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            <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/dataset/994607.rdf" xlink:actuate="onRequest">Physiological measurements from an iron incubation experiment using upwelled waters in the California Current System during the PUPCYCLE II cruise in May and June 2023</gmx:Anchor>
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            <gco:CharacterString>Cite this dataset as: Speciale, E., Lim, P., Jeong, Y., Cook, C., Cohen, N., McClure, W., Schnetzer, A., Marchetti, A. (2026) Physiological measurements from an iron incubation experiment using upwelled waters in the California Current System during the PUPCYCLE II cruise in May and June 2023. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2026-08-12 [if applicable, indicate subset used]. http://lod.bco-dmo.org/id/dataset/994607 [access date]</gco:CharacterString>
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        <gco:CharacterString>Physiology from iron incubation experiments PUPCYCLE II Dataset Description: &amp;lt;p&amp;gt;This dataset is one of many generated from an iron incubation experiment conducted as part of the PUPCYCLE II cruise in May and June 2023. The different analyses are listed here, with links to other datasets from this study in the Related Datasets section.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Analyses&amp;amp;nbsp;include:&amp;lt;/p&amp;gt;

&amp;lt;ul&amp;gt;
&amp;lt;li&amp;gt;&amp;lt;strong&amp;gt;Physiology (this dataset 994607)&amp;lt;/strong&amp;gt;

&amp;lt;ul&amp;gt;
&amp;lt;li&amp;gt;&amp;lt;strong&amp;gt;Dissolved inorganic nutrients (nitrate, phosphate, silicic acid)&amp;lt;/strong&amp;gt;&amp;lt;/li&amp;gt;
&amp;lt;li&amp;gt;&amp;lt;strong&amp;gt;Size-fractionated chlorophyll a&amp;lt;/strong&amp;gt;&amp;lt;/li&amp;gt;
&amp;lt;li&amp;gt;&amp;lt;strong&amp;gt;Size-fractionated isotope uptake rates (nitrate and DIC)&amp;lt;/strong&amp;gt;&amp;lt;/li&amp;gt;
&amp;lt;li&amp;gt;&amp;lt;strong&amp;gt;Flow cytometry&amp;lt;/strong&amp;gt;&amp;lt;/li&amp;gt;
&amp;lt;li&amp;gt;&amp;lt;strong&amp;gt;FlowCAM analysis&amp;lt;/strong&amp;gt;&amp;lt;/li&amp;gt;
&amp;lt;li&amp;gt;&amp;lt;strong&amp;gt;FLP experiments for mixotroph cell-specific grazing rates&amp;lt;/strong&amp;gt;&amp;lt;/li&amp;gt;
&amp;lt;/ul&amp;gt;
&amp;lt;/li&amp;gt;
&amp;lt;li&amp;gt;RNA taxonomy data for normalized reads (dataset 1003525)&amp;lt;/li&amp;gt;
&amp;lt;li&amp;gt;Differential expression for +Fe versus DFB treatments at T1 and T2: Pfam
&amp;lt;ul&amp;gt;
&amp;lt;li&amp;gt;Mixotroph Pfam (dataset 1004659)&amp;lt;/li&amp;gt;
&amp;lt;li&amp;gt;Diatom Pfam (dataset 1004674)&amp;lt;/li&amp;gt;
&amp;lt;/ul&amp;gt;
&amp;lt;/li&amp;gt;
&amp;lt;li&amp;gt;Differential expression for +Fe versus DFB treatments at T1 and T2 for mixotrophs and diatoms: KEGG gene&amp;amp;nbsp;(dataset 1004689)&amp;lt;/li&amp;gt;
&amp;lt;li&amp;gt;Differential expression for +Fe versus DFB treatments at T1 and T2 for mixotrophs and diatoms: KEGG pathways (this dataset 1004704)&amp;lt;/li&amp;gt;
&amp;lt;li&amp;gt;Dissolved iron concentrations (dataset 1004007)&amp;lt;/li&amp;gt;
&amp;lt;/ul&amp;gt;

&amp;lt;p&amp;gt;See Related Datasets section below for links to above mentioned datasets.&amp;lt;/p&amp;gt; Methods and Sampling: &amp;lt;p&amp;gt;Data collection took place on the R/V Sally Ride from May 29th to June 10th, 2023. To simulate upwelling conditions under different iron treatments, an onboard incubation experiment was conducted. Seawater for the incubation experiment was collected within the northern CCS, off the southern coast of Oregon at 43°02'42.7&amp;quot;N, 124°33'07.2&amp;quot;W. The collected seawater was deemed as freshly upwelled water and taken from a depth of 55 meters – which corresponds to a depth slightly below the euphotic zone receiving less than 1% irradiance – using trace-metal clean techniques on May 30th, 2023, 13:30 GMT. The seawater was pumped and homogenized using trace metal clean techniques, then transferred into a total of thirty 20 L low-density polyethylene cubitainers. Three cubitainers were immediately harvested for the initial timepoint (T0). The remaining twenty-seven cubitainers were assigned treatments: nine were unamended (labeled Ctrl), nine were amended with 5 nM FeCl&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; (labeled +Fe), and nine were amended with 200 nM desferrioxamine B, a strong iron chelator that inhibits dissolved iron uptake (labeled DFB). The cubitainers were placed in an on-deck incubator covered with two layers of neutral-density screening to simulate 26% of incident irradiance and supplied with flow-through surface seawater to maintain ambient surface temperature. Three cubitainers from each treatment were harvested for each of the three subsequent timepoints: 48 hours (T1), 168 hours (T2), and 264 hours (T3) after incubation.