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 land land-surface-model ocean sciml ordinary-differential-equations ode differentialequations differential-equations climate-science
Last synced: about 5 hours ago
JSON representation
Repository metadata
ClimaAtmos.jl is an atmosphere model that is designed to leverage data assimilation and machine learning tools for modeling and calibrating subgrid-scale processes.
- Host: GitHub
- URL: https://github.com/CliMA/ClimaAtmos.jl
- Owner: CliMA
- License: apache-2.0
- Created: 2021-06-17T17:25:24.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2025-10-29T18:19:56.000Z (about 2 months ago)
- Last Synced: 2025-10-29T18:40:28.186Z (about 2 months ago)
- Topics: climate, data-assimilation, fluid-dynamics, julia, machine-learning, optimization
- Language: Julia
- Homepage: https://clima.github.io/ClimaAtmos.jl/dev/
- Size: 145 MB
- Stars: 108
- Watchers: 6
- Forks: 26
- Open Issues: 172
- Releases: 80
-
Metadata Files:
- Readme: README.md
- Changelog: NEWS.md
- License: LICENSE
- Notice: NOTICE
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.
Condensed water path from a global simulation using diagnostic EDMF and 0M microphysics, initialized with ERA5 on 8-31-25 00Z. Output every 30 minutes; ran for ~4 days.
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: clima@caltech.edu
- 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: 13
- Create event: 987
- Commit comment event: 51
- Release event: 19
- Issues event: 144
- Watch event: 20
- Delete event: 807
- Member event: 1
- Issue comment event: 758
- Push event: 7131
- Pull request event: 929
- Pull request review event: 1327
- Pull request review comment event: 1121
Last Year
- Fork event: 13
- Create event: 987
- Commit comment event: 51
- Release event: 19
- Issues event: 144
- Watch event: 20
- Delete event: 807
- Member event: 1
- Issue comment event: 758
- Push event: 7131
- Pull request event: 929
- Pull request review event: 1327
- Pull request review comment event: 1121
Committers metadata
Last synced: about 2 months ago
Total Commits: 3,302
Total Committers: 53
Avg Commits per committer: 62.302
Development Distribution Score (DDS): 0.674
Commits in past year: 494
Committers in past year: 28
Avg Commits per committer in past year: 17.643
Development Distribution Score (DDS) in past year: 0.771
| Name | Commits | |
|---|---|---|
| Charles Kawczynski | k****s@g****m | 1077 |
| Zhaoyi Shen | 1****1 | 587 |
| Gabriele Bozzola | g****a@c****u | 371 |
| Anna Jaruga | a****a@c****u | 181 |
| Jia He | j****h@g****m | 124 |
| nefrathenrici | n****i@g****m | 114 |
| Simon Byrne | s****e@g****m | 113 |
| bischtob | t****f@p****e | 80 |
| Valeria Barra | v****1@g****m | 71 |
| Akshay Sridhar | a****r@c****u | 68 |
| Dennis Yatunin | d****n@g****m | 67 |
| sriharshakandala | s****s@g****m | 57 |
| sandreza | a****a@g****m | 56 |
| Julia Sloan | j****n@c****u | 38 |
| costachris | c****a@g****m | 38 |
| Haakon Ludvig Langeland Ervik | 4****e | 37 |
| CompatHelper Julia | c****y@j****g | 31 |
| yairchn | y****n@c****u | 21 |
| Kevin Phan | 9****v | 17 |
| Sajjad Azimi | a****i@c****u | 16 |
| Akshay Sridhar | a****r@c****u | 13 |
| Julian Schmitt | j****t@c****u | 12 |
| github-actions[bot] | 4****] | 11 |
| LenkaNovak | l****a@c****u | 10 |
| Alexis Renchon | a****n@g****m | 10 |
| imreddyTeja | t****5@g****m | 10 |
| Gregory Wagner | w****g@g****m | 8 |
| Jeff Yoder | j****r@u****u | 6 |
| Akshay Sridhar | a****r@A****l | 6 |
| Anudhyan Boral | a****n@g****m | 5 |
| and 23 more... | ||
Committer domains:
- caltech.edu: 12
- ucsd.edu: 1
