ClimaAtmos.jl
A library for building atmospheric circulation models that is designed from the outset to leverage data assimilation and machine learning tools.
https://github.com/CliMA/ClimaAtmos.jl
Category: Atmosphere
Sub Category: Atmospheric Composition and Dynamics
Keywords
climate data-assimilation fluid-dynamics julia machine-learning optimization
Keywords from Contributors
climate-change ode transforms numerical ocean composibility differential-equations sciml differentialequations ordinary-differential-equations
Last synced: about 12 hours ago
JSON representation
Repository metadata
ClimaAtmos.jl is a library for building atmospheric circulation models that is designed from the outset to leverage data assimilation and machine learning tools. We welcome contributions!
- Host: GitHub
- URL: https://github.com/CliMA/ClimaAtmos.jl
- Owner: CliMA
- License: apache-2.0
- Created: 2021-06-17T17:25:24.000Z (about 4 years ago)
- Default Branch: main
- Last Pushed: 2025-06-21T18:11:18.000Z (8 days ago)
- Last Synced: 2025-06-22T18:05:50.852Z (7 days ago)
- Topics: climate, data-assimilation, fluid-dynamics, julia, machine-learning, optimization
- Language: Julia
- Homepage: https://clima.github.io/ClimaAtmos.jl/dev/
- Size: 142 MB
- Stars: 100
- Watchers: 8
- Forks: 23
- Open Issues: 190
- Releases: 71
-
Metadata Files:
- Readme: README.md
- Changelog: NEWS.md
- License: LICENSE
README.md
ClimaAtmos.jl is the atmosphere components of the CliMA software stack. We strive for a user interface that makes ClimaAtmos.jl as friendly and intuitive to use as possible, allowing users to focus on the science.
Installation instructions
Recommended Julia: Stable release v1.10.0
ClimaAtmos.jl is a registered Julia package. To install
julia> using Pkg
julia> Pkg.add("ClimaAtmos")
Alternatively, download the ClimaAtmos
source with:
$ git clone https://github.com/CliMA/ClimaAtmos.jl.git
Now change into the ClimaAtmos.jl directory with
$ cd ClimaAtmos.jl
To use ClimaAtmos, you need to instantiate all dependencies with:
$ julia --project
julia> ]
(ClimaAtmos) pkg> instantiate
Running instructions
Currently, the simulations are stored in the test folder. Run all the test cases with the following commands.
First, we instantiate the test environment, by launching (from ClimaAtmos.jl/) Julia with the test/ environment active:
$ julia --project=test
Then, once in the Julia REPL, we switch to the package manager by pressing ]:
julia> ]
Once in the package manager, we develop the ClimaAtmos.jl/ directory:
test> dev .
Now, we can switch back to the Julia REPL by escaping and run the test suite interactively:
julia> include(joinpath("test", "runtests.jl"))
Or escape the Julia REPL and run from the command line:
$ julia --project=test test/runtests.jl
If you run into issues when running the test suite this way, please open an issue.
Contributing
If you're interested in contributing to the development of ClimaAtmos we want your help no matter how big or small a contribution you make! It's always great to have new people look at the code with fresh eyes: you will see errors that other developers have missed.
Let us know by opening an issue if you'd like to work on a new feature.
Here is the rule of thumb coding style and unicode usage restrictions.
For more information, check out our contributor's guide.
