Ocean Modelling

Papers
(The TQCC of Ocean Modelling is 5. 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 2021-08-01 to 2025-08-01.)
ArticleCitations
A regional NEMO 4.0 configuration of the subpolar North Atlantic83
Editorial Board60
Editorial Board53
Effect of the different stratification changes along the two sides of a typhoon track on near-inertial energy propagation38
Lagrangian analysis of submesoscale flows from sparse data using Gaussian Process Regression for field reconstruction33
HyTCWaves: A Hybrid model for downscaling Tropical Cyclone induced extreme Waves climate31
Large eddy simulation of focused breaking waves with different wave steepness30
On divergence- and gradient-preserving coarse-graining for finite volume primitive equation ocean models29
Integration of data-driven and physics-based modeling of wind waves in a shallow estuary24
Cross-scale prediction for the Laurentian Great Lakes23
A deep-learning real-time bias correction method for significant wave height forecasts in the Western North Pacific23
The impact of ocean data assimilation on the simulation of mesoscale eddies at São Paulo plateau (Brazil) using the regional ocean modeling system23
Chlorophyll-a in Chesapeake Bay based on VIIRS satellite data: Spatiotemporal variability and prediction with machine learning20
Editorial Board19
Attention-enhanced deep learning model for reconstruction and downscaling of thermocline depth in the tropical Indian Ocean18
The simulation of the South China Sea by the variable resolution version of the global ocean general circulation model LICOM3.018
On a minimum set of equations for parameterisations in comprehensive ocean circulation models18
Quantify the compound effects caused by the interactions between inland river system and coastal processes in hurricane coastal flooding through controlled hydrodynamic modeling experiments17
Editorial Board17
Seas and swells throughout New Zealand: A new partitioned hindcast17
4D-Var data assimilation in a nested model of the Mid-Atlantic Bight17
Highly nonlinear internal solitary waves with a free surface16
Modelling secondary circulations in stratified bi-directional flows: A potential mechanism for flux transfer from lower to upper fluid layers16
Data assimilation for the two-dimensional shallow water equations: Optimal initial conditions for tsunami modelling15
Comprehensive characterization of Marine Heatwaves in a coastal Northern Humboldt Current System regional model over recent decades15
Representing wave effects on currents15
A note on the temporal and spatial attenuation of ocean waves15
High-resolution, non-hydrostatic simulation of internal tides and solitary waves in the southern East China Sea14
On the ability of OMIP models to simulate the ocean mixed layer depth and its seasonal cycle in the Arctic Ocean14
Performance evaluation of a global CMIP6 single forcing, multi wave model ensemble of wave climate simulations14
A deep learning approach to predict sea surface temperature based on multiple modes14
Seasonal dynamics of water circulation and exchange flows in a shallow lagoon-inlet-coastal ocean system14
Modeling the sea-surface pCO2 of the central Bay of Bengal region using machine learning algorithms13
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
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
On global wave height climatology and trends from multiplatform altimeter measurements and wave hindcast13
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 pr13
Storm surge modelling along European coastlines: The effect of the spatio-temporal resolution of the atmospheric forcing13
Application of data-driven mixing parameterization scheme in a regional ocean model13
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]13
Effect of western Pacific current uncertainties on the forecasting of eddy shedding from the Kuroshio loop into the South China Sea: A case study13
Editorial Board13
Spurious internal wave generation during data assimilation in eddy resolving ocean model simulations11
High-frequency wave dynamics in mixed seas: The influence of swells on wind waves characteristics11
A numerical assessment of the dispersion of dissolved pollutants in the Arabian Gulf associated with the Barakah nuclear power plant11
A linear stochastic emulator of the California Current system using balanced truncation11
Benchmarking a two-way coupled coastal wave–current hydrodynamics model11
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
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 approach10
Tonga volcanic eruption triggered anomalous Arctic warming in early 202210
An “objective” definition of potential vorticity. Generalized evolution equation and application to the study of coastal upwelling instability10
Dense water downslope flow and AABW production in a numerical model: Sensitivity to horizontal and vertical resolution in the region off Cape Darnley polynya9
Correction of GLS turbulence closure for wave-resolving models with stratification9
Reconstructing 3D ocean subsurface salinity (OSS) from T–S mapping via a data-driven deep learning model9
Impact of atmospheric forcing on SST biases in the LETKF-based ocean research analysis (LORA)9
Study of the tidal dynamics in the Southwestern Atlantic Continental Shelf based on data assimilation9
Normal and reverse storm surges along the coast of Florida during the September 2022 Hurricane Ian: Observations, analysis, and modelling9
Wave-induced mean currents and setup over barred and steep sandy beaches9
The south–north equatorial asymmetrical distribution of Chlorophyll in El Niño events in the observations and CMIP6 models9
A deep learning approach to predict significant wave height using long short-term memory9
Impact of offshore wind farm monopiles on hydrodynamics interacting with wind-driven waves8
Eelgrass beds can mitigate local acidification and reduce oyster malformation risk in a subarctic lagoon, Japan: A three-dimensional ecosystem model study8
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 Section8
Coastex wave calculation — A cost-efficient method for computing high-resolution wave conditions in coastal regions8
