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Mesozooplankton (MesoZ) FlowCam Plankton Images version_0.1

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DataCite Commons2022-12-08 更新2025-04-16 收录
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Work in progress (last modified 2022-03-31). Manually sorted and annotated mesozooplankton images obtained using a FlowCam Macro Yokogawa Fluid Imaging Technologies (camera and microscope system) equipped with a 0.5x objective lens and a 5000µm deep field-of-view flowcell (magnification = 12.5). The size of one pixel is ~9.05 µm. The images have been sorted into a taxonomical folder structure according to phylogeny (e.g. Family – Order – Genus - Species). This version (last modified 2022-03-31) is incomplete in the phylogenetic organization of the folders. Plankton sizes range from 150-3000µm ABD (Area Based Diameter). The plankton samples were WP2 plankton net hauls (180 µm mesh). Samples were fixed in 4% formaldehyde, and subsequentially diluted in freshwater during imaging. Samples originated mostly from the North-Atlantic Ocean, i.e. Norwegian Sea and North Sea. A few samples originated from Antarctica. This version of the dataset needs further improvement (number of images in each class) in order to train a machine learning model and apply it for the classification of real plankton samples. As a preliminary data-set it was intended to investigate machine-learning algorithms. There may be misplaced images and misannotations.
提供机构:
Institute of Marine Research
创建时间:
2022-12-08
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