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            <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/dataset/1009379.rdf" xlink:actuate="onRequest">Hatching success and survival in Atlantic silversides (Menidia menidia) reared at contrasting pCO2 conditions in laboratory experiments conducted with embryos from adults collected in Long Island Sound in 2021 and 2022</gmx:Anchor>
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            <gco:CharacterString>Cite this dataset as: Zavell, M. D., Baumann, H., Webb, J. (2026) Hatching success and survival in Atlantic silversides (Menidia menidia) reared at contrasting pCO2 conditions in laboratory experiments conducted with embryos from adults collected in Long Island Sound in 2021 and 2022. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2026-10-09 [if applicable, indicate subset used]. http://lod.bco-dmo.org/id/dataset/1009379 [access date]</gco:CharacterString>
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        <gco:CharacterString>Schooling Ontogeny and Lateral Line Dev Exps: Hatch and Survival Dataset Description:  Methods and Sampling: &amp;lt;p&amp;gt;Spawning Atlantic silversides (&amp;lt;em&amp;gt;Menidia menidia&amp;lt;/em&amp;gt;) were caught on May 24th, 2021, and May 15th, 2022 (for lateral line development and schooling experiments, respectively, see below) in Mumford Cove (41°19’25”N 72°01’07”W). Fish were captured using a beach seine (30 × 2m) and were transported to the University of Connecticut’s Rankin Seawater Laboratory, separated by sex, and held at 20°C in 80-l aerated tanks. The following day, fish were strip-spawned (following Murray et al., 2014, 2016; Malvezzi et al., 2015), and within one hour embryos were randomly distributed into 20-l replicate rearing containers.&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Experimental Design&amp;lt;/strong&amp;gt;:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Each container was equipped with 4 mesh-covered holes (7 cm diameter, 150 µm mesh) to allow water exchange with the individual surrounding 600-l tanks in the Automatic Larval Fish Rearing System (ALFiRiS). This custom-built system consists of nine such recirculation units that are independently controlled for pH and temperature via a customized LabView program (Baumann et al., 2022; Zavell and Baumann, 2024). ALFiRiS measures conditions once per hour via sampling pumps connected to a central pH sensor (Hach pHD digital electrode) that is calibrated weekly using NIST 2-point pH references. As needed, the system automatically adjusts pH /&amp;lt;em&amp;gt;p&amp;lt;/em&amp;gt;CO&amp;lt;sub&amp;gt;&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt;&amp;lt;/sub&amp;gt; levels by triggering solenoid valves to inject standardized amounts of 100% bone dry CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; (to decrease pH) or CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;-stripped air (to increase pH), while maintaining desired temperatures via computer-controlled submersible heaters (Finnex Deluxe Titanium, 800W) or in-line chillers (DeltaStar ⅓ horsepower). All trials experiments were conducted at 22°C to resemble late spring conditions at Mumford Cove normally experienced by spawning silversides and their larvae (Murray and Baumann, 2018).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Two experiments were done to quantify schooling and cranial neuromast development. In our &amp;lt;strong&amp;gt;schooling ontogeny experiment&amp;lt;/strong&amp;gt; we reared silversides from fertilization to 25 days post hatch (dph) at three CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; levels, while repeatedly conducting standardized burst photography to identify larval positions – and subsequently larval distance distributions - in each rearing container. This simple but robust, quantitative, and observer-unbiased metric showed ontogenetic changes that clearly differed between CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; treatments. A separate &amp;lt;strong&amp;gt;lateral line development experiment&amp;lt;/strong&amp;gt; then specifically tested our hypothesis that high CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; environments affect schooling due to morphological changes and/or the development of the LL system. In both experiments three CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; treatments were used, referred to hereafter as control (8.15 pH units, ~400 µatm CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;), elevated (7.45pH units, ~2200 µatm CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;), or extreme (7.20 pH units, ~4200 µatm CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;) CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; conditions. The control CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; treatment is characteristic of the average local surface ocean and of coastal systems at the start of the silverside spawning season in spring (Murray et al., 2014). The elevated CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; level represents the maximum predicted open ocean CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; for the next 300 years (Caldeira and Wickett, 2005), and it is both a common benchmark in ocean acidification studies as well as a level already observed in productive coastal systems during summer (Baumann et al., 2015). The extreme CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; level is rarely reached yet in contemporary systems (Baumann et al., 2015), but may become more common in productive nearshore habitats under future climate and eutrophication scenarios (Wallace et al., 2014).