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Dissolved inorganic nutrients. &amp;lt;/strong&amp;gt;Dissolved inorganic nutrient measurements were collected by filtering 30 mL of seawater through a GF/F filter into an acid-rinsed polypropylene scintillation vial. The filtrate was immediately frozen and then sent to Wetland Biogeochemistry Analytic Services at Louisiana State University and analyzed via their OI Analytical Flow Solutions IV auto analyzer for nitrate + nitrite, nitrite, phosphate (PO&amp;lt;sub&amp;gt;4&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;3-&amp;lt;/sup&amp;gt;), and silicic acid (Si(OH)&amp;lt;sub&amp;gt;4&amp;lt;/sub&amp;gt;). Detection limits were 0.09 μM for nitrate + nitrite, 0.02 μM for PO&amp;lt;sub&amp;gt;4&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;3-&amp;lt;/sup&amp;gt;, and 0.02 μM for Si(OH)&amp;lt;sub&amp;gt;4&amp;lt;/sub&amp;gt;. Nitrate (NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;-&amp;lt;/sup&amp;gt;) concentrations were derived by subtracting the concentration of nitrite&amp;lt;sup&amp;gt; &amp;lt;/sup&amp;gt;from nitrate + nitrite. NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;-&amp;lt;/sup&amp;gt; concentrations were also used in calculations for NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;-&amp;lt;/sup&amp;gt; uptake rates.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Size-fractionated chlorophyll a. &amp;lt;/strong&amp;gt;Chlorophyll &amp;lt;em&amp;gt;a&amp;lt;/em&amp;gt; (chl &amp;lt;em&amp;gt;a&amp;lt;/em&amp;gt;) measurements were collected by gravity filtering 250 mL of seawater through 5 μm Isopore membrane filters (47 mm) to collect large cells (≥ 5 μm), then vacuum filtering the remaining seawater onto GF/F (25 mm) filters under 100 mmHg of vacuum pressure to collect small cells (&amp;amp;lt; 5 μm). Filters were then rinsed with filtered seawater and stored at -20℃. Chl &amp;lt;em&amp;gt;a&amp;lt;/em&amp;gt; was extracted on the ship using 90% acetone solution at -20℃ for 24 hours, then measured on a 10-AU fluorometer (Turner Designs, San Jose, CA) using the acidification method (Parsons et al., 1984).&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Size-fractionated isotope uptake rates. &amp;lt;/strong&amp;gt;Isotope uptake rates of dissolved inorganic carbon (DIC) and NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;-&amp;lt;/sup&amp;gt; were assessed by collecting seawater into 1 L polycarbonate bottles (filled to the top, resulting in a total volume of 1.09 L). Each bottle was immediately spiked with NaH&amp;lt;sup&amp;gt;13&amp;lt;/sup&amp;gt;CO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt; and Na&amp;lt;sup&amp;gt;15&amp;lt;/sup&amp;gt;NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;, with spiking concentrations varying depending on the ambient DIC and NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;-&amp;lt;/sup&amp;gt; concentrations. The ambient DIC concentrations were estimated at 2000 μM based on literature values (Fassbender et al., 2011), while the NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;-&amp;lt;/sup&amp;gt; ambient concentrations were estimated using the Submersible Ultraviolet Nitrate Analyzer (SUNA) (Johnson &amp;amp;amp; Coletti, 2002). These estimates resulted in adding 200 μM of &amp;lt;sup&amp;gt;13&amp;lt;/sup&amp;gt;C to every sample as well as 2, 2, 0.50, and 0.20 μM of &amp;lt;sup&amp;gt;15&amp;lt;/sup&amp;gt;N at T0, T1, T2, and T3 respectively, to achieve approximate additions of 10% of the ambient DIC and NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;-&amp;lt;/sup&amp;gt; concentrations.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Samples were then placed in the ship incubator for 6 hours, simulated under 25% of incident irradiance. After incubation, the seawater from each bottle was gravity filtered onto 5 μm Isopore membrane filters (47 mm) to collect large cells and vacuum filtered onto pre-combusted (450℃ for 5 hours) GF/F filters to collect small cells. Large cells were then rinsed off the Isopore filter using 0.2 mm filtered seawater and vacuum filtered onto pre-combusted (450℃ for 5 hours) GF/F filters. The standard filtering volume was 1.09 L, but due to accumulation of biomass hindering filtering at the later timepoints, all samples in T2 and T3 had a filtering volume of 0.5 L. Filters were stored in small petri dishes at -20℃ until lab preparation.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;To prepare for lab analysis, filters were dried at 60℃ for 24 hours, encapsulated in tin, and pelletized. Pelletized samples were sent to the UC Davis Stable Isotope Facility, where they were analyzed for particulate organic carbon (POC), particulate organic nitrogen (PON), and atom percentages of &amp;lt;sup&amp;gt;13&amp;lt;/sup&amp;gt;C and &amp;lt;sup&amp;gt;15&amp;lt;/sup&amp;gt;N using an isotope ratio mass spectrometer (EA-IRMS).&amp;amp;nbsp;POC and PON concentrations (μM) were calculated by dividing the mass of POC/PON (μg) by the respective atomic mass of carbon and nitrogen over the volume filtered. Absolute uptake rates (⍴) of DIC and NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;- &amp;lt;/sup&amp;gt;were calculated using the constant transport model and biomass-normalized uptake rates (&amp;lt;em&amp;gt;V&amp;lt;/em&amp;gt;) of DIC and NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;-&amp;lt;/sup&amp;gt; were calculated using the specific uptake model; these calculations utilize actual dissolved NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;- &amp;lt;/sup&amp;gt;concentrations (Dugdale and Wilkerson, 1986).