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@@ -104,7 +104,7 @@ Note that though ClimaOcean is currently focused on hydrostatic modeling with `O
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If you use ClimaOcean for your research, teaching, or fun 🤩, everyone in our community will be grateful
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if you give credit by citing the corresponding Zenodo record, e.g.,
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> Wagner, G. L. et al. (2025). CliMA/ClimaOcean.jl: v0.5.4 (v0.5.4). Zenodo. https://doi.org/10.5281/zenodo.15042648
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> Wagner, G. L. et al. (2025). CliMA/ClimaOcean.jl: v0.6.9 (v0.6.9). Zenodo. https://doi.org/10.5281/zenodo.7677442
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and also the recent [preprint submitted to the Journal of Advances in Modeling Earth Systems](https://arxiv.org/abs/2502.14148) that presents an overview of all the things that make Oceananigans unique:
title={On the exchange of momentum over the open ocean},
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author={Edson, James B and Jampana, Venkata and Weller, Robert A and Bigorre, Sebastien P and Plueddemann, Albert J and Fairall, Christopher W and Miller, Scott D and Mahrt, Larry and Vickers, Dean and Hersbach, Hans},
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journal={Journal of Physical Oceanography},
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volume={43},
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number={8},
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pages={1589--1610},
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year={2013},
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doi={10.1175/JPO-D-12-0173.1}
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}
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@article{large2009global,
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title={The global climatology of an interannually varying air--sea flux data set},
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author={Large, W G and Yeager, S G},
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journal={Climate Dynamics},
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volume={33},
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pages={341--364},
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year={2009},
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doi={10.1007/s00382-008-0441-3}
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}
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@article{nishizawa2018surface,
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author = {Nishizawa, S. and Kitamura, Y.},
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title = {A Surface Flux Scheme Based on the {Monin--Obukhov} Similarity for Finite Volume Models},
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journal = {Journal of Advances in Modeling Earth Systems},
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volume = {10},
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number = {12},
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pages = {3159-3175},
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doi = {10.1029/2018MS001534},
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year = {2018}
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}
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@article{stewart2020jra55,
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title={{JRA55-do-based} repeat year forcing datasets for driving ocean--sea-ice models},
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author={Stewart, K D and Kim, W M and Urakawa, S and Hogg, A McC and Yeager, S and Tsujino, H and Nakano, H and Kiss, A E and Danabasoglu, G},
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journal={Ocean Modelling},
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volume={147},
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pages={101557},
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year={2020},
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doi={10.1016/j.ocemod.2019.101557}
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}
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@article{tsujino2018jra,
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title={JRA-55 based surface dataset for driving ocean--sea-ice models ({JRA55-do})},
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author={Tsujino, H and Urakawa, S and Nakano, H and Small, R J and Kim, W M and Yeager, S G and Danabasoglu, G and Suzuki, T and Bamber, J L and Bentsen, M and and B{\"o}ning, C and Bozec, A and Chassignet, E and Curchitser, E and Dias, F and Durack, P J and Griffies, S M and Harada, Y and Ilicak, M and Josey, S A and Kobayashi, C and Kobayashi, S and Komuro, Y and Large, W G and Sommer, J and Marsland, S J and Masina, S and Scheinert, M and Tomita, H and Valdivieso, M and Yamazaki, D},
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# ClimaOcean.jl
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🌎 Realistic ocean-only and coupled ocean + sea-ice simulations driven by prescribed atmospheres and based on [Oceananigans](https://github.com/CliMA/Oceananigans.jl) and [ClimaSeaIce](https://github.com/CliMA/ClimaSeaIce.jl).
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🌎 Realistic ocean-only and coupled ocean-sea ice simulations driven by prescribed atmospheres and based on [Oceananigans](https://github.com/CliMA/Oceananigans.jl) and [ClimaSeaIce](https://github.com/CliMA/ClimaSeaIce.jl).
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ClimaOcean implements a framework for driving coupled ocean and sea ice simulations with prescribed atmospheres, using bulk formula to compute atmosphere-ocean, atmosphere-ice, and ocean-ice fluxes of heat, momentum, and freshwater. ClimaOcean builds off the Oceananigans framework, which provides tools for gridded finite volume computations on CPUs and GPUs and building ocean-flavored fluid dynamics simulations. ClimaSeaIce, which provides software for both stand-alone and coupled sea ice simulations, is also built with Oceananigans.
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ClimaOcean implements a framework for coupling prescribed or prognostic representations of the ocean, sea ice, and atmosphere state.
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Fluxes of heat, momentum, and freshwater are computed across the interfaces of its component models according to either Monin--Obukhov similarity theory,
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or coefficient-based "bulk formula".
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ClimaOcean builds off Oceananigans, which provides tools for gridded finite-volume computations on CPUs and GPUs and building ocean-flavored fluid dynamics simulations. ClimaSeaIce, which provides software for both stand-alone and coupled sea ice simulations, is also built with Oceananigans.
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ClimaOcean's core abstractions are `OceanSeaIceModel` which encapsulates the ocean simulation, sea ice simulation, prescribed atmospheric state, atmospheric thermodynamic parameters, and parameterizations that define how the three communicate. ClimaOcean also implements `ocean_simulation`, a utility for building realistic, hydrostatic ocean simulations with Oceananigans ensuring compatibility with `OceanSeaIceModel`.
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ClimaOcean's core abstraction is [`OceanSeaIceModel`](@ref), which encapsulates the ocean, sea ice, and atmosphere state, and interfacial flux parameterizations.
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ClimaOcean also implements [`ocean_simulation`](@ref), a utility for building realistic, hydrostatic ocean simulations with Oceananigans ensuring compatibility with `OceanSeaIceModel`.
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ClimaOcean is written in Julia by the [Climate Modeling Alliance](https://clima.caltech.edu)
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and heroic external collaborators.
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## Quick start
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The following script implements a near-global ocean simulation initialized from the [ECCO state estimate](https://gmd.copernicus.org/articles/8/3071/2015/) and coupled to a prescribed atmosphere derived from the [JRA55-do reanalysis](https://www.sciencedirect.com/science/article/pii/S146350031830235X):
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The following script implements a near-global ocean simulation initialized from the [ECCO state estimate](https://doi.org/10.5194/gmd-8-3071-2015) and coupled to a prescribed atmosphere derived from the [JRA55-do reanalysis](https://www.sciencedirect.com/science/article/pii/S146350031830235X):
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