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The Community Earth System Model Ensemble Consistency Test (CESM-ECT) suite is an alternative to requiring bitwise identical output for quality assurance. This objective test provides a statistical measurement of consistency between an accepted ensemble and a test set of CESM simulations.

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pyCECT: Tools to support and run the CESM Ensemble Consistency Test

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Overview:

The Community Earth System Model Ensemble Consistency Test (CESM-ECT or CECT) suite was developed as an alternative to requiring bitwise identical output for quality assurance. This objective test provides a statistical measurement of consistency between an accepted ensemble created by small initial temperature perturbations and a test set of CESM simulations.

AUTHORS:Haiying Xu, Allison Baker, Daniel Milroy, Dorit Hammerling, Teo Price-Broncucia
COPYRIGHT:2015-2024 University Corporation for Atmospheric Research
LICENSE:Apache 2.0

Obtaining the code:

Currently, the most up-to-date development source code is available via git from the site:

https://github.com/NCAR/PyCECT

You may then check out the most recent stable tag. The source is available in read-only mode to everyone. Developers are welcome to update the source and submit pull Requests via GitHub.

Other resources:

See full documentation for more information.

See CESM information on PyCECT.

The CESM web-based interface to this tool is available here.

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The Community Earth System Model Ensemble Consistency Test (CESM-ECT) suite is an alternative to requiring bitwise identical output for quality assurance. This objective test provides a statistical measurement of consistency between an accepted ensemble and a test set of CESM simulations.

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