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Atlantic grey seal breeding colonies in Hay and Saddle Islands, Nova Scotia
Citation
Seymour, A., Dale, J., Hammill, M., Halpin, P and Johnston, D. 2017. Automated detection and enumeration of marine wildlife using unmanned aircraft systems (UAS) and thermal imagery. Scientific Reports. 7: 45127. https://marineinfo.org/id/dataset/5832
Contact:
Seymour, Alexander
Availability: 
This dataset is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
This dataset is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.Description
Original provider: Duke Marine Robotics and Remote Sensing Lab Dataset credits: Duke Marine Robotics and Remote Sensing Lab Abstract: These RGB mosaics and thermal indices of Atlantic grey seal colonies at Hay and Saddle Island, Nova Scotia, were collected by small unmanned aircraft systems (UAS). The mosaics and thermal indices were assessed by human analysts, who counted the seals in the mosaic and classified individuals as 'young of the year' or 'adult'. more
Concurrently, an automated detection and classification model was applied to the datasets and compared to human counts. Purpose: These datasets were used to assess Atlantic grey seal populations and to compare and test wildlife survey methods. Supplemental information: The downloadable shapefile includes TIFF images of RGB mosaics and thermal indices. The size of the zipped file is 1GB and may take a long time to download. Within the dowloaded file, the 'Analysis Materials' folders contain point shapefiles of the seals counted and classified by human analysts. In addition, the folders contain the landscape masks that were applied to the thermal indices before running the automated detection models.
Concurrently, an automated detection and classification model was applied to the datasets and compared to human counts. Purpose: These datasets were used to assess Atlantic grey seal populations and to compare and test wildlife survey methods. Supplemental information: The downloadable shapefile includes TIFF images of RGB mosaics and thermal indices. The size of the zipped file is 1GB and may take a long time to download. Within the dowloaded file, the 'Analysis Materials' folders contain point shapefiles of the seals counted and classified by human analysts. In addition, the folders contain the landscape masks that were applied to the thermal indices before running the automated detection models.
Scope
Themes:
Biology > Mammals
Keywords:
Marine/Coastal, Computer vision, Marine ecology, Unmanned aerial vehicles, ANW, Canada, St. Lawrence Gulf, EurOBIS calculated BBOX, Halichoerus grypus (Fabricius, 1791)
Geographical coverage
ANW, Canada, St. Lawrence Gulf [Marine Regions]
EurOBIS calculated BBOX Stations
Bounding Box
Coordinates: MinLong: -63,2525; MinLat: 45,8138 - MaxLong: -59,683; MaxLat: 46,0247 [WGS84]
Coordinates: MinLong: -63,2525; MinLat: 45,8138 - MaxLong: -59,683; MaxLat: 46,0247 [WGS84]
Temporal coverage
30 January 2015 - 2 February 2015
Taxonomic coverage
Halichoerus grypus (Fabricius, 1791) [WoRMS]
Contributors
Duke University; Marine Geospatial Ecology Lab, data creator
Seymour, Alexander
Related datasets
Published in:
EurOBIS: European Ocean Biodiversity Information System
Dataset status: Completed
Data type: Data
Data origin: Research: field survey
Metadatarecord created: 2017-10-03
Information last updated: 2017-10-03
