ILAMB
Python software used in the International Land Model Benchmarking project.
https://github.com/rubisco-sfa/ILAMB
Category: Natural Resources
Sub Category: Soil and Land
Keywords
benchmarking earth-system-model model python3
Keywords from Contributors
geoscience climate cmip6 climate-data cmip5 petsc climate-model
Last synced: about 6 hours ago
JSON representation
Repository metadata
Python software used in the International Land Model Benchmarking (ILAMB) project
- Host: GitHub
- URL: https://github.com/rubisco-sfa/ILAMB
- Owner: rubisco-sfa
- License: bsd-3-clause
- Created: 2019-09-19T18:54:28.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2025-04-07T19:50:30.000Z (23 days ago)
- Last Synced: 2025-04-23T03:46:17.130Z (8 days ago)
- Topics: benchmarking, earth-system-model, model, python3
- Language: Python
- Homepage:
- Size: 1.83 MB
- Stars: 47
- Watchers: 7
- Forks: 40
- Open Issues: 32
- Releases: 2
-
Metadata Files:
- Readme: README.md
- License: LICENSE.rst
README.md
ILAMB - International Land Model Benchmarking
The python package designed to help confront earth system models with reference data products, and then present the results in a hierarchical set of webpages. Please see ilamb.org where we have details about the datasets we use, the results we catalog, and the methods we employ.
v2.7.2 Release - September 2024
This update contains many bugfixes found while supporting papers and other model-data comparison work in the community. You may sense that the development of ILAMB has slowed down. Code development at this repository has slowed, but ILAMB continues to change. Many datasets are being added to our comparisons but that activity happens in a different repository (see ILAMB-Data).
We have also been developing a rewrite of the ILAMB software which leverages more modern analysis packages, in particular xarray. The new ILAMB version also is meant to address a shift in how scientists work. Originally ILAMB was envisioned as a replacement for diagnostics packages that modeling centers run. However in the past 10 years, it has become more common for scientists to run small analyses in notebooks as part of their model development process. This new version of ILAMB will find a balance between the operational diagnostic package and the ability to import functionality for creative uses. At the moment, we are developing this as a separate package we call ilamb3. Check it out along with its accompanying documentation.
Funding
This research was performed for the Reducing Uncertainties in
Biogeochemical Interactions through Synthesis and Computation
(RUBISCO) Scientific Focus Area, which is sponsored by the Regional
and Global Climate Modeling (RGCM) Program in the Climate and
Environmental Sciences Division (CESD) of the Biological and
Environmental Research (BER) Program in the U.S. Department of Energy
Office of Science.
Owner metadata
- Name: RUBISCO Science Focus Area
- Login: rubisco-sfa
- Email:
- Kind: organization
- Description: Reducing Uncertainties in Biogeochemical Interactions through Synthesis and Computation (RUBISCO) Science Focus Area
- Website: https://www.bgc-feedbacks.org/
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/36375040?v=4
- Repositories: 5
- Last ynced at: 2023-04-12T00:40:36.777Z
- Profile URL: https://github.com/rubisco-sfa
GitHub Events
Total
- Issues event: 8
- Watch event: 3
- Issue comment event: 1
- Push event: 3
- Pull request event: 2
- Fork event: 4
- Create event: 1
Last Year
- Issues event: 8
- Watch event: 3
- Issue comment event: 1
- Push event: 3
- Pull request event: 2
- Fork event: 4
- Create event: 1
Committers metadata
Last synced: 8 days ago
Total Commits: 1,165
Total Committers: 19
Avg Commits per committer: 61.316
Development Distribution Score (DDS): 0.076
Commits in past year: 39
Committers in past year: 4
Avg Commits per committer in past year: 9.75
Development Distribution Score (DDS) in past year: 0.154
| Name | Commits | |
|---|---|---|
| Nathan Collier | n****r@g****m | 1076 |
| Ke Xu | k****u@u****u | 26 |
| Ana Ordonez | o****4@l****v | 14 |
| Mark Piper | m****r@c****u | 10 |
| Min Xu | m****u@g****m | 9 |
| Jitendra Kumar | j****r@c****g | 8 |
| Keith Oleson | o****n@u****u | 4 |
| rbeucher | r****r@a****u | 4 |
| Ke Xu | x****d@g****m | 2 |
| Jem Stachelek | j****a | 2 |
