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            <gco:CharacterString>Cite this dataset as: Lin, Y., Marchetti, A., Till, C. P., Hurst, M. P. (2025) Data from samples collected at four sites experiencing upwelling off the coast of Northern California in May and June of 2019. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2025-02-20 [if applicable, indicate subset used]. doi:10.26008/1912/bco-dmo.949801.1 [access date]</gco:CharacterString>
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        <gco:CharacterString>PUPCYCLE 2019 upwelling transects Dataset Description:  Methods and Sampling: &amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Sample collection:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
Four sites experiencing upwelling (E1: 41° 57.152 latitude, 124° 25.005 longitude. L2: 41° 42.078 latitude, 124° 30.865 longitude. L3: 43° 33.183 latitude, 124° 22.312 longitude. L4: 43° 59.988 latitude, 124° 41.28 longitude) were sampled off the coast of Northern California on May 30, 2019 (E1 and L2) and June 05, 2019 (L3 and L4) aboard the R/V Oceanus. Seawater was collected using a CTD-Rosette sampler, at four depths throughout the euphotic zone at each station corresponding to 50%, 30%, 10% and 1% incident irradiance (E1: 5.7 meters (m), 8.5m, 14.5m, 26.9m. L2: 5.7m, 9m, 16m, 27m. L3 and L4: 5m, 7m, 14m, 27m). At each depth, samples for chlorophyll a (Chl a), dissolved inorganic nutrients, dissolved inorganic carbon and nitrate uptake rates, cell counts and gene expression were obtained.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Physiological Measurements:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
For chlorophyll a measurements, 250 milliliters (mL) of seawater was gravity filtered through 5 micrometer (μm) Isopore membrane filters (47 millimeters (mm)) and subsequently vacuum filtered onto GF/F (25 mm) filters under 100 mmHg of vacuum pressure. Filters were then rinsed with 0.45 μm filtered seawater and immediately stored at -20 degrees Celsius (°C) until onshore analysis in the lab. Chlorophyll a extraction was performed using a 90% acetone solution at -20 °C for 24 hours and measured on a 10-AU fluorometer (Turner Designs, San Jose, CA) using the acidification method.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Dissolved inorganic nutrients (nitrate + nitrite, phosphate and silicic acid) were measured by filtering 30 mL of water through a 0.2 µm filter, using acid-washed syringes into an acid-cleaned polypropylene FalconTM tube. Dissolved nutrient concentrations were analyzed using an OI Analytical Flow Solutions IV auto analyzer by Wetland Biogeochemistry Analytical Services at Louisiana State University. Concentrations of nitrate measured from the discrete samples were used for the calculation of absolute nitrate uptake rates.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Samples for dissolved iron (dFe) were collected from each cubitainer within a trace-metal clean, positive pressure plastic bubble by filtering through pre-cleaned 0.2 um pore size polyethersulfone membrane Acropak-200® capsule filters into LDPE bottles that had been rigorously cleaned as described in the GEOTRACES cookbook. Sample bottles were rinsed three times with sample before filling. Samples were acidified at sea to pH ~1.7 with optima HCl (2 mL of 12 M HCl per liter of seawater) and were analyzed after the cruise. Briefly, this method involves pre-concentration onto Nobias-chelate PA1 resin followed by analysis with a High Resolution Inductively Coupled Plasma Mass Spectrometer. For quality control, a few samples were rerun with a flow injection analysis method. This method involves pre-concentration on toyopearl resin followed by in-line spectrophotometric analysis.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Seawater from the rosette was collected into polycarbonate bottles (~618 mL) and immediately spiked with both NaH13CO3 and Na15NO3 at approximately 10% of the predicted ambient DIC concentrations and measured nitrate concentrations under a trace metal clean (TMC) flow hood located on the ship. Samples were then incubated for six hours, and vacuum filtered similarly to Chl a measurements, such that cells greater than or equal to 5 μm were collected onto 5 μm Isopore polycarbonate membrane filters (47 mm), with the flow through containing cells smaller than 5 μm which were collected onto 0.7 μm pre-combusted GF/F filters. The polycarbonate filters containing cells greater than 5 μm were then rinsed onto new 0.7 μm pre-combusted GF/F