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Annotated dataset of beluga whales detected in Very High Resolution (VHR) satellite imagery of the southern Kara Sea (Russia) in July 2016.

This annotated dataset comprises locational data of beluga whales along the eastern shore of the Yugor Penisula and in the inner part of Baydaratskaya Bay in the southern Kara Sea (Russia) as detected from Very High Resolution (VHR) satellite imagery on July 4th and 9th, 2016. Images were manually scanned and whales detected through the use of grids. Additional metadata includes information on image type and model, and whale distinctive characteristics (e.g., fluke or blow). This work supports the 'training' of machine learning algorithms for automatic detection of whales from satellite imagery.

This study was possible thanks to imagery support from MAXAR Technologies/Digital Globe Foundation for the VHR images and core funding from British Antarctic Survey, Natural Environment Research Council, as part of the 'Wildlife from Space' project.

Simple

Date (Creation)
2024-03-26
Date (Revision)
2024-03-26
Date (Publication)
2024-03-26
Date (released)
2024-03-26
Edition
1.0
Unique resource identifier
https://doi.org/10.5285/ae34b490-4838-4740-a78e-924d23dc5540
Codespace
doi
Unique resource identifier
GB/NERC/BAS/PDC/01829
Codespace
https://data.bas.ac.uk/
Other citation details
Please cite this item as: Panigada, V., Cubaynes, H.C., & Fretwell, P.T. (2024). Annotated dataset of beluga whales detected in Very High Resolution (VHR) satellite imagery of the southern Kara Sea (Russia) in July 2016. (Version 1.0) [Data set]. NERC EDS UK Polar Data Centre. https://doi.org/10.5285/ae34b490-4838-4740-a78e-924d23dc5540
Credit
No credit.
Status
completed Completed
Author
  British Antarctic Survey - Panigada, Viola ( Researcher )
Author
  British Antarctic Survey - Cubaynes, Hannah C ( Researcher )
Author
  British Antarctic Survey - Fretwell, Peter T ( Researcher )
Point of contact
  NERC EDS UK Polar Data Centre
British Antarctic Survey, High Cross, Madingley Road , Cambridge , Cambridgeshire , CB3 0ET , United Kingdom
+44 (0)1223 221400
https://www.bas.ac.uk/team/business-teams/information-services/uk-polar-data-centre/
Maintenance and update frequency
asNeeded As needed
Maintenance note
completed Completed
Global Change Master Directory (GCMD) Science Keywords
  • EARTH SCIENCE > Biosphere > Aquatic Habitat > Coastal Habitat
  • EARTH SCIENCE > Biosphere > Ecological Dynamics > Feeding Habitat
  • EARTH SCIENCE > Biosphere > Ecological Dynamics > Population Dynamics
  • EARTH SCIENCE > Oceans > Marine Biology > Marine Mammals
Theme
  • Beluga
  • Delphinapterus leucas
  • Foraging ground
  • Remote Sensing
  • Satellite Imagery
  • Very High Resolution
Place
  • Northern Yugor Peninsula Russia
  • Baydaratskaya Bay Russia
GEMET - INSPIRE themes, version 1.0
  • Habitats and biotopes
  • Oceanographic geographical features
Access constraints
otherRestrictions Other restrictions
Other constraints
no limitations to public access
Access constraints
otherRestrictions Other restrictions
Other constraints
no limitations
Use constraints
license License
Other constraints
Open Government Licence v3.0
Use constraints
otherRestrictions Other restrictions
Other constraints
This data is governed by the NERC Data Policy: https://www.ukri.org/who-we-are/nerc/our-policies-and-standards/nerc-data-policy/
Use constraints
otherRestrictions Other restrictions
Other constraints
This data is governed by the NERC data policy and supplied under Open Government Licence v.3
Use constraints
otherRestrictions Other restrictions
Other constraints
There are no access constraints on this dataset.
Unique resource identifier
url
Codespace
url
Association Type
crossReference Cross reference
Unique resource identifier
url
Codespace
url
Association Type
largerWorkCitation Larger work citation
Spatial representation type
textTable Text, table
Metadata language
engEnglish
Character set
utf8 UTF8
Topic category
  • Biota
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Begin date
2016-07-04
End date
2016-07-04
Supplemental Information
It is recommended that careful attention be paid to the contents of any data, and that the author be contacted with any questions regarding appropriate use. If you find any errors or omissions, please report them to polardatacentre@bas.ac.uk.
Date (Publication)
2008-11-12
Publisher
  European Petroleum Survey Group
https://www.epsg-registry.org/
Unique resource identifier
urn:ogc:def:crs:EPSG::3031
Version
6.18.3

