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Modeled density map of Syringammina fragillissima at a fine scale from the Rockall Bank in North East Atlantic between 1981-2010
Citation
Piechaud, N.; Howell, K.; University of Plymouth (UoP), United Kingdom; (2023): Modeled density map of Syringammina fragillissima at a fine scale from the Rockall Bank in North East Atlantic between 1981-2010. https://marineinfo.org/id/dataset/8141
Contact: Howell, Kerry

Archived data
Availability: Creative Commons License This dataset is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Description

Fine scale density map of the xenophyophores Syringammina fragillissima (ind. m-2) at a 1200m deep station off Rockall Bank (North East Atlantic) by The University of Plymouth for the Deeplinks project. The drivers of the distribution of this species are poorly known despise its Vulnerable Marine Ecosystems (VME) status and more knowledge on its biology is needed to efficiently manage its conservation. A Convolutional Neural Network was used to measure its density in 58,147 images collected by the AUV autosub6000 during the JC136 cruise in May 2016. Several environmental data layers (topographic and oceanographic) at 2.5 x 2.5 m resolution were collected by the AUV during the same cruise and used in the modelling. Random Forest regression was used to predict the density of the target species in the extent of the environmental layer representing around 3 km2.

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This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No. 862428 (MISSION ATLANTIC).


Scope
Keywords:
Marine/Coastal, Biota, Data not evaluated, GeoTIFF, Habitat types and species distribution and range (Habitats Directive), Habitats and biotopes, Local, Metadata conformant, No limitations to public access, WGS84 (EPSG:4326), Rockall Bank, Foraminifera, Syringammina fragilissima Brady, 1883, Xenophyophorea

Geographical coverage
Rockall Bank [Marine Regions]

Temporal coverage
1 January 1981 - 1 January 2010

Taxonomic coverage
Foraminifera [WoRMS]
Syringammina fragilissima Brady, 1883 [WoRMS]
Xenophyophorea [WoRMS]

Contributors
University of Plymouth (UOP), moredata creator

Project
MISSION ATLANTIC: Towards the Sustainable Development of the Atlantic Ocean: Mapping and Assessing the present and future status of Atlantic marine ecosystems under the influence of climate change and exploitation, more

Publication
Describing this dataset
Piechaud, N.; Howell, K.L. (2022). Fast and accurate mapping of fine scale abundance of a VME in the deep sea with computer vision. Ecological Informatics 71: 101786. https://dx.doi.org/10.1016/j.ecoinf.2022.101786, more


Dataset status: Completed
Data type: GIS maps
Release date: 2022-11-08
Metadatarecord created: 2022-11-08
Information last updated: 2024-06-05
All data in the Integrated Marine Information System (IMIS) is subject to the VLIZ privacy policy