filters using 0.45 μm filtered-seawater. The filters were then preserved at -20 °C until further processing in the laboratory. Prior to analysis, filters were dried at 60 °C for 24 hours, encapsulated in tin, and pelletized. Particulate organic carbon (POC), particulate organic nitrogen (PON), and atom percentages of 13C and 15N were subsequently quantified using an isotope ratio mass spectrometer (EA-IRMS) at the UC Davis Stable Isotope Facility. For each sample, POC and PON concentrations (micromoles per liter (μmol L-1)) were calculated by dividing the measured POC/PON mass (micrograms (μg)) by the respective atomic mass of carbon and nitrogen over the volume filtered (0.5 liter (L)).&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/768005.rdf" xlink:title="OCE-1751805" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1751805 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1751805</gmx:Anchor>
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Upwelling zones are hotspots of photosynthesis that are very dynamic in space and time. Microsocopic algae, known as phytoplankton, bloom when deep, nutrient-rich waters are upwelled into sunlit surface layers of the ocean, providing nourishment that supports productive food webs and draws down carbon dioxide (CO2) from the atmosphere to the deep ocean. Photosynthetic microbes in these regions must constantly adapt to changes in their chemical and physical environments. For example, subsurface populations respond to changes in light as they approach the surface. When upwelled waters move offshore, cells sink out of the illuminated zone, establishing seed populations that remain inactive until the next upwelling event. This process is called the upwelling conveyor belt cycle (UCBC). How phytoplankton respond to these changes in environmental conditions and how they may influence their nutrient requirements remains unknown. With future ocean changes predicted to alter seawater chemistry, including ocean acidification and decreased iron availability, some phytoplankton groups may be more vulnerable than others. Accompanying educational activities provide learning experiences to enhance understanding and awareness of marine microbes. The development of a research hub at UNC aims to provide infrastructure and support for scientists and students conducting research on environmental genomics. A laboratory component for an upper-level undergraduate course focused on marine phytoplankton is being developed. Educational outreach activities to broader communities include creation of a lesson plan on phytoplankton in upwelling zones and a virtual research cruise experience for middle-school students, as well as a hands-on lab activity for a local museum focused on marine phytoplankton and the important roles they play in shaping our planet.&lt;/p&gt;
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	Name: Station
	Units: unitless
	Description: &lt;p&gt;Used to denote the four different upwelling transect stations (E1: early upwelling station; L2, L3, L4: later upwelling stations).&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954057.rdf
	Name: Replicate
	Units: unitless
	Description: &lt;p&gt;There were three replicates for each treatment. This parameter serves to disambiguate them.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954058.rdf
	Name: Depth_m
	Units: meters (m)
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http://lod.bco-dmo.org/id/dataset-parameter/954059.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/954060.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/954061.rdf
	Name: Latitude
	Units: decimal degrees
	Description: &lt;p&gt;Latitudinal coordinates of the sample site. (North = positive values).&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954062.rdf
	Name: Longitude
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http://lod.bco-dmo.org/id/dataset-parameter/954063.rdf
	Name: Salinity
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	Description: &lt;p&gt;Salinity&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954064.rdf
	Name: Temperature
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	Description: &lt;p&gt;Water temperature&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954065.rdf
	Name: PAR
	Units: watts per square meter (W/m^2)
	Description: &lt;p&gt;PAR&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954066.rdf
	Name: NO3
	Units: micromolar (uM)
	Description: &lt;p&gt;Nitrate concentration.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954067.rdf
	Name: PO4
