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            <gco:CharacterString>Cite this dataset as: Steneck, R., Estes, J., Rasher, D. (2019) Experimental study to estimate per capita sea urchin (Strongylocentrotus polyacanthus) grazing rates on the alga Clathromorphum nereostratum as a function of seawater temperature and pCO2 concentration. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2019-02-13 [if applicable, indicate subset used]. doi:10.1575/1912/bco-dmo.755735.1 [access date]</gco:CharacterString>
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        <gco:CharacterString>lab urchin grazing vs. temperature and pCO2 Dataset Description: &amp;lt;p&amp;gt;Estimates of &amp;lt;em&amp;gt;per capita&amp;lt;/em&amp;gt; sea urchin (&amp;lt;em&amp;gt;Strongylocentrotus polyacanthus) &amp;lt;/em&amp;gt;grazing rates on the alga &amp;lt;em&amp;gt;Clathromorphum nereostratum&amp;lt;/em&amp;gt;, evaluated as a function of seawater temperature and pCO2 concentration that each were simultaneously cultured in for three months. Incubations and assays were performed in a controlled mesocosm setting.&amp;lt;/p&amp;gt; Methods and Sampling: &amp;lt;p&amp;gt;To evaluate whether rates of sea urchin grazing on C. nereostratum have changed or will change with ocean warming and acidification, we cultured C. nereostratum and S. polyacanthus under experimental conditions mimicking past, present, and predicted future levels of ocean temperature and pCO2 in the region, then followed this three-month culturing period with a controlled feeding experiment conducted under the same conditions. Small C. nereostratum colonies (~4-5 cm diameter) and large S. polyacanthus (~45-60 mm test diameter) were live collected from Adak in 2015 and immediately transported to the Northeastern University Marine Science Center in Nahant, Massachusetts. There, all specimens were acclimated to laboratory conditions at 8.5 °C for two weeks, after which individual C. nereostratum colonies were attached to the underside of plastic petri dishes using cyanoacrylate glue and then allowed to acclimate for an additional two weeks before being moved to experimental aquaria. Conditions were then incrementally modified to achieve target temperature and pCO2 levels (see below) over a one-week period. After reaching target conditions, each 42-L aquarium was dosed with 213 mL of calcein fluorescent dye (Western Chemicals Inc.), which was recirculated in the aquaria for three days and then flushed from the system. Coralline algae incorporate the dye into their skeleton, thus creating a distinct line that can be viewed via fluorescent microscopy to demark the region of new growth within each individual.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;We employed four pCO2 conditions and three temperatures that, while factorially crossed, spanned pre-industrial, present-day, and projected year 2100 conditions (assuming an IPCC &amp;quot;business as usual&amp;quot; carbon emissions scenario; Pachauri and Meyer 2014). More extreme temperature (12.5 degrees C) and pCO2 (2800 micro-atm) conditions were also employed in the broader experiment but were not included in our experimental feeding assay because they are not predicted to occur until year 2500, or later. For each treatment, we set temperature to average summertime conditions, the time when ~75% of C. nereostratum growth occurs (Adey et al. 2013).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;All treatments (4 pCO2 concentrations x 3 temperatures, fully factorial) were housed on individual shelves and consisted of three 42-liter acrylic aquaria and one 65-liter sump (n = 3 tanks/treatment). The aquaria were connected to a sump via a common overflow and return line but were each independently and continuously replenished with new seawater-thereby establishing them as true experimental replicates. The sump contained a filter box with a nylon mesh particle filter and activated carbon, a protein skimmer (Eshopps PSK-75), and a return pump, all of which was connected to a water chiller (Coralife 1/4HP). Filtered natural seawater was added via Darhor manual flow controllers at a rate of 50 mL/min/tank, resulting in full replacement of treatment water every ~21 hours-sufficiently fast to prevent material depletion of the dissolved constituents of the seawater yet slow enough to allow the mixed gases being sparged into the experimental treatments to approach equilibrium with the seawater. Mixed gases were sparged into each tank with 91 cm long flexible bubblers at the rate of ~1 L/min via Darhor needle-valve gas flow controllers. Two 12,000K LED light arrays (Ecoxotic Panorama, Pro 24V) were mounted above each tank and set to an irradiance that mirrored average summer daylight irradiance at 10 m depth in the Aleutian Islands (~258 micro-E m-2 s-1; 12 hr light:12 hr dark cycle).