Melt pond UNet for the segmentation of the Arctic area, Aug-Sept 2005
The dataset contains aerial photographs of Arctic sea ice obtained during the Healy-Oden Trans Arctic Expedition (HOTRAX) captured from a helicopter between 5 August and 30 September, 2005. A total of 1013 images were captured, but only 100 images were labeled. The subset of 100 images was created e...
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Arctic Data Center
2022
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Online Access: | https://doi.org/10.18739/A20G3H067 |
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dataone:doi:10.18739/A20G3H067 2023-11-08T14:14:15+01:00 Melt pond UNet for the segmentation of the Arctic area, Aug-Sept 2005 Aqsa Sultana Vijayan Asari Ivan Sudakow Ruixu Liu Denis Demchev Arctic Region ENVELOPE(100.114,100.114,76.2506,76.2506) BEGINDATE: 2022-06-01T00:00:00Z ENDDATE: 2022-06-01T00:00:00Z 2022-06-01T00:00:00Z https://doi.org/10.18739/A20G3H067 unknown Arctic Data Center Arctic Arctic meltpond segmentation Dataset 2022 dataone:urn:node:ARCTIC https://doi.org/10.18739/A20G3H067 2023-11-08T13:48:31Z The dataset contains aerial photographs of Arctic sea ice obtained during the Healy-Oden Trans Arctic Expedition (HOTRAX) captured from a helicopter between 5 August and 30 September, 2005. A total of 1013 images were captured, but only 100 images were labeled. The subset of 100 images was created exclusively for the purpose of segmenting sea ice, meltponds, and open water. Original images, labels, and code for segmentation are included in the above files. For dataset, refer site: Ivan Sudakow, Vijayan Asari, Ruixu Liu, & Denis Demchev. (2022). Melt pond from aerial photographs of the Healy–Oden Trans Arctic Expedition (HOTRAX) (1.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.6602409 Manuscript: I. Sudakow, V. K. Asari, R. Liu and D. Demchev, "MeltPondNet: A Swin Transformer U-Net for Detection of Melt Ponds on Arctic Sea Ice," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 15, pp. 8776-8784, 2022, doi: 10.1109/JSTARS.2022.3213192. Dataset Arctic Sea ice Arctic Data Center (via DataONE) Arctic ENVELOPE(100.114,100.114,76.2506,76.2506) |
institution |
Open Polar |
collection |
Arctic Data Center (via DataONE) |
op_collection_id |
dataone:urn:node:ARCTIC |
language |
unknown |
topic |
Arctic Arctic meltpond segmentation |
spellingShingle |
Arctic Arctic meltpond segmentation Aqsa Sultana Vijayan Asari Ivan Sudakow Ruixu Liu Denis Demchev Melt pond UNet for the segmentation of the Arctic area, Aug-Sept 2005 |
topic_facet |
Arctic Arctic meltpond segmentation |
description |
The dataset contains aerial photographs of Arctic sea ice obtained during the Healy-Oden Trans Arctic Expedition (HOTRAX) captured from a helicopter between 5 August and 30 September, 2005. A total of 1013 images were captured, but only 100 images were labeled. The subset of 100 images was created exclusively for the purpose of segmenting sea ice, meltponds, and open water. Original images, labels, and code for segmentation are included in the above files. For dataset, refer site: Ivan Sudakow, Vijayan Asari, Ruixu Liu, & Denis Demchev. (2022). Melt pond from aerial photographs of the Healy–Oden Trans Arctic Expedition (HOTRAX) (1.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.6602409 Manuscript: I. Sudakow, V. K. Asari, R. Liu and D. Demchev, "MeltPondNet: A Swin Transformer U-Net for Detection of Melt Ponds on Arctic Sea Ice," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 15, pp. 8776-8784, 2022, doi: 10.1109/JSTARS.2022.3213192. |
format |
Dataset |
author |
Aqsa Sultana Vijayan Asari Ivan Sudakow Ruixu Liu Denis Demchev |
author_facet |
Aqsa Sultana Vijayan Asari Ivan Sudakow Ruixu Liu Denis Demchev |
author_sort |
Aqsa Sultana |
title |
Melt pond UNet for the segmentation of the Arctic area, Aug-Sept 2005 |
title_short |
Melt pond UNet for the segmentation of the Arctic area, Aug-Sept 2005 |
title_full |
Melt pond UNet for the segmentation of the Arctic area, Aug-Sept 2005 |
title_fullStr |
Melt pond UNet for the segmentation of the Arctic area, Aug-Sept 2005 |
title_full_unstemmed |
Melt pond UNet for the segmentation of the Arctic area, Aug-Sept 2005 |
title_sort |
melt pond unet for the segmentation of the arctic area, aug-sept 2005 |
publisher |
Arctic Data Center |
publishDate |
2022 |
url |
https://doi.org/10.18739/A20G3H067 |
op_coverage |
Arctic Region ENVELOPE(100.114,100.114,76.2506,76.2506) BEGINDATE: 2022-06-01T00:00:00Z ENDDATE: 2022-06-01T00:00:00Z |
long_lat |
ENVELOPE(100.114,100.114,76.2506,76.2506) |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic Sea ice |
genre_facet |
Arctic Sea ice |
op_doi |
https://doi.org/10.18739/A20G3H067 |
_version_ |
1782012357812158464 |