Data · dataset · 2026
Developing high-quality field program sounding datasets
Listed in National Center for Atmospheric Research
A general procedure for creating research-quality field program sounding datasets is described.
Description
Software tools needed to implement this procedure are provided. Enormous resources of time, effort, and finances are expended in collecting field program rawinsonde (sonde) datasets.
Correcting the data and performing quality control (QC) in a timely fashion after the field phase of an experiment are important to facilitate scientific research while interest is still high and funding available. However, a variety of issues (e.g., different sonde types, ground station software, data formats, quality-control issues, sonde errors, etc.) often makes working with these datasets difficult and time consuming.
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Our experience working with sounding data for several field programs has led to the design of a general procedure for creating user-friendly, bias-reduced, QC'd sonde datasets. This paper describes the steps in this procedure, gives examples for the various processing stages, and provides access to software tools to aide in this process.
Links
Get the data
- Publisher page n2t.org/ark:/85065/d7d22060 ↗
documentation · download · from data ucar edu
Where it is published
- data.ucar.edu /dataset/developing-high-quality-field-program-sounding-datasets ↗
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=71d9d99c-bf85-4a53-8686-56868a2b0… ↗
metadata API · from data ucar edu
Topics
- From keywords
- Earth & Environmental Science · Ocean & Atmospheric Science
- Inferred from text
- Geoinformatics 72%
Provenance · 1 source records, 8 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| National Center for Atmospheric Research | 71d9d99c-bf85-4a53-8686-56868a2b0805 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:3704 | enrichment · data ucar edu | taxonomy-embedding@1.1.0 | title+keywords+description (72%) |
| 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 |