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Over the course of the four-month experiment, we measured pH (Accumet AB15 pH meter with Accufet solid state probe), salinity (YSI3200 meter with K=10 conductivity electrode and temperature probe), and temperature (NIST traceable red spirit glass thermometer) in each tank every Monday, Wednesday, and Friday. The pCO2 of the gas mixtures was measured with a Qubit S151 infrared CO2 analyzer and calibrated with certified mixed CO2 from Airgas Incorporated. Every 10 days, we characterized the full carbonate system chemistry of the experimental treatments from measured total alkalinity, dissolved inorganic carbon, temperature, and salinity. For this, seawater samples were obtained in 250 mL borosilicate ground-glass-stoppered bottles and immediately poisoned with 100 micro-L of saturated HgCl2 solution to halt biological activity (Dickson et al. 2007). Total alkalinity was measured via closed-cell potentiometric Gran titration and dissolved inorganic carbon was measured with a UIC 5400 Coulometer on a VINDTA 3C (Marianda Incorporated) using Dickson certified seawater reference material. Seawater pCO2, pH, carbonate ion concentration ([CO32-]) bicarbonate ion concentration ([HCO3-]), aqueous CO2, and calcite saturation state were calculated with the program CO2SYS (Lewis and Wallace 1998), using Roy and colleague's (1993) values for the K1 and K2 carbonic acid constants, the Mucci (1983) value for the stoichiometric calcite solubility product, the seawater pH scale, and an atmospheric pressure of 1.015 atm.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;At the beginning of the experiment we measured the buoyant weight of each specimen. We then scrubbed each specimen with a toothbrush and reweighed it every month and at the end of the experiment. With each weighing, we also photographed the specimen with a ruler and Reef Watch coral bleaching card in the field of view. We then measured the 2-d surface area (coralline algae) or test diameter (urchin) of the photographed specimens (Image J, NIH). Following a three-month incubation, a subset of the coralline algae was placed individually in cages and paired with a single urchin to quantify bioerosion rate under the different treatments, while the remaining algae were retained as experimental controls during the 20-day feeding experiment, and subsequently measured for skeletal density. Following the feeding experiment, all coralline algae were sectioned with a diamond lapidary saw (Inland Craft SwapTop 6.5&amp;quot; Diamond Trim Saw) and either frozen for genetic analysis or sectioned into 6 mm slices, rinsed in a series of two 90% Ethanol baths, and allowed to air dry for further examination of growth and skeletal density.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;After three months of culturing C. nereostratum and large S. polyacanthus (mean test diameter ± SE = 53 ± 1 mm) under various temperature and pCO2 conditions (see above), we conducted a controlled feeding assay. Individual coralline algae were randomly paired with sea urchins from the same tank and placed into small cages (n = 5/tank, 15/treatment) and returned to aquaria, with the remaining coralline algae from each tank serving as controls. Buoyant weight measurements and photographs of each alga and urchin were obtained at the beginning of the experiment (as described above) and again every five days. We excluded replicates where: (i) the sea urchin appeared moribund or died during the assay; or (ii) negligible grazing occurred throughout the experiment, indicating severe stress to the animal. Buoyant weights were converted to dry weight (mg) using an empirically-derived conversion factor (linear regression: -0.117448 + 1.746361 * buoyant mass; adjusted R^2 = 0.9996; p &amp;amp;lt; 0.001). To calculate the amount of C. nereostratum (mg CaCO3 dry weight) consumed by each urchin at each sampling interval while also accounting for the potential gain or loss of mass within the treatment alga, we used the equation [Ti x (Cf/Ci)] - Tf, where Ti and Tf is the initial and final mass (respectively) of an alga exposed to herbivory, and Ci and Cf&amp;amp;nbsp; is the initial and final mass (respectively) of its paired control. For this exercise, we averaged correction factors (Cf/Ci) for all control algae in a given tank, and applied this average correction factor to each treatment alga in the same tank. We then computed grazing rate (amount consumed/day) for each sea urchin, as well as per capita grazing rates standardized by the surface area of C. nereostratum.&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/526658.rdf" xlink:title="PLR-1316141" xlink:actuate="onRequest">Funding provided by NSF Arctic Sciences (NSF ARC) Award Number: PLR-1316141 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1316141</gmx:Anchor>
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NSF 12-600, FY 2013
NSF 13-586, FY 2014
NSF 13-586 was the final solicitation that will be released for this program.
