Datasets for "Where the White Continent is blue: deep learning locates bare ice in Antarctica" ...
This archive provides datasets related to the following manuscript: V. Tollenaar, H. Zekollari, F. Pattyn, M. Rußwurm, B. Kellenberger, S. Lhermitte, M. Izeboud, D. Tuia, Where the White Continent is blue: deep learning locates bare ice in Antarctica, [Paper # 2023GL106285] Contact: Veronica Tollena...
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Online Access: | https://dx.doi.org/10.5281/zenodo.8333864 https://zenodo.org/record/8333864 |
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ftdatacite:10.5281/zenodo.8333864 2023-11-05T03:33:16+01:00 Datasets for "Where the White Continent is blue: deep learning locates bare ice in Antarctica" ... Tollenaar, Veronica Zekollari, Harry Pattyn, Frank Rußwurm, Marc Kellenberger, Benjamin Lhermitte, Stef Izeboud, Maaike Tuia, Devis 2023 https://dx.doi.org/10.5281/zenodo.8333864 https://zenodo.org/record/8333864 unknown Zenodo https://dx.doi.org/10.5281/zenodo.8333865 Restricted Access info:eu-repo/semantics/restrictedAccess blue ice areas Antarctica Dataset dataset 2023 ftdatacite https://doi.org/10.5281/zenodo.833386410.5281/zenodo.8333865 2023-10-09T10:51:01Z This archive provides datasets related to the following manuscript: V. Tollenaar, H. Zekollari, F. Pattyn, M. Rußwurm, B. Kellenberger, S. Lhermitte, M. Izeboud, D. Tuia, Where the White Continent is blue: deep learning locates bare ice in Antarctica, [Paper # 2023GL106285] Contact: Veronica Tollenaar, Veronica.Tollenaar@ulb.be Data is provided for review and should not be shared. About the datasets: it includes the seven-band MODIS composite ("merged_bands_composite3031080910.tif"), the outlines of our set of training ("train_squares.zip"), validation ("validation_squares.zip"), and testing regions ("test_squares.zip"), the predictions on the presence of blue ice ("final_map.nc"), the corresponding uncertainty estimates ("final_map.nc"), and the smoothed blue ice area outlines ("smoothed_BIAs.zip"). References to the literature are provided in the corresponding manuscript. - final_map.nc: netcdf in which the band "mean" represents the predictions on the presence of blue ice, and the band "std" the ... Dataset Antarc* Antarctica DataCite Metadata Store (German National Library of Science and Technology) |
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Open Polar |
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DataCite Metadata Store (German National Library of Science and Technology) |
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unknown |
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blue ice areas Antarctica |
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blue ice areas Antarctica Tollenaar, Veronica Zekollari, Harry Pattyn, Frank Rußwurm, Marc Kellenberger, Benjamin Lhermitte, Stef Izeboud, Maaike Tuia, Devis Datasets for "Where the White Continent is blue: deep learning locates bare ice in Antarctica" ... |
topic_facet |
blue ice areas Antarctica |
description |
This archive provides datasets related to the following manuscript: V. Tollenaar, H. Zekollari, F. Pattyn, M. Rußwurm, B. Kellenberger, S. Lhermitte, M. Izeboud, D. Tuia, Where the White Continent is blue: deep learning locates bare ice in Antarctica, [Paper # 2023GL106285] Contact: Veronica Tollenaar, Veronica.Tollenaar@ulb.be Data is provided for review and should not be shared. About the datasets: it includes the seven-band MODIS composite ("merged_bands_composite3031080910.tif"), the outlines of our set of training ("train_squares.zip"), validation ("validation_squares.zip"), and testing regions ("test_squares.zip"), the predictions on the presence of blue ice ("final_map.nc"), the corresponding uncertainty estimates ("final_map.nc"), and the smoothed blue ice area outlines ("smoothed_BIAs.zip"). References to the literature are provided in the corresponding manuscript. - final_map.nc: netcdf in which the band "mean" represents the predictions on the presence of blue ice, and the band "std" the ... |
format |
Dataset |
author |
Tollenaar, Veronica Zekollari, Harry Pattyn, Frank Rußwurm, Marc Kellenberger, Benjamin Lhermitte, Stef Izeboud, Maaike Tuia, Devis |
author_facet |
Tollenaar, Veronica Zekollari, Harry Pattyn, Frank Rußwurm, Marc Kellenberger, Benjamin Lhermitte, Stef Izeboud, Maaike Tuia, Devis |
author_sort |
Tollenaar, Veronica |
title |
Datasets for "Where the White Continent is blue: deep learning locates bare ice in Antarctica" ... |
title_short |
Datasets for "Where the White Continent is blue: deep learning locates bare ice in Antarctica" ... |
title_full |
Datasets for "Where the White Continent is blue: deep learning locates bare ice in Antarctica" ... |
title_fullStr |
Datasets for "Where the White Continent is blue: deep learning locates bare ice in Antarctica" ... |
title_full_unstemmed |
Datasets for "Where the White Continent is blue: deep learning locates bare ice in Antarctica" ... |
title_sort |
datasets for "where the white continent is blue: deep learning locates bare ice in antarctica" ... |
publisher |
Zenodo |
publishDate |
2023 |
url |
https://dx.doi.org/10.5281/zenodo.8333864 https://zenodo.org/record/8333864 |
genre |
Antarc* Antarctica |
genre_facet |
Antarc* Antarctica |
op_relation |
https://dx.doi.org/10.5281/zenodo.8333865 |
op_rights |
Restricted Access info:eu-repo/semantics/restrictedAccess |
op_doi |
https://doi.org/10.5281/zenodo.833386410.5281/zenodo.8333865 |
_version_ |
1781698696495235072 |