Owner metadata
- Name: Climate Modeling Alliance
- Login: CliMA
- Email: [email protected]
- Kind: organization
- Description: An alliance of scientists, engineers and applied mathematicians, dedicated to pioneering a new, data-informed approach to climate modeling
- Website: https://clima.caltech.edu
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/43161188?v=4
- Repositories: 67
- Last ynced at: 2023-03-03T21:04:27.588Z
- Profile URL: https://github.com/CliMA
GitHub Events
Total
- Fork event: 9
- Create event: 807
- Commit comment event: 40
- Release event: 16
- Issues event: 107
- Watch event: 15
- Delete event: 686
- Member event: 1
- Issue comment event: 654
- Push event: 5712
- Pull request event: 747
- Pull request review event: 1147
- Pull request review comment event: 979
Last Year
- Fork event: 9
- Create event: 807
- Commit comment event: 40
- Release event: 16
- Issues event: 107
- Watch event: 15
- Delete event: 686
- Member event: 1
- Issue comment event: 654
- Push event: 5712
- Pull request event: 747
- Pull request review event: 1147
- Pull request review comment event: 979
Committers metadata
Last synced: 3 days ago
Total Commits: 3,164
Total Committers: 51
Avg Commits per committer: 62.039
Development Distribution Score (DDS): 0.66
Commits in past year: 577
Committers in past year: 28
Avg Commits per committer in past year: 20.607
Development Distribution Score (DDS) in past year: 0.764
| Name | Commits | |
|---|---|---|
| Charles Kawczynski | k****s@g****m | 1075 |
| Zhaoyi Shen | 1****1 | 551 |
| Gabriele Bozzola | g****a@c****u | 370 |
| Anna Jaruga | a****a@c****u | 164 |
| Jia He | j****h@g****m | 124 |
| Simon Byrne | s****e@g****m | 113 |
| nefrathenrici | n****i@g****m | 95 |
| bischtob | t****f@p****e | 80 |
| Valeria Barra | v****1@g****m | 71 |
| Akshay Sridhar | a****r@c****u | 66 |
| Dennis Yatunin | d****n@g****m | 65 |
| sriharshakandala | s****s@g****m | 57 |
| sandreza | a****a@g****m | 56 |
| Julia Sloan | j****n@c****u | 32 |
| CompatHelper Julia | c****y@j****g | 31 |
| costachris | c****a@g****m | 29 |
| Haakon Ludvig Langeland Ervik | 4****e | 26 |
| yairchn | y****n@c****u | 21 |
| Kevin Phan | 9****v | 17 |
| Akshay Sridhar | a****r@c****u | 12 |
| github-actions[bot] | 4****] | 11 |
| LenkaNovak | l****a@c****u | 10 |
| Gregory Wagner | w****g@g****m | 8 |
| Alexis Renchon | a****n@g****m | 8 |
| Akshay Sridhar | a****r@A****l | 6 |
| Julian Schmitt | j****t@c****u | 6 |
| imreddyTeja | t****5@g****m | 5 |
| Jeff Yoder | j****r@u****u | 5 |
| Anudhyan Boral | a****n@g****m | 5 |
| ray-chew | c****w@c****u | 4 |
| and 21 more... | ||
Committer domains:
- caltech.edu: 11
- vpn-252-231.caltech.edu: 1
- ucdavis.edu: 1
- runningtide.com: 1
- unr.edu: 1
- clima.gps.caltech.edu: 1
- julialang.org: 1
- pm.me: 1
Issue and Pull Request metadata
Last synced: 1 day ago
Total issues: 670
Total pull requests: 1,904
Average time to close issues: 3 months
Average time to close pull requests: 14 days
Total issue authors: 33
Total pull request authors: 39
Average comments per issue: 1.94
Average comments per pull request: 1.87
Merged pull request: 1,313
Bot issues: 0
Bot pull requests: 106
Past year issues: 136
Past year pull requests: 690
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 9 days
Past year issue authors: 15
Past year pull request authors: 28
Past year average comments per issue: 0.98
Past year average comments per pull request: 1.19
Past year merged pull request: 499
Past year bot issues: 0
Past year bot pull requests: 14
Top Issue Authors
- szy21 (218)
- charleskawczynski (105)
- Sbozzolo (76)
- trontrytel (58)
- akshaysridhar (38)
- sriharshakandala (25)
