A lightweight climate model evaluation tool
ECmean is a lightweight parallelized tool for evaluation of basic properties of Global Climate Models, such as global mean and climate model performance indices.
It builds on the original ECmean which has been used for EC-Earth2 and EC-Earth3 evaluation, but it uses Python3 as a scripting language to perform lazy calls with Xarray+Dask and makes use of YML configuration files, with parallelization support with Multiprocess.
It works both on raw EC-Earth4 output and on CMOR model output from CMIP5 and CMIP6.
ECmean is under development, so please use it with caution!
A complete ReadTheDocs Documentation is available, please refer to this.
Metadata
Release files for ecmean 0.3.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| ecmean-0.3.0.tar.gz | 55.5 MB | With provenance | Details for ecmean-0.3.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| ecmean-0.3.0-py3-none-any.whl | Python 3 | none | any | Details for ecmean-0.3.0-py3-none-any.whl |
Total release size: 110.7 MB
Release files / ecmean-0.3.0.tar.gz
| Download URL | ecmean-0.3.0.tar.gz |
|---|---|
| Size | 55.5 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
e20568e37a53e15531837caacf094a8eff4902c93f536c84e56b3cbc42f9dc01
|
|
BLAKE2b-256 checksum How to use checksums |
b0fd8e98d5e317fd14503bb0886bda78b83886648554aff29014882b9f888bbc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 2, 2026.
Transparency logRelease files / ecmean-0.3.0-py3-none-any.whl
| Download URL | ecmean-0.3.0-py3-none-any.whl |
|---|---|
| Size | 55.2 MB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
4122e46dc6e130a22c76908bfbad604c66074ecf293446b9590837dca832f1ce
|
|
BLAKE2b-256 checksum How to use checksums |
83e5af60dbdc315c85c6dc189e98de1fcbf2729ec27322edde37bc80e8c22b0a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 2, 2026.
Transparency logSecurity for ecmean 0.3.0
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
Full provenance
All 2 files in this release have been uploaded with provenance metadata.
Attestation for ecmean-0.3.0.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 2, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.