MUSICA
A collection of modeling software, tools, and grids, that allow for robust modeling of chemistry in Earth's atmosphere.
https://github.com/ncar/musica
Category: Atmosphere
Sub Category: Atmospheric Chemistry and Aerosol
Keywords from Contributors
atmospheric-science atmospheric-chemistry atmospheric-modeling ode-solver
Last synced: about 4 hours ago
JSON representation
Repository metadata
Multi-Scale Infrastructure for Chemistry Modeling
- Host: GitHub
- URL: https://github.com/ncar/musica
- Owner: NCAR
- License: apache-2.0
- Created: 2022-10-12T16:42:28.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2026-04-07T15:53:02.000Z (3 days ago)
- Last Synced: 2026-04-07T17:26:39.448Z (3 days ago)
- Language: Jupyter Notebook
- Homepage: https://ncar-musica.readthedocs.io/en/latest/
- Size: 18.7 MB
- Stars: 18
- Watchers: 7
- Forks: 10
- Open Issues: 23
- Releases: 31
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Citation: CITATION.cff
- Authors: AUTHORS.md
- Zenodo: .zenodo.json
README.md
MUSICA
Multi-Scale Infrastructure for Chemistry and Aerosols
MUSICA is a collection of modeling software, tools, and grids, that
allow for robust modeling of chemistry in Earth's atmosphere.
At present the project encompasses these core components
-
- A photolysis rate calculator
-
- Model Independent Chemical Module
-
- Community Aerosol and Radiation Model for Atmospheres (integration in development)
-
- The standardized format to describe atmospheric chemistry
These components are used to drive the MUSICA software ecosystem. This is a snapshot of how MUSICA can be used with different
models.

Installation
MUSICA provides interfaces for multiple programming languages. Choose the installation method that best fits your needs:
Python
Most scientific users may prefer our python interface. It can be installed with pip:
pip install musica
For detailed Python installation instructions, usage examples, and development information, see the Python README.
JavaScript
The JavaScript interface uses WebAssembly to run MUSICA components. This interface is most for tools developed for web
browsers and only supports the C++ components of MUSICA. It can be installed from npm
npm install @ncar/musica
For detailed JavaScript installation instructions, usage examples, and development information, see the JavaScript README.
Fortran
The Fortran interface is designed for integration with Fortran-based atmospheric models. You can install this from spack
spack install musica
For detailed Fortran installation instructions, usage examples, and development information, see the Fortran README.
C++ / CMake
For C++ development or building from source with full control over options:
Prerequisites
Minimum required packages:
- cmake (>= 3.21)
- pkg-config
- netcdf
- netcdf-fortran
- blas
- lapack
Building from Source
git clone https://github.com/NCAR/musica.git
cd musica
mkdir build
cd build
ccmake ..
make
make install
MUSICA automatically downloads and builds additional dependencies (pybind11, googletest, MICM, TUV-x, Mechanism Configuration, CARMA) using CMake's FetchContent. If you have these packages already installed where CMake can find them, they will be used instead of being downloaded.
Quick Start
Documentation and Resources
Official Documentation
- Full Documentation - Complete API reference, tutorials, and guides
- Interactive Tutorials - Try MUSICA in your browser via Binder
- MUSICA Wiki - Additional resources and community information
Available grids
Pre-made grids for use in MUSICA are available here.
Developer Options
Specifying dependency versions via parameterization at configure time
Introduced in Pull Request #124, it is possible for developers to specify which versions of various dependencies should be used. These options are currently limited to those dependencies managed via FetchContent. This change allows for more easily testing musica against changes committed in different repositories and branches. The environmental variables introduced are outlined in the following table.
