Data · dataset · 2026
CMIP 5 dataset and code for R parallelization
Listed in National Center for Atmospheric Research
The dataset is used as an example of how to parallelize statistical analysis for CMIP data.
Description
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.
Links
Get the data
- Resource Homepage doi.org/10.5065/d6jw8ck2 ↗
download · DOI / persistent id · from data ucar edu
Where it is published
- data.ucar.edu /dataset/cmip-5-dataset-and-code-for-r-parallelization ↗
National Center for Atmospheric Research dataset page
landing page · from data ucar edu
Catalogue records · 1
- CKAN API data.ucar.edu/api/3/action/package_show?id=1e7c10f0-9fc6-47a0-bd70-5686cfd35… ↗
metadata API · from data ucar edu
Topics
- From keywords
- Earth & Environmental Science · Ocean & Atmospheric Science
Provenance · 1 source records, 7 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| National Center for Atmospheric Research | 1e7c10f0-9fc6-47a0-bd70-5686cfd35484 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].local:field:earth-environmental | mapping · data ucar edu | connector:data_ucar_edu@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · data ucar edu | connector:data_ucar_edu@1.0.0 | |
| created_date | source · data ucar edu | connector:data_ucar_edu@1.0.0 | |
| description | source · data ucar edu | connector:data_ucar_edu@1.0.0 | /notes |
| publication_date | source · data ucar edu | connector:data_ucar_edu@1.0.0 | |
| title | source · data ucar edu | connector:data_ucar_edu@1.0.0 | /title |
| updated_date | source · data ucar edu | connector:data_ucar_edu@1.0.0 |