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Flow Cytometry. &amp;lt;/strong&amp;gt;Flow cytometry was performed on a Guava easyCyte HT flow cytometer live on the cruise. The Guava easyCyte HT was outfitted with a blue 488 nm laser. Gain settings were forward scatter (FSC) 4, side scatter (SSC) 1, green fluorescence 2.95, yellow fluorescence 98.7, and red fluorescence 4. Communities of interest were gated based on community recommendations (Thyssen et al., 2022). &amp;lt;em&amp;gt;Synechococcus&amp;lt;/em&amp;gt; were detected based on high yellow fluorescence and low FSC, picoeukaryotes (~1-3 µm) were detected based on medium yellow and red fluorescence, and nanoeukaryotes (~3-20 µm) were detected based on high red fluorescence. Samples for bacteria abundance were preserved with 0.25% glutaraldehyde and frozen at -80 ºC. Samples were then stained SYBR Green I (Thermo Fisher; 10,000x stock) diluted to a final concentration of 1x and measured on the Guava EasyCyte HT flow cytometer.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;FlowCAM Analysis. &amp;lt;/strong&amp;gt;FlowCAM imaging was performed for T2 samples of the iron incubation experiment based on the protocol provided by Pierce et al. 2023 using a Portable Series FlowCam connected to a peristaltic pump. A 10x FlowCell objective was used on autoimage mode for samples preserved in Lugols. The sets of images produced were analyzed using the Yokogawa Fluid Imaging VisualSpreadsheet software. Any images not containing particles (such as bubbles or blurry images) and/or less than 15 µm were deleted from the dataset. For each sample, the first 300 identifiable diatom cells were counted and categorized based on cell morphology and assigned to taxa at the genus level when possible. Final categories included: &amp;lt;em&amp;gt;Asterionellopsis&amp;lt;/em&amp;gt; spp., &amp;lt;em&amp;gt;Chaetoceros&amp;lt;/em&amp;gt; spp., &amp;lt;em&amp;gt;Pseudo-nitzschia&amp;lt;/em&amp;gt; spp., other centric diatoms, and other pennate diatoms. To calculate concentrations of each diatom taxonomy within each sample (cells/L), the following equation was used:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;(# of cells counted * image factor) / volume run&amp;amp;nbsp;through FlowCAM&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The image factor was determined by taking the total number of images for the sample (after quality control) divided the number of images counted for all taxonomy. The volume processed through the FlowCAM was 25 mL for all samples.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;FLP Experiments for Mixotroph Grazing. &amp;lt;/strong&amp;gt;Fluorescently labeled particle (FLP) incubations were performed and analyzed for the iron incubation experiment based on the protocol provided and used by Cook et al. (2025). 500 mL of seawater was pre-screened through 200 µm mesh to remove mesozooplankton. Fluorescently labeled surrogate microspheres (0.5 µm diameter, Fluoresbrite, Polysciences) were spiked into the volume at concentrations of 10^&amp;lt;sup&amp;gt;5&amp;lt;/sup&amp;gt; particles mL&amp;lt;sup&amp;gt;-1&amp;lt;/sup&amp;gt;. Immediately after surrogate prey addition, a time zero (T&amp;lt;sub&amp;gt;initial&amp;lt;/sub&amp;gt;) sample was taken and preserved. For preservation, 10-30 mL were fixed with 4% glutaraldehyde, incubated at 4 ºC for 30 minutes, filtered onto 3 µm polycarbonate filters, mounted using DAPI Vectashield (Vector Laboratories), and frozen at -20 ºC. Incubations were carried out for one hour in a clear plexiglass flow-through incubator with mesh bags emulating &amp;lt;em&amp;gt;in situ &amp;lt;/em&amp;gt;light availability. After an hour incubation, another sample (T&amp;lt;sub&amp;gt;final&amp;lt;/sub&amp;gt;) was taken and preserved in the same manner as T&amp;lt;sub&amp;gt;initial&amp;lt;/sub&amp;gt;.&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;FLP incubation analysis was performed using an Olympus CKX53 inverted microscope at 400x total magnification. The field-of-view counting method with a calibrated reticle was used. At least 300 chloroplast-containing cells were enumerated on every slide to ensure statistical reliability. Cell specific grazing rate (CSGR, bacteria mixotroph&amp;lt;sup&amp;gt;-1&amp;lt;/sup&amp;gt; hr&amp;lt;sup&amp;gt;-1&amp;lt;/sup&amp;gt;), was calculated using the following equation:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;CSGR = (((C&amp;lt;sub&amp;gt;ingested &amp;lt;/sub&amp;gt;/ C&amp;lt;sub&amp;gt;photo&amp;lt;/sub&amp;gt;)&amp;lt;sub&amp;gt;Tfinal&amp;lt;/sub&amp;gt; - (C&amp;lt;sub&amp;gt;ingested &amp;lt;/sub&amp;gt;/ C&amp;lt;sub&amp;gt;photo&amp;lt;/sub&amp;gt;)&amp;lt;sub&amp;gt;Tinitial&amp;lt;/sub&amp;gt;) / t) * (C&amp;lt;sub&amp;gt;bacteria&amp;lt;/sub&amp;gt; / C&amp;lt;sub&amp;gt;FLP&amp;lt;/sub&amp;gt;)&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;C&amp;lt;sub&amp;gt;ingested&amp;lt;/sub&amp;gt; is the count of ingested beads divided by the count of all pigmented phototrophic cells (C&amp;lt;sub&amp;gt;photo&amp;lt;/sub&amp;gt;), with T&amp;lt;sub&amp;gt;initial&amp;lt;/sub&amp;gt; values subtracted from T&amp;lt;sub&amp;gt;final&amp;lt;/sub&amp;gt; values to account for non-ingestion adsorption. Values were divided by time of incubation in hours (t) then multiplied by the Bacteria:FLP ratio. C&amp;lt;sub&amp;gt;bacteria&amp;lt;/sub&amp;gt; is the natural concentration of heterotrophic bacteria measured via flow cytometry and C&amp;lt;sub&amp;gt;FLP&amp;lt;/sub&amp;gt; is the concentration of FLPs spiked into the sample (10&amp;lt;sup&amp;gt;5&amp;lt;/sup&amp;gt; particles mL&amp;lt;sup&amp;gt;-1&amp;lt;/sup&amp;gt;).&amp;amp;nbsp;&amp;lt;/p&amp;gt;</gco:CharacterString>
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	Name: Sample_ID
	Units: unitless
	Description: &lt;p&gt;Full name of sample indicating timepoint, treatment, and replicate&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004336.rdf
	Name: Q_Number
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http://lod.bco-dmo.org/id/dataset-parameter/1004337.rdf
	Name: Timepoint
	Units: unitless
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http://lod.bco-dmo.org/id/dataset-parameter/1004338.rdf
	Name: Treatment
	Units: unitless
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http://lod.bco-dmo.org/id/dataset-parameter/1004339.rdf
	Name: Replicate
	Units: unitless
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http://lod.bco-dmo.org/id/dataset-parameter/1004340.rdf
	Name: Timepoint_Hours
	Units: hours
	Description: &lt;p&gt;Measured time at which each sample was collected during experiment&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004341.rdf
	Name: ISO_DateTime_UTC
	Units: datetime
	Description: &lt;p&gt;Month, day, year and time at which each sample was collected in GMT&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004343.rdf
	Name: Nitrate
	Units: micromolar (uM)
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http://lod.bco-dmo.org/id/dataset-parameter/1004344.rdf
	Name: Phosphate
	Units: micromolar (uM)
	Description: &lt;p&gt;Dissolved nutrient concentration of phosphate&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004345.rdf
	Name: Silicic_Acid
	Units: micromolar (uM)
	Description: &lt;p&gt;Dissolved nutrient concentration of silicic acid&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004346.rdf
	Name: Chla_Large
	Units: micrograms per liter (ug/L)
	Description: &lt;p&gt;Chlorophyll a concentration of large (&amp;gt;= 5 microns) size fraction&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004347.rdf
	Name: Chla_Small
	Units: micrograms per liter (ug/L)
	Description: &lt;p&gt;Chlorophyll a concentration of small (&amp;lt; 5 microns) size fraction&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004348.rdf
	Name: PON_Large
	Units: micromolar (uM)
	Description: &lt;p&gt;Particulate organic nitrogen concentration of large (&amp;gt;= 5 microns) size fraction&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004349.rdf
	Name: PON_Small
	Units: micromolar (uM)
	Description: &lt;p&gt;Particulate organic nitrogen concentration of small ( &amp;lt; 5 microns) size fraction&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004350.rdf
	Name: pNO3_Large
	Units: micromoles per liter per hour (umol/ (L*hr))
	Description: &lt;p&gt;Absolute uptake rate of nitrate from the large (&amp;gt;= 5 microns) size fraction&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004351.rdf
	Name: pNO3_Small
	Units: micromoles per liter per hour (umol/ (L*hr))
	Description: &lt;p&gt;Absolute uptake rate of nitrate from the small (&amp;lt; 5 microns) size fraction&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004352.rdf
	Name: VNO3_Large
	Units: per hour (1/hr)
	Description: &lt;p&gt;Biomass-normalized uptake rate of nitrate from the large (&amp;gt;= 5 microns) size fraction&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004353.rdf
	Name: VNO3_Small
	Units: per hour (1/hr)
	Description: &lt;p&gt;Biomass-normalized uptake rate of nitrate from the small (&amp;lt; 5 microns) size fraction&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004354.rdf
	Name: POC_Large
	Units: micromolar (uM)
	Description: &lt;p&gt;Particulate organic carbon concentration of large (&amp;gt;= 5 microns) size fraction&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004355.rdf
	Name: POC_Small
	Units: micromolar (uM)
	Description: &lt;p&gt;Particulate organic carbon concentration of small (&amp;lt; 5 microns) size fraction&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004356.rdf
	Name: pDIC_Large
	Units: micromoles per liter per hour (umol/ (L*hr))
	Description: &lt;p&gt;Absolute uptake rate of dissolved inorganic carbon (DIC) from the large (&amp;gt;= 5 microns) size fraction&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004357.rdf
