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Müller, Oliver; Fong, Allison A; Olsen, Lasse Mørk; Hoppe, Clara Jule Marie; Torstensson, Anders; Heitman, Laura; Larsen, Aud; Petelenz, Elzbieta; Tsagaraki, Tatiana M; Mayers, Kyle M J; Langvad, Maria; Balmonte, John Paul; Chamberlain, Emelia; Bratbak, Gunnar (2026): Flow cytometry dataset showing the abundance of microorganisms (< 20 µm) in sectioned second year sea ice (SYI) samples taken during the MOSAiC (PS122) drift expedition in the central Arctic Ocean [dataset]. PANGAEA, https://doi.pangaea.de/10.1594/PANGAEA.993747 (DOI registration in progress)

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Published: 2026-04-27

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Abstract:
This dataset provides the abundance of microorganisms (smaller than 20 µm) enumerated using flow cytometry (FCM) during the Multidisciplinary drifting observatory for the study of Arctic Climate (MOSAiC (PS122)) sampled from second year sea ice (SYI) core sections. For sea ice derived FCM abundance data, subsamples of 15 mL were taken from pooled ice core sections that were melted in filtered sea water and correspondingly a correction factor applied, to enumerate the abundance of microorganisms per mL of melted sea ice. Additional expedition and sampling details can be found in the ECO-overview paper (Fong et al., 2024). We thank all persons involved in the expedition of the Research Vessel Polarstern during MOSAiC in 2019-2020 (AWI_PS122_00) as listed in Nixdorf et al. (2021).
Flow cytometry (FCM) is a fast, high-throughput method to enumerate the abundance of microorganism (smaller than 20 µm). FCM uses the hydrodynamic focusing of a laminar flow to separate and line up microscopic particles. When particles pass a laser beam, the generated light scattering can be used to estimate their cell size, obtain information about cell granularity and surface characteristics and determine fluorescence from inherent pigments or applied stains, such as DNA binding ones. Photosynthetic microorganisms have auto-fluorescent pigments, such as chlorophylls which in combination with the light scattering properties (cell size) or surface properties, can be used to group them into clusters of similar or identical organism types. Heterotrophic microorganisms, including archaea, bacteria and heterotrophic nanoflagellates, and virus do not have fluorescent pigments and require staining, for example using SYBR Green to stain Nucleic Acids (DNA) in order to distinguish these cells from other organic and inorganic particles in the sample.
Samples for flow cytometric analysis were taken in triplicates or quadruplicates of 1.8 mL of sample water and fixed with 36 μL 25 % glutaraldehyde (0.5 % final concentration) at 4 °C in the dark for approximately 2 hours, then flash frozen in liquid nitrogen and stored at 80 °C until analysis. The abundance of pico and nano-sized phytoplankton and heterotrophic nanoflagellates (HNF) were determined using an Attune® NxT, Acoustic Focusing Cytometer (Invitrogen by Thermo Fisher Scientific) with a 20 mW 488 nm (blue) laser. Autotrophic pico-and nano-sized plankton were counted directly after thawing and the various groups discriminated based on their red fluorescence (BL3) vs. orange fluorescence (BL2), red fluorescence (BL3) vs. side scatter (SSC) and orange fluorescence (BL2) vs. side scatter (SSC). For HNF analysis, the samples were stained with SYBR Green I for 2 h in the dark and 1-2 mL were subsequently measured at a flow rate of 500 µl min-1 following the protocol of Zubkov et al. 2007. Following the Zubkov protocol, HNF are enumerated using a fixed gate and in case of sea ice samples, there is an overlap between HNA-bacteria with very high fluorescence and HNF, which is not possible to disentangle with current methodology. The abundance of virus and bacteria was determined using a FACS Calibur (Becton Dickinson) flow cytometer with a 15 mW 480 nm (blue) laser. Prior analysis of virus and bacteria, samples were first thawed, diluted x10 and x100 with 0.2 μm filtered TE buffer (Tris 10 mM, EDTA 1 mM, pH 8), stained with a green fluorescent nucleic acid dye (SYBR Green I ; Molecular Probes, Eugene, Oregon, USA) and then incubated for 10 min at 80°C in a water bath (Marie et al. 1999). Stained samples were counted at a flow rate of around 60 µL min-1 and different groups discriminated on a biparametric plot of green florescence (BL1) vs. side scatter (SSC). This allowed to distinguish virus particles of different sizes, and different bacterial groups including low nuclear acid (LNA) and high nuclear acid (HNA) bacteria. Names of size groups of photosynthetic and heterotrophic organisms are in accordance to "Standards and Best Practices For Reporting Flow Cytometry Observations: a technical manual (Version 1.1)" (Neeley et al., 2023). A short summary is listed here: RedPico = picophytoplankton (1-2 µm); RedNano = Nanophytoplankton (2-20µm), which includes subgroups RedNano_small (2-5 µm), RedNano_large (5-20 µm); OraPico = Nanophytoplankton with more orange fluorescence; OraNano = Cryptophytes; OraPicoProk = Synechococcus; HetNano = heterotrophic nanoflagellates; HetProk = bacteria (and when present archaea); HetLNA = low nucleic acid (LNA) containing bacteria; HetHNA = high nucleic acid (HNA) containing bacteria with the subgroups HetProk_medium = HNA-bacteria subgroup with less fluorescence signal, HetProk_large = HNA-bacteria subgroup with more fluorescence signal and HetProk_verylarge = HNA-bacteria subgroup with very strong fluorescence signal.
