simulation and hindcast3
Waves in a temperate, microtidal and restricted Mediterranean coastal lagoon3
Evaluating single-column thermodynamic sea ice models for simulating landfast ice in Prydz Bay, East Antarctica2
Impacts of Precipitation–Evaporation–Salinity coupling on upper ocean stratification and momentum over the tropical pacific prior to onset of the 2018 El Niño2
Quantifying numerical mixing in a tidally forced global eddy-permitting ocean model2
Mechanism of suspended sediment variation during a landing typhoon in the Yangtze River Estuary2
A semi-Lagrangian Splitting framework for the simulation of non-hydrostatic free-surface flows2
Interannual changes of the summer circulation and hydrology in the East China Sea: A modeling study from 1981 to 20152
Debunking common myths in coastal circulation modeling2
Editorial Board2
Prediction of breaking wave height by using artificial neural network-based approach2
Surface Current Detection in Regional Seas Using Lagrangian Coherent Structures2
A statistical analysis method for significant wave height and spectral peak frequency considering the random and time-varying effects based on copula function and Bayesian inference2
Internal solitary wave in the Lombok Strait: Satellite-observed spatiotemporal characteristics and their propagations modulated by the Indonesian Throughflow2
A hyper-parameterization method for comprehensive ocean models: Advection of the image point2
The impact of surface currents on the wave climate in narrow fjords2
Anisotropic diffusion filters for flow-dependent variational data assimilation of sea surface temperature2
Developing Intelligent Earth System Models : An AI scheme of K-profile parameterization and stable coupling into CESM with FTA2
Data-driven feature-oriented modeling of Southwest Monsoon Current2
Theory and analysis of acoustic-gravity waves in a free-surface compressible and stratified ocean2
Machine Learning Approaches for Early Warning of Tsunami Induced by Volcano Flank Collapse and Implication for Future Risk Management: Case of Anak Krakatau2
Strong extratropical cyclone generated ocean swells in the Northern Pacific from modeling and in-situ observations on the Hawaiian Islands2
The impact of wave-induced mixing on the simulation of the upper mixed layer in climate models2
Lagrangian surface signatures reveal upper-ocean vertical displacement conduits near oceanic density fronts2
Improvement of the sediment flux estimation in the Yangtze River Estuary with a GOCI data adjusted numerical model2
On the runup parameterisation for reef-lined coasts2
Editorial Board2
Remote internal wave forcing of regional ocean simulations near the U.S. West Coast2
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