&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Actual CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; levels were determined biweekly by measuring total alkalinity (A&amp;lt;sub&amp;gt;T&amp;lt;/sub&amp;gt;; Murray and Baumann, 2018) in 300 mL samples of filtered seawater (10 µm) taken from each tank. Salinity was measured concurrently using a handheld refractometer. Endpoint titrations (G20 Potentiometric Titrator, Mettler Toledo) were calibrated with Dr. Andrew Dickson’s certified reference material for AT in seawater (UCSD Scripps Institution of Marine Science; Dickson et al., 2003) and titration accuracy was (±1%). Measured temperature, salinity, pH, and AT were then used to calculate CO2 (CO2SYS V2.1; https://cdiac.ess-dive.lbl.gov/ftp/co2sys/CO2SYS_calc_XLS_v2.1/) using K1, K2 constants from Mehrbach et al. (1973), refitted by Dickson &amp;amp;amp; Millero (1987), and Dickson (1990) for potassium bisulfate (KHSO&amp;lt;sub&amp;gt;4&amp;lt;/sub&amp;gt;).&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Upon hatch, larvae were fed both a powdered weaning diet (Otohime Marine Fish Diet, size A1, Reed Mariculture, Campbell, CA, USA) and newly hatched brine shrimp nauplii ad libitum (&amp;lt;em&amp;gt;Artemia salinia&amp;lt;/em&amp;gt;, San Francisco Strain, brineshrimpdirect.com, Ogdon, UT, USA). During the remainder of each experiment larvae were fed daily ad libitum rations of newly hatched nauplii. Ammonia was measured daily (API Saltwater Test Kit) to assure that levels remained &amp;amp;lt; 0.25 ppm. Rearing containers were siphoned daily to remove uneaten food and detritus, and 25% partial water changes were conducted weekly. Salinity (27 – 31 psu) and light conditions (15 h light: 9 h dark) reflected optimal levels for growth for this species (Middaugh et al., 1987). Throughout both experiments, sampled larvae were euthanized and fixed in cold (2-4°C) 4% paraformaldehyde (PFA) in phosphate buffered saline (PBS). 48 hours following fixation, larvae were transferred to 70% ethanol in deionized water, which was changed twice to remove excess PFA.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Percent hatch was quantified as the cumulative number of hatched larvae / total number of fertilized embryos × 100. Percent survival was the total number of larvae that survived to the end of the experiment / initial number of larvae at 0 dph × 100.&amp;amp;nbsp; For the schooling ontogeny experiment (“Schooling”) the experiment concluded at 25 dph, whereas the lateral line development experiment concluded at 34 dph.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Schooling Ontogeny Experiment&amp;lt;/strong&amp;gt;:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;To address the effects of ocean acidification on schooling, a schooling experiment quantified larval behavior under the three different CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; conditions. Approximately 500 embryos were reared to hatch in one 20-l rearing container for each of 3 ALFiRiS units tanks per CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; treatment (except for the extreme CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; treatment, where a fungal outbreak rendered one unit unusable). Hatching occurred 8 days post fertilization (May 23rd, 2022). At 1 day post hatch (dph), 50 larvae were randomly distributed into each of two ‘schooling’ containers per ALFiRiS unit. Schooling containers were the same as all other containers, but had one additional, mesh-covered hole located 2 cm above the container bottom to drain excess water during schooling trials. Therefore, the control and elevated CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; treatments each had 6 schooling containers (2 per ALFiRiS unit) and 3 rearing containers (1 per ALFiRiS unit). In the extreme treatment, we added a third schooling container per ALFiRiS unit (total of 6 schooling and 2 rearing containers).&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Lateral Line Development Experiment&amp;lt;/strong&amp;gt;:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The lateral line development experiment quantified the rate of development of the cranial lateral line system including the number of neuromasts under contrasting CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; conditions (control and extreme, as defined above). The cranial lateral line system (as opposed to the trunk LL system) was studied given its role in maintaining spatial positioning within a school of fish (Mekdara et al., 2021). Approximately 500 embryos were randomly allocated to each of two 20-l rearing containers (one control and one extreme CO2 treatment). Hatching occurred 9 days post fertilization (dpf; June 1st, 2021), and 15 larvae were sampled daily from 0 to 7 dph, and then 3× per week until 34 dph (to ~14 mm SL). &amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Organism Identifier (LSID, Life Sciences Identifier)&amp;lt;/strong&amp;gt;:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;em&amp;gt;Menidia menidia&amp;lt;/em&amp;gt;, urn:lsid:marinespecies.org:taxname:159228&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/650183.rdf" xlink:title="OCE-1536336" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1536336 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1536336</gmx:Anchor>
