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CoClime - Abundance of phytoplankton (Dinophysis acuminata), Southwest Ireland - future prediction (2017 - 2035)

This is the output of GBM (Gradient Boosting Model) analyses of D. acuminata abundance data done by MI OCIS and CoCliME project. This output dataset shows abundance of D. acuminata in the future (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 ( http://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 ( https://marine-institute-ireland.shinyapps.io/D_acuminata_abundance/). None



Suggested Citation: Yamanaka, Tsuyuko; Cusack, Caroline; Nolan, Glenn; Clarke, Dave. (2022) CoClime - Abundance of phytoplankton (Dinophysis acuminata), Southwest Ireland - future prediction (2017 - 2035). Marine Institute, Ireland. doi:10/hvs8.

Simple

Date (Publication)
2022-01-14
Date (Revision)
2023-03-30
Date (Creation)
2022-01-14
Citation identifier
ie.marine.data:dataset.4888
Citation identifier
10/hvs8
Other citation details

Yamanaka, Tsuyuko; Cusack, Caroline; Nolan, Glenn; Clarke, Dave. (2022) CoClime - Abundance of phytoplankton (Dinophysis acuminata), Southwest Ireland - future prediction (2017 - 2035). Marine Institute, Ireland. doi:10/hvs8.

Point of contact
Organisation name Individual name Electronic mail address Role

Marine Institute

datarequests@marine.ie

Originator
Maintenance and update frequency
As needed
OGC Simple Feature Types
  • LineString
Marine Strategy Framework Directive indicators 2010/477/EU
  • Distributional range
  • Distributional pattern within the range
  • Population abundance and/or biomass
  • Composition and relative proportions of ecosystem components
  • Trends in abundance, temporal occurrence and spatial distribution of non-indigenous species
  • Ratio between invasive non-indigenous species and native species
  • Abundance trends of functionally important selected groups/species
  • Species shift in floristic composition caused by human activities
SeaDataNet Parameter Discovery Vocabulary
  • Horizontal spatial co-ordinates
  • Date and time
  • Phytoplankton taxonomic abundance in water bodies
Marine Institute Dataset Communities
  • Dataset
Use limitation

While every effort is made in preparing the dataset no responsibility is accepted by or on behalf of the Marine Institute for any errors, omissions or misleading information. The Marine Institute accepts no responsibility for loss or damage occasioned or claimed to have been occasioned, in part or in full, as a consequence of any person acting, or refraining from acting as a result of a matter contained in this datasets or as a consequence of using this dataset for any purpose whatsoever.

Use limitation

A Creative Commons (CC) license is one of several public copyright licenses that enable the free distribution of an otherwise copyrighted work. A CC license is used when an author wants to give people the right to share, use, and build upon a work that they have created. Under Creative Commons CC BY 4.0 the following is granted: Rights Share — copy and redistribute the material in any medium or format; Adapt — remix, transform, and build upon the material for any purpose, even commercially. The licensor cannot revoke these freedoms as long as you follow the license terms. Requirements Attribution — You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use. No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.

Access constraints
CC%20BY%204.0
Spatial representation type
Vector
Language
English
Begin date
2017-01-01
End date
..
N
S
E
W
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Reference system identifier
INSPIRE RS registry / http://www.opengis.net/def/crs/EPSG/0/3857
Distribution format
Name Version

NetCDF

OnLine resource
Protocol Linkage Name

WWW:LINK-1.0-http--link

http://www.marine.ie
OnLine resource
Protocol Linkage Name

WWW:LINK-1.0-http--link

https://www.coclime.eu/About
OnLine resource
Protocol Linkage Name

WWW:DOWNLOAD-1.0-http--download

https://data.marine.ie/data/CoClime.zip

NetCDF

Hierarchy level
Dataset

Conformance result

Title

Commission Regulation (EU) No 1089/2010 of 23 November 2010 implementing Directive 2007/2/EC of the European Parliament and of the Council as regards interoperability of spatial data sets and services

Date (Publication)
2010-12-08
Explanation

See the referenced specification

Pass
Yes
Statement

Data supplied by Marine Institute.

Metadata

File identifier
ie.marine.data:dataset.4888 XML
Metadata language
English
Hierarchy level
Dataset
Date stamp
2023-03-30
Metadata standard name

ISDI Metadata Profile

Metadata standard version

1.2

Metadata author
Organisation name Individual name Electronic mail address Role

Marine Institute

datarequests@marine.ie

Point of contact
Dataset URI

10.20393/e277dfb3-260d-418b-b320-cd1cb0131bf6

 
 

Overviews

overview

Spatial extent

thumbnail

Keywords



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