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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...

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Detalles Bibliográficos
Autores principales: Mbani, Benson, Greinert, Jens
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
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
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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.
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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/) .
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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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