	Units: micromolar (uM)
	Description: &lt;p&gt;Phosphate concentration.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954068.rdf
	Name: SiO2
	Units: micromolar (uM)
	Description: &lt;p&gt;Silicate concentration.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954069.rdf
	Name: chl_a_gt_5um
	Units: micrograms per liter (ug/L)
	Description: &lt;p&gt;Chl a &amp;gt;5um: chlorophyll concentration for the greater than 5 micrometers size fraction.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954070.rdf
	Name: chl_a_GFF
	Units: micrograms per liter (ug/L)
	Description: &lt;p&gt;Chl a GFF [&amp;gt;0.7um]: chlorophyll concentration for the greater than 0.7 micrometers size fraction.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954071.rdf
	Name: chl_a_Total
	Units: micrograms per liter (ug/L)
	Description: &lt;p&gt;Chl a Total: chlorophyll concentrations for both cell size-fractions.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954072.rdf
	Name: PON_gt_5um
	Units: micromoles per liter (umol/L)
	Description: &lt;p&gt;PON &amp;gt;5um: particulate organic nitrogen concentration for the greater than 5 micrometers size fraction.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954073.rdf
	Name: PON_GFF
	Units: micromoles per liter (umol/L)
	Description: &lt;p&gt;PON GFF [&amp;gt;0.7um]: particulate organic nitrogen concentration for the greater than 0.7 micrometers size fraction.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954074.rdf
	Name: PON_Total
	Units: micromoles per liter (umol/L)
	Description: &lt;p&gt;PON Total: particulate organic nitrogen concentrations for both cell size-fractions.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954075.rdf
	Name: POC_gt_5um
	Units: micromoles per liter (umol/L)
	Description: &lt;p&gt;POC &amp;gt;5um: particulate organic carbon concentration for the greater than 5 micrometers size fraction.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954076.rdf
	Name: POC_GFF
	Units: micromoles per liter (umol/L)
	Description: &lt;p&gt;POC GFF [&amp;gt;0.7um]: particulate organic carbon concentration for the greater than 0.7 micrometers size fraction.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954077.rdf
	Name: POC_Total
	Units: micromoles per liter (umol/L)
	Description: &lt;p&gt;POC Total: particulate organic carbon concentrations for both cell size-fractions.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954078.rdf
	Name: N_Uptake_gt_5um
	Units: micromoles per liter per day (umol/L/day)
	Description: &lt;p&gt;N Uptake &amp;gt;5um: absolute nitrate uptake rates for the greater than 5 micrometers size fraction.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954079.rdf
	Name: N_Uptake_GFF
	Units: micromoles per liter per day (umol/L/day)
	Description: &lt;p&gt;N Uptake GFF: absolute nitrate uptake rates for the greater than 0.7 micrometers size fraction.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954080.rdf
	Name: N_Uptake_Total
	Units: micromoles per liter per day (umol/L/day)
	Description: &lt;p&gt;N Uptake Total: absolute nitrate uptake rates for both cell size-fractions.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954081.rdf
	Name: Biomass_normalized_N_Uptake_gt_5um
	Units: per day
	Description: &lt;p&gt;Biomass-normalized N Uptake &amp;gt;5um: biomass-normalized nitrate uptake rates for the greater than 5 micrometers size fraction.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954082.rdf
	Name: Biomass_normalized_N_Uptake_GFF
	Units: per day
	Description: &lt;p&gt;Biomass-normalized N Uptake GFF: biomass-normalized nitrate uptake rates for the greater than 0..7 micrometers size fraction.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954083.rdf
	Name: Biomass_normalized_N_Uptake_Total
	Units: per day
	Description: &lt;p&gt;Biomass-normalized N Uptake Total: biomass-normalized nitrate uptake rates for both cell size-fractions.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954084.rdf
	Name: C_Uptake_5um
	Units: micromoles per liter per day (umol/L/day)
	Description: &lt;p&gt;C Uptake &amp;gt;5um: absolute dissolved inorganic carbon (DIC) uptake rates for the greater than 5 micrometers size fraction.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954085.rdf
	Name: C_Uptake_GFF
	Units: micromoles per liter per day (umol/L/day)
	Description: &lt;p&gt;C Uptake GFF: absolute dissolved inorganic carbon (DIC) uptake rates for the greater than 0..7 micrometers size fraction.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954086.rdf
	Name: C_Uptake_Total
