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            <gco:CharacterString>Cite this dataset as: Munstermann, M. J., Karelitz, S. E., Ferraro, R., Rogers-Bennett, L., Simons, R. D., Okamoto, D. K. (2025) Survival of larval Strongylocentrotus purpuratus under ocean warming and food availability scenarios. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2025-06-09 [if applicable, indicate subset used]. doi:10.26008/1912/bco-dmo.963422.1 [access date]</gco:CharacterString>
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        <gco:CharacterString>Larval Survival-Purple urchin Dataset Description:  Methods and Sampling: &amp;lt;p&amp;gt;Trends in survival, morphometric patterns, and time to metamorphic competency across temperature and food availability treatments were measured in &amp;lt;em&amp;gt;S. purpuratus&amp;lt;/em&amp;gt; larvae. Larvae were spawned from adult purple urchins collected in Santa Barbara, CA. Effects of temperature and food availability were tested using a 6 x 4 factorial experimental design with six temperature treatments (10, 12, 14, 16, 18, 20°C) and four concentrations of &amp;lt;em&amp;gt;Rhodomonas sp.&amp;lt;/em&amp;gt; microalgae (500, 2500, 5000, 10,000 cells mL&amp;lt;sup&amp;gt;-1&amp;lt;/sup&amp;gt;) for a total of 24 treatment combinations. Food treatments represented algal concentrations from starvation to &amp;lt;em&amp;gt;ad libitum&amp;lt;/em&amp;gt; conditions.&amp;amp;nbsp;Temperature and food treatments were based on historical observations of temperature trends and chlorophyll abundance.&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;div&amp;gt;Forty &amp;lt;em&amp;gt;S. purpuratus&amp;lt;/em&amp;gt; were collected from kelp forests between 2.2 – 8.8 meters from Carpinteria Reef in the Santa Barbara Channel, California in June 2022. Before spawning, individuals were held at 13°C for 4 weeks at UC Davis Bodega Marine Laboratory and were fed 20 grams of &amp;lt;em&amp;gt;Urchinomics Inc.&amp;lt;/em&amp;gt; kelp-based pelleted food every other day.&amp;amp;nbsp;&amp;lt;/div&amp;gt;

&amp;lt;div&amp;gt;
&amp;lt;p&amp;gt;A homogeneous pool of fertilized embryos were assigned to temperature treatments. Spawning was induced by injecting of 1–2 mL of 0.5 M KCl. Female urchins were placed upside down over 250 mL beakers filled with filtered to 0.1 µm seawater (FSW) at ambient temperature. Eggs were allowed to collect at the bottom of beakers. Sperm was collected dry from the aboral surface and placed on ice in 2.0 mL microcentrifuge tubes until use. Gamete quality was visually inspected with eggs assessed for shape, color, and uniform size and sperm for motility. Eggs from four females were pooled and rinsed before being fertilized by sperm from four males. Approximately equal proportions of gametes from each individual within each sex were represented.&amp;amp;nbsp; Successful fertilization was determined by 95% of eggs having a fertilization envelope with no polyspermy. Fertilized eggs were rinsed three times with FSW to remove excess sperm to prevent polyspermy. Approximately 2800 embryos (concentration of ~5.5 embryos mL&amp;lt;sup&amp;gt;-1&amp;lt;/sup&amp;gt;) were placed in each 500 mL glass bottles filled with FSW and placed on roller tables to suspend larvae (Karelitz et al. 2020).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Roller agitation tables were constructed to provide water movement for larval sea urchin cultures. Rollers on free moving axles kept larval culture bottles rotating to prevent larvae from settling to the bottom.&amp;amp;nbsp; Bottles were partially submerged in water baths heated or chilled using Heater/Chillers (TECO US Inc. TK-500) to maintain target temperatures. Embryos were initially stocked in bottles with ambient temperature (16°C) FSW to minimize temperature shock but immediately placed into water baths to allow embryos to acclimate to target temperatures. Each of the 24 temperature x food treatments had four replicate bottles for a total of 96 bottles. Larvae were fed daily starting at 4 days post-fertilization (when larvae were observed to be competent to feed) and water changes and feeding were conducted every 2 days.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Larval sampling was conducted every two days to estimate changes in larval density, morphometry, and competency, in conjunction with water changes and feedings. Larval densities were quantified by concentrating larval cultures to 100 mL and counting the number of larvae found in five 1 mL subsamples. Density counts continued until larvae showed signs of metamorphosis, as determined by the presence of a rudiment and exposed tube feet.&amp;lt;/p&amp;gt;
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/818931.rdf" xlink:title="OCE-2023649" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-2023649 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=2023649</gmx:Anchor>
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Rapid and extreme warming events such as El Niño and marine heatwaves have had ecological and economic impacts on nearshore marine ecosystems. These impacts include reductions in biomass and collapses in commercial fisheries. For many species, population booms and busts are controlled by shifts in reproduction and juvenile dispersal related to warmer temperatures and ocean circulation. However, how population fluctuations are shaped by interacting processes that control adult reproduction and larval survival remains unclear. Marine heatwaves often accompany major disruptions in ocean circulation, which can affect survival and the distribution of species that produce free-floating, planktonic larvae. As a result, species can be impacted directly by temperature effects on organismal reproduction and survival, and indirectly by shifts in ocean circulation that affect larval success. This project is examining how the joint effects of temperature and ocean circulation are controlling populations of purple sea urchins (Strongylocentrotus purpuratus). To address project objectives, the team is developing oceanographic models to predict dispersal of planktonic larvae in combination with controlled experiments on adult reproductive success. This project is advancing the understanding of how ecologically important species respond to ocean temperature and circulation, which are forecast to shift under future climate change scenarios. Broader impacts of the project include training of students and post-docs in STEM and educational outreach. Curriculum development and implementation is occurring in collaboration with existing K-12 outreach programs that focus on underserved communities and under-represented groups. The goal is to empower the next generation of scientists to use integrative approaches to predict ecological consequences of climate change.&lt;/p&gt;