CMake Dependency Variables
| Musica Dependency | Repository | Branch, Tag or Hash |
|---|---|---|
| Google Test | GOOGLETEST_GIT_REPOSITORY | GOOGLETEST_GIT_TAG |
| MICM | MICM_GIT_REPOSITORY | MICM_GIT_TAG |
| TUV-X | TUVX_GIT_REPOSITORY | TUVX_GIT_TAG |
| PyBind11 | PYBIND11_GIT_REPOSITORY | PYBIND11_GIT_TAG |
| Mechanism Configuration | MECH_CONFIG_GIT_REPOSITORY | MECH_CONFIG_GIT_TAG |
Example Usage
The following examples assume the working directory is a
build/directory inside themusicasource directory.
Specifying a different version of tuv-x, to ensure a change won't break anything.
$ cmake .. \
-DTUVX_GIT_REPOSITORY="https://github.com/WardF/tuv-x.git" \
-DTUVX_GIT_TAG=test-fix
Specifying a specific version of tuv-x by has, but using the official repository.
$ cmake .. \
-DTUVX_GIT_TAG=a6b2c4d8745
Contributing
We welcome contributions from the community! Please see our Contributing Guide for information on how to get involved.
For a complete list of contributors and authors, see AUTHORS.md.
Citations
MUSICA can be cited in at least two ways:
-
Cite the foundational paper that defines the vision of the MUSICA software:
- Pfister et al., 2020, Bulletin of the American Meteorological Society
- Use the following BibTeX entry:
@Article { acom.software.musica-vision, author = "Gabriele G. Pfister and Sebastian D. Eastham and Avelino F. Arellano and Bernard Aumont and Kelley C. Barsanti and Mary C. Barth and Andrew Conley and Nicholas A. Davis and Louisa K. Emmons and Jerome D. Fast and Arlene M. Fiore and Benjamin Gaubert and Steve Goldhaber and Claire Granier and Georg A. Grell and Marc Guevara and Daven K. Henze and Alma Hodzic and Xiaohong Liu and Daniel R. Marsh and John J. Orlando and John M. C. Plane and Lorenzo M. Polvani and Karen H. Rosenlof and Allison L. Steiner and Daniel J. Jacob and Guy P. Brasseur", title = "The Multi-Scale Infrastructure for Chemistry and Aerosols (MUSICA)", journal = "Bulletin of the American Meteorological Society", year = "2020", publisher = "American Meteorological Society", address = "Boston MA, USA", volume = "101", number = "10", doi = "10.1175/BAMS-D-19-0331.1", pages= "E1743 - E1760", url = "https://journals.ametsoc.org/view/journals/bams/101/10/bamsD190331.xml" }
-
Cite the MUSICA software and its evaluation (MUSICAv0):
- Schwantes et al., 2022, Journal of Advances in Modeling Earth Systems
- Use the following BibTeX entry:
@Article{acom.software.musica, author = {Schwantes, Rebecca H. and Lacey, Forrest G. and Tilmes, Simone and Emmons, Louisa K. and Lauritzen, Peter H. and Walters, Stacy and Callaghan, Patrick and Zarzycki, Colin M. and Barth, Mary C. and Jo, Duseong S. and Bacmeister, Julio T. and Neale, Richard B. and Vitt, Francis and Kluzek, Erik and Roozitalab, Behrooz and Hall, Samuel R. and Ullmann, Kirk and Warneke, Carsten and Peischl, Jeff and Pollack, Ilana B. and Flocke, Frank and Wolfe, Glenn M. and Hanisco, Thomas F. and Keutsch, Frank N. and Kaiser, Jennifer and Bui, Thao Paul V. and Jimenez, Jose L. and Campuzano-Jost, Pedro and Apel, Eric C. and Hornbrook, Rebecca S. and Hills, Alan J. and Yuan, Bin and Wisthaler, Armin}, title = {Evaluating the Impact of Chemical Complexity and Horizontal Resolution on Tropospheric Ozone Over the Conterminous US With a Global Variable Resolution Chemistry Model}, journal = {Journal of Advances in Modeling Earth Systems}, volume = {14}, number = {6}, pages = {e2021MS002889}, doi = {https://doi.org/10.1029/2021MS002889}, url = {https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/2021MS002889}, eprint = {https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2021MS002889}, year = {2022} }
Citation (CITATION.cff)
cff-version: 1.2.0
message: "This Citation File Format (CFF) record describes how to cite MUSICA software."
authors:
- family-names: Pfister
given-names: Gabriele G.