	Units: micromoles per liter per day (umol/L/day)
	Description: &lt;p&gt;C Uptake Total: absolute dissolved inorganic carbon (DIC) uptake rates for both cell size-fractions.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954087.rdf
	Name: Biomass_normalized_C_Uptake_gt_5um
	Units: per day
	Description: &lt;p&gt;Biomass-normalized C Uptake &amp;gt;5um: biomass-normalized dissolved inorganic carbon (DIC) uptake rates for the greater than 5 micrometers size fraction.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954088.rdf
	Name: Biomass_normalized_C_Uptake_GFF
	Units: per day
	Description: &lt;p&gt;Biomass-normalized C Uptake GFF: biomass-normalized dissolved inorganic carbon (DIC) uptake rates for the greater than 0..7 micrometers size fraction.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954089.rdf
	Name: Biomass_normalized_C_Uptake_Total
	Units: per day
	Description: &lt;p&gt;Biomass-normalized C Uptake Total: biomass-normalized dissolved inorganic carbon (DIC) uptake rates for both cell size-fractions.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954090.rdf
	Name: dissolved_Y
	Units: picomoles per kilogram (pmol/kg)
	Description: &lt;p&gt;Dissolved yttrium concentration.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954091.rdf
	Name: dissolved_Cd
	Units: picomoles per kilogram (pmol/kg)
	Description: &lt;p&gt;Dissolved cadmium concentration.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954092.rdf
	Name: dissolved_La
	Units: picomoles per kilogram (pmol/kg)
	Description: &lt;p&gt;Dissolved lanthanum concentration.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954093.rdf
	Name: dissolved_Pb
	Units: picomoles per kilogram (pmol/kg)
	Description: &lt;p&gt;Dissolved lead concentration.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954094.rdf
	Name: dissolved_Ce
	Units: picomoles per kilogram (pmol/kg)
	Description: &lt;p&gt;Dissolved cerium concentration.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954095.rdf
	Name: dissolved_Sc
	Units: picomoles per kilogram (pmol/kg)
	Description: &lt;p&gt;Dissolved scandium concentration.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954096.rdf
	Name: dissolved_Mn
	Units: nanomoles per kilogram (nmol/kg)
	Description: &lt;p&gt;Dissolved manganese concentration.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954097.rdf
	Name: dissolved_Fe
	Units: nanomoles per kilogram (nmol/kg)
	Description: &lt;p&gt;Dissolved iron concentration.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954098.rdf
	Name: dissolved_Co
	Units: picomoles per kilogram (pmol/kg)
	Description: &lt;p&gt;Dissolved cobalt concentration.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954099.rdf
	Name: dissolved_Ni
	Units: nanomoles per kilogram (nmol/kg)
	Description: &lt;p&gt;Dissolved nickel concentration.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954100.rdf
	Name: dissolved_Cu
	Units: nanomoles per kilogram (nmol/kg)
	Description: &lt;p&gt;Dissolved copper concentration.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954101.rdf
	Name: dissolved_Zn
	Units: nanomoles per kilogram (nmol/kg)
	Description: &lt;p&gt;Dissolved zinc concentration.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954102.rdf
	Name: soluble_Fe
	Units: nanomoles per kilogram (nmol/kg)
	Description: &lt;p&gt;Soluble iron concentration.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954103.rdf
	Name: soluble_Ni
	Units: nanomoles per kilogram (nmol/kg)
	Description: &lt;p&gt;Soluble nickel concentration.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954104.rdf
	Name: soluble_Cu
	Units: nanomoles per kilogram (nmol/kg)
	Description: &lt;p&gt;Soluble copper concentration.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/954105.rdf
	Name: soluble_Zn
	Units: nanomoles per kilogram (nmol/kg)
	Description: &lt;p&gt;Soluble zinc concentration.&lt;/p&gt; 
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                <gco:CharacterString>&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Sample collection:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
Four sites experiencing upwelling (E1: 41° 57.152 latitude, 124° 25.005 longitude. L2: 41° 42.078 latitude, 124° 30.865 longitude. L3: 43° 33.183 latitude, 124° 22.312 longitude. L4: 43° 59.988 latitude, 124° 41.28 longitude) were sampled off the coast of Northern California on May 30, 2019 (E1 and L2) and June 05, 2019 (L3 and L4) aboard the R/V Oceanus. Seawater was collected using a CTD-Rosette sampler, at four depths throughout the euphotic zone at each station corresponding to 50%, 30%, 10% and 1% incident irradiance (E1: 5.7 meters (m), 8.5m, 14.5m, 26.9m. L2: 5.7m, 9m, 16m, 27m. L3 and L4: 5m, 7m, 14m, 27m). At each depth, samples for chlorophyll a (Chl a), dissolved inorganic nutrients, dissolved inorganic carbon and nitrate uptake rates, cell counts and gene expression were obtained.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Physiological Measurements:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