	Name: pDIC_Small
	Units: micromoles per liter per hour (umol/ (L*hr))
	Description: &lt;p&gt;Absolute uptake rate of dissolved inorganic carbon (DIC) from the small (&amp;lt; 5 microns) size fraction&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004358.rdf
	Name: VDIC_Large
	Units: per hour (1/hr)
	Description: &lt;p&gt;Biomass-normalized uptake rate of dissolved inorganic carbon (DIC) from the large (&amp;gt;= 5 microns) size fraction&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004359.rdf
	Name: VDIC_Small
	Units: per hour (1/hr)
	Description: &lt;p&gt;Biomass-normalized uptake rate of dissolved inorganic carbon (DIC) from the small (&amp;lt; 5 microns) size fraction&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004360.rdf
	Name: Nanoeuks_R1
	Units: cells per milliliter (cells/mL)
	Description: &lt;p&gt;Nanoeukaryote concentration of first replicate using flow cytometry&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004361.rdf
	Name: Synec_R1
	Units: cells per milliliter (cells/mL)
	Description: &lt;p&gt;Synechococcus concentration of first replicate using flow cytometry&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004362.rdf
	Name: Picoeuks_R1
	Units: cells per milliliter (cells/mL)
	Description: &lt;p&gt;Picoeukaryote concentration of first replicate using flow cytometry&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004363.rdf
	Name: Nanoeuks_R2
	Units: cells per milliliter (cells/mL)
	Description: &lt;p&gt;Nanoeukaryote concentration of second replicate using flow cytometry&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004364.rdf
	Name: Synec_R2
	Units: cells per milliliter (cells/mL)
	Description: &lt;p&gt;Synechococcus concentration of second replicate using flow cytometry&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004365.rdf
	Name: Picoeuks_R2
	Units: cells per milliliter (cells/mL)
	Description: &lt;p&gt;Picoeukaryote concentration of second replicate using flow cytometry&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004366.rdf
	Name: Bacteria
	Units: cells per milliliter (cells/mL)
	Description: &lt;p&gt;Bacteria concentration using flow cytometry&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004367.rdf
	Name: Asterionellopsis
	Units: cells per liter (cells/L)
	Description: &lt;p&gt;Asterionellopsis concentration from FlowCAM imaging&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004368.rdf
	Name: Chaetoceros
	Units: cells per liter (cells/L)
	Description: &lt;p&gt;Chaetoceros concentration from FlowCAM imaging&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004369.rdf
	Name: Pseudonitzschia
	Units: cells per liter (cells/L)
	Description: &lt;p&gt;Pseudo-nitzschia concentration from FlowCAM imaging&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004370.rdf
	Name: Other_Centrics
	Units: cells per liter (cells/L)
	Description: &lt;p&gt;Other unidentified centric diatom concentrations from FlowCAM imaging&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004371.rdf
	Name: Other_Pennates
	Units: cells per liter (cells/L)
	Description: &lt;p&gt;Other unidentified pennate diatom concentrations from FlowCAM imaging&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004372.rdf
	Name: Bacteria_FLP_Ratio
	Units: unitless
	Description: &lt;p&gt;Bacteria concentration (based on flow cytometry) to fluorescently labelled particle concentration (always 10^5 particles/mL) ratio&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004373.rdf
	Name: Cell_Specific_Grazing_Rate
	Units: bacteria cells per hour (bacteria cells/hr)
	Description: &lt;p&gt;Cell specific grazing rates of mixotrophs calculated using FLP incubation results&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004941.rdf
	Name: Latitude
	Units: decimal degrees
	Description: &lt;p&gt;Latitude of sampling station&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/1004943.rdf
	Name: Longitude
	Units: decimal degrees
	Description: &lt;p&gt;Longitude of sampling station&lt;/p&gt; 
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                <gco:CharacterString>&amp;lt;p&amp;gt;Data collection took place on the R/V Sally Ride from May 29th to June 10th, 2023. To simulate upwelling conditions under different iron treatments, an onboard incubation experiment was conducted. Seawater for the incubation experiment was collected within the northern CCS, off the southern coast of Oregon at 43°02'42.7&amp;quot;N, 124°33'07.2&amp;quot;W. The collected seawater was deemed as freshly upwelled water and taken from a depth of 55 meters – which corresponds to a depth slightly below the euphotic zone receiving less than 1% irradiance – using trace-metal clean techniques on May 30th, 2023, 13:30 GMT. The seawater was pumped and homogenized using trace metal clean techniques, then transferred into a total of thirty 20 L low-density polyethylene cubitainers. Three cubitainers were immediately harvested for the initial timepoint (T0). The remaining twenty-seven cubitainers were assigned treatments: nine were unamended (labeled Ctrl), nine were amended with 5 nM FeCl&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; (labeled +Fe), and nine were amended with 200 nM desferrioxamine B, a strong iron chelator that inhibits dissolved iron uptake (labeled DFB). The cubitainers were placed in an on-deck incubator covered with two layers of neutral-density screening to simulate 26% of incident irradiance and supplied with flow-through surface seawater to maintain ambient surface temperature. Three cubitainers from each treatment were harvested for each of the three subsequent timepoints: 48 hours (T1), 168 hours (T2), and 264 hours (T3) after incubation.