PI Meetings:
1st U.S. Ocean Acidification PI Meeting(March 22-24, 2011, Woods Hole, MA)
2nd U.S. Ocean Acidification PI Meeting(Sept. 18-20, 2013, Washington, DC)
3rd U.S. Ocean Acidification PI Meeting (June 9-11, 2015, Woods Hole, MA – Tentative)
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Press Release 10-186 NSF Awards Grants to Study Effects of Ocean Acidification
Discovery Blue Mussels &quot;Hang On&quot; Along Rocky Shores: For How Long?
Discovery nsf.gov - National Science Foundation (NSF) Discoveries - Trouble in Paradise: Ocean Acidification This Way Comes - US National Science Foundation (NSF)
Press Release 12-179 nsf.gov - National Science Foundation (NSF) News - Ocean Acidification: Finding New Answers Through National Science Foundation Research Grants - US National Science Foundation (NSF)
Press Release 13-102 World Oceans Month Brings Mixed News for Oysters
Press Release 13-108 nsf.gov - National Science Foundation (NSF) News - Natural Underwater Springs Show How Coral Reefs Respond to Ocean Acidification - US National Science Foundation (NSF)
Press Release 13-148 Ocean acidification: Making new discoveries through National Science Foundation research grants
Press Release 13-148 - Video nsf.gov - News - Video - NSF Ocean Sciences Division Director David Conover answers questions about ocean acidification. - US National Science Foundation (NSF)
Press Release 14-010 nsf.gov - National Science Foundation (NSF) News - Palau's coral reefs surprisingly resistant to ocean acidification - US National Science Foundation (NSF)
Press Release 14-116 nsf.gov - National Science Foundation (NSF) News - Ocean Acidification: NSF awards $11.4 million in new grants to study effects on marine ecosystems - US National Science Foundation (NSF)</gco:CharacterString>
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&lt;p&gt;Marine calcifying organisms are most at risk to rapid ocean acidification (OA) in cold-water ecosystems. The investigators propose to determine if a globally unique and widespread calcareous alga in Alaska's Aleutian archipelago, &lt;em&gt;Clathromorphum nereostratum&lt;/em&gt;, is threatened with extinction due to the combined effects of OA and food web alterations. &lt;em&gt;C. nereostratum&lt;/em&gt; is a slow growing coralline alga that can live to at least 2000 years. It accretes massive 'bioherms' that dominate the regions' rocky substrate both under kelp forests and deforested sea urchin barrens. It develops growth bands (similar to tree rings) in its calcareous skeleton, which effectively record its annual calcification rate over centuries. Pilot data suggest the skeletal density of &lt;em&gt;C. nereostratum&lt;/em&gt; began to decline precipitously in the 1990's in some parts of the Aleutian archipelago. The investigators now propose to use high-resolution microscopy and microCT imaging to examine how the growth and skeletal density of &lt;em&gt;C. nereostratum&lt;/em&gt; has changed in the past 300 years (i.e., since the industrial revolution) across the western Aleutians. They will compare their records of algal skeletal densities and their variation through time with reconstructions of past climate to infer causes of change. In addition, the investigators will examine whether the alga's defense against grazing by sea urchins is compromised by ongoing ocean acidification. The investigators will survey the extent of &lt;em&gt;C. nereostratum&lt;/em&gt; bioerosion occurring at 10 sites spanning the western Aleutians, both inside and outside of kelp forests. At each site they will compare these patterns to observed and monitored ecosystem trophic structure and recent &lt;em&gt;C. nereostratum&lt;/em&gt; calcification rates. Field observations will be combined with laboratory experiments to determine if it is a decline in the alga's skeletal density (due to recent OA and warming), an increase in grazing intensity (due to recent trophic-level dysfunction), or their interactive effects that are likely responsible for bioerosion patterns inside vs. outside of forests. By sampling &lt;em&gt;C. nereostratum&lt;/em&gt; inside and outside of forests, they will determine if kelp forests locally increase pH via photosynthesis, and thus buffer the effects of OA on coralline calcification. The combination of field observations with laboratory controlled experiments, manipulating CO2 and temperature, will help elucidate drivers of calcification and project how these species interactions will likely change in the near future. The project will provide the first in situ example of how ongoing ocean acidification is affecting the physiology of long-lived, carbonate producing organisms in the subarctic North Pacific. It will also be one of the first studies to document whether OA, ocean warming, and food web changes to ecological processes are interacting in complex ways to reshape the outcome of species interactions in nature.&lt;/p&gt;</gco:CharacterString>
