| hasData_Center_Short_Name |
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| hasDataset_Online_Resource |
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| hasDataset_Title |
- CMIP 5 dataset and code for R parallelization
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| hasEntry_ID |
|
| hasReference |
-
Milroy, D., S. Chen, B. Vanderwende, and D. Hammerling, 2017:
Accelerating CMIP Data Analysis with Parallel Computing in R.
TN-534+STR, NCAR, 37 pp. (DOI: 10.5065/D61V5CP8 ), URL:
http://n2t.net/ark:/85065/d7z89fpb.
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| hasSummary |
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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.
|
| GCMD Sciencekeywords describing the dataset. Click on Keyword to find similar datasets | |