For chlorophyll a measurements, 250 milliliters (mL) of seawater was gravity filtered through 5 micrometer (μm) Isopore membrane filters (47 millimeters (mm)) and subsequently vacuum filtered onto GF/F (25 mm) filters under 100 mmHg of vacuum pressure. Filters were then rinsed with 0.45 μm filtered seawater and immediately stored at -20 degrees Celsius (°C) until onshore analysis in the lab. Chlorophyll a extraction was performed using a 90% acetone solution at -20 °C for 24 hours and measured on a 10-AU fluorometer (Turner Designs, San Jose, CA) using the acidification method.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Dissolved inorganic nutrients (nitrate + nitrite, phosphate and silicic acid) were measured by filtering 30 mL of water through a 0.2 µm filter, using acid-washed syringes into an acid-cleaned polypropylene FalconTM tube. Dissolved nutrient concentrations were analyzed using an OI Analytical Flow Solutions IV auto analyzer by Wetland Biogeochemistry Analytical Services at Louisiana State University. Concentrations of nitrate measured from the discrete samples were used for the calculation of absolute nitrate uptake rates.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Samples for dissolved iron (dFe) were collected from each cubitainer within a trace-metal clean, positive pressure plastic bubble by filtering through pre-cleaned 0.2 um pore size polyethersulfone membrane Acropak-200® capsule filters into LDPE bottles that had been rigorously cleaned as described in the GEOTRACES cookbook. Sample bottles were rinsed three times with sample before filling. Samples were acidified at sea to pH ~1.7 with optima HCl (2 mL of 12 M HCl per liter of seawater) and were analyzed after the cruise. Briefly, this method involves pre-concentration onto Nobias-chelate PA1 resin followed by analysis with a High Resolution Inductively Coupled Plasma Mass Spectrometer. For quality control, a few samples were rerun with a flow injection analysis method. This method involves pre-concentration on toyopearl resin followed by in-line spectrophotometric analysis.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Seawater from the rosette was collected into polycarbonate bottles (~618 mL) and immediately spiked with both NaH13CO3 and Na15NO3 at approximately 10% of the predicted ambient DIC concentrations and measured nitrate concentrations under a trace metal clean (TMC) flow hood located on the ship. Samples were then incubated for six hours, and vacuum filtered similarly to Chl a measurements, such that cells greater than or equal to 5 μm were collected onto 5 μm Isopore polycarbonate membrane filters (47 mm), with the flow through containing cells smaller than 5 μm which were collected onto 0.7 μm pre-combusted GF/F filters. The polycarbonate filters containing cells greater than 5 μm were then rinsed onto new 0.7 μm pre-combusted GF/F filters using 0.45 μm filtered-seawater. The filters were then preserved at -20 °C until further processing in the laboratory. Prior to analysis, filters were dried at 60 °C for 24 hours, encapsulated in tin, and pelletized. Particulate organic carbon (POC), particulate organic nitrogen (PON), and atom percentages of 13C and 15N were subsequently quantified using an isotope ratio mass spectrometer (EA-IRMS) at the UC Davis Stable Isotope Facility. For each sample, POC and PON concentrations (micromoles per liter (μmol L-1)) were calculated by dividing the measured POC/PON mass (micrograms (μg)) by the respective atomic mass of carbon and nitrogen over the volume filtered (0.5 liter (L)).&amp;lt;/p&amp;gt;</gco:CharacterString>
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                <gco:CharacterString>&amp;lt;p&amp;gt;GraphPad Prism was used to plot both the environmental and physiological data. RStudio was used to generate a Principal Component Analysis for the environmental and physiological data in order to determine correlation and variability among the four upwelling stations.&amp;lt;/p&amp;gt;</gco:CharacterString>
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- Converted dates to YYYY-MM-DD format.