Distributor

Distributor
  NERC EDS UK Polar Data Centre
British Antarctic Survey, High Cross, Madingley Road , Cambridge , Cambridgeshire , CB3 0ET , United Kingdom
+44 (0)1223 221400
https://www.bas.ac.uk/team/business-teams/information-services/uk-polar-data-centre/
Name
application/vnd.shp
Name
text/csv
Units of distribution
bytes
Transfer size
1153434
OnLine resource
Get Data ( WWW:LINK-1.0-http--link )

Download data

Units of distribution
bytes
Transfer size
1153434
OnLine resource
Get Data ( WWW:LINK-1.0-http--link )

Download data

Hierarchy level
dataset Dataset
Statement

Methodology:

Beluga whales were manually detected by scanning VHR satellite imagery obtained from the Maxar satellites WorldView-2 and -3. Single points were placed on the whales, and the attribute table was filled out to contain information on the certainty level (i.e. "definite", "probable", "possible") derived from the classification score assessed based on various criteria (i.e. body length, body width, body shape, body colour, fluke print, blow, contour, wake, after-breach, defecation, other disturbance, fluke, flipper, head callosities and mud trail), following Cubaynes et al. 2023. For additional details on attribute table definitions, please refer to the README affiliated with the shapefile data. For each annotated whale, there is information about the imagery analysed: the location, latitude and longitude (in decimal degrees and recorded using the same geographic coordinate system and projection as the satellite imagery), imagery ID, imagery date, type of satellite, spatial resolution, number of multispectral bands, product level and type (e.g., Standard2A). The 4th of July dataset is in the projection WGS 1984 UTM 41N and 9th of July dataset in WGS 1984 UTM 42N.

Data quality:

The satellite images were pansharpened using the ESRI pansharpening algorithm.

The attribute table includes fields to: specify the satellite image metadata; describe environmental conditions; describe the observed animal. Please refer to the README associated with the data for details.

File identifier
ae34b490-4838-4740-a78e-924d23dc5540 XML
Metadata language
engEnglish
Character set
utf8 UTF8
Hierarchy level
dataset Dataset
Hierarchy level name
dataset
Date stamp
2024-03-26
Metadata standard name
ISO 19115 Geographic Information - Metadata
Metadata standard version
ISO 19115:2003(E)
Point of contact
  NERC EDS UK Polar Data Centre
British Antarctic Survey, High Cross, Madingley Road , Cambridge , Cambridgeshire , CB3 0ET , United Kingdom
+44 (0)1223 221400
https://www.bas.ac.uk/team/business-teams/information-services/uk-polar-data-centre/
 
 

Overviews

Spatial extent

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Keywords

Beluga Delphinapterus leucas Foraging ground Remote Sensing Satellite Imagery Very High Resolution
GEMET - INSPIRE themes, version 1.0
Habitats and biotopes Oceanographic geographical features
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > Biosphere > Aquatic Habitat > Coastal Habitat EARTH SCIENCE > Biosphere > Ecological Dynamics > Feeding Habitat EARTH SCIENCE > Biosphere > Ecological Dynamics > Population Dynamics EARTH SCIENCE > Oceans > Marine Biology > Marine Mammals

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