CMIP 5 dataset and code for R parallelization

The dataset is used as an example of how to parallelize statistical analysis for CMIP data. The code contains all the LSF submission scripts and the R scripts referred to in the NCAR library technical note NCAR/TN-534+STR. The specific analysis conducted is Extreme Value Analysis, but the parallelization framework is generic and can be applied to any grid-point-wise parallelization using the software R.

To Access Resource:

Questions? Email Resource Support Contact:

  • Doug Schuster
    schuster@ucar.edu
    UCAR/NCAR - Research Data Archive

Temporal Range

  • Begin:  1955-01-01T00:00:00Z
    End:  1990-01-01T00:00:00Z

Keywords

Resource Type dataset
Temporal Range Begin 1955-01-01T00:00:00Z
Temporal Range End 1990-01-01T00:00:00Z
Temporal Resolution N/A
Bounding Box North Lat 90
Bounding Box South Lat -90
Bounding Box West Long -180
Bounding Box East Long 180
Spatial Representation grid
Spatial Resolution 1.25 degree
Related Links N/A
Additional Information N/A
Resource Format NetCDF (Binary)
Standardized Resource Format NetCDF
Asset Size 2827 MB
Legal Constraints

Creative Commons Attribution 4.0 International License
Access Constraints None
Software Implementation Language N/A

Resource Support Name Doug Schuster
Resource Support Email schuster@ucar.edu
Resource Support Organization UCAR/NCAR - Research Data Archive
Distributor NCAR Research Data Archive
Metadata Contact Name N/A
Metadata Contact Email rdahelp@ucar.edu
Metadata Contact Organization NCAR Research Data Archive

Author Hammerling, Dorit
Publisher Research Data Archive at the National Center for Atmospheric Research, Computational and Information Systems Laboratory
Publication Date 2017-06-26
Digital Object Identifier (DOI) https://doi.org/10.5065/D6JW8CK2
Alternate Identifier d810000
Resource Version N/A
Topic Category climatologyMeteorologyAtmosphere
Progress completed
Metadata Date 2024-08-04T02:11:45Z
Metadata Record Identifier edu.ucar.rda::d810000
Metadata Language eng; USA
Suggested Citation Hammerling, Dorit. (2017). CMIP 5 dataset and code for R parallelization. Research Data Archive at the National Center for Atmospheric Research, Computational and Information Systems Laboratory. https://doi.org/10.5065/D6JW8CK2. Accessed 22 November 2024.

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