Benthic and substrate cover data derived from field photo-transect surveys for the Far Northern management region of the Great Barrier Reef
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| Main Authors: | , , , |
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| Format: | Dataset Open Access |
| Language: | en |
| Published: |
PANGAEA
2018
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| _version_ | 1867168571785740288 |
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| author | Roelfsema, Christiaan M Kovacs, Eva M Markey, Kathryn Phinn, Stuart R |
| author_facet | Roelfsema, Christiaan M Kovacs, Eva M Markey, Kathryn Phinn, Stuart R |
| collection | Datos científicos de ciencias marinas y ambientales |
| contents | Field photos were uploaded to the CoralNet machine learning interface (https://coralnet.ucsd.edu/). A presviously trained subset of photoquadrats were uploaded as training images. Fifty annotation points were overlaid on all Great Barrier Reef (GBR) Legacy images and each was assigned a benthic cover category from a label list automatically by the program. The resulting benthic cover data of each photo was linked to gps coordinates, saved as an ArcMap point shapefile, and projected to Universal Transverse Mercator WGS84 Zone 55 South. |
| format | Dataset Open Access |
| id | pangaea_https___doi_org_10_1594_PANGAEA_891736 |
| institution | PANGAEA |
| language | en |
| publishDate | 2018 |
| publisher | PANGAEA |
| record_format | pangaea |
| spellingShingle | Benthic and substrate cover data derived from field photo-transect surveys for the Far Northern management region of the Great Barrier Reef Roelfsema, Christiaan M Kovacs, Eva M Markey, Kathryn Phinn, Stuart R Field photos were uploaded to the CoralNet machine learning interface (https://coralnet.ucsd.edu/). A presviously trained subset of photoquadrats were uploaded as training images. Fifty annotation points were overlaid on all Great Barrier Reef (GBR) Legacy images and each was assigned a benthic cover category from a label list automatically by the program. The resulting benthic cover data of each photo was linked to gps coordinates, saved as an ArcMap point shapefile, and projected to Universal Transverse Mercator WGS84 Zone 55 South. |
| title | Benthic and substrate cover data derived from field photo-transect surveys for the Far Northern management region of the Great Barrier Reef |
| topic | |
| url | https://doi.org/10.1594/PANGAEA.891736 |