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Ocean Models

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lightbulbAbout this topic
Ocean models are mathematical representations of oceanic processes and dynamics, used to simulate and predict the behavior of ocean systems. These models incorporate physical, chemical, and biological interactions within the ocean, aiding in understanding climate change, marine ecosystems, and ocean circulation.
lightbulbAbout this topic
Ocean models are mathematical representations of oceanic processes and dynamics, used to simulate and predict the behavior of ocean systems. These models incorporate physical, chemical, and biological interactions within the ocean, aiding in understanding climate change, marine ecosystems, and ocean circulation.

Key research themes

1. How does ocean model resolution and parameterization of mesoscale processes influence climate variability and projections?

This research area investigates the impact of spatial resolution in ocean components of Earth System Models (ESMs) on the mean state of the ocean, its variability, and future climate projections. Of particular interest is how resolving or parameterizing ocean mesoscale features such as eddies affects key climate phenomena, including the Atlantic Meridional Overturning Circulation (AMOC) and Southern Ocean circulation. Since mesoscale processes operate at scales often near or below model grid sizes, their explicit resolution versus parameterization introduces uncertainty in climate simulations and projections.

Key finding: This 2020 review synthesizes results from CMIP6 models demonstrating that ocean components with varying resolutions—approximately 1° (eddy-parameterizing), 1/4°, and 1/10° (eddy-present and eddy-rich)—produce materially... Read more
Key finding: This 2016 paper quantifies the importance of resolving coastal and shelf sea processes within global ocean models at resolutions finer than 1/12° to 1/72°. It demonstrates through process scale analysis and model experiments... Read more
Key finding: This 2016 study evaluates a 1/12° regional ocean model incorporating tidal effects and internal tide parameterizations in the Indonesian seas, an oceanic region characterized by complex geometry and strong mesoscale... Read more
Key finding: This 2015 paper assesses the skill of a 1/12° regional ocean model including tidal forcing and internal tide mixing effects for the Indonesian archipelago. It shows that resolving mesoscale features associated with... Read more

2. What are effective modeling strategies for high-resolution regional coastal ocean simulations integrating physics and biogeochemistry?

This theme addresses methodological approaches for configuring regional ocean models at high horizontal resolution (~1/12° and finer), encompassing both physical dynamics and coupled biogeochemical processes. It explores best practices in model reproducibility, data assimilation, coupling freshwater inputs, and representing complex coastal and archipelagic systems with significant topographic and tidal variability. The theme emphasizes the need for modular, reproducible workflows and coupling strategies to manage computational cost while improving prediction skill for coastal marine ecosystems and their response to atmospheric forcing and riverine inputs.

Key finding: This paper develops principles and workflows for constructing reproducible regional ocean model configurations, balancing the necessity for customization with standardization. Drawing on experience with the NEMO framework, it... Read more
Key finding: Using extensive Argo float data and three eddy-permitting global circulation models, this 2023 study quantifies severe discrepancies in mean mid-depth (approx. 1000 m) ocean current velocities and directions worldwide. It... Read more
Key finding: This work introduces an offline two-way coupling strategy integrating local schematic river and estuary models with regional ocean models, enabling physically consistent mixing of freshwater and saltwater without large... Read more
Key finding: This study compares two ocean model frameworks—structured grid NEMO and unstructured grid FVCOM—at high resolutions (~50-100 m) for nearshore operational forecasting in Saint John Harbour. Both models are forced with... Read more
Key finding: Beyond physical circulation, this study articulates model skill improvements enabled by high-resolution coupled physical-biogeochemical configurations in a complex archipelago. Implementation of tidal forcing, riverine... Read more

3. How do numerical and computational approaches address challenges in simulating coastal ocean dynamics, including coastline representation and tidal forcing?