Keyword(s):
flow cytometry; microbial abundance; MOSAiC20192020; MOSAiC_ECO; MOSAiC expedition; sea ice core
References:
Fong, Allison A; Hoppe, Clara Jule Marie; Aberle, Nicole; Ashjian, Carin J; Assmy, Philipp; Bai, Youcheng; Bakker, Dorothee C E; Balmonte, John Paul; Barry, Kevin R; Bertilsson, Stefan; Boulton, William; Bowman, Jeff S; Bozzato, Deborah; Bratbak, Gunnar; Buck, Moritz; Campbell, Robert G; Castellani, Giulia; Chamberlain, Emelia; Chen, Jianfang; Chierici, Melissa; Cornils, Astrid; Creamean, Jessie; Damm, Ellen; Dethloff, Klaus; Droste, Elise Sayana; Ebenhöh, Oliver; Eggers, Sarah Lena; Engel, Anja; Flores, Hauke; Fransson, Agneta; Frickenhaus, Stephan; Gardner, Jessie; Gelfman, Cecilia E; Granskog, Mats A; Graeve, Martin; Havermans, Charlotte; Heuzé, Céline; Hildebrandt, Nicole; Hill, Thomas C J; Hoppema, Mario; Immerz, Antonia; Jin, Haiyan; Koch, Boris P; Kong, Xianyu; Kraberg, Alexandra Claudia; Lan, Musheng; Lange, Benjamin Allen; Larsen, Aud; Lebreton, Benoit; Leu, Eva; Loose, Brice; Maslowski, Wieslaw; Mavis, Camille; Metfies, Katja; Mock, Thomas; Müller, Oliver; Nicolaus, Marcel; Niehoff, Barbara; Nomura, Daiki; Nöthig, Eva-Maria; Oggier, Marc; Oldenburg, Ellen; Olsen, Lasse Mørk; Peeken, Ilka; Perovich, Donald K; Popa, Ovidiu; Rabe, Benjamin; Ren, Jian; Rex, Markus; Rinke, Annette; Rokitta, Sebastian D; Rost, Björn; Sakinan, Serdar; Salganik, Evgenii; Schaafsma, Fokje L; Schäfer, Hendrik; Schmidt, Katrin; Shoemaker, Katyanne M; Shupe, Matthew D; Snoeijs-Leijonmalm, Pauline; Stefels, Jacqueline; Svenson, Anders; Tao, Ran; Torres-Valdés, Sinhué; Torstensson, Anders; Toseland, Andrew; Ulfsbo, Adam; van Leeuwe, Maria A; Vortkamp, Martina; Webb, Alison L; Zhuang, Yanpei; Gradinger, Rolf (2024): Overview of the MOSAiC expedition: Ecosystem. Elementa - Science of the Anthropocene, 12(1), 00135, https://doi.org/10.1525/elementa.2023.00135
Marie, Dominique; Brussaard, Corina P D; Thyrhaug, Runar; Bratbak, Gunnar; Vaulot, Daniel (1999): Enumeration of Marine Viruses in Culture and Natural. Applied and Environmental Microbiology, 65(1), 45-52, https://doi.org/10.1128/AEM.65.1.45-52.1999
Neeley, Aimee; Soto, Inia; Proctor, Christopher W (2023): Standards and Best Practices For Reporting Flow Cytometry Observations: a technical manual. Version 1.1. UNESCO/IOC, https://doi.org/10.25607/OBP-1864.2
Thyssen, Melilotus; Grégori, Gérald; Créach, Véronique; Lahbib, Soumaya; Dugenne, Mathilde; Aardema, Hedy M; Artigas, Luis Felipe; Huang, Bangqin; Barani, Aude; Beaugeard, Laureen; Bellaaj-Zouari, Amel; Beran, Alfred; Casotti, Raffaella; Del Amo, Yolanda; Denis, Michel; Dubelaar, George BJ; Endres, Sonja; Haraguchi, Lumi; Karlson, Bengt; Lambert, Christophe; Louchart, Arnaud; Marie, Dominique; Moncoiffé, Gwenaëlle; Pecqueur, David; Ribalet, François; Rijkeboer, Machteld; Silovic, Tina; Silva, Ricardo; Marro, Sophie; Sosik, Heidi M; Sourisseau, Marc; Tarran, Glen A; Van Oostende, Nicolas; Zhao, Li; Zheng, Shan (2022): Interoperable vocabulary for marine microbial flow cytometry. Frontiers in Marine Science, 9, 975877, https://doi.org/10.3389/fmars.2022.975877
