dennissergeev / exoconvection-apj-2020

Code for Sergeev et al. (2020)

Atmospheric convection plays a key role in the climate of tidally-locked terrestrial exoplanets: insights from high-resolution simulations

Denis E. Sergeev, F. Hugo Lambert, Nathan J. Mayne, Ian Boutle, James Manners, and Krisztian Kohary 2020 Astrophysical Journal, 894:84 (19pp)

Code used to process and visualise the model output. Model data are available upon request (raw data O(100 Gb)).

page/ directory is for hosting an HTML page with an interactive version of Fig. 1.

Running code

To recreate the same conda environment for running Python code, follow these steps:

1. Install conda
2. Git-checkout or download this repository
3. (on Linux/OSX) Navigate to the repository folder and run

make env

4. Activate the environment

conda activate sergeev2020

5. Run the notebooks manually or use make shortcuts (type make help for help)

Navigation

Notebooks for each individual figure as well as for two data tables are in the code/ directory, while the figures themselves are in the plots/ directory.

Figures

#	Figure	Notebook	Dependencies
1	Overview of the model set-up for the Trappist-1e case (interactive 3D Figure)	Fig01-Model-Set-Up-3D.ipynb	pp_ns_data.py
2	Surface temperature and horizontal wind vectors in the upper troposphere	Fig02-Map-Sfc-Temp-Winds.ipynb	pp_main_gl_data.py
3	Time average vertical profiles of temperature and water vapor at the sub-stellar point and its antipode	Fig03-Vert-Prof-Temp-Hum.ipynb	pp_main_gl_data.py
4	Eddy geopotential height and eddy components of horizontal wind vectors 250 hPa and air temperature at 700 hPa	Fig04-Map-Gpt-Hgt-Temp.ipynb	pp_main_gl_data.py
5	Atmospheric circulation regimes	Fig05-Rossby-Rhines.ipynb	pp_main_gl_data.py
6	Distribution of clouds and precipitation for the Trappist-1e and Proxima b cases	Fig06-Map-Cloud-Precip.ipynb	pp_main_gl_data.py
7	Meridional average of vertically integrated divergence of MSE and its components	Fig07-MSE-Flux-Divergence.ipynb	pp_main_gl_data.py
8	Latitudinal cross-section of the zonal transport of sensible and latent heat across the eastern terminator	Fig08-Vert-Cross-Heat-Flux.ipynb	pp_main_gl_data.py
9	Snapshot of top-of-atmosphere outgoing longwave radiation in the Trappist-1e simulation	Fig09-Map-TOA-OLR-Trap1e.ipynb
10	Snapshot of top-of-atmosphere outgoing longwave radiation in the Proxima b simulation	Fig10-Map-TOA-OLR-Proxb.ipynb
11	Histograms of instantaneous TOA OLR values in the substellar region	Fig11-Hist-TOA-OLR.ipynb
12	Snapshot of convection in the substellar region in the Proxima b case at the end of the HighRes simulation	Fig12-Map-Precip-Vert-Wind.ipynb
13	Vertical profiles of the cloud liquid water and ice mixing ratio in the substellar region	Fig13-Vert-Prof-Cloud-Condensate.ipynb	pp_ns_data.py, ns_mean_vprof.py
14	Vertical profiles of temperature increments due to the latent heating in the substellar region	Fig14-Vert-Prof-Latent-Heating.ipynb	pp_ns_data.py, ns_mean_vprof.py
15	Day-night surface temperature difference vs wind divergence in the free troposphere of the substellar region	Fig15-Day-Night-Impact-Lin-Reg.ipynb	pp_ens_gl_data.py, aggr_ens_output.py, pp_ns_data.py, aggr_ns_data.py

Tables

#	Table	Notebook	Dependencies
3	Mean global, day-side, and night-side surface temperature in the control and sensitivity simulations	Tab03-Mean-Sfc-Temp.ipynb	pp_main_gl_data.py
4	Global top-of-atmosphere cloud radiative effect in the control and sensitivity simulations	Tab04-CRE.ipynb	pp_main_gl_data.py

Bibtex

@article{SergeevEtAl2020,
    archivePrefix = {arXiv},
    arxivId = {2004.03007},
    author = {Sergeev, Denis E. and Lambert, F. Hugo and Mayne, Nathan J. and Boutle, Ian A. and Manners, James and Kohary, Krisztian},
    doi = {10.3847/1538-4357/ab8882},
    eprint = {2004.03007},
    issn = {1538-4357},
    journal = {The Astrophysical Journal},
    number = {2},
    pages = {84},
    publisher = {IOP Publishing},
    title = {Atmospheric convection plays a key role in the climate of tidally-locked terrestrial exoplanets: insights from high-resolution simulations},
    url = {https://iopscience.iop.org/article/10.3847/1538-4357/ab8882},
    volume = {894},
    year = {2020}
}