climate-service-center / index_calculator

Calculate climate indicators based on xclim
https://index-calculator.readthedocs.io
MIT License
5 stars 5 forks source link
climate-analysis climate-science dask python xarray xclim

============================================================================================ Calculate climate indicators with standardized project-specific attributes: index_calculator

+----------------------------+-----------------------------------------------------+ | Versions | |pypi| |versions| | +----------------------------+-----------------------------------------------------+ | Documentation and Support | |docs| | +----------------------------+-----------------------------------------------------+ | Open Source | |license| |zenodo| | +----------------------------+-----------------------------------------------------+ | Coding Standards | |black| |ruff| |pre-commit| |security| |fossa| | +----------------------------+-----------------------------------------------------+ | Development Status | |status| |build| |coveralls| | +----------------------------+-----------------------------------------------------+

Python index_calculator is an xclim wrapper to calculate climate indicators from CMORized netCDF files.

Documentation

The official documentation is at https://index-calculator.readthedocs.io/

Features

Available projects

You can calculate climate indicators using index_calculator with the projects listed in the table below.

+--------------------+--------------+ | CMIP | CMIP5, CMIP6 | +--------------------+--------------+ | CORDEX | CORDEX | +--------------------+--------------+ | Observational data | E-OBS, HYRAS | +--------------------+--------------+ | Reanalysis data | ERA5 | +--------------------+--------------+

Installation

You can install the package directly with pip:

.. code-block:: console

 pip install index_calculator

If you want to contribute, we recommend cloning the repository, setup a conda environmant and installing the package in development mode, e.g.

.. code-block:: console

git clone https://github.com/ludwiglierhammer/index_calculator
cd index_calculator
conda env create -f ci/requirements/environment.yml
conda activate xcalc-tests
pip install -e . --no-deps

This will install the package but you can still edit it and you don't need the package in your :code:PYTHONPATH

Requirements

Credits

This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.

.. _xclim: https://xclim.readthedocs.io/en/latest/

.. Cookiecutter: https://github.com/audreyr/cookiecutter .. audreyr/cookiecutter-pypackage: https://github.com/audreyr/cookiecutter-pypackage

.. |pypi| image:: https://img.shields.io/pypi/v/index_calculator.svg :target: https://pypi.python.org/pypi/index_calculator :alt: Python Package Index Build

.. |docs| image:: https://readthedocs.org/projects/index_calculator/badge/?version=latest :target: https://index-calculator.readthedocs.io/en/latest/?version=latest :alt: Documentation Status

.. |versions| image:: https://img.shields.io/pypi/pyversions/index_calculator.svg :target: https://pypi.python.org/pypi/index_calculator :alt: Supported Python Versions

.. |license| image:: https://img.shields.io/github/license/ludwiglierhammer/index_calculator.svg :target: https://github.com/ludwiglierhammer/index_calculator/blob/master/LICENSE :alt: License

.. |black| image:: https://img.shields.io/badge/code%20style-black-000000.svg :target: https://github.com/psf/black :alt: Python Black

.. |ruff| image:: https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json :target: https://github.com/astral-sh/ruff :alt: Ruff

.. |pre-commit| image:: https://results.pre-commit.ci/badge/github/climate-service-center/index_calculator/main.svg :target: https://results.pre-commit.ci/latest/github/climate-service-center/index_calculator/main :alt: pre-commit.ci status

.. |fossa| image:: https://app.fossa.com/api/projects/git%2Bgithub.com%2Fludwiglierhammer%2Findex_calculator.svg?type=shield :target: https://app.fossa.com/projects/git%2Bgithub.com%2Fludwiglierhammer%2Findex_calculator?ref=badge_shield :alt: FOSSA

.. |security| image:: https://www.bestpractices.dev/projects/8143/badge :target: https://www.bestpractices.dev/projects/8143 :alt: Open Source Security Foundation

.. |status| image:: https://www.repostatus.org/badges/latest/active.svg :target: https://www.repostatus.org/#active :alt: Project Status: Active – The project has reached a stable, usable state and is being actively developed.

.. |build| image:: https://github.com/ludwiglierhammer/index_calculator/actions/workflows/ci.yml/badge.svg :target: https://github.com/ludwiglierhammer/index_calculator/actions/workflows/ci.yml :alt: Build Status

.. |coveralls| image:: https://codecov.io/gh/ludwiglierhammer/index_calculator/branch/master/graph/badge.svg :target: https://codecov.io/gh/ludwiglierhammer/index_calculator :alt: Coveralls

.. |zenodo| image:: https://zenodo.org/badge/DOI/10.5281/zenodo.7762679.svg :target: https://doi.org/10.5281/zenodo.7762679 :alt: DOI