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	Units: unitless
	Description: &lt;p&gt;replicate individual urchin or alga&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755758.rdf
	Name: treatment_grazing
	Units: unitless
	Description: &lt;p&gt;treatment = coralline alga exposed to herbivory; control = no herbivory&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755759.rdf
	Name: urchin_diameter_mm
	Units: millimeters
	Description: &lt;p&gt;size (test diameter) of sea urchin&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755760.rdf
	Name: cca_surface_area_cm2
	Units: square centimeters (cm^2)
	Description: &lt;p&gt;surface area of coralline alga&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755761.rdf
	Name: date_T0
	Units: unitless
	Description: &lt;p&gt;date of sampling at timepoint T0; formatted as yyyy-mm-dd&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755762.rdf
	Name: sampling_time_T0
	Units: unitless
	Description: &lt;p&gt;time of sampling (24 hr clock) (HH:MM)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755763.rdf
	Name: standard_ave_grams_T0
	Units: grams
	Description: &lt;p&gt;average mass of experimental standard at time point x&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755764.rdf
	Name: sample_mass_grams_T0
	Units: grams
	Description: &lt;p&gt;average mass of coralline alga at time x&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755765.rdf
	Name: date_T5
	Units: unitless
	Description: &lt;p&gt;date of sampling; formatted as yyyy-mm-dd&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755766.rdf
	Name: sampling_time_T5
	Units: unitless
	Description: &lt;p&gt;time of sampling (24 hr clock) (HH:MM)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755767.rdf
	Name: duration_days_T5
	Units: days
	Description: &lt;p&gt;duration of assay at timepoint T0&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755768.rdf
	Name: standard_ave_grams_T5
	Units: grams
	Description: &lt;p&gt;average mass of eT0perimental standard at time point T0&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755769.rdf
	Name: sample_mass_grams_T5
	Units: grams
	Description: &lt;p&gt;average mass of coralline alga at time T0&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755770.rdf
	Name: correction_factor_T5
	Units: unitless
	Description: &lt;p&gt;correction factor; computed by dividing the final mass of the control alga (at time T0) by its initial mass (at time T0)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755771.rdf
	Name: ave_correction_factor_T5
	Units: unitless
	Description: &lt;p&gt;the average correction factor computed for all control coralline algae in a given tank at time T0&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755772.rdf
	Name: corrected_initial_mass_grams_T5
	Units: grams
	Description: &lt;p&gt;sample.mass.grams.T0 * ave.correction.factor.T0&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755773.rdf
	Name: amount_mg_consumed_T5
	Units: milligrams
	Description: &lt;p&gt;the total amount of coralline algae consumed by a sea urchin at time T0; computed by subtracting sample.mass.grams.T0 from corrected.initial.mass.grams.T0; then * 1000&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755774.rdf
	Name: amount_mg_consumed_day_T5
	Units: milligrams
	Description: &lt;p&gt;rate of algal consumption (per day); computed by dividing amount.mg.consumed.T0 by duration.days&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755775.rdf
	Name: amount_mg_consumed_cm2_day_T5
	Units: milligrams
	Description: &lt;p&gt;rate of algal consumption (per day); standardized by the surface area of the coralline alga (using cca.surface.area.cm^2)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755776.rdf
	Name: date_10
	Units: unitless
	Description: &lt;p&gt;date of sampling at timepoint T5; formatted as yyyy-mm-dd&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755777.rdf
	Name: sampling_time_10
	Units: unitless
	Description: &lt;p&gt;time of sampling (24 hr clock) (HH:MM)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755778.rdf
	Name: duration_days_10
	Units: days
	Description: &lt;p&gt;duration of assay at timepoint T10&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755779.rdf
	Name: standard_ave_grams_T10
	Units: grams
	Description: &lt;p&gt;average mass of eT10perimental standard at time point T10&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755780.rdf
	Name: sample_mass_grams_T10
	Units: grams
	Description: &lt;p&gt;average mass of coralline alga at time T10&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755781.rdf
	Name: correction_factor_T10
	Units: unitless