Zubkov, M V; Burkill, P H; Topping, J N (2006): Flow cytometric enumeration of DNA-stained oceanic planktonic protists. Journal of Plankton Research, 29(1), 79-86, https://doi.org/10.1093/plankt/fbl059
Funding:
Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Bremerhaven (AWI), grant/award no. AFMOSAiC-1_00: Multidisciplinary drifting Observatory for the Study of Arctic Climate
Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Bremerhaven (AWI), grant/award no. AWI_PS122_00: Multidisciplinary drifting Observatory for the Study of Arctic Climate / MOSAiC
The Research Council of Norway (RCN), grant/award no. 280292: Ridges - Safe HAVens for ice-associated Flora and Fauna in a Seasonally ice-covered Arctic OCean
Coverage:
Median Latitude: 84.235918 * Median Longitude: 40.376395 * South-bound Latitude: 80.770900 * West-bound Longitude: -0.485000 * North-bound Latitude: 88.070800 * East-bound Longitude: 126.329900
Date/Time Start: 2019-10-28T00:00:00 * Date/Time End: 2020-07-20T00:00:00
Minimum DEPTH, ice/snow: 0.10 m * Maximum DEPTH, ice/snow: 2.67 m
Event(s):
PS122/1_5-78 * Latitude: 85.551309 * Longitude: 126.326096 * Date/Time: 2019-10-28T01:05:00 * Elevation: -4379.2 m * O2A Registry URI: https://registry.o2a-data.de/items/5065 * Campaign: PS122/1 (MOSAiC20192020) * Basis: Polarstern * Method/Device: Ice corer (IC) * Comment: temperature: T; 2nd temperature core as measurement were too slow for T: T2; S nutrient isotope: SALO 18; ECO1A: ECO1A; ECO1D: ECO1D; ECO1C: ECO1C; ECO1B: ECO1B; texture: TEX; DIC/TA: DIC; ECO2A: ECO2A; ECO2B: ECO2B; ECO2C: ECO2C; only bottom 10: MEIO; Repository: REP; CT using 9cm rather than 7cm as ice shatters: CT; RHO using 9cm rather than 7cm as ice shatters: RHO
PS122/1_6-36 * Latitude: 85.942870 * Longitude: 120.201472 * Date/Time: 2019-11-04T01:39:00 * Elevation: -4407.2 m * O2A Registry URI: https://registry.o2a-data.de/items/5065 * Campaign: PS122/1 (MOSAiC20192020) * Basis: Polarstern * Method/Device: Ice corer (IC) * Comment: SYI, T: temperature, backup, original FloeNavi record: LAT:85.933591, LONG:120.371864-20191104-PS122-1_6-SYI-T; SYI: CH4-; SYI, SALO18: salinity, nutrient, isotope-20191104-PS122-1_6-SYI-SALO18; SYI: Halo-; SYI, ECO1: CHLA-20191104-PS122-1_6-SYI-ECO1A; SYI, ECO1B: PROD-20191104-PS122-1_6-SYI-ECO1B; SYI, ISO-; SYI, ECO1C: PIGS-20191104-PS122-1_6-SYI-ECO1C; SYI, ECO1D:ALGAE-20191104-PS122-1_6-SYI-ECO1D; SYI, BROMO-; SYI, TEXture-20191104-PS122-1_6-SYI-TEX; SYI, REP, full bagged-20191104-PS122-1_6-SYI-REP; SYI, DIC, original FloeNavi record: LAT:85.93583, LONG:120.315434-20191104-PS122-1_6-SYI-DIC; SYI, ECO2A: DNA1-20191104-PS122-1_6-SYI-ECO2A; SYI, ECO2B: DNA2-20191104-PS122-1_6-SYI-ECO2B; SYI, ECO2C: RNA-20191104-PS122-1_6-SYI-ECO2C; SYI, MEIOI, bottom 10 cm only, upper part for PLT-20191104-PS122-1_6-SYI-MEIOI; SYI, CT3, 9 cm core to avoid ice shattering-20191104-PS122-1_6-SYI-CT3; SYI, MEIOI, bottom 10 cm only-20191104-PS122-1_6-SYI-MEIOII; SYI, MEIOIII, bottom 10 cm only-20191104-PS122-1_6-SYI-MEIOIII
