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Mbani, Benson; Greinert, Jens (2023): Analysis-ready optical underwater images collected along OFOS profiles during SONNE cruises SO268/1 and SO268/2, Clarion-Clipperton Zone (Pacific Ocean) [dataset bundled publication]. PANGAEA, https://doi.org/10.1594/PANGAEA.957274

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Abstract:
This dataset comprises a sequence of analysis-ready seafloor optical images of the Clarion-Clipperton Zone (CCZ) in the Pacific Ocean. These images have been pre-processed and are directly usable by the marine imaging community. The raw images were acquired along 12 OFOS (camera) deployment tracks, during SONNE expeditions SO268/1 and SO268/2 to the Mn-nodule covered deep seabed areas of the CCZ in the Pacific Ocean; the raw images have been published here https://doi.org/10.1594/PANGAEA.935856. We subjected these raw images through a series of transformations aimed at correcting for the degradation in visual quality that is typical of underwater images of the deep sea. In particular, the transformations we applied to the raw images include: correction for illumination drop-off radially from the image center towards the edges; contrast enhancements though contrast limited adaptive histogram equalization; color normalization to correct for uneven scene brightness among individual images; and finally, standardization of the varying spatial footprint size due to the inability of the imaging platform (OFOS) to maintain a consistent altitude above the seafloor. Therefore, the provided images are ready to be used in seafloor substrate classification studies.
Keyword(s):
Clarion Clipperton Fracture Zone; OFOS; optical camera; seafloor images; Underwater images
Supplement to:
Mbani, Benson; Greinert, Jens (2023): Analysis-ready optical underwater images of Manganese-nodule covered seafloor of the Clarion-Clipperton Zone. Scientific Data, 10(1), 316, https://doi.org/10.1038/s41597-023-02245-5
Related to:
Haeckel, Matthias; Linke, Peter (2021): RV SONNE Fahrtbericht/Cruise Report SO268 - Assessing the Impacts of Nodule Mining on the Deep-sea Environment: NoduleMonitoring, Manzanillo (Mexico) - Vancouver (Canada), 17.02. - 27.05.2019. GEOMAR Report (N. Ser.), 59, 359pp+App, https://doi.org/10.3289/GEOMAR_REP_NS_59_20
Mbani, Benson; Schoening, Timm; Gazis, Iason-Zois; Koch, Reinhard; Greinert, Jens (2022): Implementation of an automated workflow for image-based seafloor classification with examples from manganese-nodule covered seabed areas in the Central Pacific Ocean. Scientific Reports, 12(1), 15338, https://doi.org/10.1038/s41598-022-19070-2
Source:
Purser, Autun; Bodur, Yasemin V; Ramalo, Sofia; Stratmann, Tanja; Schoening, Timm (2021): Seafloor images of undisturbed and disturbed polymetallic nodule province seafloor collected during RV SONNE expeditions SO268/1+2. PANGAEA, https://doi.org/10.1594/PANGAEA.935856
Project(s):
JPI Oceans - Ecological Aspects of Deep-Sea Mining (JPIO-MiningImpact)
Funding:
Helmholtz Association of German Research Centres (HGF), grant/award no. HIDSS-0005: Helmholtz School for Marine Data Science (MarData)
Coverage:
Median Latitude: 12.608845 * Median Longitude: -119.975256 * South-bound Latitude: 11.842236 * West-bound Longitude: -125.926561 * North-bound Latitude: 14.136652 * East-bound Longitude: -116.984906
Date/Time Start: 2019-03-04T09:35:10 * Date/Time End: 2019-05-10T09:53:13
License:
Creative Commons Attribution 4.0 International (CC-BY-4.0)
Size:
12 datasets

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Datasets listed in this bundled publication

  1. Mbani, B; Greinert, J (2023): Analysis-ready optical underwater images collected along OFOS profile SO268/1_21-1 during SONNE cruise SO268/1, Clarion-Clipperton Zone (Pacific Ocean). https://doi.org/10.1594/PANGAEA.957259
  2. Mbani, B; Greinert, J (2023): Analysis-ready optical underwater images collected along OFOS profile SO268/1_30-1 during SONNE cruise SO268/1, Clarion-Clipperton Zone (Pacific Ocean). https://doi.org/10.1594/PANGAEA.957262
  3. Mbani, B; Greinert, J (2023): Analysis-ready optical underwater images collected along OFOS profile SO268/1_63-1 during SONNE cruise SO268/1, Clarion-Clipperton Zone (Pacific Ocean). https://doi.org/10.1594/PANGAEA.957264
  4. Mbani, B; Greinert, J (2023): Analysis-ready optical underwater images collected along OFOS profile SO268/2_100-1 during SONNE cruise SO268/2, Clarion-Clipperton Zone (Pacific Ocean). https://doi.org/10.1594/PANGAEA.957265
  5. Mbani, B; Greinert, J (2023): Analysis-ready optical underwater images collected along OFOS profile SO268/2_117-1 during SONNE cruise SO268/2, Clarion-Clipperton Zone (Pacific Ocean). https://doi.org/10.1594/PANGAEA.957266
  6. Mbani, B; Greinert, J (2023): Analysis-ready optical underwater images collected along OFOS profile SO268/2_126-1 during SONNE cruise SO268/2, Clarion-Clipperton Zone (Pacific Ocean). https://doi.org/10.1594/PANGAEA.957267
  7. Mbani, B; Greinert, J (2023): Analysis-ready optical underwater images collected along OFOS profile SO268/2_128-1 during SONNE cruise SO268/2, Clarion-Clipperton Zone (Pacific Ocean). https://doi.org/10.1594/PANGAEA.957268
  8. Mbani, B; Greinert, J (2023): Analysis-ready optical underwater images collected along OFOS profile SO268/2_147-1 during SONNE cruise SO268/2, Clarion-Clipperton Zone (Pacific Ocean). https://doi.org/10.1594/PANGAEA.957269
  9. Mbani, B; Greinert, J (2023): Analysis-ready optical underwater images collected along OFOS profile SO268/2_153-1 during SONNE cruise SO268/2, Clarion-Clipperton Zone (Pacific Ocean). https://doi.org/10.1594/PANGAEA.957270
  10. Mbani, B; Greinert, J (2023): Analysis-ready optical underwater images collected along OFOS profile SO268/2_160-1 during SONNE cruise SO268/2, Clarion-Clipperton Zone (Pacific Ocean). https://doi.org/10.1594/PANGAEA.957271
  11. Mbani, B; Greinert, J (2023): Analysis-ready optical underwater images collected along OFOS profile SO268/2_164-1 during SONNE cruise SO268/2, Clarion-Clipperton Zone (Pacific Ocean). https://doi.org/10.1594/PANGAEA.957272
  12. Mbani, B; Greinert, J (2023): Analysis-ready optical underwater images collected along OFOS profile SO268/2_177-1 during SONNE cruise SO268/2, Clarion-Clipperton Zone (Pacific Ocean). https://doi.org/10.1594/PANGAEA.957273