- simonbyrne (21)
- LenkaNovak (20)
- nefrathenrici (20)
- jiahe23 (14)
- valeriabarra (11)
- bischtob (8)
- haakon-e (7)
- odunbar (6)
- imreddyTeja (5)
Top Pull Request Authors
- charleskawczynski (470)
- szy21 (455)
- Sbozzolo (224)
- trontrytel (103)
- github-actions[bot] (97)
- nefrathenrici (88)
- akshaysridhar (84)
- dennisYatunin (61)
- sriharshakandala (44)
- juliasloan25 (39)
- costachris (39)
- simonbyrne (31)
- haakon-e (22)
- valeriabarra (17)
- oalcabes (14)
Top Issue Labels
- EDMF :tornado: (120)
- SDI (34)
- bug (33)
- enhancement (20)
- Microphysics (18)
- radiation ☀️ (16)
- Performance (14)
- Tests (13)
- GPU (10)
- Numerics (8)
- Performance monitoring :rocket: :mag: (8)
- Dependencies :spider_web: (8)
- Workflow :gear: :ocean: (8)
- ClimaParameters :control_knobs: (7)
- Diagnostics (7)
- Quality assurance (7)
- Reproducibility 🎲 (6)
- Continuous integration :gear: (6)
- wontfix (6)
- help wanted (6)
- documentation (6)
- design (5)
- Long runs :running_woman: (5)
- Dycore equations (4)
- ASAP (4)
- Refactor (4)
- Consistency :dart: (4)
- Interface (3)
- Reproducibility tests 🎲 (3)
- Debugging :mag::bug: (3)
Top Pull Request Labels
- Dependencies :spider_web: (84)
- Microphysics (78)
- EDMF :tornado: (64)
- Refactor (52)
- do-not-merge-yet (27)
- Performance monitoring :rocket: :mag: (27)
- Performance (26)
- Launch Buildkite (25)
- enhancement (25)
- bugfix :bug: :hammer: (24)
- GPU (23)
- Tests (19)
- House cleaning :broom: (18)
- Continuous integration :gear: (17)
- Long runs :running_woman: (16)
- Diagnostics (14)
- Latency (13)
- Breaking :boom: (13)
- Reproducibility 🎲 (11)
- Logging :ledger: (8)
- Workflow :gear: :ocean: (8)
- documentation (8)
- Reproducibility tests 🎲 (8)
- Visualization :art: (8)
- Inference :mag: (7)
- gravity wave (7)
- ClimaParameters :control_knobs: (6)
- API (6)
- Dycore equations (6)
- Allocations (5)
Package metadata
- Total packages: 3
-
Total downloads:
- julia: 13 total
- Total dependent packages: 1 (may contain duplicates)
- Total dependent repositories: 0 (may contain duplicates)
- Total versions: 215
proxy.golang.org: github.com/clima/climaatmos.jl
- Homepage:
- Documentation: https://pkg.go.dev/github.com/clima/climaatmos.jl#section-documentation
- Licenses: apache-2.0
- Latest release: v0.30.3 (published 29 days ago)
- Last Synced: 2025-06-27T20:37:20.330Z (1 day ago)
- Versions: 72
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 5.401%
- Average: 5.583%
- Dependent repos count: 5.764%
proxy.golang.org: github.com/CliMA/ClimaAtmos.jl
- Homepage:
- Documentation: https://pkg.go.dev/github.com/CliMA/ClimaAtmos.jl#section-documentation
- Licenses: apache-2.0
- Latest release: v0.30.3 (published 29 days ago)
- Last Synced: 2025-06-27T20:37:24.146Z (1 day ago)
- Versions: 72
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 5.401%
- Average: 5.583%
- Dependent repos count: 5.764%
juliahub.com: ClimaAtmos
ClimaAtmos.jl is an atmosphere model that is designed to leverage data assimilation and machine learning tools for modeling and calibrating subgrid-scale processes.
- Homepage: https://clima.github.io/ClimaAtmos.jl/dev/
- Documentation: https://docs.juliahub.com/General/ClimaAtmos/stable/
- Licenses: apache-2.0
- Latest release: 0.30.2 (published about 2 months ago)
- Last Synced: 2025-06-27T20:37:37.103Z (1 day ago)
- Versions: 71
- Dependent Packages: 1
- Dependent Repositories: 0
- Downloads: 13 Total
-
Rankings:
- Dependent repos count: 9.94%
- Stargazers count: 16.844%
- Average: 22.551%
- Forks count: 24.504%
- Dependent packages count: 38.915%
Dependencies
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Score: 12.240763885320103