Data · dataset · 2024
Framework for statistical downscaling of the global climate model seasonal geopotential thickness fields to seasonal<b> </b>maximum temperature in Southern Africa to aid climate<b> </b>change adaptation
Listed in UP Research Data Repository
<p dir="ltr">Maximum temperature and rainfall observed data files were downloaded from the IRI Data Library as well as the model predicted 850-to-500 geopotential thickness fields (used to predict maximum temperature over southern Africa) and 850 circulation data fields (predictor for rainfall).
Description
Model Output statistics in CPT - climate predictability tool, was set up using CCA - canonical correlation analysis to produce retroactive forecasts.
MATLAB was further utilized to post-process / fine-tune the output from CPT and to produce other results. The researcher used the output from the global climate model to develop a statistical model for maximum temperature seasonal forecasts for Southern Africa.</p>
Links
Where it is published
- DOI doi.org/10.25403/upresearchdata.27240801.v3 ↗
DOI / persistent id · from researchdata up ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from researchdata up ac za
Topics
- From keywords
- Climate · Climatology · Earth & Environmental Science · Engineering · Modelling and simulation
- Inferred from text
- Climate model simulation 65%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| UP Research Data Repository | oai:figshare.com:article/27240801 | 17 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].anzsrc:field:370202 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Climatology'] |
| concepts[field].anzsrc:field:460207 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Modelling and simulation'] |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[method].local:method:climate-model | enrichment · researchdata up ac za | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[subject].local:topic:climate | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Climatology'] |
| description | source · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | /metadata/dc/description |
| license | source · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| title | source · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | /metadata/dc/title |