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  • 11
    Publication Date: 2024-06-12
    Description: Results from Underwater Vision Profiler 5hd measurements from campaign ARCTIC2018 (Transdrift -XXIV). Depth profiles for optical particle quantification (〉~0.1 mm) and particle image acquisition (〉~0.8 mm) were performed in August and September 2018 in the Laptev and East Sibirian Sea as well as the Nansen and Amundsen Basin onboard RV Akademik Tryoshnikov. This dataset describes results of detailed detritus clustering of all identified detritus images accomplished using Principal Component Analysis (PCA) and k-means clustering according to Trudnowska et al. 2021 (doi:10.1038/s41467-021-22994-4). Average detritus image variables (grey value, ESD, Elongation etc.) as well as concentrations (individuals per L) of resulting detritus clusters (large heterogenous, elongated, small dark etc.) are presented in a depth binned shape.
    Keywords: Akademik Tryoshnikov; Arctic; Arctic Ocean; AT18_001-02; AT18_002-02; AT18_002-04; AT18_003-02; AT18_003-03; AT18_004-02; AT18_004-03; AT18_006-03; AT18_006-04; AT18_007-02; AT18_008-01; AT18_008-03; AT18_009-01; AT18_009-02; AT18_011-01; AT18_011-03; AT18_012-01; AT18_012-02; AT18_013-01; AT18_013-03; AT18_014-01; AT18_016-01; AT18_017-01; AT18_017-03; AT18_018-01; AT18_019-01; AT18_020-01; AT18_021-01; AT18_021-03; AT18_022-01; AT18_022-03; AT18_023-01; AT18_024-01; AT18_025-01; AT18_025-03; AT18_026-01; AT18_028-01; AT18_028-02; AT18_029-01; AT18_030-01; AT18_031-01; AT18_032-01; AT18_033-01; AT18_034-01; AT18_035-01; AT18_036-01; AT18_037-01; AT18_038-01; AT18_039-01; AT18_040-01; AT18_041-01; AT18_042-01; AT18_043-01; AT18_043-03; AT18_044-01; AT18_045-01; AT18_046-01; AT18_047-01; AT18_048-02; AT18_049-01; AT18_050-01; AT18_051-01; AT18_051-03; AT18_052-01; AT18_052-03; AT18_054-01; AT18_055-01; AT18_055-02; AT18_056-01; AT18_057-01; AT18_058-01; AT18_059-01; AT18_060-02; AT18_061-01; AT18_062-01; AT18_063-01; AT18_064-01; AT18_065-01; AT18_066-01; AT18_067-01; AT18_068-01; AT18_069-01; AT18_070-01; AT18_071-01; AT18_072-01; AT18_073-01; AT18_074-01; AT18_075-01; AT18_076-01; AT18_077-01; AT18_078-01; AT18_079-01; AT18_080-01; AT18_081-01; AT18_085-01; AT18_085-02; AT18_086-03; AT18_087-01; AT18_091-01; AT18_092-01; AT18_093-01; AT18_093-03; AT18_094-01; AT18_095-01; AT18_096-01; AT18_097-01; AT18_098-01; AT18_099-01; AT18_100-01; AT18_102-01; AT18_103-01; AT18_103-06; AT18_104-01; AT18_105-01; AT18_106-01; AT18_107-01; AT18_108-01; AT18_109-01; AT18_110-01; AT18_111-01; AT18_112-01; AT18_113-01; AT18_114-01; AT18_115-01; AT18_116-01; AT18_117-01; AT18_118-01; AT18_119-01; AT18_120-01; AT18_121-01; AT18_122-01; AT18_123-01; AT18_124-01; AT18_125-01; AT18_126-01; AT18_127-01; AT18_128-01; AT18_129-01; AT18_130-01; AT18_131-01; AT18_132-01; AT18_133-01; AT18_134-01; AT18_135-01; AT18_136-01; AT18_137-01; AT2018, TICE, NABOS; CATS; CATS-Synthesis; CATS-Synthesis: The Changing Arctic Transpolar System; CATS - The Changing Arctic Transpolar System; CTD/Rosette; CTD/Rosette with Underwater Vision Profiler; CTD-RO; CTD-RO_UVP; DATE/TIME; Depth, bathymetric; DEPTH, water; detrital; Detritus, elongated; Detritus, large, heterogenous; Detritus, midtype; Detritus, small, dark; Detritus, total; East Siberian Sea; Equivalent spherical diameter, mean; Event label; Greyscale values, mean; Heterogeneity; Kara Sea; Laptev Sea; LATITUDE; LONGITUDE; Profile ID; Shape; Transdrift-XXIV; Zooplankton
    Type: Dataset
    Format: text/tab-separated-values, 148984 data points
    Location Call Number Limitation Availability
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  • 12
    Publication Date: 2024-06-12
    Description: Results from Underwater Vision Profiler 5hd measurements from campaign ARCTIC2018 (Transdrift XXIV). Depth profiles for optical particle quantification (〉~0.1 mm) and particle image acquisition (〉~0.8 mm) were performed in August and September 2018 in the Laptev and East Sibirian Sea as well as the Nansen and Amundsen Basin onboard RV Akademik Tryoshnikov. This dataset describes the particle quantification as concentrations (particle number per L) as well as volumes (particle volume per L) of pre-defined and binned size classes, calculated using Zooprocess (Gorsky et al. 2010; doi:10.1093/plankt/fbp124) and Ecotaxa (Picheral, M., Colin, S. & Irisson, J.-O. (2017): EcoTaxa, a tool for the taxonomic classification of images. http://ecotaxa.obs-vlfr.fr.).
