Data · dataset · 2023
Scanning X-band rainfall radar data for Machine Learning nowcast
Listed in CKAN @ IoT Lab
The dataset presents a training set of rainfall files, used to develop a Long Short-Term Memory (LSTM) rainfall forecast.
Description
The format of input files is in NetCDF, packed as daily files for September 2020. The project where files have been used was in a pilot experiment (DEvelopment of a NOWcasting Machine-Learning module for X-band and C-band weather-radars (DeNOW) ) within Fed4FIRE+, in the end of year 2020.
Links
Get the data
- 2020-09-24.npy zenodo.org/record/4543482/files/2020-09-24.npy?download=1 ↗
download · from ckan iotlab com
- 2020-09-25.npy zenodo.org/record/4543482/files/2020-09-25.npy?download=1 ↗
download · from ckan iotlab com
- 2020-09-26.npy zenodo.org/record/4543482/files/2020-09-26.npy?download=1 ↗
download · from ckan iotlab com
- 2020-09-29.npy zenodo.org/record/4543482/files/2020-09-29.npy?download=1 ↗
download · from ckan iotlab com
Where it is published
- CKAN @ IoT Lab dataset page ckan.iotlab.com/dataset/scanning-x-band-rainfall-radar-data-for-machine-learni… ↗
landing page · from ckan iotlab com
Documentation and papers
- Publisher page zenodo.org/record/4543482 ↗
documentation · from ckan iotlab com
Catalogue records · 1
- CKAN API ckan.iotlab.com/api/3/action/package_show?id=04ea12b2-2e3c-4ddb-a612-74ae6bedf… ↗
metadata API · from ckan iotlab com
Topics
- Stated by source
- Fed4FIRE
- From keywords
- Computer Science & AI · Engineering
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| CKAN @ IoT Lab | 04ea12b2-2e3c-4ddb-a612-74ae6bedfa4e | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| concepts[topic].ckan_group:ckan_iotlab_com:fed4fire | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| created_date | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| description | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | /notes |
| license_text | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| publication_date | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| title | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | /title |
| updated_date | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| version_label | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 |