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            <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/dataset/728383.rdf" xlink:actuate="onRequest">Carbon and nitrogen flux measurements from the Sargasso Sea from 2013-2014.</gmx:Anchor>
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            <gco:CharacterString>Cite this dataset as: Estapa, M., Buesseler, K. (2018) Carbon and nitrogen flux measurements from the Sargasso Sea from 2013-2014. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version working) Version Date 2018-04-17 [if applicable, indicate subset used]. doi:10.1575/1912/bco-dmo.734344 [access date]</gco:CharacterString>
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        <gco:CharacterString>Carbon and nitrogen flux measurements. Dataset Description: &amp;lt;p&amp;gt;Carbon and nitrogen flux measurements from R/V Atlantic Explorer AE1315, AE1318, AE1320, AE1323, AE1402.&amp;lt;/p&amp;gt; Methods and Sampling: &amp;lt;p&amp;gt;Particle flux measurements and images of settled particles were obtained from neutrally-buoyant sediment trap (NBST) deployments during a series of five short cruises in conjunction with the Bermuda Atlantic Time-series Study (BATS) in the Sargasso Sea from July 2013 to March 2014. The NBST platforms were constructed around Sounding Oceanographic Lagrangian Observer (SOLO) profiling floats and carried four sediment trap tubes with areas of 0.0113 m&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt; (see http://www.bco-dmo.org/instrument/632). NBSTs were programmed to descend to a single measurement depth (150, 200, 300 or 500 m), sample for a 2–3 d period, and then ascend to the surface for recovery. Details are described fully in Durkin et al. (2015) and Estapa et al. (2017).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;To preserve settling particulate matter for carbon analysis, three trap tubes were filled with filtered seawater from beneath the mixed layer and 500 mL of formalin-poisoned brine was then added to the bottom through a tube. After trap recovery and a settling period of &amp;amp;gt;1 h, the upper seawater layer was siphoned off each tube and the lower brine layer was drained through a 350-μm screen to separate the sinking fraction from zooplankton presumed to have actively entered the trap (Lamborg et al., 2008; Owens et al., 2013). Owens et al. (2013) found no significant difference between wet-picked and screened trap samples collected over multiple seasons at BATS. The &amp;amp;lt;350-μm and screened zooplankton fractions were filtered onto separate, precombusted GF/F filters, immediately frozen at -20°C, dried overnight at 45 ± 5°C on shore, and analyzed for total carbon (TC) and total nitrogen (TN) content via combustion elemental analysis (note that particulate inorganic carbon fluxes at the BATS site are typically low, on average 5% of TC at 150 m; Owens et al., 2013). One TC and TN measurement was made per trap tube. One additional trap tube was identically prepared and processed, but was kept covered in the ship’s lab during the deployment period to serve as a process blank.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;A fourth tube on each NBST was loaded with a polyacrylamide gel insert to preserve sizes and shapes of settling particles for imaging. Polyacrylamide gel layers were prepared in 11-cm diameter polycarbonate jars using methods described in previous studies (Ebersbach and Trull, 2008; Lundsgaard, 1995; McDonnell and Buesseler, 2010) with slight modifications. To prepare 12% polyacrylamide gel, 7.5 g of sea salts was dissolved into 400 mL of surface seawater from Vineyard Sound, MA, USA and filtered through a 0.2-μm polycarbonate filter. The filtered brine was boiled for 15 min to reduce the oxygen content and reduce the brine volume to 350 mL. The solution was bubbled with nitrogen gas through glass pipet tips attached to a pressurized tank while the solution cooled to room temperature. The container of brine was then placed in an ice bath on a stir plate and 150 mL of 40% acrylamide solution and 1 g of ammonium persulfate was added to the solution while stirring. After the ammonium persulfate dissolved, 1 mL of tetramethylethylenediamine was added to catalyze polymerization. Gels were stored at 4°C until use. Prior to deployment, a jar containing a layer of polyacrylamide gel was fitted to the bottom of the trap tube and the tube was filled with filtered seawater. Upon recovery and a settling period of &amp;amp;gt;1 h, the overlying seawater was pumped down to the top of the gel jar and the gel insert was removed and stored at 4°C until analysis. One additional gel trap tube was identically prepared and processed, but was kept covered in the ship's lab during the deployment period to serve as a process blank.