- 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: about 2 months ago
Total issues: 584
Total pull requests: 2,797
Average time to close issues: 3 months
Average time to close pull requests: 13 days
Total issue authors: 35
Total pull request authors: 42
Average comments per issue: 1.81
Average comments per pull request: 1.51
Merged pull request: 1,873
Bot issues: 0
Bot pull requests: 153
Past year issues: 76
Past year pull requests: 919
Past year average time to close issues: 24 days
Past year average time to close pull requests: 5 days
Past year issue authors: 17
Past year pull request authors: 29
Past year average comments per issue: 0.53
Past year average comments per pull request: 1.01
Past year merged pull request: 580
Past year bot issues: 0
Past year bot pull requests: 32
Top Issue Authors
- szy21 (184)
- charleskawczynski (91)
- Sbozzolo (58)
- trontrytel (53)
- akshaysridhar (36)
- nefrathenrici (22)
- sriharshakandala (21)
- simonbyrne (19)
- LenkaNovak (14)
- jiahe23 (13)
- valeriabarra (11)
- bischtob (8)
- haakon-e (7)
- dennisYatunin (5)
- odunbar (5)
Top Pull Request Authors
- szy21 (669)
- charleskawczynski (655)
- Sbozzolo (325)
- trontrytel (155)
- github-actions[bot] (141)
- nefrathenrici (127)
- akshaysridhar (117)
- dennisYatunin (91)
- costachris (76)
- juliasloan25 (67)
- sriharshakandala (56)
- haakon-e (45)
- simonbyrne (33)
- imreddyTeja (28)
- oalcabes (25)
Top Issue Labels
- EDMF :tornado: (99)
- SDI (33)
- bug (30)
- Microphysics (17)
- enhancement (17)
- radiation ☀️ (9)
- Performance (9)
- Tests (9)
- GPU (8)
- ClimaParameters :control_knobs: (7)
- documentation (6)
- Diagnostics (6)
- Continuous integration :gear: (6)
- Workflow :gear: :ocean: (6)
- Performance monitoring :rocket: :mag: (5)
- Numerics (4)
- design (4)
- Quality assurance (4)
- Consistency :dart: (4)
- Dycore equations (4)
- help wanted (4)
- Refactor (3)
- API (3)
- Debugging :mag::bug: (3)
- Question (3)
- Dependencies :spider_web: (3)
- Inference :mag: (3)
- Reproducibility 🎲 (3)
- Long runs :running_woman: (3)
- Reproducibility tests 🎲 (2)
Top Pull Request Labels
- Microphysics (123)
- Dependencies :spider_web: (108)
- Refactor (78)
- EDMF :tornado: (66)
- Performance monitoring :rocket: :mag: (38)
- do-not-merge-yet (37)
- Performance (37)
- enhancement (34)
- bugfix :bug: :hammer: (29)
- GPU (29)
- Tests (26)
- Launch Buildkite (23)
- House cleaning :broom: (21)
- Reproducibility 🎲 (20)
- Long runs :running_woman: (18)
- Diagnostics (18)
- Continuous integration :gear: (18)
- Breaking :boom: (16)
- Latency (15)
- Workflow :gear: :ocean: (13)
- documentation (11)
- Visualization :art: (11)
- dependencies (9)
- gravity wave (8)
- Logging :ledger: (8)
- Reproducibility tests 🎲 (8)
- Inference :mag: (8)
- Dycore equations (7)
- API (6)
- Numerics (6)
Package metadata
- Total packages: 3
-
Total downloads:
- julia: 65 total
- Total dependent packages: 1 (may contain duplicates)
- Total dependent repositories: 0 (may contain duplicates)
- Total versions: 231
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: v0.31.6 (published 2 months ago)
- Last Synced: 2025-10-29T20:22:32.870Z (about 2 months ago)
- Versions: 80
- 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: v0.31.6 (published 2 months ago)
- Last Synced: 2025-10-29T20:22:33.050Z (about 2 months ago)
- Versions: 80
- 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 8 months ago)
- Last Synced: 2025-10-29T20:22:54.171Z (about 2 months ago)
- Versions: 71
- Dependent Packages: 1
- Dependent Repositories: 0
- Downloads: 65 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: 13.794736258747797