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            <gmx:Anchor xlink:href="http://orcid.org/0000-0002-4039-4230" xlink:actuate="onRequest">Hannes Baumann</gmx:Anchor>
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Coastal marine ecosystems provide a number of important services and resources for humans, and at the same time, coastal waters are subject to environmental stressors such as increases in ocean acidification and reductions in dissolved oxygen. The effects of these stressors on coastal marine organisms remain poorly understood because most research to date has examined the sensitivity of species to one factor, but not to more than one in combination. This project will determine how a model fish species, the Atlantic silverside, will respond to observed and predicted levels of dissolved carbon dioxide (CO2) and oxygen (O2). Shorter-term experiments will measure embryo and larval survival, growth, and metabolism, and determine whether parents experiencing stressful conditions produce more robust offspring. Longer-term experiments will study the consequences of ocean acidification over the entire life span by quantifying the effects of high-CO2 conditions on the ratio of males to females, lifetime growth, and reproductive investment. These studies will provide a more comprehensive view of how multiple stressors may impact populations of Atlantic silversides and potentially other important forage fish species. This collaborative project will support and train three graduate students at the University of Connecticut and the Stony Brook University (NY), two institutions that attract students from minority groups. It will also provide a variety of opportunities for undergraduates to participate in research and the public to learn about the study, through summer research projects, incorporation in the &quot;Women in Science and Engineering&quot; program, and interactive displays of environmental data from monitoring buoys. The two early-career investigators are committed to increasing ocean literacy and awareness of NSF-funded research through public talks and presentations.&lt;/p&gt;
&lt;p&gt;This project responds to the recognized need for multi-stressor assessments of species sensitivities to anthropogenic environmental change. It will combine environmental monitoring with advanced experimental approaches to characterize early and whole life consequences of acidification and hypoxia in the Atlantic silverside (Menidia menidia), a valued model species and important forage fish along most of the US east coast. Experiments will employ a newly constructed, computer-controlled fish rearing system to allow independent and combined manipulation of seawater pCO2 and dissolved oxygen (DO) content and the application of static and fluctuating pCO2 and DO levels that were chosen to represent contemporary and potential future scenarios in productive coastal habitats. First CO2, DO, and CO2 × DO dependent reaction norms will be quantified for fitness-relevant early life history (ELH) traits including pre- and post-hatch survival, time to hatch, post-hatch growth, by rearing offspring collected from wild adults from fertilization to 20 days post hatch (dph) using a full factorial design of 3 CO2 × 3 DO levels. Second, the effects of tidal and diel CO2 × DO fluctuations of different amplitudes on silverside ELH traits will be quantified. To address knowledge gaps regarding the CO2-sensitivity in this species, laboratory manipulations of adult spawner environments and reciprocal offspring exposure experiments will elucidate the role of transgenerational plasticity as a potential short-term mechanism to cope with changing environments. To better understand the mechanisms of fish early life CO2-sensitivity, the effects of temperature × CO2 on pre- and post-hatch metabolism will be robustly quantified. The final objective is to rear silversides from fertilization to maturity under different CO2 levels and assess potential CO2-effects on sex ratio and whole life growth and fecundity.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Related references:&lt;/strong&gt;&lt;br /&gt;
Gobler, C.J. and Baumann, H. (2016) Hypoxia and acidification in ocean ecosystems: Coupled dynamics and effects on marine life. Biology Letters 12:20150976. doi:&lt;a href=&quot;http://dx.doi.org/10.1098/rsbl.2015.0976&quot; target=&quot;_blank&quot;&gt;10.1098/rsbl.2015.0976&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;Baumann, H. (2016) Combined effects of ocean acidification, warming, and hypoxia on marine organisms. Limnology and Oceanography e-Lectures 6:1-43. doi:&lt;a href=&quot;http://dx.doi.org/10.1002/loe2.10002&quot; target=&quot;_blank&quot;&gt;10.1002/loe2.10002&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;Depasquale, E., Baumann, H., and Gobler, C.J. (2015) Variation in early life stage vulnerability among Northwest Atlantic estuarine forage fish to ocean acidification and low oxygen Marine Ecology Progress Series 523: 145–156.doi:&lt;a href=&quot;http://dx.doi.org/10.3354/meps11142&quot; target=&quot;_blank&quot;&gt;10.3354/meps11142&lt;/a&gt;&lt;/p&gt;</gco:CharacterString>