- Saved the final file as &amp;quot;949801_v1_pupcycle_2019_upwelling_transects.csv&amp;quot;.
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    <gmi:instrument>
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              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/417.rdf" xlink:title="CTD - profiler" xlink:actuate="onRequest">CTD-Rosette sampler</gmx:Anchor>
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            <gco:CharacterString>PI Supplied Instrument Name: CTD-Rosette sampler PI Supplied Instrument Description:Seawater was collected using a CTD-Rosette sampler. Instrument Name: CTD - profiler Instrument Short Name:   Instrument Description: The Conductivity, Temperature, Depth (CTD) unit is an integrated instrument package designed to measure the conductivity, temperature, and pressure (depth) of the water column. The instrument is lowered via cable through the water column. It permits scientists to observe the physical properties in real-time via a conducting cable, which is typically connected to a CTD to a deck unit and computer on a ship. The CTD is often configured with additional optional sensors including fluorometers, transmissometers and/or radiometers. It is often combined with a Rosette of water sampling bottles (e.g. Niskin, GO-FLO) for collecting discrete water samples during the cast.

This term applies to profiling CTDs. For fixed CTDs, see https://www.bco-dmo.org/instrument/869934. Community Standard Description: http://vocab.nerc.ac.uk/collection/L05/current/130/</gco:CharacterString>
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                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/530.rdf" xlink:title="Inductively Coupled Plasma Mass Spectrometer" xlink:actuate="onRequest">High Resolution Inductively Coupled Plasma Mass Spectrometer</gmx:Anchor>
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            <gco:CharacterString>High Resolution Inductively Coupled Plasma Mass Spectrometer</gco:CharacterString>
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            <gco:CharacterString>PI Supplied Instrument Name: High Resolution Inductively Coupled Plasma Mass Spectrometer PI Supplied Instrument Description:Used in analysis of samples for dissolved iron (dFe). Instrument Name: Inductively Coupled Plasma Mass Spectrometer Instrument Short Name:ICP Mass Spec   Instrument Description: An ICP Mass Spec is an instrument that passes nebulized samples into an inductively-coupled gas plasma (8-10000 K) where they are atomized and ionized. Ions of specific mass-to-charge ratios are quantified in a quadrupole mass spectrometer. Community Standard Description: http://vocab.nerc.ac.uk/collection/L05/current/LAB15/</gco:CharacterString>
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                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/469.rdf" xlink:title="Isotope-ratio Mass Spectrometer" xlink:actuate="onRequest">isotope ratio mass spectrometer (EA-IRMS)</gmx:Anchor>
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            <gco:CharacterString>isotope ratio mass spectrometer (EA-IRMS)</gco:CharacterString>
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          <gmi:description>
            <gco:CharacterString>PI Supplied Instrument Name: isotope ratio mass spectrometer (EA-IRMS) PI Supplied Instrument Description:Atom percentages of 13C and 15N were quantified using an isotope ratio mass spectrometer (EA-IRMS) at the UC Davis Stable Isotope Facility. 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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      <gmi:instrument>
        <gmi:MI_Instrument>
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            <gmd:MD_Identifier>
              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/558.rdf" xlink:title="Nutrient Autoanalyzer" xlink:actuate="onRequest">OI Analytical Flow Solutions IV auto analyzer</gmx:Anchor>
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            <gco:CharacterString>OI Analytical Flow Solutions IV auto analyzer</gco:CharacterString>
          </gmi:type>
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            <gco:CharacterString>PI Supplied Instrument Name: OI Analytical Flow Solutions IV auto analyzer PI Supplied Instrument Description:Dissolved inorganic nutrients were measured using the OI Analytical Flow Solutions IV auto analyzer by Wetland Biogeochemistry Analytical Services at Louisiana State University. Instrument Name: Nutrient Autoanalyzer Instrument Short Name:Nutrient Autoanalyzer   Instrument Description: Nutrient Autoanalyzer is a generic term used when specific type, make and model were not specified.  In general, a Nutrient Autoanalyzer is an automated flow-thru system for doing nutrient analysis (nitrate, ammonium, orthophosphate, and silicate) on seawater samples. Community Standard Description: http://vocab.nerc.ac.uk/collection/L05/current/LAB04/</gco:CharacterString>
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      <gmi:instrument>
        <gmi:MI_Instrument>
