Data · dataset · 2026
Translation of ensemble weather forecasts into probabilistic air traffic capacity impact
Listed in National Center for Atmospheric Research
A novel approach for using high-resolution, ensemble-based numerical weather prediction model data for the purpose of weather-related, probabilistic aviation impact forecasting is presented.
Description
Ensemble-based weather forecasting will be a common feature in the Next Generation Air Transportation System. The approach uses ensemble model data to create probabilistic information and extraction of aviation-relevant characteristics from ensemble weather forecast data.
By providing a representative sample of potential aviation impact, air traffic can be ready to respond to anticipated best- and worst-case outcomes. Using convective storms as an example, this paper demonstrates a proof-of-concept. In principal, it is applicable to other aviation weather hazards.
Links
Get the data
- Publisher page n2t.org/ark:/85065/d70k29vp ↗
documentation · download · from data ucar edu
Where it is published
- data.ucar.edu /dataset/translation-of-ensemble-weather-forecasts-into-probabi… ↗
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=f4e41107-8020-4588-a8ba-4495e1881… ↗
metadata API · from data ucar edu
Topics
- From keywords
- Earth & Environmental Science · Ocean & Atmospheric Science
- Inferred from text
- Atmospheric sciences 73%
Provenance · 1 source records, 8 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| National Center for Atmospheric Research | f4e41107-8020-4588-a8ba-4495e1881445 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:3701 | enrichment · data ucar edu | taxonomy-embedding@1.1.0 | title+keywords+description (73%) |
| 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 |