PS122/1_7-9 * Latitude: 85.871159 * Longitude: 116.220002 * Date/Time: 2019-11-11T03:01:00 * Elevation: -4413.1 m * O2A Registry URI: https://registry.o2a-data.de/items/5065 * Campaign: PS122/1 (MOSAiC20192020) * Basis: Polarstern * Method/Device: Ice corer (IC) * Comment: temp: temp; Ch4: CH4; SALO18: SALO18; HOLO: HOLO; CHLA: CHLA; PROD: PROD; BROMO: BROMO; PIGS: PIGS; ISO: ISO; ALGAE: ALGAE; MEIO1: MEIO1; BAC: BAC; REP: REP; TEX: tex; DIC: DIC; DNA1: DNA1; DNA2: DNA2; RNA: RNA
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
1Event labelEventMüller, Oliver
2CampaignCampaignMüller, Oliver
3Activity descriptionActivityMüller, OliverMOSAiC week
4DATE/TIMEDate/TimeMüller, OliverGeocode
5LATITUDELatitudeMüller, OliverGeocode
6LONGITUDELongitudeMüller, OliverGeocode
7Device typeDeviceMüller, OliverDevice
8Core section labelSec labelMüller, OliverSection label
9Core section, commentSec commMüller, Oliver
10Depth commentDepth commMüller, Oliver
11DEPTH, ice/snowDepth ice/snowmMüller, OliverGeocode
12Red only fluorescing picophytoplanktonRedPico#/mlMüller, OliverAcoustic focusing cytometer, Thermo Fisher, Attune NxT [20 mW 488 nm (blue) laser]
13Red only fluorescing nanophytoplanktonRedNano#/mlMüller, OliverAcoustic focusing cytometer, Thermo Fisher, Attune NxT [20 mW 488 nm (blue) laser]
14Red only fluorescing nanophytoplankton, smallRedNano small#/mlMüller, OliverAcoustic focusing cytometer, Thermo Fisher, Attune NxT [20 mW 488 nm (blue) laser]
15Red only fluorescing nanophytoplankton, largeRedNano large#/mlMüller, OliverAcoustic focusing cytometer, Thermo Fisher, Attune NxT [20 mW 488 nm (blue) laser]
16Orange and red fluorescing picophytoplanktonOraPico#/mlMüller, OliverAcoustic focusing cytometer, Thermo Fisher, Attune NxT [20 mW 488 nm (blue) laser]
17Orange and red fluorescing nanophytoplanktonOraNano#/mlMüller, OliverAcoustic focusing cytometer, Thermo Fisher, Attune NxT [20 mW 488 nm (blue) laser]
18Orange fluorescing prokaryote picophytoplanktonOraPicoProk#/mlMüller, OliverAcoustic focusing cytometer, Thermo Fisher, Attune NxT [20 mW 488 nm (blue) laser]
19Heterotrophic nanoflagellatesHetNano#/mlMüller, OliverFlow cytometry system, Becton Dickinson, FACSCalibur
20Heterotrophic prokaryotesHetProk#/mlMüller, OliverFlow cytometry system, Becton Dickinson, FACSCalibur
21Heterotrophic prokaryotes with relatively low nucleic acidHetLNA#/mlMüller, OliverFlow cytometry system, Becton Dickinson, FACSCalibur
22Heterotrophic prokaryotes with relatively high nucleic acidHetHNA#/mlMüller, OliverFlow cytometry system, Becton Dickinson, FACSCalibur
23Heterotrophic prokaryotes, mediumHetProk medium#/mlMüller, OliverFlow cytometry system, Becton Dickinson, FACSCalibur
24Heterotrophic prokaryotes, largeHetProk large#/mlMüller, OliverFlow cytometry system, Becton Dickinson, FACSCalibur
25Heterotrophic prokaryotes, very largeHetProk very large#/mlMüller, OliverFlow cytometry system, Becton Dickinson, FACSCalibur
Status:
Curation Level: Enhanced curation (CurationLevelC)
Size:
5594 data points

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