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Dissolved inorganic nutrients. &amp;lt;/strong&amp;gt;Dissolved inorganic nutrient measurements were collected by filtering 30 mL of seawater through a GF/F filter into an acid-rinsed polypropylene scintillation vial. The filtrate was immediately frozen and then sent to Wetland Biogeochemistry Analytic Services at Louisiana State University and analyzed via their OI Analytical Flow Solutions IV auto analyzer for nitrate + nitrite, nitrite, phosphate (PO&amp;lt;sub&amp;gt;4&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;3-&amp;lt;/sup&amp;gt;), and silicic acid (Si(OH)&amp;lt;sub&amp;gt;4&amp;lt;/sub&amp;gt;). Detection limits were 0.09 μM for nitrate + nitrite, 0.02 μM for PO&amp;lt;sub&amp;gt;4&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;3-&amp;lt;/sup&amp;gt;, and 0.02 μM for Si(OH)&amp;lt;sub&amp;gt;4&amp;lt;/sub&amp;gt;. Nitrate (NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;-&amp;lt;/sup&amp;gt;) concentrations were derived by subtracting the concentration of nitrite&amp;lt;sup&amp;gt; &amp;lt;/sup&amp;gt;from nitrate + nitrite. NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;-&amp;lt;/sup&amp;gt; concentrations were also used in calculations for NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;-&amp;lt;/sup&amp;gt; uptake rates.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Size-fractionated chlorophyll a. &amp;lt;/strong&amp;gt;Chlorophyll &amp;lt;em&amp;gt;a&amp;lt;/em&amp;gt; (chl &amp;lt;em&amp;gt;a&amp;lt;/em&amp;gt;) measurements were collected by gravity filtering 250 mL of seawater through 5 μm Isopore membrane filters (47 mm) to collect large cells (≥ 5 μm), then vacuum filtering the remaining seawater onto GF/F (25 mm) filters under 100 mmHg of vacuum pressure to collect small cells (&amp;amp;lt; 5 μm). Filters were then rinsed with filtered seawater and stored at -20℃. Chl &amp;lt;em&amp;gt;a&amp;lt;/em&amp;gt; was extracted on the ship using 90% acetone solution at -20℃ for 24 hours, then measured on a 10-AU fluorometer (Turner Designs, San Jose, CA) using the acidification method (Parsons et al., 1984).&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Size-fractionated isotope uptake rates. &amp;lt;/strong&amp;gt;Isotope uptake rates of dissolved inorganic carbon (DIC) and NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;-&amp;lt;/sup&amp;gt; were assessed by collecting seawater into 1 L polycarbonate bottles (filled to the top, resulting in a total volume of 1.09 L). Each bottle was immediately spiked with NaH&amp;lt;sup&amp;gt;13&amp;lt;/sup&amp;gt;CO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt; and Na&amp;lt;sup&amp;gt;15&amp;lt;/sup&amp;gt;NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;, with spiking concentrations varying depending on the ambient DIC and NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;-&amp;lt;/sup&amp;gt; concentrations. The ambient DIC concentrations were estimated at 2000 μM based on literature values (Fassbender et al., 2011), while the NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;-&amp;lt;/sup&amp;gt; ambient concentrations were estimated using the Submersible Ultraviolet Nitrate Analyzer (SUNA) (Johnson &amp;amp;amp; Coletti, 2002). These estimates resulted in adding 200 μM of &amp;lt;sup&amp;gt;13&amp;lt;/sup&amp;gt;C to every sample as well as 2, 2, 0.50, and 0.20 μM of &amp;lt;sup&amp;gt;15&amp;lt;/sup&amp;gt;N at T0, T1, T2, and T3 respectively, to achieve approximate additions of 10% of the ambient DIC and NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;-&amp;lt;/sup&amp;gt; concentrations.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Samples were then placed in the ship incubator for 6 hours, simulated under 25% of incident irradiance. After incubation, the seawater from each bottle was gravity filtered onto 5 μm Isopore membrane filters (47 mm) to collect large cells and vacuum filtered onto pre-combusted (450℃ for 5 hours) GF/F filters to collect small cells. Large cells were then rinsed off the Isopore filter using 0.2 mm filtered seawater and vacuum filtered onto pre-combusted (450℃ for 5 hours) GF/F filters. The standard filtering volume was 1.09 L, but due to accumulation of biomass hindering filtering at the later timepoints, all samples in T2 and T3 had a filtering volume of 0.5 L. Filters were stored in small petri dishes at -20℃ until lab preparation.