A new parallel python tool for the standardization of earth system model data

We have developed a new parallel Python tool for the standardization of Earth System Model (ESM) data for publication as part of Model Intercomparison Projects (MIPs). It was specifically designed to aid Community Earth System Model (CESM) scientists at the National Center for Atmospheric Research (NCAR) in preparation for the Coupled Model Intercomparison Project, Phase 6 (CMIP6), expected to start in early 2017. However, the tool is general to any and all MIPs and ESMs. The tool is implemented with MPI parallelism using mpi4py, and it performs the data standardization computation with a directed acyclic graph (DAG) data structure capable of streaming data from ESM input data to standardized output files. In this paper, we describe the tool, its design and testing.

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Author Paul, Kevin
Mickelson, Sheri
Dennis, John M.
Publisher UCAR/NCAR - Library
Publication Date 2017-02-06T00:00:00
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Topic Category geoscientificInformation
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Metadata Date 2023-08-18T19:16:51.159319
Metadata Record Identifier edu.ucar.opensky::articles:21066
Metadata Language eng; USA
Suggested Citation Paul, Kevin, Mickelson, Sheri, Dennis, John M.. (2017). A new parallel python tool for the standardization of earth system model data. UCAR/NCAR - Library. http://n2t.net/ark:/85065/d7bg2rj3. Accessed 21 March 2025.

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