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                <gco:CharacterString>&amp;lt;p&amp;gt;Spawning Atlantic silversides (&amp;lt;em&amp;gt;Menidia menidia&amp;lt;/em&amp;gt;) were caught on May 24th, 2021, and May 15th, 2022 (for lateral line development and schooling experiments, respectively, see below) in Mumford Cove (41°19’25”N 72°01’07”W). Fish were captured using a beach seine (30 × 2m) and were transported to the University of Connecticut’s Rankin Seawater Laboratory, separated by sex, and held at 20°C in 80-l aerated tanks. The following day, fish were strip-spawned (following Murray et al., 2014, 2016; Malvezzi et al., 2015), and within one hour embryos were randomly distributed into 20-l replicate rearing containers.&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Experimental Design&amp;lt;/strong&amp;gt;:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Each container was equipped with 4 mesh-covered holes (7 cm diameter, 150 µm mesh) to allow water exchange with the individual surrounding 600-l tanks in the Automatic Larval Fish Rearing System (ALFiRiS). This custom-built system consists of nine such recirculation units that are independently controlled for pH and temperature via a customized LabView program (Baumann et al., 2022; Zavell and Baumann, 2024). ALFiRiS measures conditions once per hour via sampling pumps connected to a central pH sensor (Hach pHD digital electrode) that is calibrated weekly using NIST 2-point pH references. As needed, the system automatically adjusts pH /&amp;lt;em&amp;gt;p&amp;lt;/em&amp;gt;CO&amp;lt;sub&amp;gt;&amp;lt;sup&amp;gt;2&amp;lt;/sup&amp;gt;&amp;lt;/sub&amp;gt; levels by triggering solenoid valves to inject standardized amounts of 100% bone dry CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; (to decrease pH) or CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;-stripped air (to increase pH), while maintaining desired temperatures via computer-controlled submersible heaters (Finnex Deluxe Titanium, 800W) or in-line chillers (DeltaStar ⅓ horsepower). All trials experiments were conducted at 22°C to resemble late spring conditions at Mumford Cove normally experienced by spawning silversides and their larvae (Murray and Baumann, 2018).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Two experiments were done to quantify schooling and cranial neuromast development. In our &amp;lt;strong&amp;gt;schooling ontogeny experiment&amp;lt;/strong&amp;gt; we reared silversides from fertilization to 25 days post hatch (dph) at three CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; levels, while repeatedly conducting standardized burst photography to identify larval positions – and subsequently larval distance distributions - in each rearing container. This simple but robust, quantitative, and observer-unbiased metric showed ontogenetic changes that clearly differed between CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; treatments. A separate &amp;lt;strong&amp;gt;lateral line development experiment&amp;lt;/strong&amp;gt; then specifically tested our hypothesis that high CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; environments affect schooling due to morphological changes and/or the development of the LL system. In both experiments three CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; treatments were used, referred to hereafter as control (8.15 pH units, ~400 µatm CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;), elevated (7.45pH units, ~2200 µatm CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;), or extreme (7.20 pH units, ~4200 µatm CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;) CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; conditions. The control CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; treatment is characteristic of the average local surface ocean and of coastal systems at the start of the silverside spawning season in spring (Murray et al., 2014). The elevated CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; level represents the maximum predicted open ocean CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; for the next 300 years (Caldeira and Wickett, 2005), and it is both a common benchmark in ocean acidification studies as well as a level already observed in productive coastal systems during summer (Baumann et al., 2015). The extreme CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; level is rarely reached yet in contemporary systems (Baumann et al., 2015), but may become more common in productive nearshore habitats under future climate and eutrophication scenarios (Wallace et al., 2014).