	Description: &lt;p&gt;correction factor; computed by dividing the final mass of the control alga (at time T10) by its initial mass (at time T0)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755782.rdf
	Name: ave_correction_factor_T10
	Units: unitless
	Description: &lt;p&gt;the average correction factor computed for all control coralline algae in a given tank at time T10&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755783.rdf
	Name: corrected_initial_mass_grams_T10
	Units: grams
	Description: &lt;p&gt;sample.mass.grams.T0 * ave.correction.factor.T10&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755784.rdf
	Name: amount_mg_consumed_T10
	Units: milligrams
	Description: &lt;p&gt;the total amount of coralline algae consumed by a sea urchin at time T10; computed by subtracting sample.mass.grams.T10 from corrected.initial.mass.grams.T10; then * 1000&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755785.rdf
	Name: amount_mg_consumed_day_T10
	Units: milligrams
	Description: &lt;p&gt;rate of algal consumption (per day); computed by dividing amount.mg.consumed.T10 by duration.days&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755786.rdf
	Name: amount_mg_consumed_cm2_day_T10
	Units: milligrams
	Description: &lt;p&gt;rate of algal consumption (per day); standardized by the surface area of the coralline alga (using cca.surface.area.cm^2)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755787.rdf
	Name: date_T15
	Units: unitless
	Description: &lt;p&gt;date of sampling at timepoint T15; formatted as yyyy-mm-dd&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755788.rdf
	Name: sampling_time_T15
	Units: unitless
	Description: &lt;p&gt;time of sampling (24 hr clock) (HH:MM)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755789.rdf
	Name: duration_days_T15
	Units: days
	Description: &lt;p&gt;duration of assay at timepoint T15&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755790.rdf
	Name: standard_ave_grams_T15
	Units: grams
	Description: &lt;p&gt;average mass of eT15perimental standard at time point T15&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755791.rdf
	Name: sample_mass_grams_T15
	Units: grams
	Description: &lt;p&gt;average mass of coralline alga at time T15&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755792.rdf
	Name: correction_factor_T15
	Units: unitless
	Description: &lt;p&gt;correction factor; computed by dividing the final mass of the control alga (at time T15) by its initial mass (at time T0)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755793.rdf
	Name: ave_correction_factor_T15
	Units: unitless
	Description: &lt;p&gt;the average correction factor computed for all control coralline algae in a given tank at time T15&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755794.rdf
	Name: corrected_initial_mass_grams_T15
	Units: grams
	Description: &lt;p&gt;sample.mass.grams.T0 * ave.correction.factor.T15&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755795.rdf
	Name: amount_mg_consumed_T15
	Units: milligrams
	Description: &lt;p&gt;the total amount of coralline algae consumed by a sea urchin at time T15; computed by subtracting sample.mass.grams.T15 from corrected.initial.mass.grams.T15; then * 1000&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755796.rdf
	Name: amount_mg_consumed_day_T15
	Units: milligrams
	Description: &lt;p&gt;rate of algal consumption (per day); computed by dividing amount.mg.consumed.T15 by duration.days&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755797.rdf
	Name: amount_mg_consumed_cm2_day_T15
	Units: milligrams
	Description: &lt;p&gt;rate of algal consumption (per day); standardized by the surface area of the coralline alga (using cca.surface.area.cm^2)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755798.rdf
	Name: date_T20
	Units: unitless
	Description: &lt;p&gt;date of sampling at timepoint T20; formatted as yyyy-mm-dd&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755799.rdf
	Name: sampling_time_T20
	Units: unitless
	Description: &lt;p&gt;time of sampling (24 hr clock) (HH:MM)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755800.rdf
	Name: duration_days_T20
	Units: days
	Description: &lt;p&gt;duration of assay at timepoint T20&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755801.rdf
	Name: standard_ave_grams_T20
	Units: grams
	Description: &lt;p&gt;average mass of eT20perimental standard at time point T20&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755802.rdf
	Name: sample_mass_grams_T20
	Units: grams
	Description: &lt;p&gt;average mass of coralline alga at time T20&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755803.rdf
	Name: correction_factor_T20
	Units: unitless
	Description: &lt;p&gt;correction factor; computed by dividing the final mass of the control alga (at time T20) by its initial mass (at time T0)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755804.rdf
