Helicopter-borne melt pond, sea ice, and ocean surface temperatures with surface type classifications during the Polarstern PS131 ATWAICE expedition in the Arctic during summer 2022

We provide 1 m resolution airborne thermal infrared imagery that captures sea ice, melt pond, and ocean surface temperatures during the Arctic summer in 2022. The data were acquired during the RV Polarstern PS131 ATWAICE expedition in the marginal sea ice zone of the Fram Strait region and north of...

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Bibliographic Details
Main Authors: Reil, Marlena, Huntemann, Marcus, Spreen, Gunnar
Format: Dataset
Language:English
Published: PANGAEA 2024
Subjects:
AC3
Online Access:https://doi.pangaea.de/10.1594/PANGAEA.971908
https://doi.org/10.1594/PANGAEA.971908
id ftpangaea:oai:pangaea.de:doi:10.1594/PANGAEA.971908
record_format openpolar
spelling ftpangaea:oai:pangaea.de:doi:10.1594/PANGAEA.971908 2024-09-15T17:51:24+00:00 Helicopter-borne melt pond, sea ice, and ocean surface temperatures with surface type classifications during the Polarstern PS131 ATWAICE expedition in the Arctic during summer 2022 Reil, Marlena Huntemann, Marcus Spreen, Gunnar MEDIAN LATITUDE: 80.755846 * MEDIAN LONGITUDE: 4.255231 * SOUTH-BOUND LATITUDE: 75.883000 * WEST-BOUND LONGITUDE: -15.639000 * NORTH-BOUND LATITUDE: 82.770000 * EAST-BOUND LONGITUDE: 10.033000 * DATE/TIME START: 2022-07-13T07:53:54 * DATE/TIME END: 2022-08-08T08:49:08 2024 text/tab-separated-values, 26 data points https://doi.pangaea.de/10.1594/PANGAEA.971908 https://doi.org/10.1594/PANGAEA.971908 en eng PANGAEA Kanzow, Torsten (2023): The Expedition PS131 of the Research Vessel Polarstern to the Fram Strait in 2022. Berichte zur Polar- und Meeresforschung = Reports on Polar and Marine Research, 770, 320 pp, https://doi.org/10.57738/BzPM_0770_2023 Reil, Marlena (2023): Detection of Melt Ponds on Arctic Sea Ice from Infrared Images using U-net [thesis]. University of Osnabrück in cooperation with University of Bremen, https://seaice.uni-bremen.de/fileadmin/theses_reports/Reil_Marlena-Bachelor_thesis_small.pdf Reil, Marlena; Spreen, Gunnar; Huntemann, Marcus; Buth, Lena; Wilson, Dennis (2024): Machine Learning for the Detection of Arctic Melt Ponds from Infrared Imagery. Workshop paper at "Tackling Climate Change with Machine Learning", International Conference on Learning Representations (ICLR) 2024, Vienna, Austria and virtual, https://www.climatechange.ai/papers/iclr2024/56 O2A Registry: Metadata for light optics Infrared VarioCAM HD head 680 at current version. Alfred Wegener Institut Helmholtz Centre for Polar and Marine Research, hdl:10013/sensor.0542bbfb-172a-496f-9bce-b21c59cd02c9 https://doi.pangaea.de/10.1594/PANGAEA.971908 https://doi.org/10.1594/PANGAEA.971908 CC-BY-4.0: Creative Commons Attribution 4.0 International Access constraints: unrestricted info:eu-repo/semantics/openAccess AC3 airborne Arctic Arctic Amplification ATWAICE Comment of event Date/Time of event Event label HELI Helicopter melt ponds netCDF file netCDF file (File Size) Polarstern PS131 PS131_HELI220713T0753 PS131_HELI220713T1045 PS131_HELI220717T0759 PS131_HELI220717T1223 PS131_HELI220718T0812 PS131_HELI220718T1429 PS131_HELI220719T1049 PS131_HELI220719T1120 PS131_HELI220724T1313 PS131_HELI220730T0428 PS131_HELI220730T0852 PS131_HELI220730T1114 PS131_HELI220808T0849 Sea ice Surface Temperature dataset 2024 ftpangaea https://doi.org/10.1594/PANGAEA.97190810.57738/BzPM_0770_2023 2024-08-27T23:49:29Z We provide 1 m resolution airborne thermal infrared imagery that captures sea ice, melt pond, and ocean surface temperatures during the Arctic summer in 2022. The data were acquired during the RV Polarstern PS131 ATWAICE expedition in the marginal sea ice zone of the Fram Strait region and north of it in July and August 2022. A total of 16 flights were