&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Actual CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; levels were determined biweekly by measuring total alkalinity (A&amp;lt;sub&amp;gt;T&amp;lt;/sub&amp;gt;; Murray and Baumann, 2018) in 300 mL samples of filtered seawater (10 µm) taken from each tank. Salinity was measured concurrently using a handheld refractometer. Endpoint titrations (G20 Potentiometric Titrator, Mettler Toledo) were calibrated with Dr. Andrew Dickson’s certified reference material for AT in seawater (UCSD Scripps Institution of Marine Science; Dickson et al., 2003) and titration accuracy was (±1%). Measured temperature, salinity, pH, and AT were then used to calculate CO2 (CO2SYS V2.1; https://cdiac.ess-dive.lbl.gov/ftp/co2sys/CO2SYS_calc_XLS_v2.1/) using K1, K2 constants from Mehrbach et al. (1973), refitted by Dickson &amp;amp;amp; Millero (1987), and Dickson (1990) for potassium bisulfate (KHSO&amp;lt;sub&amp;gt;4&amp;lt;/sub&amp;gt;).&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Upon hatch, larvae were fed both a powdered weaning diet (Otohime Marine Fish Diet, size A1, Reed Mariculture, Campbell, CA, USA) and newly hatched brine shrimp nauplii ad libitum (&amp;lt;em&amp;gt;Artemia salinia&amp;lt;/em&amp;gt;, San Francisco Strain, brineshrimpdirect.com, Ogdon, UT, USA). During the remainder of each experiment larvae were fed daily ad libitum rations of newly hatched nauplii. Ammonia was measured daily (API Saltwater Test Kit) to assure that levels remained &amp;amp;lt; 0.25 ppm. Rearing containers were siphoned daily to remove uneaten food and detritus, and 25% partial water changes were conducted weekly. Salinity (27 – 31 psu) and light conditions (15 h light: 9 h dark) reflected optimal levels for growth for this species (Middaugh et al., 1987). Throughout both experiments, sampled larvae were euthanized and fixed in cold (2-4°C) 4% paraformaldehyde (PFA) in phosphate buffered saline (PBS). 48 hours following fixation, larvae were transferred to 70% ethanol in deionized water, which was changed twice to remove excess PFA.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Percent hatch was quantified as the cumulative number of hatched larvae / total number of fertilized embryos × 100. Percent survival was the total number of larvae that survived to the end of the experiment / initial number of larvae at 0 dph × 100.&amp;amp;nbsp; For the schooling ontogeny experiment (“Schooling”) the experiment concluded at 25 dph, whereas the lateral line development experiment concluded at 34 dph.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Schooling Ontogeny Experiment&amp;lt;/strong&amp;gt;:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;To address the effects of ocean acidification on schooling, a schooling experiment quantified larval behavior under the three different CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; conditions. Approximately 500 embryos were reared to hatch in one 20-l rearing container for each of 3 ALFiRiS units tanks per CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; treatment (except for the extreme CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; treatment, where a fungal outbreak rendered one unit unusable). Hatching occurred 8 days post fertilization (May 23rd, 2022). At 1 day post hatch (dph), 50 larvae were randomly distributed into each of two ‘schooling’ containers per ALFiRiS unit. Schooling containers were the same as all other containers, but had one additional, mesh-covered hole located 2 cm above the container bottom to drain excess water during schooling trials. Therefore, the control and elevated CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; treatments each had 6 schooling containers (2 per ALFiRiS unit) and 3 rearing containers (1 per ALFiRiS unit). In the extreme treatment, we added a third schooling container per ALFiRiS unit (total of 6 schooling and 2 rearing containers).&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Lateral Line Development Experiment&amp;lt;/strong&amp;gt;:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The lateral line development experiment quantified the rate of development of the cranial lateral line system including the number of neuromasts under contrasting CO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; conditions (control and extreme, as defined above). The cranial lateral line system (as opposed to the trunk LL system) was studied given its role in maintaining spatial positioning within a school of fish (Mekdara et al., 2021). Approximately 500 embryos were randomly allocated to each of two 20-l rearing containers (one control and one extreme CO2 treatment). Hatching occurred 9 days post fertilization (dpf; June 1st, 2021), and 15 larvae were sampled daily from 0 to 7 dph, and then 3× per week until 34 dph (to ~14 mm SL). &amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Organism Identifier (LSID, Life Sciences Identifier)&amp;lt;/strong&amp;gt;:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;em&amp;gt;Menidia menidia&amp;lt;/em&amp;gt;, urn:lsid:marinespecies.org:taxname:159228&amp;lt;/p&amp;gt;</gco:CharacterString>
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                  <gco:CharacterString>This section documents curation actions performed prior to publication review with the submitter, and additional information relevant to understanding and reusing this dataset. It distinguishes changes made to the submitted (meta)data from unresolved issues and/or enhancements that improve future reuse and interoperability.