	Name: ave_correction_factor_T20
	Units: unitless
	Description: &lt;p&gt;the average correction factor computed for all control coralline algae in a given tank at time T20&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755805.rdf
	Name: corrected_initial_mass_grams_T20
	Units: grams
	Description: &lt;p&gt;sample.mass.grams.T0 * ave.correction.factor.T20&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755806.rdf
	Name: amount_mg_consumed_T20
	Units: milligrams
	Description: &lt;p&gt;the total amount of coralline algae consumed by a sea urchin at time T20; computed by subtracting sample.mass.grams.T20 from corrected.initial.mass.grams.T20; then * 1000&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755807.rdf
	Name: amount_mg_consumed_day_T20
	Units: milligrams
	Description: &lt;p&gt;rate of algal consumption (per day); computed by dividing amount.mg.consumed.T20 by duration.days&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/755808.rdf
	Name: amount_mg_consumed_cm2_day_T20
	Units: milligrams
	Description: &lt;p&gt;rate of algal consumption (per day); standardized by the surface area of the coralline alga (using cca.surface.area.cm^2)&lt;/p&gt; 
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                <gco:CharacterString>&amp;lt;p&amp;gt;To evaluate whether rates of sea urchin grazing on C. nereostratum have changed or will change with ocean warming and acidification, we cultured C. nereostratum and S. polyacanthus under experimental conditions mimicking past, present, and predicted future levels of ocean temperature and pCO2 in the region, then followed this three-month culturing period with a controlled feeding experiment conducted under the same conditions. Small C. nereostratum colonies (~4-5 cm diameter) and large S. polyacanthus (~45-60 mm test diameter) were live collected from Adak in 2015 and immediately transported to the Northeastern University Marine Science Center in Nahant, Massachusetts. There, all specimens were acclimated to laboratory conditions at 8.5 °C for two weeks, after which individual C. nereostratum colonies were attached to the underside of plastic petri dishes using cyanoacrylate glue and then allowed to acclimate for an additional two weeks before being moved to experimental aquaria. Conditions were then incrementally modified to achieve target temperature and pCO2 levels (see below) over a one-week period. After reaching target conditions, each 42-L aquarium was dosed with 213 mL of calcein fluorescent dye (Western Chemicals Inc.), which was recirculated in the aquaria for three days and then flushed from the system. Coralline algae incorporate the dye into their skeleton, thus creating a distinct line that can be viewed via fluorescent microscopy to demark the region of new growth within each individual.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;We employed four pCO2 conditions and three temperatures that, while factorially crossed, spanned pre-industrial, present-day, and projected year 2100 conditions (assuming an IPCC &amp;quot;business as usual&amp;quot; carbon emissions scenario; Pachauri and Meyer 2014). More extreme temperature (12.5 degrees C) and pCO2 (2800 micro-atm) conditions were also employed in the broader experiment but were not included in our experimental feeding assay because they are not predicted to occur until year 2500, or later. For each treatment, we set temperature to average summertime conditions, the time when ~75% of C. nereostratum growth occurs (Adey et al. 2013).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;All treatments (4 pCO2 concentrations x 3 temperatures, fully factorial) were housed on individual shelves and consisted of three 42-liter acrylic aquaria and one 65-liter sump (n = 3 tanks/treatment). The aquaria were connected to a sump via a common overflow and return line but were each independently and continuously replenished with new seawater-thereby establishing them as true experimental replicates. The sump contained a filter box with a nylon mesh particle filter and activated carbon, a protein skimmer (Eshopps PSK-75), and a return pump, all of which was connected to a water chiller (Coralife 1/4HP). Filtered natural seawater was added via Darhor manual flow controllers at a rate of 50 mL/min/tank, resulting in full replacement of treatment water every ~21 hours-sufficiently fast to prevent material depletion of the dissolved constituents of the seawater yet slow enough to allow the mixed gases being sparged into the experimental treatments to approach equilibrium with the seawater. Mixed gases were sparged into each tank with 91 cm long flexible bubblers at the rate of ~1 L/min via Darhor needle-valve gas flow controllers. Two 12,000K LED light arrays (Ecoxotic Panorama, Pro 24V) were mounted above each tank and set to an irradiance that mirrored average summer daylight irradiance at 10 m depth in the Aleutian Islands (~258 micro-E m-2 s-1; 12 hr light:12 hr dark cycle).