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Müller, Oliver; Fong, Allison A; Olsen, Lasse Mørk; Hoppe, Clara Jule Marie; Torstensson, Anders; Heitman, Laura; Petelenz, Elzbieta; Larsen, Aud; Tsagaraki, Tatiana M; Mayers, Kyle; Langvad, Maria; Granskog, Mats A; Bratbak, Gunnar (2023): Flow cytometry dataset from first year sea ice (FYI) core bottom 5 cm sections showing the abundance of microorganisms (< 20 µm) during leg 2, 3 (February, March and April 2020) of the Arctic MOSAiC expedition [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.963560

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Abstract:
This dataset is a subset of 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) sampled from first year sea ice (FYI) core bottom 5 cm sections from leg 2 and 3 (February, March, April 2020). 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 (details provided in the data-file), 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., to be submitted to Elementa). 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; Virus = virus-like particles, including size refined subgroups: LFV (low fluorescence virus or small virus); MFV (medium fluorescence virus or medium virus); HFV (high fluorescence virus or large virus) according to Larsen et al., 2008. Exemplary plots showing the gating strategies that were followed can be found in "Interoperable vocabulary for marine microbial flow cytometry" (Thyssen et al., 2022).
Keyword(s):
flow cytometry; Ice core; microbial abundance; MOSAiC_ECO; MOSAiC expedition
References:
Larsen, L B; Larsen, Aud; Thyrhaug, Runar; Bratbak, Gunnar; Sandaa, Ruth-Anne (2008): Response of marine viral populations to a nutrient induced phytoplankton bloom at different pCO2 levels. Biogeosciences, 5(2), 523-533, https://doi.org/10.5194/bg-5-523-2008
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: 85.653893 * Median Longitude: 36.811878 * South-bound Latitude: 83.917641 * West-bound Longitude: 13.091900 * North-bound Latitude: 87.781189 * East-bound Longitude: 93.215103
Date/Time Start: 2020-02-03T07:45:00 * Date/Time End: 2020-04-27T10:22:00
Minimum DEPTH, ice/snow: 1.148 m * Maximum DEPTH, ice/snow: 3.125 m
Event(s):
PS122/2_23-3  * Latitude: 87.419012 * Longitude: 92.950027 * Date/Time: 2020-02-03T07:45:00 * Sensor URI: sensor.awi.de * Location: Arctic Ocean * Campaign: PS122/2 (MOSAiC20192020) * Basis: Polarstern * Method/Device: Ice corer (IC) * Comment: temp: bagged as ch4; ch4: baggecd ch4; salo18: saal.k
PS122/2_24-8  * Latitude: 87.788225 * Longitude: 91.629079 * Date/Time: 2020-02-10T08:10:00 * Sensor URI: sensor.awi.de * Location: Arctic Ocean * Campaign: PS122/2 (MOSAiC20192020) * Basis: Polarstern * Method/Device: Ice corer (IC) * Comment: T: ds fyi temp core packed as halo; halo: halo core ds fyi +temp on it; salo18: salo18 core ds fyi; rep: repository core ds fyi; chla eco1a: chla eco1a core at ds fyi; bac: backup core ds fyi; prod eco1b: prod eco1b core ds fyi; pigs eco1c: pigs eco1c core ds fyi; algae eco1d: eco1d core at ds fyi
PS122/3_32-63  * Latitude: 86.251998 * Longitude: 15.032578 * Date/Time: 2020-03-21T08:19:00 * Sensor URI: sensor.awi.de * Location: Arctic Ocean * Campaign: PS122/3 (MOSAiC20192020) * Basis: Polarstern * Method/Device: Ice corer (IC) * Comment: BROMO: FYI DS; SALO18: FYI DS; ECO1A: FYI DS; ECO1B: FYI DS; DIC: FYI DS; DMSP: FYI DS; CH4: FYI DS
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
Event labelEventMüller, Oliver
Sample code/labelSample labelMüller, Oliver
Leg NumberLegMüller, OliverMOSAiC leg
Activity descriptionActivityMüller, OliverMOSAiC week