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;To prepare for lab analysis, filters were dried at 60℃ for 24 hours, encapsulated in tin, and pelletized. Pelletized samples were sent to the UC Davis Stable Isotope Facility, where they were analyzed for particulate organic carbon (POC), particulate organic nitrogen (PON), and atom percentages of &amp;lt;sup&amp;gt;13&amp;lt;/sup&amp;gt;C and &amp;lt;sup&amp;gt;15&amp;lt;/sup&amp;gt;N using an isotope ratio mass spectrometer (EA-IRMS).&amp;amp;nbsp;POC and PON concentrations (μM) were calculated by dividing the mass of POC/PON (μg) by the respective atomic mass of carbon and nitrogen over the volume filtered. Absolute uptake rates (⍴) of DIC and NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;- &amp;lt;/sup&amp;gt;were calculated using the constant transport model and biomass-normalized uptake rates (&amp;lt;em&amp;gt;V&amp;lt;/em&amp;gt;) of DIC and NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;-&amp;lt;/sup&amp;gt; were calculated using the specific uptake model; these calculations utilize actual dissolved NO&amp;lt;sub&amp;gt;3&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;- &amp;lt;/sup&amp;gt;concentrations (Dugdale and Wilkerson, 1986).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Flow Cytometry. &amp;lt;/strong&amp;gt;Flow cytometry was performed on a Guava easyCyte HT flow cytometer live on the cruise. The Guava easyCyte HT was outfitted with a blue 488 nm laser. Gain settings were forward scatter (FSC) 4, side scatter (SSC) 1, green fluorescence 2.95, yellow fluorescence 98.7, and red fluorescence 4. Communities of interest were gated based on community recommendations (Thyssen et al., 2022). &amp;lt;em&amp;gt;Synechococcus&amp;lt;/em&amp;gt; were detected based on high yellow fluorescence and low FSC, picoeukaryotes (~1-3 µm) were detected based on medium yellow and red fluorescence, and nanoeukaryotes (~3-20 µm) were detected based on high red fluorescence. Samples for bacteria abundance were preserved with 0.25% glutaraldehyde and frozen at -80 ºC. Samples were then stained SYBR Green I (Thermo Fisher; 10,000x stock) diluted to a final concentration of 1x and measured on the Guava EasyCyte HT flow cytometer.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;FlowCAM Analysis. &amp;lt;/strong&amp;gt;FlowCAM imaging was performed for T2 samples of the iron incubation experiment based on the protocol provided by Pierce et al. 2023 using a Portable Series FlowCam connected to a peristaltic pump. A 10x FlowCell objective was used on autoimage mode for samples preserved in Lugols. The sets of images produced were analyzed using the Yokogawa Fluid Imaging VisualSpreadsheet software. Any images not containing particles (such as bubbles or blurry images) and/or less than 15 µm were deleted from the dataset. For each sample, the first 300 identifiable diatom cells were counted and categorized based on cell morphology and assigned to taxa at the genus level when possible. Final categories included: &amp;lt;em&amp;gt;Asterionellopsis&amp;lt;/em&amp;gt; spp., &amp;lt;em&amp;gt;Chaetoceros&amp;lt;/em&amp;gt; spp., &amp;lt;em&amp;gt;Pseudo-nitzschia&amp;lt;/em&amp;gt; spp., other centric diatoms, and other pennate diatoms. To calculate concentrations of each diatom taxonomy within each sample (cells/L), the following equation was used:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;(# of cells counted * image factor) / volume run&amp;amp;nbsp;through FlowCAM&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The image factor was determined by taking the total number of images for the sample (after quality control) divided the number of images counted for all taxonomy. The volume processed through the FlowCAM was 25 mL for all samples.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;FLP Experiments for Mixotroph Grazing. &amp;lt;/strong&amp;gt;Fluorescently labeled particle (FLP) incubations were performed and analyzed for the iron incubation experiment based on the protocol provided and used by Cook et al. (2025). 500 mL of seawater was pre-screened through 200 µm mesh to remove mesozooplankton. Fluorescently labeled surrogate microspheres (0.5 µm diameter, Fluoresbrite, Polysciences) were spiked into the volume at concentrations of 10^&amp;lt;sup&amp;gt;5&amp;lt;/sup&amp;gt; particles mL&amp;lt;sup&amp;gt;-1&amp;lt;/sup&amp;gt;. Immediately after surrogate prey addition, a time zero (T&amp;lt;sub&amp;gt;initial&amp;lt;/sub&amp;gt;) sample was taken and preserved. For preservation, 10-30 mL were fixed with 4% glutaraldehyde, incubated at 4 ºC for 30 minutes, filtered onto 3 µm polycarbonate filters, mounted using DAPI Vectashield (Vector Laboratories), and frozen at -20 ºC. Incubations were carried out for one hour in a clear plexiglass flow-through incubator with mesh bags emulating &amp;lt;em&amp;gt;in situ &amp;lt;/em&amp;gt;light availability. After an hour incubation, another sample (T&amp;lt;sub&amp;gt;final&amp;lt;/sub&amp;gt;) was taken and preserved in the same manner as T&amp;lt;sub&amp;gt;initial&amp;lt;/sub&amp;gt;.