    Keywords: Akademik Tryoshnikov; Arctic; Arctic Ocean; AT18_001-02; AT18_002-02; AT18_002-04; AT18_003-02; AT18_003-03; AT18_004-02; AT18_004-03; AT18_006-03; AT18_006-04; AT18_007-02; AT18_008-01; AT18_008-03; AT18_009-01; AT18_009-02; AT18_011-01; AT18_011-03; AT18_012-01; AT18_012-02; AT18_013-01; AT18_013-03; AT18_014-01; AT18_016-01; AT18_017-01; AT18_017-03; AT18_018-01; AT18_019-01; AT18_020-01; AT18_021-01; AT18_021-03; AT18_022-01; AT18_022-03; AT18_023-01; AT18_024-01; AT18_025-01; AT18_025-03; AT18_026-01; AT18_028-01; AT18_028-02; AT18_029-01; AT18_030-01; AT18_031-01; AT18_032-01; AT18_033-01; AT18_034-01; AT18_035-01; AT18_036-01; AT18_037-01; AT18_038-01; AT18_039-01; AT18_040-01; AT18_041-01; AT18_042-01; AT18_043-01; AT18_043-03; AT18_044-01; AT18_045-01; AT18_046-01; AT18_047-01; AT18_048-02; AT18_049-01; AT18_050-01; AT18_051-01; AT18_051-03; AT18_052-01; AT18_052-03; AT18_054-01; AT18_055-01; AT18_055-02; AT18_056-01; AT18_057-01; AT18_058-01; AT18_059-01; AT18_060-02; AT18_061-01; AT18_062-01; AT18_063-01; AT18_064-01; AT18_065-01; AT18_066-01; AT18_067-01; AT18_068-01; AT18_069-01; AT18_070-01; AT18_071-01; AT18_072-01; AT18_073-01; AT18_074-01; AT18_075-01; AT18_076-01; AT18_077-01; AT18_078-01; AT18_079-01; AT18_080-01; AT18_081-01; AT18_085-01; AT18_085-02; AT18_086-03; AT18_087-01; AT18_091-01; AT18_092-01; AT18_093-01; AT18_093-03; AT18_094-01; AT18_095-01; AT18_096-01; AT18_097-01; AT18_098-01; AT18_099-01; AT18_100-01; AT18_102-01; AT18_103-01; AT18_103-06; AT18_104-01; AT18_105-01; AT18_106-01; AT18_107-01; AT18_108-01; AT18_109-01; AT18_110-01; AT18_111-01; AT18_112-01; AT18_113-01; AT18_114-01; AT18_115-01; AT18_116-01; AT18_117-01; AT18_118-01; AT18_119-01; AT18_120-01; AT18_121-01; AT18_122-01; AT18_123-01; AT18_124-01; AT18_125-01; AT18_126-01; AT18_127-01; AT18_128-01; AT18_129-01; AT18_130-01; AT18_131-01; AT18_132-01; AT18_133-01; AT18_134-01; AT18_135-01; AT18_136-01; AT18_137-01; AT2018, TICE, NABOS; CATS; CATS-Synthesis; CATS-Synthesis: The Changing Arctic Transpolar System; CATS - The Changing Arctic Transpolar System; CTD/Rosette; CTD/Rosette with Underwater Vision Profiler; CTD-RO; CTD-RO_UVP; DATE/TIME; DEPTH, water; detrital; East Siberian Sea; Event label; File name; Kara Sea; Laptev Sea; Particle concentration; Particle volume per sample volume; Profile ID; Project; Sample volume; Transdrift-XXIV; Zooplankton
    Type: Dataset
    Format: text/tab-separated-values, 2070162 data points
    Location Call Number Limitation Availability
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  • 13
    Publication Date: 2024-06-12
    Description: Results from Underwater Vision Profiler 5hd measurements from campaign ARCTIC2018 (Transdrift XXIV). Depth profiles for optical particle quantification (〉~0.1 mm) and particle image acquisition (〉~0.8 mm) were performed in August and September 2018 in the Laptev and East Sibirian Sea as well as the Nansen and Amundsen Basin onboard RV Akademik Tryoshnikov. This dataset provides the results of the particle image validation. Zooplankton and detritus images were validated with software assistance in Ecotaxa (Picheral, M., Colin, S. & Irisson, J.-O. (2017): EcoTaxa, a tool for the taxonomic classification of images. http://ecotaxa.obs-vlfr.fr.). Depth binned concentrations (individuals per m³) as well as volumes (volume per L) and the average equivalent spherical diameter (ESD) are shown for every identified group and taxon. Note that detritus sub-classes were used for training set creation only. Robust counts of total detritus as well as detritus sub-classes are provided in the detritus clustering file.
