Data · dataset · 2024
Identifying spatio-temporal drivers of extreme events [data set]
Listed in bonndata
This data set allows to systematically evaluate approaches for the task of identifying extreme events in water cycle components by developing deep neural networks that detect anomalies and drivers of extremes in simulated data.
Links
Where it is published
- Dataverse dataset page bonndata.uni-bonn.de/dataset.xhtml?persistentId=doi%3A10.60507%2FFK2%2FRD9E33 ↗
landing page · from bonndata uni bonn de
- DOI doi.org/10.60507/fk2/rd9e33 ↗
DOI / persistent id · from bonndata uni bonn de
Catalogue records · 1
- Dataverse API bonndata.uni-bonn.de/api/datasets/:persistentId/?persistentId=doi%3A10.60507%2FFK2%… ↗
metadata API · from bonndata uni bonn de
Topics
- Stated by source
- Agricultural Sciences · Computer and Information Science · Earth and Environmental Sciences · Physics
- From keywords
- Earth & Environmental Science · Life Sciences · Physics
- Inferred from text
- Machine learning 71%
Provenance · 1 source records, 14 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| bonndata | doi:10.60507/FK2/RD9E33 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:4611 | enrichment · bonndata uni bonn de | taxonomy-embedding@1.1.0 | title+keywords+description (71%) |
| concepts[field].dataverse_subject:agricultural-sciences | source · bonndata uni bonn de | connector:bonndata_uni_bonn_de@1.0.0 | /subjects |
| concepts[field].dataverse_subject:computer-and-information-science | source · bonndata uni bonn de | connector:bonndata_uni_bonn_de@1.0.0 | /subjects |
| concepts[field].dataverse_subject:earth-and-environmental-sciences | source · bonndata uni bonn de | connector:bonndata_uni_bonn_de@1.0.0 | /subjects |
| concepts[field].dataverse_subject:physics | source · bonndata uni bonn de | connector:bonndata_uni_bonn_de@1.0.0 | /subjects |
| concepts[field].local:field:earth-environmental | mapping · bonndata uni bonn de | connector:bonndata_uni_bonn_de@1.0.0 | /subjects |
| concepts[field].local:field:life-sciences | mapping · bonndata uni bonn de | connector:bonndata_uni_bonn_de@1.0.0 | /subjects |
| concepts[field].local:field:physics | mapping · bonndata uni bonn de | connector:bonndata_uni_bonn_de@1.0.0 | /subjects |
| created_date | source · bonndata uni bonn de | connector:bonndata_uni_bonn_de@1.0.0 | |
| description | source · bonndata uni bonn de | connector:bonndata_uni_bonn_de@1.0.0 | /description |
| publication_date | source · bonndata uni bonn de | connector:bonndata_uni_bonn_de@1.0.0 | |
| title | source · bonndata uni bonn de | connector:bonndata_uni_bonn_de@1.0.0 | /name |
| updated_date | source · bonndata uni bonn de | connector:bonndata_uni_bonn_de@1.0.0 | |
| version_label | source · bonndata uni bonn de | connector:bonndata_uni_bonn_de@1.0.0 |