- family-names: Eastham
given-names: Sebastian D.
- family-names: Arellano
given-names: Avelino F.
- family-names: Aumont
given-names: Bernard
- family-names: Barsanti
given-names: Kelley C.
- family-names: Barth
given-names: Mary C.
- family-names: Conley
given-names: Andrew
- family-names: Davis
given-names: Nicholas A.
- family-names: Emmons
given-names: Louisa K.
- family-names: Fast
given-names: Jerome D.
- family-names: Fiore
given-names: Arlene M.
- family-names: Gaubert
given-names: Benjamin
- family-names: Goldhaber
given-names: Steve
- family-names: Granier
given-names: Claire
- family-names: Grell
given-names: Georg A.
- family-names: Guevara
given-names: Marc
- family-names: Henze
given-names: Daven K.
- family-names: Hodzic
given-names: Alma
- family-names: Liu
given-names: Xiaohong
- family-names: Marsh
given-names: Daniel R.
- family-names: Orlando
given-names: John J.
- family-names: Plane
given-names: John M. C.
- family-names: Polvani
given-names: Lorenzo M.
- family-names: Rosenlof
given-names: Karen H.
- family-names: Steiner
given-names: Allison L.
- family-names: Jacob
given-names: Daniel J.
- family-names: Brasseur
given-names: Guy P.
title: "The Multi-Scale Infrastructure for Chemistry and Aerosols (MUSICA)"
journal: "Bulletin of the American Meteorological Society"
year: 2020
publisher: "American Meteorological Society"
volume: 101
number: 10
page: "E1743 - E1760"
doi: "10.1175/BAMS-D-19-0331.1"
url: "https://journals.ametsoc.org/view/journals/bams/101/10/bamsD190331.xml"
version: 0.15.0
Owner metadata
- Name: NSF National Center for Atmospheric Research
- Login: NCAR
- Email:
- Kind: organization
- Description: NSF NCAR is sponsored by the U.S. National Science Foundation and managed by the University Corporation for Atmospheric Research.
- Website: http://ncar.ucar.edu
- Location: Boulder, CO
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/2007542?v=4
- Repositories: 934
- Last ynced at: 2024-04-16T05:55:57.342Z
- Profile URL: https://github.com/NCAR
Committers metadata
Last synced: 2 days ago
Total Commits: 998
Total Committers: 18
Avg Commits per committer: 55.444
Development Distribution Score (DDS): 0.661
Commits in past year: 357
Committers in past year: 16
Avg Commits per committer in past year: 22.313
Development Distribution Score (DDS) in past year: 0.675
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|---|---|---|
| Kyle Shores | k****4@g****m | 338 |
| Jiwon Gim | j****m@u****u | 258 |
| github-actions[bot] | 4****] | 134 |
| David Fillmore | f****e@u****u | 101 |
| Matt Dawson | m****n@g****m | 83 |
| Copilot | 1****t | 30 |
| Angela Pak | 3****k | 14 |
| Ward Fisher | w****r@u****u | 9 |
| Montek Thind | m****d@u****u | 7 |
| aidan-winney | 1****y | 6 |
| GitHub Actions | a****s@g****m | 5 |
| Dee Grant | W****t@g****m | 3 |
| Jian Sun | s****s@g****m | 3 |
| Jason Nguyen | 1****6 | 2 |
| Miles Ryder | m****5@t****u | 2 |
| alexjamesgarza | 1****a | 1 |
| ceedric | 6****c | 1 |
| sicou2 | b****e@t****u | 1 |
Committer domains:
- ucar.edu: 4
- tamu.edu: 2
- github.com: 1
Issue and Pull Request metadata
Last synced: 2 days ago
Total issues: 221
Total pull requests: 511
Average time to close issues: 2 months
Average time to close pull requests: 4 days
Total issue authors: 9
Total pull request authors: 17
Average comments per issue: 0.3
Average comments per pull request: 0.74
Merged pull request: 397
Bot issues: 0
Bot pull requests: 108
Past year issues: 100
Past year pull requests: 317
Past year average time to close issues: 15 days
