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Analysis-ready optical underwater images of Manganese-nodule covered seafloor of the Clarion-Clipperton Zone
We provide a sequence of analysis-ready optical underwater images from the Clarion-Clipperton Zone (CCZ) of the Pacific Ocean. The images were originally recorded using a towed camera sledge that photographed a seabed covered with polymetallic manganese-nodules, at an average water depth of 4,250 me...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10213011/ https://www.ncbi.nlm.nih.gov/pubmed/37231017 http://dx.doi.org/10.1038/s41597-023-02245-5 |
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author | Mbani, Benson Greinert, Jens |
author_facet | Mbani, Benson Greinert, Jens |
author_sort | Mbani, Benson |
collection | PubMed |
description | We provide a sequence of analysis-ready optical underwater images from the Clarion-Clipperton Zone (CCZ) of the Pacific Ocean. The images were originally recorded using a towed camera sledge that photographed a seabed covered with polymetallic manganese-nodules, at an average water depth of 4,250 meters. The original degradation in visual quality and inconsistent scale among individual raw images due to different altitude implies that they are not scientifically comparable in their original form. Here, we present analysis-ready images that have already been pre-processed to account for this degradation. We also provide accompanying metadata for each image, which includes their geographic coordinates, depth of the seafloor, absolute scale (cm/pixel), and seafloor habitat class obtained from a previous study. The provided images are thus directly usable by the marine scientific community e.g., to train machine learning models for seafloor substrate classification and megafauna detection. |
format | Online Article Text |
id | pubmed-10213011 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-102130112023-05-27 Analysis-ready optical underwater images of Manganese-nodule covered seafloor of the Clarion-Clipperton Zone Mbani, Benson Greinert, Jens Sci Data Data Descriptor We provide a sequence of analysis-ready optical underwater images from the Clarion-Clipperton Zone (CCZ) of the Pacific Ocean. The images were originally recorded using a towed camera sledge that photographed a seabed covered with polymetallic manganese-nodules, at an average water depth of 4,250 meters. The original degradation in visual quality and inconsistent scale among individual raw images due to different altitude implies that they are not scientifically comparable in their original form. Here, we present analysis-ready images that have already been pre-processed to account for this degradation. We also provide accompanying metadata for each image, which includes their geographic coordinates, depth of the seafloor, absolute scale (cm/pixel), and seafloor habitat class obtained from a previous study. The provided images are thus directly usable by the marine scientific community e.g., to train machine learning models for seafloor substrate classification and megafauna detection. Nature Publishing Group UK 2023-05-25 /pmc/articles/PMC10213011/ /pubmed/37231017 http://dx.doi.org/10.1038/s41597-023-02245-5 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Data Descriptor Mbani, Benson Greinert, Jens Analysis-ready optical underwater images of Manganese-nodule covered seafloor of the Clarion-Clipperton Zone |
title | Analysis-ready optical underwater images of Manganese-nodule covered seafloor of the Clarion-Clipperton Zone |
title_full | Analysis-ready optical underwater images of Manganese-nodule covered seafloor of the Clarion-Clipperton Zone |
title_fullStr | Analysis-ready optical underwater images of Manganese-nodule covered seafloor of the Clarion-Clipperton Zone |
title_full_unstemmed | Analysis-ready optical underwater images of Manganese-nodule covered seafloor of the Clarion-Clipperton Zone |
title_short | Analysis-ready optical underwater images of Manganese-nodule covered seafloor of the Clarion-Clipperton Zone |
title_sort | analysis-ready optical underwater images of manganese-nodule covered seafloor of the clarion-clipperton zone |
topic | Data Descriptor |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10213011/ https://www.ncbi.nlm.nih.gov/pubmed/37231017 http://dx.doi.org/10.1038/s41597-023-02245-5 |
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