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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
Point of contact
Organisation name Individual name Electronic mail address Role
University of Huddersfield Hwang, Byongjun Author
University of Huddersfield Basu, Rajlaxmi Author
NERC EDS UK Polar Data Centre

PDCServiceDesk@bas.ac.uk

Point of contact
Maintenance and update frequency
As needed
Maintenance note
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
Other restrictions
Other constraints
no limitations to public access
Access constraints
Other restrictions
Other constraints
no limitations
Use constraints
License
Other constraints
Open Government Licence v3.0
Use constraints
Other restrictions
Other constraints

Data supplied under Open Government Licence v3.0

Use constraints
Other restrictions
Other constraints

No restrictions apply.

Unique resource identifier
url
Codespace

url

Association Type
Cross reference
Unique resource identifier
url
Codespace

url

Association Type
Cross reference
Unique resource identifier
url
Codespace

url

Association Type
Cross reference
Unique resource identifier
url
Codespace

url

Association Type
Cross reference
Unique resource identifier
url
Codespace

url

Association Type
Cross reference
Unique resource identifier
url
Codespace

url

Association Type
Cross reference
Unique resource identifier
url
Codespace

url

Association Type
dependency
Unique resource identifier
url
Codespace

url

Association Type
dependency
Unique resource identifier
url
Codespace

url

Association Type
Larger work citation
Spatial representation type
Text, table
Language
English
Character set
UTF8
Topic category
  • Imagery base maps earth cover
  • Inland waters
  • Oceans
N
S
E
W
thumbnail




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.

Title

European Petroleum Survey Group (EPSG) Geodetic Parameter Registry

Date (Publication)
2008-11-12
Cited responsible party
Organisation name Individual name Electronic mail address Role

European Petroleum Survey Group

EPSGadministrator@iogp.org

Publisher
Unique resource identifier
urn:ogc:def:crs:EPSG::3031
Version

6.18.3

Distributor

Distributor contact
Organisation name Individual name Electronic mail address Role
NERC EDS UK Polar Data Centre

PDCServiceDesk@bas.ac.uk

Distributor
Distributor format
Name Version
image/png
image/tiff
text/plain
text/csv
Units of distribution

bytes

Transfer size
84724941
OnLine resource
Protocol Linkage Name

WWW:LINK-1.0-http--link

http://ramadda.data.bas.ac.uk/repository/entry/show?entryid=17eeb01b-179e-4285-8619-734f390452ac

Get Data

Units of distribution

bytes

Transfer size
84724941
OnLine resource
Protocol Linkage Name

WWW:LINK-1.0-http--link

http://ramadda.data.bas.ac.uk/repository/entry/show?entryid=17eeb01b-179e-4285-8619-734f390452ac

Get Data

Units of distribution

bytes

Transfer size
84724941
OnLine resource
Protocol Linkage Name

WWW:LINK-1.0-http--link

http://ramadda.data.bas.ac.uk/repository/entry/show?entryid=17eeb01b-179e-4285-8619-734f390452ac

Get Data

Units of distribution

bytes

Transfer size
84724941
OnLine resource
Protocol Linkage Name

WWW:LINK-1.0-http--link

http://ramadda.data.bas.ac.uk/repository/entry/show?entryid=17eeb01b-179e-4285-8619-734f390452ac

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Hierarchy level
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.

Metadata

File identifier
17eeb01b-179e-4285-8619-734f390452ac XML
Metadata language
English
Character set
UTF8
Hierarchy level
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)

Metadata author
Organisation name Individual name Electronic mail address Role
NERC EDS UK Polar Data Centre

polardatacentre@bas.ac.uk

Point of contact
 
 

Overviews

Spatial extent

thumbnail

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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