Dinophysis acuminata probability of presence present time (1997 - 2016) prediction in South West Ireland, North East Atlantic Ocean

Published by: Marine Institute
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This is the output of GBM (Gradient Boosting Model) analyses of Dinophysis acuminata presence and absence data carried out by Marine Institute and the CoCliME project. This output dataset shows prediction of probability of Dinophysis acuminata presence in present time (1997 - 2016) in South West Ireland. The analyses was performed in R 3.6.3, with the packages tidyverse for data handling and visualisation, and gbm for boosted regression analyses. The dataset used for analyses is available on MI data catalogue 'Harmful Algal Blooms (HABs) weekly maximum and environmental dataset 1997-2016 North East Atlantic Ocean'. This dataset is used for displaying present time prediction of Dinophysis acuminata probability of presence in the South West of Ireland.

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Date released 2021-11-25
Date updated 2021-11-25
Dataset conforms to these standards See the referenced specification
Rights notes {"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.","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 grantedRights:  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.",CC%20BY%204.0,CC%20BY%204.0}
Update frequency Other
Language English
Geographic coverage in GeoJSON format {"type":"Polygon","coordinates":[[[-11.6, 50.08],[-11.6, 52.79], [-8.26, 52.79], [-8.26, 50.08], [-11.6, 50.08]]]}
Spatial Reference Systems (SRS) WGS 84 (EPSG:3857)
Provenance information Data supplied by Marine Institute.
Period of time covered (begin) 1997-01-01
Period of time covered (end) 2016-12-31

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