This theme encompasses methodological advances in numerical schemes, model grid design, tidal forcing strategies, and ocean-wave-atmosphere coupling aimed at ameliorating persistent challenges in coastal ocean modeling. Topics include managing staircase-like coastlines in structured grids to reduce spurious form drag, implementing accurate, long-term tidal forcings and harmonic constant interpolation, and realizing fully coupled atmosphere-wave-ocean model systems to capture bidirectional feedbacks. These advances improve model physical fidelity and operational forecast skill in dynamically complex coastal environments.

Key finding: This study revisits the widely known spurious form drag induced by staircase-like coastlines in structured mesh ocean models, demonstrating that physical convergence (insensitivity of flow to mesh orientation at sufficient... Read more
Key finding: This comprehensive work addresses three key technical challenges in implementing tidal forcings for regional and coastal ocean models: (1) generating tidal harmonic forcings from low-resolution data, (2) executing perpetual... Read more
Key finding: Through two-year-long simulations coupling atmosphere CCLM, wave model WAM, and ocean NEMO, this 2023 study reveals seasonally varying feedbacks between waves, ocean, and atmosphere in the North Sea. Including waves modifies... Read more
Key finding: This paper introduces a novel hybrid numerical method combining shallow water equations with Airy wave theory in a heightfield framework, enabling real-time simulation of both bulk flow and dispersive surface waves. The... Read more