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	Description: &lt;p&gt;Experimental temperature treatment&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/963927.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/963928.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/963929.rdf
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	Units: unitless
	Description: &lt;p&gt;Indicates each of the five 1 mL subsamples taken from each replicate bottle to determine overall larval density in bottle&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/963930.rdf
	Name: count_value
	Units: unitless
	Description: &lt;p&gt;Indicates the number of larvae counted in each of the respective subsamples&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/963931.rdf
	Name: avg_count
	Units: unitless
	Description: &lt;p&gt;Average number of larvae across the five 1mL subsamples from one replicate bottle&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/963932.rdf
	Name: volume
	Units: mL
	Description: &lt;p&gt;Volume in which each of the five 1mL subsamples were taken from&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/963933.rdf
	Name: avg_bottle
	Units: unitless
	Description: &lt;p&gt;Estimated number of larvae in each replicate bottle across temperature and food treatments&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/963934.rdf
	Name: sample_day
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	Description: &lt;p&gt;Indicates the sampling day (i.e., the first day larvae were sampled is indicated with a '1')&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/963935.rdf
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	Units: days
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                <gco:CharacterString>&amp;lt;p&amp;gt;Trends in survival, morphometric patterns, and time to metamorphic competency across temperature and food availability treatments were measured in &amp;lt;em&amp;gt;S. purpuratus&amp;lt;/em&amp;gt; larvae. Larvae were spawned from adult purple urchins collected in Santa Barbara, CA. Effects of temperature and food availability were tested using a 6 x 4 factorial experimental design with six temperature treatments (10, 12, 14, 16, 18, 20°C) and four concentrations of &amp;lt;em&amp;gt;Rhodomonas sp.&amp;lt;/em&amp;gt; microalgae (500, 2500, 5000, 10,000 cells mL&amp;lt;sup&amp;gt;-1&amp;lt;/sup&amp;gt;) for a total of 24 treatment combinations. Food treatments represented algal concentrations from starvation to &amp;lt;em&amp;gt;ad libitum&amp;lt;/em&amp;gt; conditions.&amp;amp;nbsp;Temperature and food treatments were based on historical observations of temperature trends and chlorophyll abundance.&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;div&amp;gt;Forty &amp;lt;em&amp;gt;S. purpuratus&amp;lt;/em&amp;gt; were collected from kelp forests between 2.2 – 8.8 meters from Carpinteria Reef in the Santa Barbara Channel, California in June 2022. Before spawning, individuals were held at 13°C for 4 weeks at UC Davis Bodega Marine Laboratory and were fed 20 grams of &amp;lt;em&amp;gt;Urchinomics Inc.&amp;lt;/em&amp;gt; kelp-based pelleted food every other day.&amp;amp;nbsp;&amp;lt;/div&amp;gt;

&amp;lt;div&amp;gt;
&amp;lt;p&amp;gt;A homogeneous pool of fertilized embryos were assigned to temperature treatments. Spawning was induced by injecting of 1–2 mL of 0.5 M KCl. Female urchins were placed upside down over 250 mL beakers filled with filtered to 0.1 µm seawater (FSW) at ambient temperature. Eggs were allowed to collect at the bottom of beakers. Sperm was collected dry from the aboral surface and placed on ice in 2.0 mL microcentrifuge tubes until use. Gamete quality was visually inspected with eggs assessed for shape, color, and uniform size and sperm for motility. Eggs from four females were pooled and rinsed before being fertilized by sperm from four males. Approximately equal proportions of gametes from each individual within each sex were represented.&amp;amp;nbsp; Successful fertilization was determined by 95% of eggs having a fertilization envelope with no polyspermy. Fertilized eggs were rinsed three times with FSW to remove excess sperm to prevent polyspermy. Approximately 2800 embryos (concentration of ~5.5 embryos mL&amp;lt;sup&amp;gt;-1&amp;lt;/sup&amp;gt;) were placed in each 500 mL glass bottles filled with FSW and placed on roller tables to suspend larvae (Karelitz et al. 2020).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Roller agitation tables were constructed to provide water movement for larval sea urchin cultures. Rollers on free moving axles kept larval culture bottles rotating to prevent larvae from settling to the bottom.&amp;amp;nbsp; Bottles were partially submerged in water baths heated or chilled using Heater/Chillers (TECO US Inc. TK-500) to maintain target temperatures. Embryos were initially stocked in bottles with ambient temperature (16°C) FSW to minimize temperature shock but immediately placed into water baths to allow embryos to acclimate to target temperatures. Each of the 24 temperature x food treatments had four replicate bottles for a total of 96 bottles. Larvae were fed daily starting at 4 days post-fertilization (when larvae were observed to be competent to feed) and water changes and feeding were conducted every 2 days.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Larval sampling was conducted every two days to estimate changes in larval density, morphometry, and competency, in conjunction with water changes and feedings. Larval densities were quantified by concentrating larval cultures to 100 mL and counting the number of larvae found in five 1 mL subsamples. Density counts continued until larvae showed signs of metamorphosis, as determined by the presence of a rudiment and exposed tube feet.&amp;lt;/p&amp;gt;
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- Export file as &amp;quot;963422_v1_roller_density_counts.csv&amp;quot;</gco:CharacterString>
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