Data · dataset · 2019
GIS data and juptyer Notebook for Random Forest models for soybean Sudden Death Syndrome (SDS)
Listed in DataCite
GIS_data_and_jupyter_python_notebook.zip: Data for Modeling SDS via Random Forest Models.
Description
Contains a ArcGIS Pro project with example data collected at Marston Farm (Boone, IA) and cropped Planet scope 4-band imagery of the area for 2016, 2017 and 2018.Preview for jupyter notebook: preview of a jupyter (Python 3) notebook that demonstrates the use of Random forest classifier using the GIS data.
Links
Where it is published
- Repository landing page iastate.figshare.com/articles/GIS_data_and_juptyer_Notebook_for_Random_Forest_model… ↗
landing page · from DataCite
- DOI doi.org/10.25380/iastate.11356430.v1 ↗
DOI / persistent id · from DataCite
Documentation and papers
Catalogue records · 2
- DataCite API api.datacite.org/dois/10.25380/iastate.11356430.v1 ↗
metadata API · from DataCite
- DataCite Commons commons.datacite.org/doi.org/10.25380/iastate.11356430.v1 ↗
catalogue entry · from DataCite
Topics
- Stated by source
- Agriculture, forestry, and fisheries · Other agricultural sciences
- Inferred from text
- Agricultural spatial analysis and modelling 77%
Related
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DataCite | 10.25380/iastate.11356430.v1 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · DataCite | connector:datacite@1.0.0 | /data/attributes/rightsList |
| byte_size | source · DataCite | connector:datacite@1.0.0 | |
| concepts[field].anzsrc:field:300206 | enrichment · DataCite | taxonomy-embedding@1.1.0 | title+keywords+description (77%) |
| concepts[field].fos:agriculture-forestry-and-fisheries | source · DataCite | connector:datacite@1.0.0 | |
| concepts[field].fos:other-agricultural-sciences | source · DataCite | connector:datacite@1.0.0 | |
| created_date | source · DataCite | connector:datacite@1.0.0 | |
| description | source · DataCite | connector:datacite@1.0.0 | /data/attributes/descriptions |
| license | source · DataCite | connector:datacite@1.0.0 | /data/attributes/rightsList |
| publication_date | source · DataCite | connector:datacite@1.0.0 | /data/attributes/dates |
| title | source · DataCite | connector:datacite@1.0.0 | /data/attributes/titles/0/title |
| updated_date | source · DataCite | connector:datacite@1.0.0 |