| Joseph H Kennedy | me@j****g | 2 |
| Gautam Bisht | g****t@l****v | 1 |
| Forrest M. Hoffman | f****t@c****g | 1 |
| Mingquan Mu | m****u@u****u | 1 |
| Nathan Collier | n****f@m****v | 1 |
| Nathaniel Collier | n****f@d****v | 1 |
| thomas colligan | 4****t | 1 |
| Sean Bryan | 3****1 | 1 |
| Nathaniel Collier | n****f@w****v | 1 |
Committer domains:
- climatemodeling.org: 2
- warrior.ornl.gov: 1
- defiant.ornl.gov: 1
- medusa.ornl.gov: 1
- uci.edu: 1
- lbl.gov: 1
- jhkennedy.org: 1
- anu.edu.au: 1
- ucar.edu: 1
- colorado.edu: 1
- llnl.gov: 1
- umich.edu: 1
Issue and Pull Request metadata
Last synced: 1 day ago
Total issues: 55
Total pull requests: 63
Average time to close issues: 4 months
Average time to close pull requests: 22 days
Total issue authors: 25
Total pull request authors: 11
Average comments per issue: 1.84
Average comments per pull request: 0.98
Merged pull request: 56
Bot issues: 0
Bot pull requests: 0
Past year issues: 15
Past year pull requests: 13
Past year average time to close issues: 4 months
Past year average time to close pull requests: about 15 hours
Past year issue authors: 7
Past year pull request authors: 4
Past year average comments per issue: 1.93
Past year average comments per pull request: 1.77
Past year merged pull request: 10
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- minxu74 (12)
- nocollier (5)
- mcguirepatr (5)
- ian-bertolacci (3)
- chengzhuzhang (3)
- olyson (3)
- XueliHuo (2)
- rhaegar325 (2)
- forsyth2 (2)
- goujou (2)
- jsta (2)
- JessicaNeedham (1)
- colligant (1)
- thodson-usgs (1)
- rbeucher (1)
Top Pull Request Authors
- nocollier (44)
- minxu74 (5)
- SeanBryan51 (2)
- acordonez (2)
- jsta (2)
- rbeucher (2)
- jitendra-kumar (2)
- ypwong22 (1)
- olyson (1)
- colligant (1)
- kexu2014 (1)
Top Issue Labels
- enhancement (3)
- bug (3)
- help wanted (1)
- good first issue (1)
Top Pull Request Labels
Package metadata
- Total packages: 2
-
Total downloads:
- pypi: 384 last-month
- Total dependent packages: 0 (may contain duplicates)
- Total dependent repositories: 3 (may contain duplicates)
- Total versions: 14
- Total maintainers: 1
pypi.org: ilamb
The International Land Model Benchmarking Package
- Homepage: https://github.com/rubisco-sfa/ILAMB.git
- Documentation: https://ilamb.readthedocs.io/
- Licenses: BSD-3-Clause
- Latest release: 2.7.2 (published 8 months ago)
- Last Synced: 2025-04-29T15:03:15.030Z (1 day ago)
- Versions: 10
- Dependent Packages: 0
- Dependent Repositories: 2
- Downloads: 384 Last month
-
Rankings:
- Forks count: 6.927%
- Dependent packages count: 7.31%
- Stargazers count: 10.79%
- Dependent repos count: 11.798%
- Average: 13.517%
- Downloads: 30.757%
- Maintainers (1)
conda-forge.org: ilamb
The International Land Model Benchmarking (ILAMB) project is a model-data intercomparison and integration project designed to improve the performance of land models and, in parallel, improve the design of new measurement campaigns to reduce uncertainties associated with key land surface processes. Building upon past model evaluation studies, the goals of ILAMB are to: * develop internationally accepted benchmarks for land model performance, promote the use of these benchmarks by the international community for model intercomparison, * strengthen linkages between experimental, remote sensing, and climate modeling communities in the design of new model tests and new measurement programs, and * support the design and development of a new, open source, benchmarking software system for use by the international community. It is the last of these goals to which this repository is concerned. We have developed a python-based generic benchmarking system, initially focused on assessing land model performance.
- Homepage: https://github.com/rubisco-sfa/ILAMB
- Licenses: BSD-3-Clause
- Latest release: 2.3.1 (published about 6 years ago)
- Last Synced: 2025-04-02T02:08:51.153Z (29 days ago)
- Versions: 4
- Dependent Packages: 0
- Dependent Repositories: 1
-
Rankings:
- Dependent repos count: 24.103%
- Forks count: 31.405%
- Average: 37.976%
- Stargazers count: 44.857%
- Dependent packages count: 51.54%
Dependencies
- cartopy >=0.17.0
- cf_units >=2.0.0
- cftime *
- matplotlib >=2.2
- mpi4py >=1.3.1
- netCDF4 >=1.1.4
- numpy >=1.11.0
- pandas >=1.0.0
- scipy >=0.9.0
- sympy >=0.7.6
Score: 13.274892171256734