<?xml version="1.0" encoding="UTF-8"?><!--*** Generated from internal PANGAEA metadata schema by dif.xslt ***--><DIF xsi:schemaLocation="http://gcmd.gsfc.nasa.gov/Aboutus/xml/dif/ http://gcmd.gsfc.nasa.gov/Aboutus/xml/dif/dif_v9.4.xsd" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://gcmd.gsfc.nasa.gov/Aboutus/xml/dif/">
<Entry_ID>PANGAEA_914542</Entry_ID>
<Entry_Title>Annotated Southern Ocean diatom LM micrographs from POLARSTERN cruise PS103, 100 p - masked</Entry_Title>
<Data_Set_Citation>
<Dataset_Creator>Kloster, Michael; Beszteri, Bánk; Nattkemper, Tim W</Dataset_Creator>
<Dataset_Title>Annotated Southern Ocean diatom LM micrographs from POLARSTERN cruise PS103, 100 p - masked</Dataset_Title>
<Dataset_Release_Date>2026-01-15</Dataset_Release_Date>
<Dataset_Publisher>PANGAEA</Dataset_Publisher>
<Data_Presentation_Form>Dataset</Data_Presentation_Form>
<Online_Resource>https://doi.pangaea.de/10.1594/PANGAEA.914542</Online_Resource>
</Data_Set_Citation>
<Personnel>
<Role>Investigator</Role>
<First_Name>Michael</First_Name>
<Last_Name>Kloster</Last_Name>
<Email>michael.kloster@awi.de</Email>
</Personnel>
<Discipline>
<Discipline_Name>Earth Science</Discipline_Name>
</Discipline>
<Parameters>
<Detailed_Variable>Event label</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Latitude of event</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Longitude of event</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Number</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Identification</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Cruise/expedition</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Station label</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>DEPTH, water</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Uniform resource locator/link to image</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Class</Detailed_Variable>
</Parameters>
<ISO_Topic_Category>geoscientificInformation</ISO_Topic_Category>
<Keyword>deep learning</Keyword>
<Keyword>diatoms</Keyword>
<Keyword>Hand net</Keyword>
<Keyword>PS103</Keyword>
<Keyword>PS103_1-2</Keyword>
<Keyword>PS103_2-3</Keyword>
<Keyword>PS103_3-2</Keyword>
<Keyword>PS103_4-2</Keyword>
<Keyword>PS103_5-3</Keyword>
<Keyword>PS103_6-2</Keyword>
<Keyword>PS103_7-5</Keyword>
<Keyword>PS103_9-2</Keyword>
<Keyword>Southern Ocean</Keyword>
<Keyword>Taxonomy</Keyword>
<Source_Name>
<Long_Name>Polarstern</Long_Name>
</Source_Name>
<Temporal_Coverage>
<Start_Date>2016-12-20</Start_Date>
<Stop_Date>2016-12-27</Stop_Date>
</Temporal_Coverage>
<Data_Set_Progress>Complete</Data_Set_Progress>
<Spatial_Coverage>
<Southernmost_Latitude>-66.00122</Southernmost_Latitude>
<Northernmost_Latitude>-45.95581</Northernmost_Latitude>
<Westernmost_Longitude>-0.00177</Westernmost_Longitude>
<Easternmost_Longitude>6.2875</Easternmost_Longitude>
<Minimum_Depth>0.0 m (DEPTH, water)</Minimum_Depth>
<Maximum_Depth>0.0 m (DEPTH, water)</Maximum_Depth>
</Spatial_Coverage>
<Access_Constraints>unrestricted</Access_Constraints>
<Use_Constraints>CC-BY-NC-4.0: Creative Commons Attribution-NonCommercial 4.0 International</Use_Constraints>
<Data_Set_Language>English</Data_Set_Language>
<Data_Center>
<Data_Center_Name>
<Short_Name>PANGAEA</Short_Name>
<Long_Name>Data Publisher for Earth &amp; Environmental Science</Long_Name>
</Data_Center_Name>
<Data_Center_URL>https://www.pangaea.de/</Data_Center_URL>
<Personnel>
<Role>Data Center Contact</Role>
<First_Name>Michael</First_Name>
<Last_Name>Diepenbroek</Last_Name>
<Email>info@pangaea.de</Email>
<Contact_Address>
<Address>Leobener Str.</Address>
<City>Bremen</City>
<Province_or_State>Bremen</Province_or_State>
<Postal_Code>28359</Postal_Code>
<Country>Germany</Country>
</Contact_Address>
</Personnel>
</Data_Center>
<Distribution>
<Distribution_Media>online</Distribution_Media>
<Distribution_Size>13601 data points</Distribution_Size>
<Distribution_Format>text/tab-separated-values</Distribution_Format>
</Distribution>
<Reference>Kloster, Michael; Langenkämper, D; Zurowietz, M; Beszteri, Bánk; Nattkemper, Tim W (2020): Deep learning-based diatom taxonomy on virtual slides. Scientific Reports, 10(1), 14416, https://doi.org/10.1038/s41598-020-71165-w</Reference>
<Summary>For all details see the full metadata description at "https://doi.pangaea.de/10.1594/PANGAEA.914542"! ** Samples were taken during expeditions PS103 by 20 µm mesh size plankton nets from ca. 15 to 0 m depth. To obtain clean siliceous diatom frustules, the samples were oxidized using hydrochloric acid and potassium permanganate and mounted on coverslips on standard microscopic slides in Naphrax resin. 
Classes ID:
Asteromphalus.labId_6835	0
Chaetoceros.labId_6813	1
Fragilariopsis kerguelensis.labId_8356	2
Fragilariopsis rhombica.labId_8362	3
Nitzschia.labId_6758	4
Pseudonitzschia.labId_8364	5
Rhizosolenia.labId_6776	6
Silicoflagellate.labId_10255	7
Thalassiosira gracilis.labId_10366	8
Thalassiosira lentiginosa.labId_10369	9</Summary>
<Related_URL>
<URL>https://doi.org/10.1038/s41598-020-71165-w</URL>
<Description>Deep learning-based diatom taxonomy on virtual slides</Description>
</Related_URL>
<Related_URL>
<URL>https://doi.org/10.17815/jlsrf-3-163</URL>
<Description>Polarstern</Description>
</Related_URL>
<Related_URL>
<URL>https://www.awi.de/en/about-us/organisation/staff/single-view/michael-kloster.html</URL>
</Related_URL>
<Parent_DIF>PANGAEA_914544</Parent_DIF>
<Metadata_Name>DIF</Metadata_Name>
<Metadata_Version>9.4</Metadata_Version>
<DIF_Creation_Date>2026-01-15</DIF_Creation_Date>
<Last_DIF_Revision_Date>2026-04-29</Last_DIF_Revision_Date>
</DIF>
