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Floe-scale Fragmentation of Arctic Sea Ice 2013-2014

This dataset contains floe-scale fragmentation data derived from high-resolution satellite imagery from the USGS Global Fiducials Library. Individual sea ice floes were identified and tracked before and after fragmentation to study the fragmentation processes. The dataset includes floe-scale images, segmentation masks, and floe parameters. It can be used to investigate the fragmentation of Arctic sea ice during the spring breakup and summer melt seasons. The dataset was produced by the University of Huddersfield team.

NERC standard grant NE/V011693/1.

Simple

Date (Creation)
2025-04-15
Date (Revision)
2025-04-15
Date (Publication)
2025-04-15
Date (released)
2025-04-15
Edition
1.0
Unique resource identifier
https://doi.org/10.5285/17eeb01b-179e-4285-8619-734f390452ac
Codespace
doi
Unique resource identifier
GB/NERC/BAS/PDC/02046
Codespace
https://data.bas.ac.uk/
Unique resource identifier
NE/V011693/1
Codespace
award
Other citation details
Please cite this item as: Hwang, B., & Basu, R. (2025). Floe-scale Fragmentation of Arctic Sea Ice 2013-2014 (Version 1.0) [Data set]. NERC EDS UK Polar Data Centre. https://doi.org/10.5285/17eeb01b-179e-4285-8619-734f390452ac
Credit
No credit.
Status
completed Completed
Author
  University of Huddersfield - Hwang, Byongjun ( Researcher )
Author
  University of Huddersfield - Basu, Rajlaxmi ( 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 > Sea Ice > Ice Extent
  • EARTH SCIENCE > Cryosphere > Sea Ice > Ice Floes
  • EARTH SCIENCE > Oceans > Sea Ice > Ice Extent
  • EARTH SCIENCE > Oceans > Sea Ice > Ice Floes
Theme
  • Arctic
  • cracks
  • floe-scale
  • fragmentation
  • leads
  • melt
  • melt ponds
  • sea ice
  • spring breakup
Place
  • Beaufort Sea, Arctic Ocean Arctic
GEMET - INSPIRE themes, version 1.0
  • 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
Data supplied under Open Government Licence v3.0
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
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
url
Codespace
url
Association Type
dependency dependency
Unique resource identifier
url
Codespace
url
Association Type
dependency dependency
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
  • Imagery base maps earth cover
  • Inland waters
  • Oceans
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Begin date
2013-06-01
End date
2014-08-14
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
image/png
Name
image/tiff
Name
text/plain
Name
text/csv
Units of distribution
bytes
Transfer size
84724941
OnLine resource
Get Data ( WWW:LINK-1.0-http--link )

Download data

Units of distribution
bytes
Transfer size
84724941
OnLine resource
Get Data ( WWW:LINK-1.0-http--link )

Download data

Units of distribution
bytes
Transfer size
84724941
OnLine resource
Get Data ( WWW:LINK-1.0-http--link )

Download data

Units of distribution
bytes
Transfer size
84724941
OnLine resource
Get Data ( WWW:LINK-1.0-http--link )

Download data

Hierarchy level
dataset Dataset
Statement

Methodology:

The floe-scale fragmentation data were derived from high-resolution satellite imagery provided by the USGS Global Fiducials Library (GFL). The original images were cropped to the individual floe scale so that each floe could be clearly identified. These GFL images were acquired by tracking drifting buoys, allowing us to identify the same floe across a sequence of images. In this way, we could observe the floe before and after the fragmentation event. Identifying the same floe was done manually by searching through the images based on floe and melt pond patterns.

Once the floe-scale images were created, we used OpenCV drawing tool in CVAT AI (www.cvat.ai) to delineate the boundaries of the floes. The results were exported as segmentation masks, which were analysed by a MATLAB code to calculate floe parameters including the size, area, perimeter, shape factor and circularity of the floes.

The data are organised according to the buoys that the images were tracking - IABP123530, MIZ Cluster 3, MIZ Cluster 4, and MIZ Cluster 2.

IABP123530 is the buoy ID used in the USGS GFL data portal. This corresponds to IABP Buoy ID 300025010123530 on the IABP website. This buoy is co-located with CRREL IMB ID 2012L.

MIZ Cluster 3 is the second northernmost cluster of drifting buoys deployed during the ONR MIZ program. The co-located buoys are WHOI ITP (ID: ITP78), AWS 3, and IMB 4 (see ONR MIZ website).

MIZ Cluster 4 is the northernmost cluster of drifting buoys deployed during the ONR MIZ program. The co-located buoys are WHOI ITP (ID: ITP79), AWS 4, and IMB 9 (see ONR MIZ website).

MIZ Cluster 2 is the second southernmost cluster of drifting buoys deployed during the ONR MIZ program. The co-located buoys are WHOI ITP (ID: ITP77), AWS 2, and IMB 17 (see ONR MIZ website).

The spatial coverage of the dataset covers the Beaufort Sea. Latitude and longitude coordinates for each floe are provided in CSV files in the floe_parameter folder.

Data collection:

Characteristics of satellite imagery data used to derive the FSD data are described below.

USGS GGFL: 1-m resolution visible (panchromatic) satellite imagery from the USGS Global Fiducials Library (GFL) (www.glf.usgs.gov), declassified by the MEDEA group.

Data quality:

The data quality was checked by manually inspecting each image. It should be noted that some of the fragments in the post-fragmentation images could not be identified. Some were too small, while others were difficult to distinguish based on floe and melt pond patterns. The delineation of the floe boundaries was performed using the OpenCV tool (CVAT AI). The delineation was relatively accurate for large floes, but the accuracy decreased for smaller floes.

File identifier
17eeb01b-179e-4285-8619-734f390452ac XML
Metadata language
engEnglish
Character set
utf8 UTF8
Hierarchy level
dataset Dataset
Hierarchy level name
dataset
Date stamp
2025-04-15
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

Arctic cracks floe-scale fragmentation leads melt melt ponds sea ice spring breakup
GEMET - INSPIRE themes, version 1.0
Oceanographic geographical features
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > Cryosphere > Sea Ice > Ice Extent EARTH SCIENCE > Cryosphere > Sea Ice > Ice Floes EARTH SCIENCE > Oceans > Sea Ice > Ice Extent EARTH SCIENCE > Oceans > Sea Ice > Ice Floes

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