============== Miranda |logo|

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Python utilities for climate data collection, conversion, and management.

• Free software: Apache Software License 2.0
• Documentation: https://miranda.readthedocs.io.

Features

Data collection functions for climate and forecast data hosted at: * ECMWF (Europe) (ERA5, ERA5-Land, TIGGE) * ECCC (Canada) (Monthly Climate Summaries, ECCC GEOAPI) (In development) * NCAR (CORDEX-NA on AWS)

Data conversion for Climate and Forecasting (CF) <https://cfconventions.org/>_ Variable and Metadata compliance: * ECMWF (Europe) (ERA5, ERA5-Land, TIGGE) (In Development) * ECCC (Canada) (Flat File Observations, Monthly Climate Summaries, Adjusted and Homogenized Climate Data, ECCC GEOAPI) (In Development) * MELCC (Québec) * Hydro-Québec (In Development)

Database structuring and facets validation: * Simulations: * WCRP (CMIP5, CMIP6, CMIP5-CORDEX, CORDEX-ADJUST, ISIMIP, etc.) * Station-Observations: * MELCC (Québec) (Needs mdbtools <https://github.com/mdbtools/mdbtools>_ installed) * ECCC (Canada) (In Development) * Hydro-Québec (In Development) * Gridded-Observations: * NRCAN (Canada) (In Development) * MELCC (Québec) (In Development) * Reanalyses: * ECCC (Canada) (CanSWE, CaSR, RDRS) * ECMWF (Europe) (ERA5, ERA5-Land, TIGGE) * NASA (DayMET, NEX-GDDP) (In Development) * USask (Canada) (EMDNA)

Installation

miranda can be installed from PyPI::

$ pip install miranda

Some functionalities require complex-to-install dependencies. In order to gain access to them, we strongly suggest using Anaconda <https://www.anaconda.com/products/distribution>_ to manage your environment::

$ conda env create -f environment.yml
$ conda activate miranda
$ pip install miranda[full]

For more information about Anaconda/Miniconda/conda-forge:

• Miniconda: https://docs.conda.io/en/latest/miniconda.html
• conda-forge: https://conda-forge.org/#about

miranda also relies on PyESSV <https://github.com/ES-DOC/pyessv>_ for its climate data controlled vocabulary. This library is optional for users who do not require validation checks, but enabling this feature requires additional installation steps::

$ mkdir -p ~/.esdoc
$ git clone git@github.com:ES-DOC/pyessv-archive.git ~/.esdoc/pyessv-archive

Contributing

See the contributing documentation: https://miranda.readthedocs.io/en/latest/contributing.html

Credits

This package was created with Cookiecutter_ and the Ouranosinc/cookiecutter-pypackage_ project template.

.. _Cookiecutter: https://github.com/cookiecutter/cookiecutter .. _Ouranosinc/cookiecutter-pypackage: https://github.com/Ouranosinc/cookiecutter-pypackage

.. |build| image:: https://github.com/Ouranosinc/miranda/actions/workflows/main.yml/badge.svg :target: https://github.com/Ouranosinc/miranda/actions :alt: Build Status

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