Data · dataset · 2025
Late blight severity estimation using a Kernel Ridge Regression algorithm with K-means clustering
Listed in International Potato Center
It is an algorithm that combines Kernel Ridge Regression (KRR) with K-means clustering to estimate late blight severity in potato clones from the International Potato (CIP) Gene Bank core collection, using five multispectral images acquired by an unmanned aerial vehicle (UAV).
Links
Where it is published
- Dataverse dataset page data.cipotato.org/dataset.xhtml?persistentId=doi%3A10.21223%2FP3%2F9JI9VK ↗
landing page · from data cipotato org
- DOI doi.org/10.21223/p3/9ji9vk ↗
DOI / persistent id · from data cipotato org
Catalogue records · 1
- Dataverse API data.cipotato.org/api/datasets/:persistentId/?persistentId=doi%3A10.21223%2FP3%2… ↗
metadata API · from data cipotato org
Topics
- Stated by source
- Computer and Information Science
- From keywords
- Computer Science & AI · Machine learning
- Inferred from text
- Image 65%
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| International Potato Center | doi:10.21223/P3/9JI9VK | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].dataverse_subject:computer-and-information-science | source · data cipotato org | connector:data_cipotato_org@1.0.0 | /subjects |
| concepts[field].local:field:computer-science-ai | mapping · data cipotato org | connector:data_cipotato_org@1.0.0 | /subjects |
| concepts[modality].local:modality:image | enrichment · data cipotato org | keyword-concept-rules@1.0.0 | title+description (65%) |
| created_date | source · data cipotato org | connector:data_cipotato_org@1.0.0 | |
| description | source · data cipotato org | connector:data_cipotato_org@1.0.0 | /description |
| publication_date | source · data cipotato org | connector:data_cipotato_org@1.0.0 | |
| title | source · data cipotato org | connector:data_cipotato_org@1.0.0 | /name |
| updated_date | source · data cipotato org | connector:data_cipotato_org@1.0.0 | |
| version_label | source · data cipotato org | connector:data_cipotato_org@1.0.0 |