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;A series of photomicrographs was taken of each gel trap at 7×, 16×, and 63× magnifications using an Olympus SZX12 stereomicroscope with an Olympus Qcolor 5 camera attachment and QCapture imaging software. At a magnification of 7×, 49–67% of the gel surface area was imaged in 16–22 fields of view (0.1 pixels per μm) in a single focal plane. At 16×, 17–38% of the gel surface area was imaged in randomly distributed fields of view (0.236 pixels per μm) across the entire gel surface. At this magnification, a single focal plane could not capture every particle within one field of view; large particles typically accumulated toward the bottom of the gel layer and relatively small particles were distributed in more focal planes throughout the gel layer. To reduce the underestimation of small particle abundance, two images were taken from different focal planes in each field of view (27–60 fields, 54–120 images). At 63×, 0.5–0.8% of the total gel surface area was imaged (12–20 fields of view). Images were taken in cross-sections spanning the diameter of the gel. The purpose of imaging a small percentage of the gel at high magnification was to accurately quantify the abundance of small particles. Between 11 and 15 focal planes were imaged in each field of view (0.746 pixels per μm), depending on the depth of the gel and how many distinct focal planes contained particles. Imaging the same particle twice within one field of view was avoided by ensuring that focal planes did not include overlapping particles. Between 132 and 220 images were captured of each gel at 63× magnification. By imaging at three magnifications, between 240 and 360 images were captured of each gel. Image files are named as ‘month_trapdepth_magnification_fieldofview_focalplane.tiff’, with field of view represented as sequential integers and focal plane represented as sequential letters. Recognizable zooplankton, presumed to have actively entered the gel traps, were also counted manually in 40 fields of view per gel at 32× magnification.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Flux measurements and images are not available at 200 m for the July 5, 2013 deployment due to failure of the lid closure mechanisms on all tubes. Occasionally a single tube sample was compromised during collection or analysis and only two replicate flux measurements are reported.&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/644826.rdf" xlink:title="OCE-1406552" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1406552 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1406552</gmx:Anchor>
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&lt;p&gt;We have two main goals:  First, we will &lt;em&gt;quantify particulate organic carbon (POC) flux using float-based optical measurements&lt;/em&gt; by validating our observations against fluxes measured directly with neutrally-buoyant, drifting sediment traps. Second, we will &lt;em&gt;evaluate the contribution of rapid export events to total POC fluxes in the oligotrophic ocean&lt;/em&gt; by using a biogeochemical profiling float to collect nearly-continuous, depth-resolved flux measurements and coupled, water-column bio-optical profiles. &lt;/p&gt;
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            http://lod.bco-dmo.org/id/dataset-parameter/729370.rdf
	Name: deploy_date
	Units: unitless
	Description: &lt;p&gt;Date of deployment; yyyy/mm/dd&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729371.rdf
	Name: depth
	Units: meters
	Description: &lt;p&gt;The nominal depth of the NBST. During the July 2013 deployment the NBSTs were programmed to hold depth within +/-25 m of the measurement depth while in subsequent deployments this band was narrowed to +/-10 m.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729372.rdf
	Name: deploy_lat
	Units: decimal degrees
	Description: &lt;p&gt;Latitude of the deployment&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729373.rdf
	Name: deploy_lon
	Units: decimal degrees
	Description: &lt;p&gt;Longitude of the deployment&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729374.rdf
	Name: recover_lat
	Units: decimal degrees
	Description: &lt;p&gt;Latitude of the point of recovery&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729375.rdf
	Name: recover_lon
	Units: decimal degrees
	Description: &lt;p&gt;Longitude of the point of recovery&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729376.rdf
	Name: deploy_length
	Units: days