conducted with an InfraTec Vario-CAM HD head 680 camera at a typical altitude of 300 m. Each image records the broadband infrared radiation (7.5 μm to 14 μm). The data is stored in NetCDF format, with one file per flight and 640x480 pixels per image at an acquisition frequency of 4 Hz (i.e., images have significant overlap). The data has been corrected for image gradients caused by the lens and sea ice drift during the flight. These data can be used to better understand sea ice surface temperatures and melt pond distribution. In addition, we provide a processed version where the surface temperatures are classified into sea ice, melt pond, and ocean surface types using a deep learning based model. Dataset Arctic Berichte zur Polar- und Meeresforschung Fram Strait Reports on Polar and Marine Research Sea ice PANGAEA - Data Publisher for Earth & Environmental Science ENVELOPE(-15.639000,10.033000,82.770000,75.883000)
institution Open Polar
collection PANGAEA - Data Publisher for Earth & Environmental Science
op_collection_id ftpangaea
language English
topic AC3
airborne
Arctic
Arctic Amplification
ATWAICE
Comment of event
Date/Time of event
Event label
HELI
Helicopter
melt ponds
netCDF file
netCDF file (File Size)
Polarstern
PS131
PS131_HELI220713T0753
PS131_HELI220713T1045
PS131_HELI220717T0759
PS131_HELI220717T1223
PS131_HELI220718T0812
PS131_HELI220718T1429
PS131_HELI220719T1049
PS131_HELI220719T1120
PS131_HELI220724T1313
PS131_HELI220730T0428
PS131_HELI220730T0852
PS131_HELI220730T1114
PS131_HELI220808T0849
Sea ice
Surface Temperature
spellingShingle AC3
airborne
Arctic
Arctic Amplification
ATWAICE
Comment of event
Date/Time of event
Event label
HELI
Helicopter
melt ponds
netCDF file
netCDF file (File Size)
Polarstern
PS131
PS131_HELI220713T0753
PS131_HELI220713T1045
PS131_HELI220717T0759
PS131_HELI220717T1223
PS131_HELI220718T0812
PS131_HELI220718T1429
PS131_HELI220719T1049
PS131_HELI220719T1120
PS131_HELI220724T1313
PS131_HELI220730T0428
PS131_HELI220730T0852
PS131_HELI220730T1114
PS131_HELI220808T0849
Sea ice
Surface Temperature
Reil, Marlena
Huntemann, Marcus
Spreen, Gunnar
Helicopter-borne melt pond, sea ice, and ocean surface temperatures with surface type classifications during the Polarstern PS131 ATWAICE expedition in the Arctic during summer 2022
topic_facet AC3
airborne
Arctic
Arctic Amplification
ATWAICE
Comment of event
Date/Time of event
Event label
HELI
Helicopter
melt ponds
netCDF file
netCDF file (File Size)
Polarstern
PS131
PS131_HELI220713T0753
PS131_HELI220713T1045
PS131_HELI220717T0759
PS131_HELI220717T1223
PS131_HELI220718T0812
PS131_HELI220718T1429
PS131_HELI220719T1049
PS131_HELI220719T1120
PS131_HELI220724T1313
PS131_HELI220730T0428
PS131_HELI220730T0852
PS131_HELI220730T1114
PS131_HELI220808T0849
Sea ice
Surface Temperature
description We provide 1 m resolution airborne thermal infrared imagery that captures sea ice, melt pond, and ocean surface temperatures during the Arctic summer in 2022. The data were acquired during the RV Polarstern PS131 ATWAICE expedition in the marginal sea ice zone of the Fram Strait region and north of it in July and August 2022. A total of 16 flights were conducted with an InfraTec Vario-CAM HD head 680 camera at a typical altitude of 300 m. Each image records the broadband infrared radiation (7.5 μm to 14 μm). The data is stored in NetCDF format, with one file per flight and 640x480 pixels per image at an acquisition frequency of 4 Hz (i.e., images have significant overlap). The data has been corrected for image gradients caused by the lens and sea ice drift during the flight. These data can be used to better understand sea ice surface temperatures and melt pond distribution. In addition, we provide a processed version where the surface temperatures are classified into sea ice, melt pond, and ocean surface types using a deep learning based model.
