Identification

Title
Morphological map of the Irish continental shelf created using Deep Learning
Abstract

Morphological map (10 classes) of the Irish shelf resulting from the modal aggregation (Cell statistics “MAJORITY” in ArcGIS Pro 3.1) of the qualitatively and quantitatively best Fully Convolutional Neural Networks models obtained in the study: Arosio, R., Hobley, B., Wheeler, A. J., Sacchetti, F., Conti, L. A., Furey, T. and A. Lim, 2023. Fully convolutional neural networks applied to large-scale marine morphology mapping. Frontiers in Marine Science, Sec. Ocean Observation, 10, https://doi.org/10.3389/fmars.2023.1228867

License
Attribution 4.0 International (CC BY 4.0)
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+

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+ Notices:

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Publication Date
May 15, 2024, 12:06 p.m.
Type
Vector Data
Category
Elevation
Height above or below sea level. Examples: altitude, bathymetry, digital elevation models, slope, derived products.
Regions
Global, Ireland
Approved
Yes
Published
Yes
Featured
No
DOI
https://doi.org/10.3389/fmars.2023.1228867
Attribution
None
Responsible

Name
Riccardo Arosio (Rarosio)
email
rarosio@ucc.ie
Position
None
Organization
University College Cork
Location
Cork IRL
Voice
None
Fax
None
Information

Identification Image
Spatial Extent
---
Projection System
EPSG:32629
Extension x0
312675.0
Extension x1
746550.0
Extension y0
5346075.000000214
Extension y1
6246275.000000214
Features

Restrictions

Attribution (CC BY)

Language
English
Data Quality

The input bathymetry layers for this work were obtained from the multibeam echosounder (MBES) bathymetry (accessible on INFOMAR hydrographic dataset - https://www.infomar.ie). More details on https://doi.org/10.3389/fmars.2023.1228867.

Supplemental Information

No information provided

Contact Points

Name
Riccardo Arosio (Rarosio)
email
rarosio@ucc.ie
Position
None
Organization
University College Cork
Location
Cork IRL
Voice
None
Fax
None

References

Link Online
/layers/missionatlantic_geonode_data:geonode:Arosioetal2023_FCNN_mod_map
Metadata Page
/layers/missionatlantic_geonode_data:geonode:Arosioetal2023_FCNN_mod_map/metadata_detail

JPEG
Morphological map of the Irish continental shelf created using Deep Learning.jpg
PDF
Morphological map of the Irish continental shelf created using Deep Learning.pdf
PNG
Morphological map of the Irish continental shelf created using Deep Learning.png
Zipped Shapefile
Morphological map of the Irish continental shelf created using Deep Learning.zip
GML 2.0
Morphological map of the Irish continental shelf created using Deep Learning.gml
GML 3.1.1
Morphological map of the Irish continental shelf created using Deep Learning.gml
CSV
Morphological map of the Irish continental shelf created using Deep Learning.csv
Excel
Morphological map of the Irish continental shelf created using Deep Learning.excel
GeoJSON
Morphological map of the Irish continental shelf created using Deep Learning.json
Legend
Morphological map of the Irish continental shelf created using Deep Learning.png
Thumbnail
Morphological map of the Irish continental shelf created using Deep Learning.png

OGC WMS: geonode Service
Geoservice OGC:WMS
OGC WFS: geonode Service
Geoservice OGC:WFS
Metadata Author

Name
tfurey
email
thomas.furey@marine.ie
Position
None
Organization
None
Location
Voice
None
Fax
None