	Description: &lt;p&gt;Days between deployment of NBST and tube lid closure&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729377.rdf
	Name: no_replicates
	Units: number
	Description: &lt;p&gt;Number of tubes averaged to obtain mean TC and TN flux measurements at a single depth&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729378.rdf
	Name: TC_f
	Units: milligrams of carbon per square meter per day
	Description: &lt;p&gt;Total carbon flux of the sinking fraction operationally defined as particles &amp;lt;350 um. The carbon measured in all process blanks from the five cruises was averaged to determine the mean process blank in sediment trap tubes for the field program (0.11 +/-0.2 mg C). This mean process blank was subtracted from the total carbon measured in each trap sample, and the result was divided by the trap collection area (0.0113 m^2) and the deployment length to yield flux. Reported fluxes are the mean of measurements from 2 or 3 tubes.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729379.rdf
	Name: TC_f_err
	Units: milligrams of carbon per square meter per day
	Description: &lt;p&gt;Total carbon flux error; Uncertainties are propagated from the standard deviation of the process blanks from the five cruises (0.2 mg C) and the standard deviation or range of the two or three TC measurements per NBST deployment: TC_f_err = (STD tubes^2 + STD blanks^2)^1/2 / deployment length / trap area; For depths with only two replicate analyses the range of the TC fluxes measured in each tube is used in place of STDtubes in the above equation.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729380.rdf
	Name: N_f
	Units: milligrams of nitrogen per square meter per day
	Description: &lt;p&gt;Total nitrogen flux of the sinking fraction operationally defined as particles &amp;lt;350 um. The nitrogen measured in all process blanks from the five cruises was averaged to determine the mean process blank in sediment trap tubes for the field program (0.015 +/- 0.006 mg N). This mean process blank was subtracted from the total nitrogen measured in each trap sample and the result was divided by the trap collection area (0.0113 m^2) and the deployment length to yield flux. Reported fluxes are the mean of measurements from 2 or 3 tubes.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729381.rdf
	Name: N_f_err
	Units: milligrams of nitrogen per square meter per day
	Description: &lt;p&gt;Total nitrogen flux error; Uncertainties are propagated from the standard deviation of the process blanks from the five cruises (0.006 mg N) and the standard deviation or range of the two or three TN measurements per NBST deployment.&lt;br /&gt;
 TN_f_err = (STD tubes^2 + STD blanks^2)^1/2 / deployment length / trap area;&lt;br /&gt;
For depths with only two replicate analyses the range of the TN fluxes measured in each tube is used in place of STDtubes in the above equation.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729382.rdf
	Name: TC_f_swimmer
	Units: milligrams of carbon per square meter per day
	Description: &lt;p&gt;Total carbon flux of the &amp;gt;350-um screened fraction presumed to be zooplankton that actively entered the trap. Calculated as for &amp;#039;total carbon flux&amp;#039; above using a &amp;gt;350-um process blank of 0.05 +/- 0.04 mg C.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729383.rdf
	Name: TC_f_err_swimmer
	Units: milligrams of carbon per square meter per day
	Description: &lt;p&gt;Swimmer total carbon flux error; Calculated for the &amp;gt;350-um screened fraction as for &amp;#039;total carbon flux error&amp;#039; above using a &amp;gt;350-um process blank standard deviation of 0.04 mg C.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729384.rdf
	Name: N_f_swimmer
	Units: milligrams of nitrogen per square meter per day
	Description: &lt;p&gt;Total nitrogen flux of the &amp;gt;350-um screened fraction presumed to be zooplankton that actively entered the trap. Calculated as for &amp;#039;total nitrogen flux&amp;#039; above using a &amp;gt;350-um process blank of 0.005 +/- 0.003 mg N.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729385.rdf
	Name: N_f_err_swimmer
	Units: milligrams of nitrogen per square meter per day
	Description: &lt;p&gt;Swimmer total nitrogen flux error; Calculated for the &amp;gt;350-um screened fraction as for &amp;#039;total nitrogen flux error&amp;#039; above using a &amp;gt;350-um process blank standard deviation of 0.003 mg N.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729386.rdf
	Name: A
	Units: unitless
	Description: &lt;p&gt;Flux particle size distribution magnitude and slope parameters (parameter names ‘A’, ‘B’): &lt;/p&gt;
