ESMValTool
A community diagnostic and performance metrics tool for routine evaluation of Earth system models in World Climate Research Programme.
https://github.com/ESMValGroup/ESMValTool
Category: Climate Change
Sub Category: Earth and Climate Modeling
Keywords from Contributors
earth-science oceanography hydrology meteorology climate-models visualisation grib iris spaceweather climate
Last synced: about 16 hours ago
JSON representation
Repository metadata
ESMValTool: A community diagnostic and performance metrics tool for routine evaluation of Earth system models in CMIP
- Host: GitHub
- URL: https://github.com/ESMValGroup/ESMValTool
- Owner: ESMValGroup
- License: apache-2.0
- Created: 2017-01-26T14:15:37.000Z (about 8 years ago)
- Default Branch: main
- Last Pushed: 2025-04-21T04:43:21.000Z (6 days ago)
- Last Synced: 2025-04-21T12:44:27.917Z (6 days ago)
- Language: NCL
- Homepage: https://www.esmvaltool.org
- Size: 230 MB
- Stars: 238
- Watchers: 28
- Forks: 132
- Open Issues: 394
- Releases: 23
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Citation: CITATION.cff
- Codeowners: .github/CODEOWNERS
- Security: SECURITY.md
- Zenodo: .zenodo.json
README.md
- Documentation
- ESMValTool Website
- ESMValTool Tutorial
- ESMValGroup Project on GitHub
- Gallery
conda-forgepackage feedstock
Introduction
ESMValTool is a community-developed climate model diagnostics and evaluation software package, driven
both by computational performance and scientific accuracy and reproducibility. ESMValTool is open to both
users and developers, encouraging open exchange of diagnostic source code and evaluation results from the
Coupled Model Intercomparison Project CMIP ensemble. For a
comprehensive introduction to ESMValTool please visit our
documentation page.
Running esmvaltool
Diagnostics from ESMValTool are run using recipe
files that contain pointers to the requested data types, directives for the preprocessing steps that data
will be subject to, and directives for the actual diagnostics that will be run with the now preprocessed data.
Data preprocessing is done via the ESMValCore package, a pure Python, highly-optimized scientific library, developed by the ESMValTool core developers,
and that performs a number of common analysis tasks
such as regridding, masking, levels extraction etc. Diagnostics are written in a variety of programming languages (Python, NCL, R, Julia) and are developed by the wider
scientific community, and included after a scientific and technical review process.
Input data
ESMValTool can run with the following types of data as input:
- CMIP6
- CMIP5
- CMIP3
- observational and re-analysis datasets
- obs4MIPs
- ana4mips
- CORDEX (work in progress)
Getting started
Please see getting started on our instance of Read the Docs as well as ESMValTool tutorial. The tutorial is a set of lessons that together teach skills needed to work with ESMValTool in climate-related domains.
Getting help
The easiest way to get help, if you cannot find the answer in the documentation in our docs, is to open an issue on GitHub.
Contributing
If you would like to contribute a new diagnostic or feature, please have a look at our contribution guidelines.
Citation (CITATION.cff)
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cff-version: 1.2.0
date-released: 2025-03-05
doi: "10.5281/zenodo.3401363"
license: "Apache-2.0"
message: "If you use this software, please cite it using these metadata."
repository-code: "https://github.com/ESMValGroup/ESMValTool/"
title: ESMValTool
version: "v2.12.0"
...
