Archive · dataset · 2024
CoClime - Abundance of phytoplankton (Dinophysis acuta), Southwest Ireland - future prediction (2017 - 2035)
Listed in Data.gov.ie
This is the output of GBM (Gradient Boosting Model) analyses of D. acuta, abundance data done by MI OCIS and CoCliME project.
Description
This output dataset shows abundance of D. acuta in present time (2017 - 2035) in SW Ireland. The analyses was performed in R 3.6.3, with the packages tidyverse 1.3.0 for data handling and visualisation, and xgboost 1.2.0.1 for boosted regression analyses.
The dataset used for analyses is available on MI data catalogue (data.marine.ie/geonetwork/srv/eng/catalog.search#/metadata/ie.marine.data:dataset.4445) and the dataset used for prediction is requested to be included in MI data catalogue ([20]. CDF-t Climate run (Climate_run_corr.rds) in CoCliME model SOP). This dataset is used to visualise the prediction on R Shiny application for present period (marine-institute-ireland.shinyapps.io/D_acuta_abundance/).
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Suggested
Citation
Yamanaka, Tsuyuko; Cusack, Caroline; Nolan, Glenn; Clarke, Dave. (2022) CoClime - Abundance of phytoplankton (Dinophysis acuta), Southwest Ireland - future prediction (2017 - 2035). Marine Institute, Ireland. doi:10/hvs6.
Links
Get the data
- Organisation Home Page marine.ie ↗
download · from data gov ie
- Unnamed resource coclime.eu/About ↗
download · from data gov ie
- NetCDF data.marine.ie/data/CoClime.zip ↗
download · from data gov ie
Where it is published
- Data.gov.ie dataset page data.gov.ie/dataset/coclime-abundance-of-phytoplankton-dinophysis-acuta-so… ↗
landing page · from data gov ie
Catalogue records · 1
- CKAN API data.gov.ie/api/3/action/package_show?id=c921b6ee-ca47-44d5-9b03-8d9fb91b3… ↗
metadata API · from data gov ie
Topics
- From keywords
- Earth & Environmental Science · Social Science
- Inferred from text
- Physical geography and environmental geoscience 71%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Data.gov.ie | c921b6ee-ca47-44d5-9b03-8d9fb91b3fdb | 8 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · data gov ie | connector:data_gov_ie@1.0.0 | |
| concepts[field].anzsrc:group:3709 | enrichment · data gov ie | taxonomy-embedding@1.0.0 | title+keywords+description (71%) |
| concepts[field].local:field:earth-environmental | mapping · data gov ie | connector:data_gov_ie@1.0.0 | |
| concepts[field].local:field:social-science | mapping · data gov ie | connector:data_gov_ie@1.0.0 | |
| created_date | source · data gov ie | connector:data_gov_ie@1.0.0 | |
| description | source · data gov ie | connector:data_gov_ie@1.0.0 | /notes |
| license | source · data gov ie | connector:data_gov_ie@1.0.0 | /license_id |
| publication_date | source · data gov ie | connector:data_gov_ie@1.0.0 | |
| title | source · data gov ie | connector:data_gov_ie@1.0.0 | /title |
| updated_date | source · data gov ie | connector:data_gov_ie@1.0.0 |