Data · dataset · 2024
Ground-based all-sky imagery and weather data
Listed in ARP Research Data Repository
Ground-based remote sensing all-sky imagery recorded using a wide lens all-sky camera, meteorological measurements, and sky-parameter dataset calculated from the images using image processing and neural network architectures pre-trained with the datasets.
Description
The data collected during the project is recorded at the HUN-REN Center for Energy Research (HUN-REN CER) as part of the internal research project "Ultra-short-term irradiation forecasting using a combination of deep learning and image processing".
The research aims to support the proper quality of power grid services, by forecasting solar radiation in the ultra-short-term, leading to improved operation of photovoltaic plants. The forecast is based on sky camera images and weather data, using a combination of deep learning and traditional image processing methodologies.
Links
Where it is published
- Dataverse dataset page repo.researchdata.hu/dataset.xhtml?persistentId=hdl%3A21.15109%2FARP%2FXVUWKB ↗
landing page · from repo researchdata hu
- Persistent identifier hdl.handle.net/21.15109/ARP/XVUWKB ↗
DOI / persistent id · from repo researchdata hu
Catalogue records · 1
- Dataverse API repo.researchdata.hu/api/datasets/:persistentId/?persistentId=hdl%3A21.15109%2FARP%… ↗
metadata API · from repo researchdata hu
Topics
- Stated by source
- Computer and Information Science · Earth and Environmental Sciences · Engineering · Physics
- From keywords
- Earth & Environmental Science · Engineering · Image processing · Ocean & Atmospheric Science · Physics
- Inferred from text
- Image 75% · Satellite remote sensing 65%
Provenance · 1 source records, 17 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ARP Research Data Repository | hdl:21.15109/ARP/XVUWKB | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:460306 | mapping · repo researchdata hu | vocabulary-mapper@1.0.0 | keywords['image processing'] |
| concepts[field].dataverse_subject:computer-and-information-science | source · repo researchdata hu | connector:repo_researchdata_hu@1.0.0 | /subjects |
| concepts[field].dataverse_subject:earth-and-environmental-sciences | source · repo researchdata hu | connector:repo_researchdata_hu@1.0.0 | /subjects |
| concepts[field].dataverse_subject:engineering | source · repo researchdata hu | connector:repo_researchdata_hu@1.0.0 | /subjects |
| concepts[field].dataverse_subject:physics | source · repo researchdata hu | connector:repo_researchdata_hu@1.0.0 | /subjects |
| concepts[field].local:field:earth-environmental | mapping · repo researchdata hu | connector:repo_researchdata_hu@1.0.0 | /subjects |
| concepts[field].local:field:engineering | mapping · repo researchdata hu | connector:repo_researchdata_hu@1.0.0 | /subjects |
| concepts[field].local:field:ocean-atmospheric | mapping · repo researchdata hu | connector:repo_researchdata_hu@1.0.0 | /subjects |
| concepts[field].local:field:physics | mapping · repo researchdata hu | connector:repo_researchdata_hu@1.0.0 | /subjects |
| concepts[modality].local:modality:image | enrichment · repo researchdata hu | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:remote-sensing | enrichment · repo researchdata hu | keyword-concept-rules@1.0.0 | title+description (65%) |
| created_date | source · repo researchdata hu | connector:repo_researchdata_hu@1.0.0 | |
| description | source · repo researchdata hu | connector:repo_researchdata_hu@1.0.0 | /description |
| publication_date | source · repo researchdata hu | connector:repo_researchdata_hu@1.0.0 | |
| title | source · repo researchdata hu | connector:repo_researchdata_hu@1.0.0 | /name |
| updated_date | source · repo researchdata hu | connector:repo_researchdata_hu@1.0.0 | |
| version_label | source · repo researchdata hu | connector:repo_researchdata_hu@1.0.0 |