Data · dataset · 2023
Random Forest to classify the severity of Late blight in potato crops
Listed in International Potato Center
It is a Random Forest algorithm developed in Python to classify 21 categories of Late blight severity, where the class 0 is soil and from 1 to 21 were symptom score measured by experts in field.
Description
It use as inputs aerial multispectral images acquired of two potato trials.
Links
Where it is published
- Dataverse dataset page data.cipotato.org/dataset.xhtml?persistentId=doi%3A10.21223%2FVG1MHD ↗
landing page · from data cipotato org
- DOI doi.org/10.21223/vg1mhd ↗
DOI / persistent id · from data cipotato org
Catalogue records · 1
- Dataverse API data.cipotato.org/api/datasets/:persistentId/?persistentId=doi%3A10.21223%2FVG1M… ↗
metadata API · from data cipotato org
Topics
- Stated by source
- Agricultural Sciences · Computer and Information Science
- From keywords
- Life Sciences
- Inferred from text
- Image 65%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| International Potato Center | doi:10.21223/VG1MHD | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].dataverse_subject:agricultural-sciences | source · data cipotato org | connector:data_cipotato_org@1.0.0 | /subjects |
| concepts[field].dataverse_subject:computer-and-information-science | source · data cipotato org | connector:data_cipotato_org@1.0.0 | /subjects |
| concepts[field].local:field:life-sciences | 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 |