    Keywords: Akademik Tryoshnikov; Arctic; Arctic Ocean; AT18_001-02; AT18_002-02; AT18_002-04; AT18_003-02; AT18_003-03; AT18_004-02; AT18_004-03; AT18_006-03; AT18_006-04; AT18_007-02; AT18_008-01; AT18_008-03; AT18_009-01; AT18_009-02; AT18_011-01; AT18_011-03; AT18_012-01; AT18_012-02; AT18_013-01; AT18_013-03; AT18_014-01; AT18_016-01; AT18_017-01; AT18_017-03; AT18_018-01; AT18_019-01; AT18_020-01; AT18_021-01; AT18_021-03; AT18_022-01; AT18_022-03; AT18_023-01; AT18_024-01; AT18_025-01; AT18_025-03; AT18_026-01; AT18_028-01; AT18_028-02; AT18_029-01; AT18_030-01; AT18_031-01; AT18_032-01; AT18_033-01; AT18_034-01; AT18_035-01; AT18_036-01; AT18_037-01; AT18_038-01; AT18_039-01; AT18_040-01; AT18_041-01; AT18_042-01; AT18_043-01; AT18_043-03; AT18_044-01; AT18_045-01; AT18_046-01; AT18_047-01; AT18_048-02; AT18_049-01; AT18_050-01; AT18_051-01; AT18_051-03; AT18_052-01; AT18_052-03; AT18_054-01; AT18_055-01; AT18_055-02; AT18_056-01; AT18_057-01; AT18_058-01; AT18_059-01; AT18_060-02; AT18_061-01; AT18_062-01; AT18_063-01; AT18_064-01; AT18_065-01; AT18_066-01; AT18_067-01; AT18_068-01; AT18_069-01; AT18_070-01; AT18_071-01; AT18_072-01; AT18_073-01; AT18_074-01; AT18_075-01; AT18_076-01; AT18_077-01; AT18_078-01; AT18_079-01; AT18_080-01; AT18_081-01; AT18_085-01; AT18_085-02; AT18_086-03; AT18_087-01; AT18_091-01; AT18_092-01; AT18_093-01; AT18_093-03; AT18_094-01; AT18_095-01; AT18_096-01; AT18_097-01; AT18_098-01; AT18_099-01; AT18_100-01; AT18_102-01; AT18_103-01; AT18_103-06; AT18_104-01; AT18_105-01; AT18_106-01; AT18_107-01; AT18_108-01; AT18_109-01; AT18_110-01; AT18_111-01; AT18_112-01; AT18_113-01; AT18_114-01; AT18_115-01; AT18_116-01; AT18_117-01; AT18_118-01; AT18_119-01; AT18_120-01; AT18_121-01; AT18_122-01; AT18_123-01; AT18_124-01; AT18_125-01; AT18_126-01; AT18_127-01; AT18_128-01; AT18_129-01; AT18_130-01; AT18_131-01; AT18_132-01; AT18_133-01; AT18_134-01; AT18_135-01; AT18_136-01; AT18_137-01; AT2018, TICE, NABOS; CATS; CATS-Synthesis; CATS-Synthesis: The Changing Arctic Transpolar System; CATS - The Changing Arctic Transpolar System; CTD/Rosette; CTD/Rosette with Underwater Vision Profiler; CTD-RO; CTD-RO_UVP; DATE/TIME; DEPTH, water; detrital; East Siberian Sea; Equivalent spherical diameter, mean; Event label; File name; Kara Sea; Laptev Sea; Particle concentration; Particle volume per sample volume; Profile ID; Project; Sample volume; Transdrift-XXIV; Zooplankton
    Type: Dataset
    Format: text/tab-separated-values, 745400 data points
    Location Call Number Limitation Availability
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  • 14
    Publication Date: 2024-06-12
    Description: Results from Underwater Vision Profiler 5hd measurements from campaign ARCTIC2018 (Transdrift-XXIV). Depth profiles for optical particle quantification (〉~0.1 mm) and particle image acquisition (〉~0.8 mm) were performed in August and September 2018 in the Laptev and East Sibirian Sea as well as the Nansen and Amundsen Basin onboard RV Akademik Tryoshnikov.
    Keywords: Arctic; CATS; CATS-Synthesis; CATS-Synthesis: The Changing Arctic Transpolar System; CATS - The Changing Arctic Transpolar System; detrital; East Siberian Sea; Laptev Sea; Zooplankton
    Type: Dataset
    Format: application/zip, 5 datasets
    Location Call Number Limitation Availability
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