CURATION ACTIONS PERFORMED ON DATA

- Loaded Menidia_Hatch_Survival.csv using filename as resource name, headers at row 1, added &amp;quot;&amp;quot;, &amp;quot;nd&amp;quot;, and &amp;quot;N.A&amp;quot; as missing value sentinels
- Renamed columns with dots to underscore-based names: Fert.Date to Fert_Date, Tank.ID to Tank_ID, Bucket.ID to Bucket_ID, P.Hatch to P_Hatch, P.Surv to P_Surv
- Converted Fert_Date from M/D/YYYY format to ISO 8601 date format (YYYY-MM-DD), output as date type
- Output file as 1009379_v1_menidia_hatch_survival.csv

CURATION ACTIONS PERFORMED ON METADATA

- BCO-DMO's standard metadata entry and text formatting steps were performed. See: https://www.bco-dmo.org/how-to/standard-curation-edits

ISSUES POTENTIALLY IMPACTING REUSE

- Software version not provided</gco:CharacterString>
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				    <gco:CharacterString>WHOI MS#36</gco:CharacterString>
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				    <gco:CharacterString>Woods Hole</gco:CharacterString>
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				    <gco:CharacterString>MA</gco:CharacterString>
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				    <gco:CharacterString>02543</gco:CharacterString>
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				    <gco:CharacterString>USA</gco:CharacterString>
				  </gmd:country>
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				    <gco:CharacterString>info@bco-dmo.org</gco:CharacterString>
				  </gmd:electronicMailAddress>
		    </gmd:CI_Address>
		  </gmd:address>
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          <gmd:CI_OnlineResource>
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              <gmd:URL>http://www.bco-dmo.org</gmd:URL>
            </gmd:linkage>
          </gmd:CI_OnlineResource>
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		  <gmd:hoursOfService>
        <gco:CharacterString>Monday - Friday 8:00am - 5:00pm</gco:CharacterString>
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		    <gco:CharacterString>For questions regarding this resource, please contact BCO-DMO via the email address provided.</gco:CharacterString>
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    <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="pointOfContact"  codeSpace="007">pointOfContact</gmd:CI_RoleCode>
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      </gmd:contact>
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    <gmi:MI_AcquisitionInformation>
    <gmi:instrument>
        <gmi:MI_Instrument>
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/897956.rdf" xlink:title="Automated Larval Fish Rearing System" xlink:actuate="onRequest">Automated Larval Fish Rearing System (ALFiRiS)</gmx:Anchor>
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            <gco:CharacterString>Automated Larval Fish Rearing System (ALFiRiS)</gco:CharacterString>
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          <gmi:description>
            <gco:CharacterString>PI Supplied Instrument Name: Automated Larval Fish Rearing System (ALFiRiS) PI Supplied Instrument Description:Automated Larval Fish Rearing System (ALFiRiS) – UConn Avery Point Rankin Lab – self-designed and assembled Instrument Name: Automated Larval Fish Rearing System Instrument Short Name:ALFiRiS   Instrument Description: The Automated Larval Fish Rearing System (ALFiRiS) was self-designed and assembled in the Rankin Lab at the University of Connecticut Avery Point. It consists of a 3 x 3 array of recirculating units (600 liters/150 gallons) that have independent computer-control over their temperature, oxygen, and pH conditions.

The system was designed to sequentially monitor tank conditions via industrial-grade oxygen and pH sensors (Hach) and then control gas solenoids (air, N2, CO2) to maintain and modulate environmental conditions. The system can apply static as well as fluctuating conditions on diel and tidal scales. Computerized temperature control allows simulating heatwaves and other non-static thermal regimes.