Owner metadata
- Name: ESMValGroup
- Login: ESMValGroup
- Email:
- Kind: organization
- Description: Earth System Model eValuation Tool
- Website: https://www.esmvaltool.org
- Location:
- Twitter: ESMValTool
- Company:
- Icon url: https://avatars.githubusercontent.com/u/24584460?v=4
- Repositories: 8
- Last ynced at: 2023-03-04T22:27:36.878Z
- Profile URL: https://github.com/ESMValGroup
GitHub Events
Total
- Create event: 140
- Release event: 1
- Issues event: 113
- Watch event: 21
- Delete event: 102
- Issue comment event: 739
- Push event: 1065
- Pull request event: 234
- Pull request review event: 458
- Pull request review comment event: 421
- Fork event: 4
Last Year
- Create event: 140
- Release event: 1
- Issues event: 113
- Watch event: 21
- Delete event: 102
- Issue comment event: 739
- Push event: 1065
- Pull request event: 234
- Pull request review event: 458
- Pull request review comment event: 421
- Fork event: 4
Committers metadata
Last synced: 4 days ago
Total Commits: 9,207
Total Committers: 139
Avg Commits per committer: 66.237
Development Distribution Score (DDS): 0.859
Commits in past year: 163
Committers in past year: 24
Avg Commits per committer in past year: 6.792
Development Distribution Score (DDS) in past year: 0.791
| Name | Commits | |
|---|---|---|
| Bouwe Andela | b****a@e****l | 1294 |
| Valeriu Predoi | v****i@g****m | 1088 |
| Mattia Righi | m****i@d****e | 1026 |
| Manuel Schlund | m****d@d****e | 654 |
| Javier Vegas-Regidor | j****s@b****s | 611 |
| Lee de Mora | l****m@p****k | 356 |
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| SarahAlidoost | f****t@e****l | 168 |
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| Lisa Bock | l****k@d****e | 148 |
| Tomas Lovato | t****o@c****t | 140 |
| Nikolay Koldunov | k****n@g****m | 138 |
| Ben | b****r@i****e | 134 |
| Peter Kalverla | p****a@g****m | 132 |
| Birgit Hassler | 3****6 | 131 |
| Enrico Arnone | e****e@i****t | 126 |
| github-actions[bot] | 4****] | 107 |
| Klaus Zimmermann | k****n@s****e | 102 |
| bettina-gier | B****r@d****e | 93 |
| “katjaweigel” | “****l@i****” | 88 |
| Veronika Eyring | v****g@d****e | 86 |
| Tobias Stacke | t****e@m****e | 80 |
| mwjury | m****y@g****m | 64 |
| RicardaRe | r****r@d****e | 60 |
| zechlau | 3****u | 59 |
| peter.berg | a****0@c****e | 57 |
| and 109 more... | ||
Committer domains:
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Issue and Pull Request metadata
Last synced: 1 day ago
Total issues: 1,587
Total pull requests: 2,197
Average time to close issues: 4 months
Average time to close pull requests: about 1 month
Total issue authors: 162
Total pull request authors: 109
Average comments per issue: 5.0
Average comments per pull request: 5.19
Merged pull request: 1,815
Bot issues: 0
Bot pull requests: 146
Past year issues: 202
Past year pull requests: 277
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 11 days
Past year issue authors: 36
Past year pull request authors: 31
Past year average comments per issue: 2.84
Past year average comments per pull request: 2.81
Past year merged pull request: 178
Past year bot issues: 0
Past year bot pull requests: 56
Top Issue Authors
- valeriupredoi (211)
- bouweandela (192)
- schlunma (95)
- mattiarighi (94)
- ehogan (65)
- ledm (61)
- remi-kazeroni (55)
- jvegreg (41)
- rswamina (40)
- zklaus (32)
- sloosvel (31)
- nielsdrost (30)
- alistairsellar (29)
- axel-lauer (25)
- bascrezee (23)
Top Pull Request Authors
- bouweandela (350)
- valeriupredoi (328)
- schlunma (185)
- github-actions[bot] (146)