DATE/TIMEDate/TimeMüller, OliverGeocode – UTC
Device typeDeviceMüller, Oliverdevice
Device typeDeviceMüller, Oliverdevice code
Depth, bathymetricBathy depthmMüller, Oliver
LATITUDELatitudeMüller, OliverGeocode
10 LONGITUDELongitudeMüller, OliverGeocode
11 FeatureFeatureMüller, Oliver
12 IdentificationIDMüller, Olivercorebag label
13 IdentificationIDMüller, Olivercoresection class id
14 IdentificationIDMüller, Olivercoresection class
15 DEPTH, ice/snowDepth ice/snowmMüller, OliverGeocode – mean depth
16 Core lengthCore lengthmMüller, Olivertotal; information indicates how many ice core sections were used (pooled ice cores)
17 VolumeVolmlMüller, OliverFSW added
18 Sample volumeSamp volmlMüller, Olivertotal
19 Sample volumeSamp volmlMüller, Oliverice melt vol (#19 = #18-#17)
20 FactorFactorMüller, Olivermelt volume factor (#20=#19/#18)
21 Red only fluorescing picophytoplanktonRedPico#/mlMüller, OliverAcoustic focusing cytometer, Thermo Fisher, Attune NxT [20 mW 488 nm (blue) laser]
22 Red only fluorescing nanophytoplanktonRedNano#/mlMüller, OliverAcoustic focusing cytometer, Thermo Fisher, Attune NxT [20 mW 488 nm (blue) laser]
23 Red only fluorescing nanophytoplankton, smallRedNano small#/mlMüller, OliverAcoustic focusing cytometer, Thermo Fisher, Attune NxT [20 mW 488 nm (blue) laser]
24 Red only fluorescing nanophytoplankton, largeRedNano large#/mlMüller, OliverAcoustic focusing cytometer, Thermo Fisher, Attune NxT [20 mW 488 nm (blue) laser]
25 Orange and red fluorescing picophytoplanktonOraPico#/mlMüller, OliverAcoustic focusing cytometer, Thermo Fisher, Attune NxT [20 mW 488 nm (blue) laser]
26 Orange and red fluorescing nanophytoplanktonOraNano#/mlMüller, OliverAcoustic focusing cytometer, Thermo Fisher, Attune NxT [20 mW 488 nm (blue) laser]
27 Orange fluorescing prokaryote picophytoplanktonOraPicoProk#/mlMüller, OliverAcoustic focusing cytometer, Thermo Fisher, Attune NxT [20 mW 488 nm (blue) laser]
28 Heterotrophic nanophytoplanktonHetNano#/mlMüller, OliverAcoustic focusing cytometer, Thermo Fisher, Attune NxT [20 mW 488 nm (blue) laser]
29 Heterotrophic prokaryotesHetProk#/mlMüller, OliverFlow cytometry system, Becton Dickinson, FACSCalibur
30 Heterotrophic prokaryotes with relatively low nucleic acidHetLNA#/mlMüller, OliverFlow cytometry system, Becton Dickinson, FACSCalibur
31 Heterotrophic prokaryotes with relatively high nucleic acidHetHNA#/mlMüller, OliverFlow cytometry system, Becton Dickinson, FACSCalibur
32 Heterotrophic prokaryotes, mediumHetProk medium#/mlMüller, OliverFlow cytometry system, Becton Dickinson, FACSCalibur
33 Heterotrophic prokaryotes, largeHetProk large#/mlMüller, OliverFlow cytometry system, Becton Dickinson, FACSCalibur
34 Heterotrophic prokaryotes, very largeHetProk very large#/mlMüller, OliverFlow cytometry system, Becton Dickinson, FACSCalibur
35 Virus-like particlesVirus-like#/mlMüller, OliverFlow cytometry system, Becton Dickinson, FACSCalibur
36 Virus, low DNA fluorescenceVirus LDNA#/mlMüller, OliverFlow cytometry system, Becton Dickinson, FACSCaliburLow fluorescence virus, LFV
37 Virus, medium DNA fluorescenceVirus HDNA#/mlMüller, OliverFlow cytometry system, Becton Dickinson, FACSCaliburMedium fluorescence virus, MFV
38 Virus, high DNA fluorescenceVirus HDNA#/mlMüller, OliverFlow cytometry system, Becton Dickinson, FACSCaliburHigh fluorescence virus, HFV
Status:
Curation Level: Enhanced curation (CurationLevelC)
Size:
226 data points

Data

Download dataset as tab-delimited text — use the following character encoding:


Event

Sample label

Leg
(MOSAiC leg)

Activity
(MOSAiC week)

Date/Time
(UTC)

Device
(device)

Device
(device code)

