ESMValCore: core functionalities for the ESMValTool, a community diagnostic and performance metrics tool for routine evaluation of Earth System Models in CMIP.
The Anaconda package can be found on ESMValGroup Anaconda Channel.
If you already have Anaconda installed, you can install ESMValCore by running:
conda install -c esmvalgroup -c conda-forge esmvalcore
If you need the very latest features, please see CONTRIBUTING.md for instructions on installing ESMValCore from source.
The ESMValCore package provides various functions for:
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Finding data in a directory structure typically used for CMIP data
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Reading CMOR tables and using those to check model and observational data.
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ESMValTool preprocessor functions based on iris for e.g. regridding, vertical interpolation, statistics, correcting (meta)data errors, extracting a time range, etcetera.
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Review
config-user.yml. To customize for your system, create a copy, edit and use the command line option-cto instructesmvaltoolto use your custom configuration file. -
Install the ESMValTool to run ESMValTool recipes and diagnostics
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Run e.g.
esmvaltool -c ~/config-user.yml examples/recipe_python.ymlafter downloading the necessary data.
The easiest way to get help if you cannot find the answer in the documentation on readthedocs, is to open an issue on GitHub.
If you would like to contribute a new feature, please have a look at CONTRIBUTING.md.