- mattiarighi (119)
- jvegreg (98)
- axel-lauer (82)
- zklaus (59)
- remi-kazeroni (56)
- bjoernbroetz (45)
- LisaBock (39)
- ehogan (38)
- sloosvel (34)
- rbeucher (32)
- yifatdzigan (30)
Top Issue Labels
- enhancement (308)
- bug (234)
- diagnostic (226)
- documentation (147)
- installation (130)
- observations (103)
- Recipe Test Workflow (RTW) (78)
- testing (63)
- standards (59)
- community (56)
- question (56)
- release (46)
- help wanted (46)
- metric (41)
- Data (26)
- REF (24)
- iris (21)
- PRIMAVERA (15)
- deployment (14)
- EUCP (12)
- ESMValBot (11)
- AutoAssess (11)
- eWaterCycle (10)
- IPCC (9)
- era5 (9)
- is-enes (8)
- deprecated feature (6)
- backwards incompatible change (6)
- requires new ESMValCore release (5)
- EMAC (3)
Top Pull Request Labels
- documentation (334)
- diagnostic (326)
- testing (290)
- enhancement (198)
- observations (195)
- bug (173)
- installation (148)
- automatedPR (147)
- condalock (129)
- release (102)
- approved by technical reviewer (100)
- approved by scientific reviewer (83)
- Recipe Test Workflow (RTW) (60)
- standards (34)
- ESMValBot (26)
- deployment (26)
- deprecated feature (24)
- requires new ESMValCore release (24)
- Data (23)
- looking for technical reviewer (21)
- eWaterCycle (18)
- REF (17)
- in technical review (17)
- EUCP (16)
- IPCC (14)
- looking for scientific reviewer (14)
- new recipe (13)
- community (12)
- iris (12)
- in scientific review (12)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 672 last-month
- Total dependent packages: 1
- Total dependent repositories: 1
- Total versions: 14
- Total maintainers: 5
pypi.org: esmvaltool
ESMValTool: A community diagnostic and performance metrics tool for routine evaluation of Earth system models in CMIP.
- Homepage: https://www.esmvaltool.org
- Documentation: https://esmvaltool.readthedocs.io/
- Licenses: Apache License, Version 2.0
- Latest release: 2.12.0 (published about 2 months ago)
- Last Synced: 2025-04-25T14:37:10.966Z (1 day ago)
- Versions: 14
- Dependent Packages: 1
- Dependent Repositories: 1
- Downloads: 672 Last month
-
Rankings:
- Dependent packages count: 4.781%
- Average: 14.214%
- Downloads: 16.303%
- Dependent repos count: 21.559%
- Maintainers (5)
Dependencies
- actions/checkout v3 composite
- citation-file-format/cffconvert-github-action 2.0.0 composite
- actions/checkout v3 composite
- conda-incubator/setup-miniconda v2 composite
- peter-evans/create-pull-request v3 composite
- actions/upload-artifact v2 composite
- conda-incubator/setup-miniconda v2 composite
- actions/checkout v3 composite
- actions/upload-artifact v2 composite
- conda-incubator/setup-miniconda v2 composite
- actions/checkout v3 composite
- actions/upload-artifact v2 composite
- conda-incubator/setup-miniconda v2 composite
- actions/checkout v3 composite
- actions/setup-python v1 composite
- pypa/gh-action-pypi-publish v1.5.0 composite
- actions/checkout v3 composite
- actions/upload-artifact v2 composite
- conda-incubator/setup-miniconda v2 composite
- actions/checkout v3 composite
- actions/upload-artifact v2 composite
- conda-incubator/setup-miniconda v2 composite
- actions/checkout v3 composite
- actions/upload-artifact v2 composite
- conda-incubator/setup-miniconda v2 composite
- PCICt >= 0.5 depends
- R >= 3.0 depends
- climdex.pcic >= 1.1 imports
- functional >= 0.4 imports
- ncdf4 >= 1.10 imports
- ncdf4.helpers >= 0.3 imports
- proj4 >= 1.0 imports
- snow >= 0.3 imports
- udunits2 >= 0.6 imports
- RUnit * suggests
- condaforge/mambaforge latest build
Score: 17.903984454836245