Past year average time to close pull requests: 2 days
Past year issue authors: 7
Past year pull request authors: 13
Past year average comments per issue: 0.12
Past year average comments per pull request: 1.08
Past year merged pull request: 229
Past year bot issues: 0
Past year bot pull requests: 74
Top Issue Authors
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- mattldawson (82)
- boulderdaze (20)
- angelapak (8)
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Top Pull Request Authors
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Top Issue Labels
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- points: 4 (1)
- points: 1 (1)
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Top Pull Request Labels
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Package metadata
- Total packages: 4
-
Total downloads:
- julia: 28 last-month
- pypi: 3,526 last-month
- npm: 230 last-month
- Total dependent packages: 1 (may contain duplicates)
- Total dependent repositories: 3 (may contain duplicates)
- Total versions: 39
- Total maintainers: 5
pypi.org: musica
MUSICA is a Python library for performing computational simulations in atmospheric chemistry.
- Homepage:
- Documentation: https://musica.readthedocs.io/
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- Latest release: 0.15.0 (published 7 days ago)
- Last Synced: 2026-04-08T10:01:26.990Z (2 days ago)
- Versions: 27
- Dependent Packages: 1
- Dependent Repositories: 3
- Downloads: 3,526 Last month
-
Rankings:
- Dependent repos count: 9.008%
- Average: 9.505%
- Dependent packages count: 10.002%
- Maintainers (3)
juliahub.com: Musica
Multi-Scale Infrastructure for Chemistry Modeling
- Homepage: https://ncar-musica.readthedocs.io/en/latest/
- Documentation: https://docs.juliahub.com/General/Musica/stable/
- Licenses: Apache-2.0
- Latest release: 0.14.5 (published about 1 month ago)
- Last Synced: 2026-03-30T14:33:42.343Z (11 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 28 Last month
-
Rankings:
- Dependent repos count: 7.631%
- Average: 26.067%
- Dependent packages count: 32.853%
- Downloads: 37.717%
spack.io: musica
MUSICA - The multi-scale interface for chemistry and aerosols MUSICA is a software package which exposes a flexible API for including aerosol and gas-phase chemistry in many contexts across languages and platforms. It is designed to be used in conjunction with other software packages, such as climate models, to provide a comprehensive framework for simulating atmospheric chemistry processes.
- Homepage: https://github.com/NCAR/musica
- Licenses: []
- Latest release: 0.14.1 (published 2 months ago)
- Last Synced: 2026-04-08T10:01:25.553Z (2 days ago)
- Versions: 5
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Average: 27.608%
- Dependent packages count: 55.216%
- Maintainers (2)
npmjs.org: @ncar/musica
The Multiscale Interface for Chemistry and Aerosols (MUSICA) javascript library
- Homepage: https://ncar.github.io/musica/
- Licenses: Apache-2.0
- Latest release: 0.15.0 (published 7 days ago)
- Last Synced: 2026-04-08T10:01:27.841Z (2 days ago)
- Versions: 6
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 230 Last month
-
Rankings:
- Dependent repos count: 23.197%
- Average: 28.326%
- Dependent packages count: 33.455%
- Maintainers (2)
Dependencies
- 132 dependencies
- numpy >=2.0.0
- pandas >=2.2.0
- pyyaml >=6.0.2
- ussa1976 >=v0.3.4
- xarray >=2022.3.0
- ipycytoscape
- ipykernel
- pip
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