&lt;p&gt;Particles imaged in each gel at the same magnification were identified, enumerated and measured using an analysis macro created using ImageJ software. Using this macro, images were processed by 1) converting images to greyscale, 2) removing background, 3) adjusting brightness/contrast to a consistent degree, 4) thresholding using the “Intermodes” technique, 5) filling holes, and 6) measuring particles.  Particles imaged from the same field of view but different focal planes were grouped together and the equivalent spherical diameter (ESD) of each particle was calculated based on the measured two-dimensional surface area. Particles were divided into 26 base-2, log-spaced size classes ranging from 1 um to 8192 um based on their ESD. Counting error was calculated as the square root of the number of particles counted in each size category. Size classes with 4 or fewer counted particles (≥50% error) were excluded from analysis. The abundance of particles in each size bin was calculated by normalizing the number of particles counted by the size bin width and by the percentage of the gel surface counted. The optimal magnification to calculate the abundance of a particle size category was defined as the magnification where the observed abundance most closely followed a power-law distribution. The abundance of 11–45 um particles was quantified at 63× magnification, the abundance of 45–128 um particles was quantified at 16× magnification, and the abundance of &amp;gt;128 um particles was quantified at 7× magnification. Three samples had slightly different size detection limits at each magnification and required different size ranges to quantify a power law distribution of particle abundance. For the 200-m sample collected in August, optimal particle size ranges were 11–64 um (63×), 64–90 um (16×), and &amp;gt;90 um (7×). For the 500-m samples collected in October and March, the optimal size ranges were 11–45 um (63×), 45–64 um (16×), and &amp;gt;64 um (7×). The particle abundance of all five gel trap process blanks were measured and averaged together, and the average was subtracted from the particle abundance measured in each gel trap sample. Particle number flux was calculated by dividing blank-subtracted particle abundance by the trap deployment time.&lt;/p&gt;
&lt;p&gt;The slope of each particle size distribution (B) was calculated by fitting the observations of particle number flux (Num_f) to a differential power law size distribution model (Jackson et al., 1997),&lt;/p&gt;
&lt;p&gt;Num_f(ESD) = A(ESDr) × (ESD/ESDr)−B&lt;/p&gt;
&lt;p&gt;where A(ESDr) equals the number flux of particles in the reference size category ESDr (here 300 um). B indicates the slope of the power law function; higher values have steeper slopes and a higher proportion of small particles relative to large particles. The “optim” function in R (R. Development Core Team, 2008) was used to find the least-squares, best-fit values of Α(ESDr) and Β describing particle number fluxes measured in each gel trap.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729387.rdf
	Name: B
	Units: unitless
	Description: &lt;p&gt;Flux particle size distribution magnitude and slope parameters (parameter names ‘A’, ‘B’): &lt;/p&gt;
&lt;p&gt;Particles imaged in each gel at the same magnification were identified, enumerated and measured using an analysis macro created using ImageJ software. Using this macro, images were processed by 1) converting images to greyscale, 2) removing background, 3) adjusting brightness/contrast to a consistent degree, 4) thresholding using the “Intermodes” technique, 5) filling holes, and 6) measuring particles.  Particles imaged from the same field of view but different focal planes were grouped together and the equivalent spherical diameter (ESD) of each particle was calculated based on the measured two-dimensional surface area. Particles were divided into 26 base-2, log-spaced size classes ranging from 1 um to 8192 um based on their ESD. Counting error was calculated as the square root of the number of particles counted in each size category. Size classes with 4 or fewer counted particles (≥50% error) were excluded from analysis. The abundance of particles in each size bin was calculated by normalizing the number of particles counted by the size bin width and by the percentage of the gel surface counted. The optimal magnification to calculate the abundance of a particle size category was defined as the magnification where the observed abundance most closely followed a power-law distribution. The abundance of 11–45 um particles was quantified at 63× magnification, the abundance of 45–128 um particles was quantified at 16× magnification, and the abundance of &amp;gt;128 um particles was quantified at 7× magnification. Three samples