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              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/464.rdf" xlink:title="Turner Designs Fluorometer 10-AU" xlink:actuate="onRequest">10-AU fluorometers (Turner Designs)</gmx:Anchor>
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            <gco:CharacterString>10-AU fluorometers (Turner Designs)</gco:CharacterString>
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            <gco:CharacterString>PI Supplied Instrument Name: 10-AU fluorometers (Turner Designs) PI Supplied Instrument Description:Chlorophyll was measured using a 10-AU fluorometers (Turner Designs, San Jose, CA). Instrument Name: Turner Designs Fluorometer 10-AU Instrument Short Name:Turner Fluorometer 10-AU   Instrument Description: The Turner Designs 10-AU Field Fluorometer is used to measure Chlorophyll fluorescence. The 10AU Fluorometer can be set up for continuous-flow monitoring or discrete sample analyses. A variety of compounds can be measured using application-specific optical filters available from the manufacturer (read more from Turner Designs, turnerdesigns.com, Sunnyvale, CA, USA). Community Standard Description: http://vocab.nerc.ac.uk/collection/L22/current/TOOL0393/</gco:CharacterString>
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        </gmi:MI_Instrument>
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                  <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/deployment/940128.rdf" xlink:title="Cruise" xlink:actuate="onRequest">OC1905B</gmx:Anchor>
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         <gmx:Anchor xlink:href="https://ceoas.oregonstate.edu/oceanus/" xlink:actuate="onRequest">R/V Oceanus</gmx:Anchor>
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    <gmi:citation>
     <gmd:CI_Citation>
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          <gmd:CI_Citation>
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              <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/authority/1.rdf" xlink:actuate="onRequest">International Council for the Exploration of the Sea</gmx:Anchor>
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            <gmd:date gco:nilReason="unknown"/>
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        <gmd:code>
          <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/platform/53997.rdf"
           xlink:title="32OC" xlink:actuate="onRequest">R/V Oceanus</gmx:Anchor>
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      </gmd:MD_Identifier>
    </gmi:identifier>
    <gmi:description>
      <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/platform/53997.rdf" xlink:title="R/V Oceanus" xlink:actuate="onRequest">vessel</gmx:Anchor>
    </gmi:description>
    <gmi:instrument gco:nilReason="unknown"/>
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            <gmi:plan>
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                <gmi:status>
                  <gmd:MD_ProgressCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_ProgressCode" codeListValue="completed"/>
                </gmi:status>
                <gmi:citation>
                  <gmd:CI_Citation>
                    <gmd:title>
                      <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/deployment/940128.rdf" xlink:title="Cruise" xlink:actuate="onRequest">OC1905B</gmx:Anchor>
                    </gmd:title>
                    <gmd:date gco:nilReason="unknown"/>
                    <gmd:citedResponsibleParty>
                      <gmd:CI_ResponsibleParty>
                      <gmd:individualName>
                          <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/person/527120.rdf" xlink:actuate="onRequest">Adrian Marchetti</gmx:Anchor>
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                        <gmd:role>
                        <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="principalInvestigator"/>
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            </gmi:MI_Operation>
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  <gmi:MI_Platform>
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     <gmd:CI_Citation>
       <gmd:title>
         <gmx:Anchor xlink:href="https://ceoas.oregonstate.edu/oceanus/" xlink:actuate="onRequest">R/V Oceanus</gmx:Anchor>
       </gmd:title>
       <gmd:date gco:nilReason="unknown"/>
     </gmd:CI_Citation>
    </gmi:citation>
    <gmi:citation>
     <gmd:CI_Citation>
       <gmd:title>
         <gmx:Anchor xlink:href="http://vocab.nerc.ac.uk/collection/C17/current/32OC" xlink:actuate="onRequest">Community Standard Description</gmx:Anchor>
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       <gmd:date gco:nilReason="unknown"/>
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        <gmd:code>
          <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/platform/53997.rdf"
           xlink:title="32OC" xlink:actuate="onRequest">R/V Oceanus</gmx:Anchor>
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