clmt_res
A Python package for climate resilience analysis based on European CORDEX/Copernicus climate model data.
- Website: https://buildchain.ilab.sztaki.hu/
- Source code: https://github.com/TRACE-Structures/clmt_res
- Bug reports: https://github.com/TRACE-Structures/clmt_res/issues
Overview
The clmt_res Python package supports
- downloading model outputs from CDS using
earthkit - computing yearly extremes and sliding-window statistics
- estimating characteristic values
- computing factors of change for climate variables
- extracting location-specific results and exporting CSV outputs
Installation
pip install clmt-res
Features
- End-to-end workflow from model download to processed indicators
- Support for temperature, precipitation, and wind variables
- Geographic helpers (reverse geocoding and map visualization)
- Utilities for temporal aggregation and return-level estimation
Notes
- Supported domain is Europe only.
coordinate_checkraises aValueErrorfor coordinates outside the supported region.
Authors and acknowledgment
The code is developed by Giulia Pierotti, Costanza Guarducci and Bence Popovics in the TRACE-Structures group.
This work has been funded by the European Commission Horizon Europe Innovation Action project 101092052 BUILDCHAIN
License
This project is licensed under the GNU General Public License v3.0 (GPL-3.0-only). See the LICENSE file for details.
Support
For issues, questions, or contributions, please refer to the project repository or contact the authors.
Metadata
Release files for clmt-res 1.0.0
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 |
|---|---|---|---|---|
| clmt_res-1.0.0.tar.gz | 21.9 kB | With provenance | Details for clmt_res-1.0.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| clmt_res-1.0.0-py3-none-any.whl | Python 3 | none | any | Details for clmt_res-1.0.0-py3-none-any.whl |
Total release size: 43.6 kB
Release files / clmt_res-1.0.0.tar.gz
| Download URL | clmt_res-1.0.0.tar.gz |
|---|---|
| Size | 21.9 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
0e26ad6239eb6a0002f0110aca001e8b6afd3d1c71745b528975a04d7f277298
|
|
BLAKE2b-256 checksum How to use checksums |
2d5b915ece6743217b55a75ca2f7b72fa72f9fdf994d6644b159851843596f8e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
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 Jul 19, 2026.
Transparency logRelease files / clmt_res-1.0.0-py3-none-any.whl
| Download URL | clmt_res-1.0.0-py3-none-any.whl |
|---|---|
| Size | 21.7 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
44e70f6bab11acb406bf9a5bb185ea208ea80b6e8f0a540699213641be8762ec
|
|
BLAKE2b-256 checksum How to use checksums |
bc04a680a8315f3848283da883945709571131a3dc3e3327943c95389ae0bedd
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
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 Jul 19, 2026.
Transparency logSecurity for clmt-res 1.0.0
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 clmt_res-1.0.0.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 Jul 19, 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.