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Sentinel-2 imagery, S6, south-west Greenland, July 2017: Broadband albedo and surface type classification

This dataset consists of (1) broadband albedo calculated using a narrowband-to-broadband approximation and (2) surface type classification into snow, clean ice, light algae, heavy algae, cryoconite and water, as determined by a supervised classification algorithm, as applied to Sentinel-2 overpasses of S6, K-transect, south-west Greenland on 20 and 21 July 2017.

Funding was provided by the NERC standard grant NE/M021025/1.

Simple

Date (Creation)
2020-01-08
Date (Revision)
2020-01-08
Date (Publication)
2020-01-08
Date (released)
2020-01-08
Edition
1.0
Unique resource identifier
https://doi.org/10.5285/8e0a573d-61a4-4a6f-9fca-fc34cbd5fb45
Codespace
doi
Unique resource identifier
GB/NERC/BAS/PDC/01292
Codespace
https://data.bas.ac.uk/
Unique resource identifier
NE/M021025/1
Codespace
award
Other citation details
Please cite this item as: Tedstone, A., & Cook, J. (2020). Sentinel-2 imagery, S6, south-west Greenland, July 2017: Broadband albedo and surface type classification (Version 1.0) [Data set]. UK Polar Data Centre, Natural Environment Research Council, UK Research & Innovation. https://doi.org/10.5285/8e0a573d-61a4-4a6f-9fca-fc34cbd5fb45
Credit
No credit.
Status
completed Completed
Author
  University of Bristol - Tedstone, Andrew ( Researcher )
Author
  University of Sheffield - Cook, Joseph ( 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 > Cryosphere > Glaciers/Ice Sheets > Ice Sheets
  • EARTH SCIENCE > Cryosphere > Snow/Ice > Albedo
  • EARTH SCIENCE > Land Surface > Land Use/Land Cover > Land Cover
  • EARTH SCIENCE > Land Surface > Surface Radiative Properties > Albedo
Theme
  • UAS
  • albedo
  • ice
  • remote sensing
Place
  • S6, K-Transect, south-west Greenland Ice Sheet Greenland
GEMET - INSPIRE themes, version 1.0
  • Elevation
  • Meteorological geographical features
  • Land cover
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
No restrictions apply.
Unique resource identifier
url
Codespace
url
Association Type
crossReference Cross reference
Unique resource identifier
url
Codespace
url
Association Type
crossReference Cross reference
Unique resource identifier
url
Codespace
url
Association Type
crossReference Cross reference
Unique resource identifier
doi
Codespace
doi
Association Type
crossReference Cross reference
Unique resource identifier
url
Codespace
url
Association Type
largerWorkCitation Larger work citation
Unique resource identifier
url
Codespace
url
Association Type
crossReference Cross reference
Unique resource identifier
doi
Codespace
doi
Association Type
crossReference Cross reference
Spatial representation type
textTable Text, table
Metadata language
engEnglish
Character set
utf8 UTF8
Topic category
  • Environment
  • Imagery base maps earth cover
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S
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W
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Begin date
2017-07-20
End date
2017-07-21
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/x-hdf
Name
application/netcdf
Units of distribution
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Transfer size
282381517
OnLine resource
Get Data ( WWW:LINK-1.0-http--link )

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Transfer size
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OnLine resource
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Hierarchy level
dataset Dataset
Statement

Methodology:

Sentinel-2 imagery (European Space Agency) downloaded from Sinergise, Slovenia and converted from L1C to L2A reflectance using ESA Sen2Cor at 20 m resolution. Reflectance data ingested into a Random Forests classifier which was first trained on field data acquired in "Multi-spectral unmanned aerial system imagery, S6, south-west Greenland, July 2017: Levels 2 (ground reflectance) and 3 (broadband albedo and surface type classification)" (DOI: 10.5285/77ca631f-a3a4-4f26-bc90-57bb17baa6fc), in order to generate classification maps of ice sheet surface type across the study area. A narrowband-to-broadband albedo conversion was also applied following Liang (2001, Remote Sensing of Environment).

Data collection:

Instrumentation:

MicaSense RedEdge multispectral camera integrated onto Steadidrone Mavrik-M quadcopter.

ASD FieldSpec Pro 3.

Data quality:

Good. Sentinel-2 acquisitions used were clear-sky over study area of interest. See Tedstone et al. (2020, TC) for details of classifier algorithm accuracy.

File identifier
8e0a573d-61a4-4a6f-9fca-fc34cbd5fb45 XML
Metadata language
engEnglish
Character set
utf8 UTF8
Hierarchy level
dataset Dataset
Hierarchy level name
dataset
Date stamp
2020-01-08
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/
 
 

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Spatial extent

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Keywords

UAS albedo ice remote sensing
GEMET - INSPIRE themes, version 1.0
Elevation Land cover Meteorological geographical features
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > Cryosphere > Glaciers/Ice Sheets > Ice Sheets EARTH SCIENCE > Cryosphere > Snow/Ice > Albedo EARTH SCIENCE > Land Surface > Land Use/Land Cover > Land Cover EARTH SCIENCE > Land Surface > Surface Radiative Properties > Albedo

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