had slightly different size detection limits at each magnification and required different size ranges to quantify a power law distribution of particle abundance. For the 200-m sample collected in August, optimal particle size ranges were 11–64 um (63×), 64–90 um (16×), and &amp;gt;90 um (7×). For the 500-m samples collected in October and March, the optimal size ranges were 11–45 um (63×), 45–64 um (16×), and &amp;gt;64 um (7×). The particle abundance of all five gel trap process blanks were measured and averaged together, and the average was subtracted from the particle abundance measured in each gel trap sample. Particle number flux was calculated by dividing blank-subtracted particle abundance by the trap deployment time.&lt;/p&gt;
&lt;p&gt;The slope of each particle size distribution (B) was calculated by fitting the observations of particle number flux (Num_f) to a differential power law size distribution model (Jackson et al., 1997),&lt;/p&gt;
&lt;p&gt;Num_f(ESD) = A(ESDr) × (ESD/ESDr)−B&lt;/p&gt;
&lt;p&gt;where A(ESDr) equals the number flux of particles in the reference size category ESDr (here 300 um). B indicates the slope of the power law function; higher values have steeper slopes and a higher proportion of small particles relative to large particles. The “optim” function in R (R. Development Core Team, 2008) was used to find the least-squares, best-fit values of Α(ESDr) and Β describing particle number fluxes measured in each gel trap.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729388.rdf
	Name: zoop_conc
	Units: individuals per square meter
	Description: &lt;p&gt;Zooplankton concentration; Recognizable zooplankton presumed to have actively entered the gel traps were counted manually in 40 fields of view at 32_ magnification on the stereomicroscope. The number of individuals counted was normalized by the percentage of gel surface counted and divided by the total surface area of the gel (0.0095 m^2).&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729389.rdf
	Name: zoop_conc_err
	Units: individuals per square meter
	Description: &lt;p&gt;Zooplankton concentration error; Calculated as the square root of the number of individuals counted normalized by the percentage of gel surface counted and divided by the total surface area of the gel (0.0095 m^2).&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729390.rdf
	Name: zoop_f
	Units: individuals per square meter per day
	Description: &lt;p&gt;Zooplankton flux; The zooplankton concentration calculated above was divided by the deployment length to yield flux.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/729391.rdf
	Name: zoop_f_err
	Units: individuals per square meter per day
	Description: &lt;p&gt;Zooplankton flux error; Calculated as the square root of the number of individuals counted normalized by the percentage of gel surface counted and divided by the total surface area of the gel (0.0095 m^2) and the deployment length.&lt;/p&gt; 
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                <gco:CharacterString>&amp;lt;p&amp;gt;Particle flux measurements and images of settled particles were obtained from neutrally-buoyant sediment trap (NBST) deployments during a series of five short cruises in conjunction with the Bermuda Atlantic Time-series Study (BATS) in the Sargasso Sea from July 2013 to March 2014. The NBST platforms were constructed around Sounding Oceanographic Lagrangian Observer (SOLO) profiling floats and carried four sediment trap tubes with areas of 0.0113 m&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt; (see http://www.bco-dmo.org/instrument/632). NBSTs were programmed to descend to a single measurement depth (150, 200, 300 or 500 m), sample for a 2–3 d period, and then ascend to the surface for recovery. Details are described fully in Durkin et al. (2015) and Estapa et al. (2017).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;To preserve settling particulate matter for carbon analysis, three trap tubes were filled with filtered seawater from beneath the mixed layer and 500 mL of formalin-poisoned brine was then added to the bottom through a tube. After trap recovery and a settling period of &amp;amp;gt;1 h, the upper seawater layer was siphoned off each tube and the lower brine layer was drained through a 350-μm screen to separate the sinking fraction from zooplankton presumed to have actively entered the trap (Lamborg et al., 2008; Owens et al., 2013). Owens et al. (2013) found no significant difference between wet-picked and screened trap samples collected over multiple seasons at BATS. The &amp;amp;lt;350-μm and screened zooplankton fractions were filtered onto separate, precombusted GF/F filters, immediately frozen at -20°C, dried overnight at 45 ± 5°C on shore, and analyzed for total carbon (TC) and total nitrogen (TN) content via combustion elemental analysis (note that particulate inorganic carbon fluxes at the BATS site are typically low, on average 5% of TC at 150 m; Owens et al., 2013). One TC and TN measurement was made per trap tube. One additional trap tube was identically prepared and processed, but was kept covered in the ship’s lab during the deployment period to serve as a process blank.