Data · dataset · 2024
ellaampy/SpatioTemporalYield
Listed in Hugging Face Datasets
Description
On exploring spatio-temporal encoding strategies for county-level yield prediction Crop yield information plays a pivotal role in ensuring food security. Advances in Earth Observation technology and the availability of historical yield records have promoted the use of machine learning for yield prediction. Significant research efforts have been made in this direction, encompassing varying choices of yield determinants and particularly how spatial and temporal information are… See the full description on the dataset page: huggingface.co/datasets/ellaampy/SpatioTemporalYield.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/ellaampy/SpatioTemporalYield ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/ellaampy/SpatioTemporalYield ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
- Inferred from text
- Satellite remote sensing 65% · Spatial data and applications 77%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | ellaampy/SpatioTemporalYield | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:field:460106 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (77%) |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:remote-sensing | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (65%) |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |