Kloster Michael michael.kloster@awi.de https://www.awi.de/en/about-us/organisation/staff/single-view/michael-kloster.html 0000-0001-9244-4925 Beszteri Bánk bank.beszteri@awi.de https://www.awi.de/en/about-us/organisation/staff/single-view/bank-beszteri.html 0000-0002-6852-1588 Nattkemper Tim W 0000-0002-7986-1158 2026 Annotated Southern Ocean diatom LM micrographs from POLARSTERN cruise PS79, 10 p - masked dataset https://doi.org/10.1594/PANGAEA.914533 2026-01-15T10:18:50 https://doi.org/10.1594/PANGAEA.914544 Kloster Michael michael.kloster@awi.de https://www.awi.de/en/about-us/organisation/staff/single-view/michael-kloster.html 0000-0001-9244-4925 Langenkämper D 0000-0003-1857-5040 Zurowietz M 0000-0002-7122-2343 Beszteri Bánk bank.beszteri@awi.de https://www.awi.de/en/about-us/organisation/staff/single-view/bank-beszteri.html 0000-0002-6852-1588 Nattkemper Tim W 0000-0002-7986-1158 2020 Deep learning-based diatom taxonomy on virtual slides journal article Scientific Reports 10(1) https://doi.org/10.1038/s41598-020-71165-w 14416 -0.00283 11.36583 -53.503 -39.234 2.2767340000000003 -46.454634000000006 2011-12-05T13:23:00 2011-12-10T23:18:00 0.0 0.0 irregular surface PS79/035-4 -39.234 11.36583 South Atlantic Ocean -4952.7 2011-12-05T13:23:00 ANT-XXVIII/2 ANT-XXVIII/2 PS79 PS79 Cape Town, South Africa 2011-12-03T00:00:00 2011-12-03 Cape Town, South Africa 2012-01-05T00:00:00 2012-01-05 Polarstern https://doi.org/10.17815/jlsrf-3-163 DBLK 8013132 Kattner, Gerhard Kattner, Gerhard doi:10.2312/BzPM_0646_2012 20120060 hdl:10013/epic.38361.d001 http://www.awi.de/fileadmin/user_upload/MET/PolarsternExpeditionMaps/ANT-XXVIII-2.png hdl:10013/epic.44569.d001 doi:10.1594/PANGAEA.847956 Polarstern https://doi.org/10.17815/jlsrf-3-163 DBLK 8013132 Hand net HN PS79/037-2 -42.97583 0.00917 South Atlantic Ocean -4299.5 2011-12-08T07:28:00 ANT-XXVIII/2 ANT-XXVIII/2 PS79 PS79 Cape Town, South Africa 2011-12-03T00:00:00 2011-12-03 Cape Town, South Africa 2012-01-05T00:00:00 2012-01-05 Polarstern https://doi.org/10.17815/jlsrf-3-163 DBLK 8013132 Kattner, Gerhard Kattner, Gerhard doi:10.2312/BzPM_0646_2012 20120060 hdl:10013/epic.38361.d001 http://www.awi.de/fileadmin/user_upload/MET/PolarsternExpeditionMaps/ANT-XXVIII-2.png hdl:10013/epic.44569.d001 doi:10.1594/PANGAEA.847956 Polarstern https://doi.org/10.17815/jlsrf-3-163 DBLK 8013132 Hand net HN PS79/038-1 -45.10967 0.00883 South Atlantic Ocean -4711.5 2011-12-09T01:05:00 ANT-XXVIII/2 ANT-XXVIII/2 PS79 PS79 Cape Town, South Africa 2011-12-03T00:00:00 2011-12-03 Cape Town, South Africa 2012-01-05T00:00:00 2012-01-05 Polarstern https://doi.org/10.17815/jlsrf-3-163 DBLK 8013132 Kattner, Gerhard Kattner, Gerhard doi:10.2312/BzPM_0646_2012 20120060 hdl:10013/epic.38361.d001 http://www.awi.de/fileadmin/user_upload/MET/PolarsternExpeditionMaps/ANT-XXVIII-2.png hdl:10013/epic.44569.d001 doi:10.1594/PANGAEA.847956 Polarstern https://doi.org/10.17815/jlsrf-3-163 DBLK 8013132 Hand net HN PS79/039-5 -51.45067 0.00267 South Atlantic Ocean -2732.0 2011-12-10T09:56:00 ANT-XXVIII/2 ANT-XXVIII/2 PS79 PS79 Cape Town, South Africa 2011-12-03T00:00:00 2011-12-03 Cape Town, South Africa 2012-01-05T00:00:00 2012-01-05 Polarstern https://doi.org/10.17815/jlsrf-3-163 DBLK 8013132 Kattner, Gerhard Kattner, Gerhard doi:10.2312/BzPM_0646_2012 20120060 hdl:10013/epic.38361.d001 http://www.awi.de/fileadmin/user_upload/MET/PolarsternExpeditionMaps/ANT-XXVIII-2.png hdl:10013/epic.44569.d001 doi:10.1594/PANGAEA.847956 Polarstern https://doi.org/10.17815/jlsrf-3-163 