Bathy depth [m]

Latitude
10 
Longitude
11 
Feature
12 
ID
(corebag label)
13 
ID
(coresection class id)
14 
ID
(coresection class)
15 
Depth ice/snow [m]
(mean depth)
16 
Core length [m]
(total; information indicates ...)
17 
Vol [ml]
(FSW added)
18 
Samp vol [ml]
(total)
19 
Samp vol [ml]
(ice melt vol (#19 = #18-#17))
20 
Factor
(melt volume factor (#20=#19/#18))
21 
RedPico [#/ml]
(Acoustic focusing cytometer, ...)
22 
RedNano [#/ml]
(Acoustic focusing cytometer, ...)
23 
RedNano small [#/ml]
(Acoustic focusing cytometer, ...)
24 
RedNano large [#/ml]
(Acoustic focusing cytometer, ...)
25 
OraPico [#/ml]
(Acoustic focusing cytometer, ...)
26 
OraNano [#/ml]
(Acoustic focusing cytometer, ...)
27 
OraPicoProk [#/ml]
(Acoustic focusing cytometer, ...)
28 
HetNano [#/ml]
(Acoustic focusing cytometer, ...)
29 
HetProk [#/ml]
(Flow cytometry system, Becton...)
30 
HetLNA [#/ml]
(Flow cytometry system, Becton...)
31 
HetHNA [#/ml]
(Flow cytometry system, Becton...)
32 
HetProk medium [#/ml]
(Flow cytometry system, Becton...)
33 
HetProk large [#/ml]
(Flow cytometry system, Becton...)
34 
HetProk very large [#/ml]
(Flow cytometry system, Becton...)
35 
Virus-like [#/ml]
(Flow cytometry system, Becton...)
36 
Virus LDNA [#/ml]
(Low fluorescence virus, LFV, ...)
37 
Virus HDNA [#/ml]
(Medium fluorescence virus, MF...)
38 
Virus HDNA [#/ml]
(High fluorescence virus, HFV,...)
PS122/2_23-3 PS122_FCM_941PS122/2232020-02-03T07:45:00Ice Corer Kovacs Mark IISI_corer_9cm442687.4122619693.21510315FYI (first year)F1bott_A1bottom 00-05 cm1.2550.201000205010500.51219512239522527022587920619719483153430158301376003125429062471980794763093162360
PS122/2_24-8 PS122_FCM_1041PS122/2242020-02-10T08:10:00Ice Corer Kovacs Mark IISI_corer_9cm442387.7811889691.93093109FYI (first year)F1bott_A1bottom 00-05 cm1.1480.20100019009000.47368421113131302027102222642337071246271641010821761648432423028295991241830252801
PS122/3_32-63 PS122_FCM_1354PS122/3322020-03-21T08:19:00Ice Corer Kovacs Mark IISI_corer_9cm383986.2519989015.03258038FYI (first year)F32_A1bottom 00-05 cm3.1250.1050010055050.502487562127885434012604563020706230071112011887153411806387103531161269215184055
PS122/3_34-4 PS122_FCM_1481PS122/3342020-03-30T12:06:00Ice Corer Kovacs Mark IISI_corer_9cm463885.3653869613.09189987FYI (first year)F16bott2_A1bottom 00-05 cm1.5000.052504982480.497991968324485039844420234951284995455139440536724963141516144859026121145
PS122/3_35-11 PS122_FCM_1621PS122/3352020-04-06T09:03:00Ice Corer Kovacs Mark IISI_corer_9cm278084.5280990614.13086033FYI (first year)F18_bott1_A1bottom 00-05 cm1.6900.1575014517010.48311509330069417452080029416621043216867944820741954539392937525122231228198188954
PS122/3_36-21 PS122_FCM_1754PS122/3362020-04-14T08:27:00Ice Corer Kovacs Mark IISI_corer_9cm406484.3206710814.71971989FYI (first year)F21_bott1_A1bottom 00-05 cm2.0100.1575015007500.50000000083616904561234183621591778610652830339621886813379486106335951971060034205832
PS122/3_38-24 PS122_FCM_1913PS122/3382020-04-27T10:22:00Ice Corer Kovacs Mark IISI_corer_9cm407283.9176406915.56204987FYI (first year)F17bott1_A1bottom 00-05 cm1.6220.1575015568060.517994859730319319321261641901607396877063798323133148520714536486040350381081258248565