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33 changes: 33 additions & 0 deletions docs/bibliography.bib
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# Last author name (titlecase), followed by
# (no characters in-between) the year.
@article{Shen2022,
title={A Library of Large-Eddy Simulations Forced by Global Climate Models},
author={Shen, Zhaoyi and Sridhar, Akshay and Tan, Zhihong and Jaruga, Anna and Schneider, Tapio},
journal={Journal of Advances in Modeling Earth Systems},
volume={14},
number={3},
pages={e2021MS002631},
year={2022},
publisher={Wiley Online Library}
}

@article{Lopez2020,
title={A generalized mixing length closure for eddy-diffusivity mass-flux schemes of turbulence and convection},
author={Lopez-Gomez, Ignacio and Cohen, Yair and He, Jia and Jaruga, Anna and Schneider, Tapio},
journal={Journal of Advances in Modeling Earth Systems},
volume={12},
number={11},
pages={e2020MS002161},
year={2020},
publisher={Wiley Online Library}
}

@article{Cohen2020,
title={Unified entrainment and detrainment closures for extended eddy-diffusivity mass-flux schemes},
author={Cohen, Yair and Lopez-Gomez, Ignacio and Jaruga, Anna and He, Jia and Kaul, Colleen M and Schneider, Tapio},
journal={Journal of Advances in Modeling Earth Systems},
volume={12},
number={9},
pages={e2020MS002162},
year={2020},
publisher={Wiley Online Library}
}

@article{He2020,
title = {An Improved Perturbation Pressure Closure for Eddy-Diffusivity Mass-Flux Schemes},
author = {He, Jia and Cohen, Yair and Lopez-Gomez, Ignacio and Jaruga, Anna and Schneider, Tapio},
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30 changes: 30 additions & 0 deletions docs/src/index.md
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# TurbulenceConvection.jl

```@meta
CurrentModule = TurbulenceConvection
```

TurbulenceConvection.jl (TC.jl) is a julia implemntation of the Extendend Eddy-Diffusivity Mass-Flux (EDMF) model published in [^1], [^2], and [^3]. The package conatains a Single Column Model (SCM) which solvers for a single column of a climate model with vertical fluxes computed by the dynamics of the EDMF's 'updrafts' and 'environment' subdomains.
The preformance of TC.jl is routinly monitored by a Continuous Integration (CI) and plots of model varianbes from a range of simualtions are plotted in Buildkites. These plots can be viewed via the colored check (``, `x` or `⦿`) near the commit tag in the 'code' page on github web interface.

The Extended EDMF model can be run with several specifications such as:
- Case: what model setup is run. typically corresponding to an observation campaign (i.e. DYCOMS_RF01 for a standard stratocumulus case) or an LES driven simualtion of the SCM based on CliMA's LES library [^4].
- Closure types: such as entrainment, mixing length etc.
- Model specifications: such as forcing properties, domian and grid etc.
- Parameters: Such as the physical parmaeters listed in Table 2 in [^2] and Table 1 in [^3] as well as parameters relating to machine learning models (Fourier Neural Operators, Neural Networks etc.)

The package depndends on the following clima packages: [ClimaCore.jl](https://github.com/CliMA/ClimaCore.jl), [Thermodyanmics.jl](https://github.com/CliMA/Thermodynamics.jl), [SurfaceFlux.jl](https://github.com/CliMA/SurfaceFluxes.jl), [OperatorFlux.jl](https://github.com/CliMA/OperatorFlux.jl)

The package depndends on the following clima packages: [ClimaCore.jl](https://github.com/CliMA/ClimaCore.jl), [Thermodyanmics.jl](https://github.com/CliMA/Thermodynamics.jl), [SurfaceFlux.jl](https://github.com/CliMA/SurfaceFluxes.jl), [OperatorFlux.jl](https://github.com/CliMA/OperatorFlux.jl)




## Authors

CalibrateEDMF.jl is being developed by the [Climate Modeling Alliance](https://clima.caltech.edu). The main developers are Charles Kawczynski, Yair Cohen, Anna Jaruga, Ignacio Lopez-Gomez, Haakon Ludvig Langeland Ervik, Costa Christopoulos.

## References

[^1]: [Tan2018](@cite)
[^2]: [Cohen2020](@cite)
[^3]: [Lopez2020](@cite)
[^4]: [Shen2022](@cite)

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