DBLK 8013132 Hand net HN PS79/040-3 -53.503 -0.00283 South Atlantic Ocean -2650.2 2011-12-10T23:18:00 ANT-XXVIII/2 ANT-XXVIII/2 PS79 PS79 Cape Town, South Africa 2011-12-03T00:00:00 2011-12-03 Cape Town, South Africa 2012-01-05T00:00:00 2012-01-05 Polarstern https://doi.org/10.17815/jlsrf-3-163 DBLK 8013132 Kattner, Gerhard Kattner, Gerhard doi:10.2312/BzPM_0646_2012 20120060 hdl:10013/epic.38361.d001 http://www.awi.de/fileadmin/user_upload/MET/PolarsternExpeditionMaps/ANT-XXVIII-2.png hdl:10013/epic.44569.d001 doi:10.1594/PANGAEA.847956 Polarstern https://doi.org/10.17815/jlsrf-3-163 DBLK 8013132 Hand net HN 966 CC-BY-NC-4.0 Creative Commons Attribution-NonCommercial 4.0 International https://creativecommons.org/licenses/by-nc/4.0/ Samples were taken during expeditions ANT-XXVII/2 (PS79) 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 Event label Event Kloster Michael michael.kloster@awi.de https://www.awi.de/en/about-us/organisation/staff/single-view/michael-kloster.html 0000-0001-9244-4925 Event Latitude of event Latitude Kloster Michael michael.kloster@awi.de https://www.awi.de/en/about-us/organisation/staff/single-view/michael-kloster.html 0000-0001-9244-4925 Latitude Longitude of event Longitude Kloster Michael michael.kloster@awi.de https://www.awi.de/en/about-us/organisation/staff/single-view/michael-kloster.html 0000-0001-9244-4925 Longitude Number No number Kloster Michael michael.kloster@awi.de https://www.awi.de/en/about-us/organisation/staff/single-view/michael-kloster.html 0000-0001-9244-4925 No Identification ID Kloster Michael michael.kloster@awi.de https://www.awi.de/en/about-us/organisation/staff/single-view/michael-kloster.html 0000-0001-9244-4925 Annotation ID ID (Annotation ID) Cruise/expedition Expedition Kloster Michael michael.kloster@awi.de https://www.awi.de/en/about-us/organisation/staff/single-view/michael-kloster.html 0000-0001-9244-4925 Expedition Station label Station Kloster Michael michael.kloster@awi.de https://www.awi.de/en/about-us/organisation/staff/single-view/michael-kloster.html 0000-0001-9244-4925 Station DEPTH, water Depth water m depth http://purl.obolibrary.org/obo/PATO_0001595 water http://purl.obolibrary.org/obo/CHEBI_15377 Length L http://dbpedia.org/resource/Length Kloster Michael michael.kloster@awi.de https://www.awi.de/en/about-us/organisation/staff/single-view/michael-kloster.html 0000-0001-9244-4925 sample depth 15 to 0 m Depth water [m] (sample depth 15 to 0 m) Uniform resource locator/link to image URL image Kloster Michael michael.kloster@awi.de https://www.awi.de/en/about-us/organisation/staff/single-view/michael-kloster.html 0000-0001-9244-4925 URL image Class Class Kloster Michael michael.kloster@awi.de https://www.awi.de/en/about-us/organisation/staff/single-view/michael-kloster.html 0000-0001-9244-4925 Class Identification ID Kloster Michael michael.kloster@awi.de https://www.awi.de/en/about-us/organisation/staff/single-view/michael-kloster.html 0000-0001-9244-4925 Class ID ID (Class ID) citable deep learning diatoms Southern Ocean Taxonomy author44487 author52090 author52091 author74936 author74937 basis1 campaign3390847 campaign34883 event2663496 event2663501 event2663503 event2663509 event2663514 geocode1599 geocode1600 geocode1601 geocode1619 geocode8128 journal16727 license24 method11130 param102005 param24303 param25420 param54243 param59344 param7056 pi52091 ref103778 term1073131 term22475 term2606205 term264 term2663481 term30188 term43863 term50197 term52250 term738 topotype6