- Title
- Modeled density map of Syringammina fragillissima at a fine scale from the Rockall Bank in North East Atlantic between 1981-2010
- Abstract
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 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.
- License
- Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)
-
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+ For more info see https://creativecommons.org/licenses/by-sa/4.0/. - Publication Date
- Nov. 9, 2022, 3:36 p.m.
- Type
- Raster Data
- Category
- Biota
- Flora and/or fauna in natural environment. Examples: wildlife, vegetation, biological sciences, ecology, wilderness, sealife, wetlands, habitat.
- Regions
- Global
- Approved
- Yes
- Published
- Yes
- Featured
- No
- DOI
- None
- Attribution
- None
- Name
- Nils Piechaud (NPiechaud-355)
- nils.piechaud@hi.no
- Position
- Postdoc
- Organization
- Havforskningsinstituttet - IMR
- Location
- Bergen NOR
- Voice
- None
- Fax
- None
- Identification Image
-
- Spatial Extent
- ---
- Projection System
- EPSG:32628
- Extension x0
- 583202.5000000009
- Extension x1
- 586557.5000000009
- Extension y0
- 6471505.000000002
- Extension y1
- 6474070.000000002
- Restrictions
- otherRestrictions
- Language
- English
- Temporal Extent
- Jan. 1, 1981, midnight - Jan. 1, 2010, midnight
- Data Quality
Density was measured according to: Piechaud, N. and 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, p.101786. https://doi.org/10.1016/j.ecoinf.2022.101786
- Supplemental Information
No information provided
- Spatial Representation Type
- grid data is used to represent geographic data
- Name
- Nils Piechaud (NPiechaud-355)
- nils.piechaud@hi.no
- Position
- Postdoc
- Organization
- Havforskningsinstituttet - IMR
- Location
- Bergen NOR
- Voice
- None
- Fax
- None
- Link Online
- /layers/uop_xenos_density:geonode:uop_xenos_density
- Metadata Page
- /layers/uop_xenos_density:geonode:uop_xenos_density/metadata_detail
- GeoTIFF
- Modeled density map of Syringammina fragillissima at a fine scale from the Rockall Bank in North East Atlantic between 1981-2010.geotiff
- PNG
- Modeled density map of Syringammina fragillissima at a fine scale from the Rockall Bank in North East Atlantic between 1981-2010.png
- Thumbnail
- Modeled density map of Syringammina fragillissima at a fine scale from the Rockall Bank in North East Atlantic between 1981-2010.png
- Legend
- Modeled density map of Syringammina fragillissima at a fine scale from the Rockall Bank in North East Atlantic between 1981-2010.png
- Original Layer
- Modeled density map of Syringammina fragillissima at a fine scale from the Rockall Bank in North East Atlantic between 1981-2010.zip
- JPEG
- Modeled density map of Syringammina fragillissima at a fine scale from the Rockall Bank in North East Atlantic between 1981-2010.jpg
- Modeled density map of Syringammina fragillissima at a fine scale from the Rockall Bank in North East Atlantic between 1981-2010.pdf
- OGC WMS: geonode Service
- Geoservice OGC:WMS
- OGC WCS: geonode Service
- Geoservice OGC:WCS
- Name
- Nils Piechaud (NPiechaud-355)
- nils.piechaud@hi.no
- Position
- Postdoc
- Organization
- Havforskningsinstituttet - IMR
- Location
- Bergen NOR
- Voice
- None
- Fax
- None