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

DOI

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.

The processing code is available in this GitHub repository: https://github.com/marlens123/autoSAM_pond_segmentation/. More information about the infrared camera can be found on the AWI Sensor Web at https://hdl.handle.net/10013/sensor.0542bbfb-172a-496f-9bce-b21c59cd02c9.

Identifier
DOI https://doi.org/10.1594/PANGAEA.971908
Related Identifier References https://doi.org/10.57738/BzPM_0770_2023
Related Identifier References https://seaice.uni-bremen.de/fileadmin/theses_reports/Reil_Marlena-Bachelor_thesis_small.pdf
Related Identifier References https://www.climatechange.ai/papers/iclr2024/56
Metadata Access https://ws.pangaea.de/oai/provider?verb=GetRecord&metadataPrefix=datacite4&identifier=oai:pangaea.de:doi:10.1594/PANGAEA.971908
Provenance
Creator Reil, Marlena ORCID logo; Huntemann, Marcus; Spreen, Gunnar ORCID logo
Publisher PANGAEA
Publication Year 2024
Funding Reference Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Bremerhaven https://doi.org/10.13039/501100003207 Crossref Funder ID AWI_PS131_02 Ice; German Research Foundation https://doi.org/10.13039/501100001659 Crossref Funder ID 268020496 https://gepris.dfg.de/gepris/projekt/268020496 TRR 172: ArctiC Amplification: Climate Relevant Atmospheric and SurfaCe Processes, and Feedback Mechanisms
Rights Creative Commons Attribution 4.0 International; https://creativecommons.org/licenses/by/4.0/
OpenAccess true
Representation
Resource Type Dataset
Format text/tab-separated-values
Size 26 data points
Discipline Earth System Research
Spatial Coverage (-15.639W, 75.883S, 10.033E, 82.770N)
Temporal Coverage Begin 2022-07-13T07:53:54Z
Temporal Coverage End 2022-08-08T08:49:08Z