&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;FLP incubation analysis was performed using an Olympus CKX53 inverted microscope at 400x total magnification. The field-of-view counting method with a calibrated reticle was used. At least 300 chloroplast-containing cells were enumerated on every slide to ensure statistical reliability. Cell specific grazing rate (CSGR, bacteria mixotroph&amp;lt;sup&amp;gt;-1&amp;lt;/sup&amp;gt; hr&amp;lt;sup&amp;gt;-1&amp;lt;/sup&amp;gt;), was calculated using the following equation:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;CSGR = (((C&amp;lt;sub&amp;gt;ingested &amp;lt;/sub&amp;gt;/ C&amp;lt;sub&amp;gt;photo&amp;lt;/sub&amp;gt;)&amp;lt;sub&amp;gt;Tfinal&amp;lt;/sub&amp;gt; - (C&amp;lt;sub&amp;gt;ingested &amp;lt;/sub&amp;gt;/ C&amp;lt;sub&amp;gt;photo&amp;lt;/sub&amp;gt;)&amp;lt;sub&amp;gt;Tinitial&amp;lt;/sub&amp;gt;) / t) * (C&amp;lt;sub&amp;gt;bacteria&amp;lt;/sub&amp;gt; / C&amp;lt;sub&amp;gt;FLP&amp;lt;/sub&amp;gt;)&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;C&amp;lt;sub&amp;gt;ingested&amp;lt;/sub&amp;gt; is the count of ingested beads divided by the count of all pigmented phototrophic cells (C&amp;lt;sub&amp;gt;photo&amp;lt;/sub&amp;gt;), with T&amp;lt;sub&amp;gt;initial&amp;lt;/sub&amp;gt; values subtracted from T&amp;lt;sub&amp;gt;final&amp;lt;/sub&amp;gt; values to account for non-ingestion adsorption. Values were divided by time of incubation in hours (t) then multiplied by the Bacteria:FLP ratio. C&amp;lt;sub&amp;gt;bacteria&amp;lt;/sub&amp;gt; is the natural concentration of heterotrophic bacteria measured via flow cytometry and C&amp;lt;sub&amp;gt;FLP&amp;lt;/sub&amp;gt; is the concentration of FLPs spiked into the sample (10&amp;lt;sup&amp;gt;5&amp;lt;/sup&amp;gt; particles mL&amp;lt;sup&amp;gt;-1&amp;lt;/sup&amp;gt;).&amp;amp;nbsp;&amp;lt;/p&amp;gt;</gco:CharacterString>
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                  <gco:CharacterString>CURATION ACTIONS PERFORMED ON DATA 
- Imported source file &amp;quot;BCO_DMO_PUPCYCLEII_Physiology.csv&amp;quot; with NA as missing data identifier replaced with empty cells.
- Converted the Datetime column into ISO 8601 DateTime format
- Added columns for latitude and longitude of sampling station
- Set data types as string for the first 5 columns, set time point hours as integer, date as datetime, and all others as numeric
- Exported the final file as &amp;quot;994607_v1_physiology_pupcycle2.csv&amp;quot; 

CURATION ACTIONS PERFORMED ON METADATA
- Added summary for the broader study showing connections between this dataset and related datasets
- Changed in-line citations to have format of (author, year) replacing number references.

ISSUES POTENTIALLY IMPACTING REUSE 
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  Instrument Name: Isotope-ratio Mass Spectrometer Instrument Short Name:IR Mass Spec; IRMS   Instrument Description: The Isotope-ratio Mass Spectrometer is a particular type of mass spectrometer used to measure the relative abundance of isotopes in a given sample (e.g. VG Prism II Isotope Ratio Mass-Spectrometer). Community Standard Description: http://vocab.nerc.ac.uk/collection/L05/current/LAB16/</gco:CharacterString>
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                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/953893.rdf" xlink:title="Satlantic Submersible Ultraviolet Nitrate Analyser" xlink:actuate="onRequest">Submersible Ultraviolet Nitrate Analyzer (SUNA)</gmx:Anchor>
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The FlowCam VS series are automated imaging-in-flow instruments that generate high-resolution digital images for measuring size and shape of microscopic particles. The sample introduced in the system is attracted by a peristaltic or a syringe pump into a flow cell (or flow chamber) with known dimensions, located in front of a microscope objective which is connected to a camera video. The benchtop model is ideally suited to a typical laboratory environment with applications in oceanographic research, municipal water, biopharmaceutical formulations, chemicals, oil and gas, biofuels, and many other markets. FlowCam VS is available in four models, from the imaging-only VS-I (i.e. without excitation wavelength or fluorescence emission wavelengths) to the top-of-the-line VS-IV with two channels of fluorescence measurement and scatter triggering capabilities. The instrument can measure particles between 2µm and 2mm; can analyse in vivo or fixed samples; has a flow rate between 0.005 ml/minute and 250 ml/minute (dependant upon magnification, flow cell depth, camera frame rate, efficiency desired, etc.). It can produce either 8-bit Grayscale (Monochrome Camera) or 24-bit Colour (Colour Camera) images, depending on the model.</gco:CharacterString>
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          <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/platform/777407.rdf"
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          <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/platform/777407.rdf"
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