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Over the course of the four-month experiment, we measured pH (Accumet AB15 pH meter with Accufet solid state probe), salinity (YSI3200 meter with K=10 conductivity electrode and temperature probe), and temperature (NIST traceable red spirit glass thermometer) in each tank every Monday, Wednesday, and Friday. The pCO2 of the gas mixtures was measured with a Qubit S151 infrared CO2 analyzer and calibrated with certified mixed CO2 from Airgas Incorporated. Every 10 days, we characterized the full carbonate system chemistry of the experimental treatments from measured total alkalinity, dissolved inorganic carbon, temperature, and salinity. For this, seawater samples were obtained in 250 mL borosilicate ground-glass-stoppered bottles and immediately poisoned with 100 micro-L of saturated HgCl2 solution to halt biological activity (Dickson et al. 2007). Total alkalinity was measured via closed-cell potentiometric Gran titration and dissolved inorganic carbon was measured with a UIC 5400 Coulometer on a VINDTA 3C (Marianda Incorporated) using Dickson certified seawater reference material. Seawater pCO2, pH, carbonate ion concentration ([CO32-]) bicarbonate ion concentration ([HCO3-]), aqueous CO2, and calcite saturation state were calculated with the program CO2SYS (Lewis and Wallace 1998), using Roy and colleague's (1993) values for the K1 and K2 carbonic acid constants, the Mucci (1983) value for the stoichiometric calcite solubility product, the seawater pH scale, and an atmospheric pressure of 1.015 atm.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;At the beginning of the experiment we measured the buoyant weight of each specimen. We then scrubbed each specimen with a toothbrush and reweighed it every month and at the end of the experiment. With each weighing, we also photographed the specimen with a ruler and Reef Watch coral bleaching card in the field of view. We then measured the 2-d surface area (coralline algae) or test diameter (urchin) of the photographed specimens (Image J, NIH). Following a three-month incubation, a subset of the coralline algae was placed individually in cages and paired with a single urchin to quantify bioerosion rate under the different treatments, while the remaining algae were retained as experimental controls during the 20-day feeding experiment, and subsequently measured for skeletal density. Following the feeding experiment, all coralline algae were sectioned with a diamond lapidary saw (Inland Craft SwapTop 6.5&amp;quot; Diamond Trim Saw) and either frozen for genetic analysis or sectioned into 6 mm slices, rinsed in a series of two 90% Ethanol baths, and allowed to air dry for further examination of growth and skeletal density.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;After three months of culturing C. nereostratum and large S. polyacanthus (mean test diameter ± SE = 53 ± 1 mm) under various temperature and pCO2 conditions (see above), we conducted a controlled feeding assay. Individual coralline algae were randomly paired with sea urchins from the same tank and placed into small cages (n = 5/tank, 15/treatment) and returned to aquaria, with the remaining coralline algae from each tank serving as controls. Buoyant weight measurements and photographs of each alga and urchin were obtained at the beginning of the experiment (as described above) and again every five days. We excluded replicates where: (i) the sea urchin appeared moribund or died during the assay; or (ii) negligible grazing occurred throughout the experiment, indicating severe stress to the animal. Buoyant weights were converted to dry weight (mg) using an empirically-derived conversion factor (linear regression: -0.117448 + 1.746361 * buoyant mass; adjusted R^2 = 0.9996; p &amp;amp;lt; 0.001). To calculate the amount of C. nereostratum (mg CaCO3 dry weight) consumed by each urchin at each sampling interval while also accounting for the potential gain or loss of mass within the treatment alga, we used the equation [Ti x (Cf/Ci)] - Tf, where Ti and Tf is the initial and final mass (respectively) of an alga exposed to herbivory, and Ci and Cf&amp;amp;nbsp; is the initial and final mass (respectively) of its paired control. For this exercise, we averaged correction factors (Cf/Ci) for all control algae in a given tank, and applied this average correction factor to each treatment alga in the same tank. We then computed grazing rate (amount consumed/day) for each sea urchin, as well as per capita grazing rates standardized by the surface area of C. nereostratum.&amp;lt;/p&amp;gt;</gco:CharacterString>
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