PASTA-ice sea ice image classification: calibration files and training data ...
PASTA-ice is a Python-based classification algorithm for aerial sea-ice images. The data set contains calibration files for the CANON EOS-1D Mark III cameras that were implemented in helicopters and POLAR aircraft of the Alfred-Wegener-Institute. Furthermore, it contains training data of labeled sea...
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Zenodo
2023
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| Online Access: | https://dx.doi.org/10.5281/zenodo.7513632 https://zenodo.org/record/7513632 |
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openpolar |
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ftdatacite:10.5281/zenodo.7513632 2024-09-15T17:36:35+00:00 PASTA-ice sea ice image classification: calibration files and training data ... Fuchs, Niels 2023 https://dx.doi.org/10.5281/zenodo.7513632 https://zenodo.org/record/7513632 unknown Zenodo https://dx.doi.org/10.5281/zenodo.7513631 Open Access Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 info:eu-repo/semantics/openAccess dataset Dataset 2023 ftdatacite https://doi.org/10.5281/zenodo.751363210.5281/zenodo.7513631 2024-08-01T11:15:14Z PASTA-ice is a Python-based classification algorithm for aerial sea-ice images. The data set contains calibration files for the CANON EOS-1D Mark III cameras that were implemented in helicopters and POLAR aircraft of the Alfred-Wegener-Institute. Furthermore, it contains training data of labeled sea ice surfaces observed during RV Polarstern cruise PS106 that can be used to train the implemented random forest classifier. Files with extension "sediments" were extended with exemplary data of sediment-loaden snow at the MOSAiC expedition. The PASTA-ice algorithm is available under: https://github.com/nielsfuchs/pasta_ice ... Dataset Alfred Wegener Institute Sea ice DataCite |
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Open Polar |
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DataCite |
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ftdatacite |
| language |
unknown |
| description |
PASTA-ice is a Python-based classification algorithm for aerial sea-ice images. The data set contains calibration files for the CANON EOS-1D Mark III cameras that were implemented in helicopters and POLAR aircraft of the Alfred-Wegener-Institute. Furthermore, it contains training data of labeled sea ice surfaces observed during RV Polarstern cruise PS106 that can be used to train the implemented random forest classifier. Files with extension "sediments" were extended with exemplary data of sediment-loaden snow at the MOSAiC expedition. The PASTA-ice algorithm is available under: https://github.com/nielsfuchs/pasta_ice ... |
| format |
Dataset |
| author |
Fuchs, Niels |
| spellingShingle |
Fuchs, Niels PASTA-ice sea ice image classification: calibration files and training data ... |
| author_facet |
Fuchs, Niels |
| author_sort |
Fuchs, Niels |
| title |
PASTA-ice sea ice image classification: calibration files and training data ... |
| title_short |
PASTA-ice sea ice image classification: calibration files and training data ... |
| title_full |
PASTA-ice sea ice image classification: calibration files and training data ... |
| title_fullStr |
PASTA-ice sea ice image classification: calibration files and training data ... |
| title_full_unstemmed |
PASTA-ice sea ice image classification: calibration files and training data ... |
| title_sort |
pasta-ice sea ice image classification: calibration files and training data ... |
| publisher |
Zenodo |
| publishDate |
2023 |
| url |
https://dx.doi.org/10.5281/zenodo.7513632 https://zenodo.org/record/7513632 |
| genre |
Alfred Wegener Institute Sea ice |
| genre_facet |
Alfred Wegener Institute Sea ice |
| op_relation |
https://dx.doi.org/10.5281/zenodo.7513631 |
| op_rights |
Open Access Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 info:eu-repo/semantics/openAccess |
| op_doi |
https://doi.org/10.5281/zenodo.751363210.5281/zenodo.7513631 |
| _version_ |
1810490491176747008 |