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Roelfsema, Christiaan M; Kovacs, Eva M; Markey, Kathryn; Phinn, Stuart R (2018): Benthic and substrate cover data derived from field photo-transect surveys for the Far Northern management region of the Great Barrier Reef. PANGAEA, https://doi.org/10.1594/PANGAEA.891736

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Abstract:
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.
Related to:
Beijbom, Oscar; Edmunds, Peter J; Roelfsema, Christiaan M; Smith, Jennifer E; Kline, David I; Neal, Benjamin P; Dunlap, Matthew J; Moriarty, Vincent; Fan, Tung-Yung; Tan, Chih-Jui; Chan, Stephen; Treibitz, Tali; Gamst, Anthony; Mitchell, Brian G; Kriegman, David (2015): Towards automated annotation of benthic survey images: Variability of human experts and operational modes of automation. PLoS ONE, 10(7), e0130312, https://doi.org/10.1371/journal.pone.0130312
González-Rivero, Manuel; Beijbom, Oscar; Rodriguez-Ramirez, Alberto; Holtrop, Tadzio; González-Marrero, Yeray; Ganase, Anjani; Roelfsema, Christiaan M; Phinn, Stuart R; Hoegh-Guldberg, Ove (2016): Scaling up ecological measurements of coral reefs using semi-automated field image collection and analysis. Remote Sensing, 8(1), 30, https://doi.org/10.3390/rs8010030
Further details:
Roelfsema, Christiaan M; Grol, Monique; González-Rivero, Manuel; Phinn, Stuart R (2018): Georeferenced photographs of benthic photoquadrats acquired along 63 transects distributed over 12 reefs in the Far North region of the Great Barrier Reef, December, 2017. PANGAEA, https://doi.org/10.1594/PANGAEA.891505
Coverage:
Median Latitude: -12.235191 * Median Longitude: 143.740588 * South-bound Latitude: -13.990193 * West-bound Longitude: 143.035644 * North-bound Latitude: -10.514772 * East-bound Longitude: 144.540467
Date/Time Start: 2017-11-16T10:42:00 * Date/Time End: 2017-12-04T13:03:05
Size:
12 datasets

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Datasets listed in this publication series

  1. Roelfsema, CM; Kovacs, EM; Markey, K et al. (2018): Benthic and substrate cover data derived from field photo-transect surveys from Curd Reef in the Far Northern management region of the Great Barrier Reef. https://doi.org/10.1594/PANGAEA.891717
  2. Roelfsema, CM; Kovacs, EM; Markey, K et al. (2018): Benthic and substrate cover data derived from field photo-transect surveys from Dugong Reef in the Far Northern management region of the Great Barrier Reef. https://doi.org/10.1594/PANGAEA.891713
  3. Roelfsema, CM; Kovacs, EM; Markey, K et al. (2018): Benthic and substrate cover data derived from field photo-transect surveys from Great-Detached Reef in the Far Northern management region of the Great Barrier Reef. https://doi.org/10.1594/PANGAEA.891714
  4. Roelfsema, CM; Kovacs, EM; Markey, K et al. (2018): Benthic and substrate cover data derived from field photo-transect surveys from Lagoon Reef in the Far Northern management region of the Great Barrier Reef. https://doi.org/10.1594/PANGAEA.891715
  5. Roelfsema, CM; Kovacs, EM; Markey, K et al. (2018): Benthic and substrate cover data derived from field photo-transect surveys from Nomad Reef in the Far Northern management region of the Great Barrier Reef. https://doi.org/10.1594/PANGAEA.891716
  6. Roelfsema, CM; Kovacs, EM; Markey, K et al. (2018): Benthic and substrate cover data derived from field photo-transect surveys from Tijou Reef in the Far Northern management region of the Great Barrier Reef. https://doi.org/10.1594/PANGAEA.891718
  7. Roelfsema, CM; Kovacs, EM; Markey, K et al. (2018): Benthic and substrate cover data derived from field photo-transect surveys from Tydeman Reef in the Far Northern management region of the Great Barrier Reef. https://doi.org/10.1594/PANGAEA.891719
  8. Roelfsema, CM; Kovacs, EM; Markey, K et al. (2018): Benthic and substrate cover data derived from field photo-transect surveys from UN10-384 Reef in the Far Northern management region of the Great Barrier Reef. https://doi.org/10.1594/PANGAEA.891720
  9. Roelfsema, CM; Kovacs, EM; Markey, K et al. (2018): Benthic and substrate cover data derived from field photo-transect surveys from UN10-416 Reef in the Far Northern management region of the Great Barrier Reef. https://doi.org/10.1594/PANGAEA.891721
  10. Roelfsema, CM; Kovacs, EM; Markey, K et al. (2018): Benthic and substrate cover data derived from field photo-transect surveys from UN13061b Reef in the Far Northern management region of the Great Barrier Reef. https://doi.org/10.1594/PANGAEA.891731
  11. Roelfsema, CM; Kovacs, EM; Markey, K et al. (2018): Benthic and substrate cover data derived from field photo-transect surveys from Wallace Reef in the Far Northern management region of the Great Barrier Reef. https://doi.org/10.1594/PANGAEA.891723
  12. Roelfsema, CM; Kovacs, EM; Markey, K et al. (2018): Benthic and substrate cover data derived from field photo-transect surveys from Wilkie Reef in the Far Northern management region of the Great Barrier Reef. https://doi.org/10.1594/PANGAEA.891724