All papers in Ocean Models

The Ocean Model Intercomparison Project (OMIP) aims to provide a framework for evaluating, understanding, and improving the ocean and sea-ice components of global climate and earth system models contributing to the Coupled Model... more
Purpose of Review Assessment of the impact of ocean resolution in Earth System models on the mean state, variability, and future projections and discussion of prospects for improved parameterisations to represent the ocean mesoscale.... more
Purpose of Review Assessment of the impact of ocean resolution in Earth System models on the mean state, variability, and future projections and discussion of prospects for improved parameterisations to represent the ocean mesoscale.... more
A theory for the exchange between a rotating, buoyancy-forced marginal sea and an ocean is developed and tested numerically. Cooling over the marginal sea leads to sinking and sets up a two-layer exchange flow, with a warm surface layer... more
Observations suggest that enhanced turbulent dissipation and mixing over rough topography are modulated by the transient eddy field through the generation and breaking of lee waves in the Southern Ocean. Idealized simulations also suggest... more
Understanding the dynamics of the coastal oceans is important for managing coastal ecosystems, and hence for protecting lives and planning sustainable development. Among other countries in the southwest Indian Ocean, Mozambique has a... more
We investigated the effect of the assimilation of altimeter satellite data in the third-generation ocean wave model WAM. We used a sequential method, where analyzed significant wave height fields are created by optimum interpolation, and... more
Enhanced decadal variability in sea surface temperature (SST) centered on the Kuroshio Extension (KE) has been found in the Community Climate System Model version 3 (CCSM3) as well as in other coupled climate models. This decadal peak has... more
Three simulations of the circulation in the Gulf of Mexico (the “Gulf”) using different numerical general circulation models are compared with results of recent large-scale observational campaigns conducted throughout the deep (>1500... more
research project "Ocean Prediction Through Observations, Modeling and Analysis" sponsored by the Physical Oceanography Program of the Office of Naval Research under Program Element 61153N
In the regions of flat immobile landfast ice (shallow Siberian Seas with depths less than 25-30 m), the models generally overestimate both the total observed sea ice thickness and rates of September and October ice growth from... more
The generation of trapped and radiating internal tides around Izu-Oshima Island located off Sagami Bay, Japan, is investigated using the three-dimensional Stanford Unstructured Nonhydrostatic Terrain-following Adaptive Navier-Stokes... more
Understanding the dynamics of the coastal oceans is important for managing coastal ecosystems, and hence for protecting lives and planning sustainable development. Among other countries in the southwest Indian Ocean, Mozambique has a... more
The stability of baroclinic Rossby waves in large ocean basins is examined, and the quasigeostrophic (QG) results of LaCasce and Pedlosky are generalized. First, stability equations are derived for perturbations on large-scale waves,... more
The recently released NCEP Climate Forecast System Reanalysis (CFSR) is used to examine the response to ENSO in the northeast tropical Pacific Ocean (NETP) during 1979–2009. The normally cool Pacific sea surface temperatures (SSTs)... more
We use the method of least squares with Lagrange multipliers to fit an ocean general circulation model to the Multiproxy Approach for the Reconstruction of the Glacial Ocean Surface (MARGO) estimate of near sea surface temperature (NSST)... more
The ability of paleoceanographic tracers to constrain rates of transport is examined using an inverse method to combine idealized observations with a geostrophic model. Considered are the spatial distribution, accuracy, and types of... more
Understanding the dynamics of the coastal oceans is important for managing coastal ecosystems, and hence for protecting lives and planning sustainable development. Among other countries in the southwest Indian Ocean, Mozambique has a... more
The upper ocean circulation near the western margin of the South Atlantic Ocean is dominated by the southward flow of the warm and salty Brazil Current and the northward flow of the cold and relatively fresh Malvinas Current. The... more
The evolution of the oceanic free-surface is responsible for the propagation of fast surface gravity waves, which approximatively propagate at speed √ gH (with g the gravity and H the local water depth). In the deep ocean, this phase... more
The evolution of the oceanic free-surface is responsible for the propagation of fast surface gravity waves, which approximatively propagate at speed √ gH (with g the gravity and H the local water depth). In the deep ocean, this phase... more
What most clearly distinguishes near-shore and offshore currents is their dominant spatial scale, O (1-30) km near-shore and O (30-1000) km offshore. In practice, these phenomena are usually both measured and modeled with separate... more
ROMSTOOLS, a collection of global datasets and a series of Matlab programs collected in an integrated toolbox, generates the grid, surface forcing, initial condition, open boundary conditions, and tides for climatological and inter-annual... more
In the regions of flat immobile landfast ice (shallow Siberian Seas with depths less than 25-30 m), the models generally overestimate both the total observed sea ice thickness and rates of September and October ice growth from... more
Understanding the dynamics of the coastal oceans is important for managing coastal ecosystems, and hence for protecting lives and planning sustainable development. Among other countries in the southwest Indian Ocean, Mozambique has a... more
The shores of Cape Verde hosts one of the most important nesting populations of the loggerhead turtle Caretta caretta in the world, as well as important feeding grounds for hawksbill Eretmochelys imbricata and green turtles Chelonia mydas... more
The ability of individuals to actively control their movements, especially during the early life stages, can significantly influence the distribution of their population. Most marine turtle species develop oceanic foraging habitats during... more
The ability of individuals to actively control their movements, especially during the early life stages, can significantly influence the distribution of their population. Most marine turtle species develop oceanic foraging habitats during... more
The ability of individuals to actively control their movements, especially during the early life stages, can significantly influence the distribution of their population. Most marine turtle species develop oceanic foraging habitats during... more
Previous studies have shown that loggerhead sea turtles (Caretta caretta), monitored by satellite telemetry, complete long-distance migration between the western and eastern Mediterranean basins following a seasonal pattern. This study... more
Austronesians colonized the islands of Rapa Nui, Hawaii, the Marquesas and Madagascar. All of these islands have been found to harbor Austronesian artifacts and also, all of them are known nesting sites for marine turtles. Turtles are... more
Understanding the movements of turtle hatchings is essential for improved understanding of dispersal behaviour and ultimately survivorship, life history strategies and population connectivity. Yet investigation of in-water movement has... more
Dispersal during juvenile life stages drives the life-history evolution and dynamics of many marine vertebrate populations. However, the movements of juvenile organisms, too small to track using conventional satellite telemetry devices,... more
The movements of some long-distance migrants are driven by innate compass headings that they follow on their first migrations (e.g., some birds and insects), whilst the movements of other first time migrants are learnt by following more... more
Some animals migrate huge distances in search of resources with locomotory mode (flying/swimming/walking) thought to drive the upper ceilings on migration distance. Yet in cross-taxa comparisons, upper ceilings on migration distance have... more
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