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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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 |
_version_ |
1810293289905029120 |