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;A fourth tube on each NBST was loaded with a polyacrylamide gel insert to preserve sizes and shapes of settling particles for imaging. Polyacrylamide gel layers were prepared in 11-cm diameter polycarbonate jars using methods described in previous studies (Ebersbach and Trull, 2008; Lundsgaard, 1995; McDonnell and Buesseler, 2010) with slight modifications. To prepare 12% polyacrylamide gel, 7.5 g of sea salts was dissolved into 400 mL of surface seawater from Vineyard Sound, MA, USA and filtered through a 0.2-μm polycarbonate filter. The filtered brine was boiled for 15 min to reduce the oxygen content and reduce the brine volume to 350 mL. The solution was bubbled with nitrogen gas through glass pipet tips attached to a pressurized tank while the solution cooled to room temperature. The container of brine was then placed in an ice bath on a stir plate and 150 mL of 40% acrylamide solution and 1 g of ammonium persulfate was added to the solution while stirring. After the ammonium persulfate dissolved, 1 mL of tetramethylethylenediamine was added to catalyze polymerization. Gels were stored at 4°C until use. Prior to deployment, a jar containing a layer of polyacrylamide gel was fitted to the bottom of the trap tube and the tube was filled with filtered seawater. Upon recovery and a settling period of &amp;amp;gt;1 h, the overlying seawater was pumped down to the top of the gel jar and the gel insert was removed and stored at 4°C until analysis. One additional gel trap tube was identically prepared and processed, but was kept covered in the ship's lab during the deployment period to serve as a process blank.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;A series of photomicrographs was taken of each gel trap at 7×, 16×, and 63× magnifications using an Olympus SZX12 stereomicroscope with an Olympus Qcolor 5 camera attachment and QCapture imaging software. At a magnification of 7×, 49–67% of the gel surface area was imaged in 16–22 fields of view (0.1 pixels per μm) in a single focal plane. At 16×, 17–38% of the gel surface area was imaged in randomly distributed fields of view (0.236 pixels per μm) across the entire gel surface. At this magnification, a single focal plane could not capture every particle within one field of view; large particles typically accumulated toward the bottom of the gel layer and relatively small particles were distributed in more focal planes throughout the gel layer. To reduce the underestimation of small particle abundance, two images were taken from different focal planes in each field of view (27–60 fields, 54–120 images). At 63×, 0.5–0.8% of the total gel surface area was imaged (12–20 fields of view). Images were taken in cross-sections spanning the diameter of the gel. The purpose of imaging a small percentage of the gel at high magnification was to accurately quantify the abundance of small particles. Between 11 and 15 focal planes were imaged in each field of view (0.746 pixels per μm), depending on the depth of the gel and how many distinct focal planes contained particles. Imaging the same particle twice within one field of view was avoided by ensuring that focal planes did not include overlapping particles. Between 132 and 220 images were captured of each gel at 63× magnification. By imaging at three magnifications, between 240 and 360 images were captured of each gel. Image files are named as ‘month_trapdepth_magnification_fieldofview_focalplane.tiff’, with field of view represented as sequential integers and focal plane represented as sequential letters. Recognizable zooplankton, presumed to have actively entered the gel traps, were also counted manually in 40 fields of view per gel at 32× magnification.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Flux measurements and images are not available at 200 m for the July 5, 2013 deployment due to failure of the lid closure mechanisms on all tubes. Occasionally a single tube sample was compromised during collection or analysis and only two replicate flux measurements are reported.&amp;lt;/p&amp;gt;</gco:CharacterString>
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