format Dataset
author Reil, Marlena
Huntemann, Marcus
Spreen, Gunnar
author_facet Reil, Marlena
Huntemann, Marcus
Spreen, Gunnar
author_sort Reil, Marlena
title Helicopter-borne melt pond, sea ice, and ocean surface temperatures with surface type classifications during the Polarstern PS131 ATWAICE expedition in the Arctic during summer 2022
title_short Helicopter-borne melt pond, sea ice, and ocean surface temperatures with surface type classifications during the Polarstern PS131 ATWAICE expedition in the Arctic during summer 2022
title_full Helicopter-borne melt pond, sea ice, and ocean surface temperatures with surface type classifications during the Polarstern PS131 ATWAICE expedition in the Arctic during summer 2022
title_fullStr Helicopter-borne melt pond, sea ice, and ocean surface temperatures with surface type classifications during the Polarstern PS131 ATWAICE expedition in the Arctic during summer 2022
title_full_unstemmed Helicopter-borne melt pond, sea ice, and ocean surface temperatures with surface type classifications during the Polarstern PS131 ATWAICE expedition in the Arctic during summer 2022
title_sort helicopter-borne melt pond, sea ice, and ocean surface temperatures with surface type classifications during the polarstern ps131 atwaice expedition in the arctic during summer 2022
publisher PANGAEA
publishDate 2024
url https://doi.pangaea.de/10.1594/PANGAEA.971908
https://doi.org/10.1594/PANGAEA.971908
op_coverage MEDIAN LATITUDE: 80.755846 * MEDIAN LONGITUDE: 4.255231 * SOUTH-BOUND LATITUDE: 75.883000 * WEST-BOUND LONGITUDE: -15.639000 * NORTH-BOUND LATITUDE: 82.770000 * EAST-BOUND LONGITUDE: 10.033000 * DATE/TIME START: 2022-07-13T07:53:54 * DATE/TIME END: 2022-08-08T08:49:08
long_lat ENVELOPE(-15.639000,10.033000,82.770000,75.883000)
genre Arctic
Berichte zur Polar- und Meeresforschung
Fram Strait
Reports on Polar and Marine Research
Sea ice
genre_facet Arctic
Berichte zur Polar- und Meeresforschung
Fram Strait
Reports on Polar and Marine Research
Sea ice
op_relation Kanzow, Torsten (2023): The Expedition PS131 of the Research Vessel Polarstern to the Fram Strait in 2022. Berichte zur Polar- und Meeresforschung = Reports on Polar and Marine Research, 770, 320 pp, https://doi.org/10.57738/BzPM_0770_2023
Reil, Marlena (2023): Detection of Melt Ponds on Arctic Sea Ice from Infrared Images using U-net [thesis]. University of Osnabrück in cooperation with University of Bremen, https://seaice.uni-bremen.de/fileadmin/theses_reports/Reil_Marlena-Bachelor_thesis_small.pdf
Reil, Marlena; Spreen, Gunnar; Huntemann, Marcus; Buth, Lena; Wilson, Dennis (2024): Machine Learning for the Detection of Arctic Melt Ponds from Infrared Imagery. Workshop paper at "Tackling Climate Change with Machine Learning", International Conference on Learning Representations (ICLR) 2024, Vienna, Austria and virtual, https://www.climatechange.ai/papers/iclr2024/56
O2A Registry: Metadata for light optics Infrared VarioCAM HD head 680 at current version. Alfred Wegener Institut Helmholtz Centre for Polar and Marine Research, hdl:10013/sensor.0542bbfb-172a-496f-9bce-b21c59cd02c9
https://doi.pangaea.de/10.1594/PANGAEA.971908
https://doi.org/10.1594/PANGAEA.971908
op_rights CC-BY-4.0: Creative Commons Attribution 4.0 International
Access constraints: unrestricted
info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.1594/PANGAEA.97190810.57738/BzPM_0770_2023
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