The detection of Arctic sea ice linear kinematic features using LadderNet8
Mechanism of a meteorological tsunami reaching the Japanese coast caused by Lamb and Pekeris waves generated by the 2022 Tonga eruption8
Lagrangian three-dimensional transport and dispersion by submesoscale currents at an upper-ocean front8
Comparing numerical accuracy and stability for different horizontal discretizations in MPAS-Ocean8
Editorial Board8
Non-uniform downscaling data assimilation algorithm in variational framework8
CODAR data assimilation into an integrated ocean forecasting system for the Brazilian Southeastern coast8
Accuracy assessment of recent global ocean tide models in coastal waters of the European North West Shelf8
A high-order spectral method for effective simulation of surface waves interacting with an internal wave of large amplitude7
Ocean drifter velocity data assimilation, Part 1: Formulation and diagnostic results7
Total water level prediction at continental scale: Coastal ocean7
A simple and transparent method for improving the energetics and thermodynamics of seawater approximations: Static energy asymptotics (SEA)7
Investigation of multimodal wave climate using spectral partitioning and wave system tracking algorithms7
Dependence of dense filament frontogenesis in a hydrostatic model7
Transformation of significant wave height and set-up due to entrained air bubbles effect in breaking waves7
Reynolds-averaged Navier-Stokes simulation of nearshore Langmuir circulation and the formation of oil-particle aggregates7
High frequency radar observing system simulation experiment in the Western Mediterranean Sea. A Lagrangian assessment approach7
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]7
Sensitivity of Arctic sea ice to melt pond processes and atmospheric forcing: A model study7
Multi-year three-dimensional simulation of seasonal variation in phytoplankton species composition in a large shallow lake7
Downscaling of ocean fields by fusion of heterogeneous observations using Deep Learning algorithms7
Ocean satellite data assimilation using the implicit equal-weights variational particle smoother7
The impact of wind–wave coupling with WBLM on coastal storm simulations7
Scalable self attraction and loading calculations for unstructured ocean tide models7
A numerical study of multiscale current effects on waves in the northern South China Sea7
Editorial Board7
How fine is fine enough? Effect of mesh resolution on hydrodynamic simulations in coral reef environments7
Evolution of wave directional properties in sea ice7
Investigating appropriate artificial intelligence approaches to reliably predict coastal wave overtopping and identify process contributions7
Oblique interactions of mode-1 and mode-2 internal solitary waves in the presence of variable topography6
Spatiotemporal wave forecast with transformer-based network: A case study for the northwestern Pacific Ocean6
Seasonal variation of deep vertical velocity in the South China Sea6
Combined surge-meteotsunami dynamics: A numerical model for hurricane Leslie on the coast of Portugal6
A method for preserving nominally-resolved flow patterns in low-resolution ocean simulations: Dynamical system reconstruction6
Enhancing model temperature estimations in shallow, turbid, coastal regions: Mobile Bay, Alabama6
Laboratory validation of the extended SWASH model for modeling wave dynamics under depth-uniform ambient currents6
The impact of climate change on the storm surges of the Mediterranean Sea: Coastal sea level responses to deep depression atmospheric systems6
A paralleled embedding high-dimensional Bayesian optimization with additive Gaussian kernels for solving CNOP6
Representing uncertainty in limited-area data assimilating ocean models6
Wave climate projections off coastal French Guiana based on high-resolution modelling over the Atlantic Ocean6
Sensitivity of boundary layer features to depth-dependent baroclinic pressure gradient and turbulent mixing in an ocean of finite depth6
The relationship between linearised 3D and 2DH models for tidally dominated shallow waters6
Validation and inter-comparison of models for landslide tsunami generation6
The effect of vertical coordinates on the accuracy of a shelf sea model6
A boundary perturbation approach for regional wave ensemble forecast6
Modelling of hurricane Dorian via the implementation of Wave Boundary Layer Model (WBLM) within the OpenIFS6
A nonhydrostatic formulation for MPAS-Ocean5
Model validation and applications of wave and current forecasts from the Hong Kong Observatory's Operational Marine Forecasting System5
Editorial Board5
Hydrodynamic modelling in marginal and coastal seas — The case of the Adriatic Sea as a permanent laboratory for numerical approach5
Deep learning approach for downscaling of significant wave height data from wave models5
Inferring diapycnal mixing using the internal wave continuum from the high resolution ocean model5
On the directional distributions of the observation-based wind input and dissipation terms in a third-generation wave model5
Ocean drifter velocity data assimilation Part 2: Forecast validation5
The coastal macro-vortices dynamics in Hong Kong waters and its impact on water quality5
Editorial Board5
Seasonal variation of intermediate meridional overturning circulation in the South China Sea5
Tidal effects on dynamics and freshwater transport of a medium-scale river plume with multiple outlets5
Adding baroclinicity to a global operational model for forecasting total water level: Approach and impact5
Editorial Board5
A modified thermodynamic sea ice model and its application5
Evaluating Alternate Methods of 4D-Var Data Assimilation in a Coupled Hydrodynamic—Four-Component Biogeochemical Model of the California Current System5
Editorial Board5
Ocean data assimilation for the initialization of seasonal prediction with the Community Earth System Model5
Long-duration storm surges due to 2023 successive UK storms Ciarán and Domingos: Generation, field surveys, and numerical modelling5
An atmosphere–ocean coupled model for simulating physical and biogeochemical state of north Indian Ocean: Customisation and validation5
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