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Whales from Space Database: Image chips

Monitoring whales in remote regions is important for their conservation, using traditional survey platforms (boat and plane) is logistically difficult. The use of very high-resolution satellite imagery to survey whales, particularly in remote regions, is gaining interest and momentum. However, development is hindered by the lack of automated systems to detect whales. Such a system requires an open source library containing examples of whales and confounding features in satellite imagery. Here we present such a database, created by surveying 6,300 km2 of satellite imagery in various regions across the globe, which allowed us to detect 633 whale objects.

This dataset contains image chips as png files.

Funding was provided from a BAS Innovation Voucher.

Simple

Alternate title
Polar Data Centre (PDC) record GB/NERC/BAS/PDC/01592
Date (Publication)
2023-11-15
Identifier
http://www.antarctica.ac.uk/dms/metadata.php?id= / GB/NERC/BAS/PDC/01592
Custodian
  British Antarctic Survey
High Cross, Madingley Road , Cambridge , CB3 0ET , UK
+44 (0)1223 221400
Originator
  NERC EDS UK Polar Data Centre - Cubaynes, H., & Fretwell, P.
High Cross, Madingley , Cambridge , CB3 0ET , UK
+44 (0)1223 221400
Maintenance and update frequency
unknown Unknown
Keywords
  • NDGO0001
NERC OAI Harvesting
  • NERC_DDC
GCMD Parameter Valids
  • EARTH SCIENCE > Oceans > Marine Biology > Marine Mammals
  • EARTH SCIENCE > Oceans > Marine Environment Monitoring
BAS Free-text keywords
  • Cetacean
  • computer vision
  • machine learning
  • remote sensing
  • training data
  • very high-resolution satellite imagery
  • whale
Use limitation

Data released under the Maxar Technologies group license (https://www.maxar.com/legal/group-license).

All images are protected by the Maxar Technologies copyright.

Imagery courtesy of Maxar Technologies.

Access constraints
otherRestrictions Other restrictions
Other constraints

Data released under the Maxar Technologies group license (https://www.maxar.com/legal/group-license).

All images are protected by the Maxar Technologies copyright.

Imagery courtesy of Maxar Technologies.

Metadata language
EnglishEnglish
Topic category
  • Biota
  • Environment
  • Oceans
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Begin date
2006-08-12
End date
2017-02-20
Reference system identifier
OGP / urn:ogc:def:crs:EPSG::4326
Distribution format
Distributor
  Polar Data Centre - British Antarctic Survey
+44 (0)1223 221400
Protocol
http
Name
GET DATA
Function
download Download
Hierarchy level
dataset Dataset

Domain consistency

Measure identification
INSPIRE / Conformity_001

Conformance result

Date
Explanation
See the referenced specification
Pass
No
Statement
Used Cubaynes et al 2019 to assign a confidence level to the whale-objects detected and listed in the database.
File identifier
GB_NERC_BAS_PDC_01592 XML
Metadata language
EnglishEnglish
Hierarchy level
dataset Dataset
Date stamp
2023-11-15
Metadata standard name
NERC profile of ISO19115:2003
Metadata standard version
1.0
Point of contact
  British Antarctic Survey
+44 (0)1223 221400
Dataset URI
http://www.antarctica.ac.uk/dms/metadata.php?id=GB/NERC/BAS/PDC/01592
 
 

Overviews

Spatial extent

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W
thumbnail


Keywords


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