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 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.

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Cite this as

Reil, Marlena, Huntemann, Marcus, Spreen, Gunnar (2024). Dataset: 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. https://doi.org/10.1594/PANGAEA.971908

DOI retrieved: 2024

Additional Info

Field Value
Imported on November 30, 2024
Last update November 30, 2024
License CC-BY-4.0
Source https://doi.org/10.1594/PANGAEA.971908
Author Reil, Marlena
Given Name Marlena
Family Name Reil
More Authors
Huntemann, Marcus
Spreen, Gunnar
Source Creation 2024
Publication Year 2024
Resource Type text/tab-separated-values - filename: Reil-etal_2024
Subject Areas
Name: Ecology

Name: Lithosphere

Related Identifiers
Title: The Expedition PS131 of the Research Vessel Polarstern to the Fram Strait in 2022
Identifier: https://doi.org/10.57738/BzPM_0770_2023
Type: DOI
Relation: References
Year: 2023
Source: Berichte zur Polar- und Meeresforschung = Reports on Polar and Marine Research
Authors: Kanzow Torsten , Reil Marlena , Reil Marlena , Spreen Gunnar , Huntemann Marcus , Buth Lena , Wilson Dennis , O2A Registry .

Title: Detection of Melt Ponds on Arctic Sea Ice from Infrared Images using U-net
Identifier: https://seaice.uni-bremen.de/fileadmin/theses_reports/Reil_Marlena-Bachelor_thesis_small.pdf
Type: DOI
Relation: References
Year: 2023
Source: University of Osnabrück in cooperation with University of Bremen
Authors: Kanzow Torsten , Reil Marlena , Reil Marlena , Spreen Gunnar , Huntemann Marcus , Buth Lena , Wilson Dennis , O2A Registry .

Title: Machine Learning for the Detection of Arctic Melt Ponds from Infrared Imagery
Identifier: https://www.climatechange.ai/papers/iclr2024/56
Type: DOI
Relation: References
Year: 2024
Source: Workshop paper at "Tackling Climate Change with Machine Learning", International Conference on Learning Representations (ICLR) 2024, Vienna, Austria and virtual
Authors: Kanzow Torsten , Reil Marlena , Reil Marlena , Spreen Gunnar , Huntemann Marcus , Buth Lena , Wilson Dennis , O2A Registry .

Title: Metadata for light optics Infrared VarioCAM HD head 680 at current version
Identifier: hdl:10013/sensor.0542bbfb-172a-496f-9bce-b21c59cd02c9
Type: DOI
Relation: References
Source: Alfred Wegener Institut Helmholtz Centre for Polar and Marine Research
Authors: Kanzow Torsten , Reil Marlena , Reil Marlena , Spreen Gunnar , Huntemann Marcus , Buth Lena , Wilson Dennis , O2A Registry .