AGNI: A radiative-convective model for lava planet atmospheres

It is important that we are able to accurately model the atmospheres of (exo)planets.This is because atmospheres play a central role in setting a planet's thermochemical environment at a given point in time, and also in regulating how it evolves over geological timescales.Additionally, it is primarily by observation of their atmospheres that we are able to characterise exoplanets.There is particular demand for accurate models in the context of so-called lava worlds: planets with molten interiors (or 'magma oceans').AGNI is a Julia program designed to solve for the temperature and radiation environment within the atmospheres of rocky (exo)planets.It leverages a well established FORTRAN code (Edwards & Slingo, 1996;Sergeev et al., 2023) to calculate radiative fluxes from a given atmospheric temperature structure and composition, which -alongside representations of convection and other processes -enables an energy-conserving numerical solution for the atmospheric conditions.In contrast to most other numerical atmosphere models, AGNI uses a Newton-Raphson optimisation method to obtain its solution, which enables improved performance and scalability.Our model was specifically developed for use alongside planetary interior models within a coupled simulation framework.However, it can also be applied to scientific problems standalone when used as an executable program; it reads TOML configuration files and outputs figures and NetCDF datasets.AGNI can also function as a software library; it is used in this sense within the Jupyter notebook tutorials of our GitHub repository 1 .

Authors

Institutions

Publication Details

Journal
The Journal of Open Source Software
Published
2025-05-30
DOI
https://doi.org/10.21105/joss.07726
Citations
3
Primary Topic
Astro and Planetary Science
Type
article
Field-Weighted Citation Impact
3.46
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

AGNI: A radiative-convective model for lava planet atmospheres

Raymond T. Pierrehumbert, Harrison Nicholls, Tim Lichtenberg
3 citations
The Journal of Open Source Software
Astro and Planetary Science
3.46
article

AGNI: A radiative-convective model for lava planet atmospheres

Raymond T. Pierrehumbert, Harrison Nicholls, Tim Lichtenberg
article en
3 citations

Abstract

It is important that we are able to accurately model the atmospheres of (exo)planets.This is because atmospheres play a central role in setting a planet's thermochemical environment at a given point in time, and also in regulating how it evolves over geological timescales.Additionally, it is primarily by observation of their atmospheres that we are able to characterise exoplanets.There is particular demand for accurate models in the context of so-called lava worlds: planets with molten interiors (or 'magma oceans').AGNI is a Julia program designed to solve for the temperature and radiation environment within the atmospheres of rocky (exo)planets.It leverages a well established FORTRAN code (Edwards & Slingo, 1996;Sergeev et al., 2023) to calculate radiative fluxes from a given atmospheric temperature structure and composition, which -alongside representations of convection and other processes -enables an energy-conserving numerical solution for the atmospheric conditions.In contrast to most other numerical atmosphere models, AGNI uses a Newton-Raphson optimisation method to obtain its solution, which enables improved performance and scalability.Our model was specifically developed for use alongside planetary interior models within a coupled simulation framework.However, it can also be applied to scientific problems standalone when used as an executable program; it reads TOML configuration files and outputs figures and NetCDF datasets.AGNI can also function as a software library; it is used in this sense within the Jupyter notebook tutorials of our GitHub repository 1 .

The Journal of Open Source SoftwareVol. 10(109)
University of Groningen (NL), University of Oxford (GB)
Climate action
Openalex Percentile: Top 8%
Astro and Planetary Science
3.46
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

AGNI: A radiative-convective model for lava planet atmospheres — Raymond T. Pierrehumbert, Harrison Nicholls, et al. · The Journal of Open Source Software (2025) | TGRS Research Map | TGRS