More information can be found at https://befel.marinesciences.uconn.edu/alfiris/</gco:CharacterString>
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              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/520.rdf" xlink:title="Camera" xlink:actuate="onRequest">Infinity2-1R, 1.4 Megapixel USB 2.0 Microscopy Camera CCD</gmx:Anchor>
              </gmd:code>
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          <gmi:type>
            <gco:CharacterString>Infinity2-1R, 1.4 Megapixel USB 2.0 Microscopy Camera CCD</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>PI Supplied Instrument Name: Infinity2-1R, 1.4 Megapixel USB 2.0 Microscopy Camera CCD PI Supplied Instrument Description:Infinity2-1R, 1.4 Megapixel USB 2.0 Microscopy Camera CCD (Teledyne Lumenera, Ottawa, Canada) Instrument Name: Camera Instrument Short Name:camera   Instrument Description: All types of photographic equipment including stills, video, film and digital systems. Community Standard Description: http://vocab.nerc.ac.uk/collection/L05/current/311/</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument>
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/520.rdf" xlink:title="Camera" xlink:actuate="onRequest">SPOT digital microscope camera</gmx:Anchor>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>SPOT digital microscope camera</gco:CharacterString>
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          <gmi:description>
            <gco:CharacterString>PI Supplied Instrument Name: SPOT digital microscope camera PI Supplied Instrument Description:SPOT digital microscope camera (SPOT Imaging, Sterling Heights, Michigan) Instrument Name: Camera Instrument Short Name:camera   Instrument Description: All types of photographic equipment including stills, video, film and digital systems. Community Standard Description: http://vocab.nerc.ac.uk/collection/L05/current/311/</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument>
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/685040.rdf" xlink:title="digital thermometer" xlink:actuate="onRequest"></gmx:Anchor>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString></gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>PI Supplied Instrument Name:  PI Supplied Instrument Description:As needed, the system automatically adjusts pH /pCO2 levels by triggering solenoid valves to inject standardized amounts of 100% bone dry CO2 (to decrease pH) or CO2-stripped air (to increase pH), while maintaining desired temperatures via computer-controlled submersible heaters (Finnex Deluxe Titanium, 800W) or in-line chillers (DeltaStar ⅓ horsepower). Instrument Name: digital thermometer Instrument Short Name:   Instrument Description: An instrument that measures temperature digitally.</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <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/708.rdf" xlink:title="Microscope - Optical" xlink:actuate="onRequest">Nikon SMZ1000 Zoom Stereo Microscope</gmx:Anchor>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>Nikon SMZ1000 Zoom Stereo Microscope</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>PI Supplied Instrument Name: Nikon SMZ1000 Zoom Stereo Microscope PI Supplied Instrument Description:Nikon SMZ1000 Zoom Stereo Microscope (Nikon Instruments Inc., Melville, New York) Instrument Name: Microscope - Optical Instrument Short Name:   Instrument Description: Instruments that generate enlarged images of samples using the phenomena of reflection and absorption of visible light. Includes conventional and inverted instruments. Also called a &quot;light microscope&quot;. Community Standard Description: http://vocab.nerc.ac.uk/collection/L05/current/LAB05/</gco:CharacterString>
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        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument>
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/708.rdf" xlink:title="Microscope - Optical" xlink:actuate="onRequest">Nikon SMZ1500 Stereo Microscope</gmx:Anchor>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>Nikon SMZ1500 Stereo Microscope</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>PI Supplied Instrument Name: Nikon SMZ1500 Stereo Microscope PI Supplied Instrument Description:Nikon SMZ1500 Stereo Microscope (Nikon Instruments Inc., Melville, New York) Instrument Name: Microscope - Optical Instrument Short Name:   Instrument Description: Instruments that generate enlarged images of samples using the phenomena of reflection and absorption of visible light. Includes conventional and inverted instruments. Also called a &quot;light microscope&quot;. Community Standard Description: http://vocab.nerc.ac.uk/collection/L05/current/LAB05/</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument>
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/674.rdf" xlink:title="pH Sensor" xlink:actuate="onRequest">Hach pHD digital electrode</gmx:Anchor>
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            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>Hach pHD digital electrode</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>PI Supplied Instrument Name: Hach pHD digital electrode PI Supplied Instrument Description:ALFiRiS measures conditions once per hour via sampling pumps connected to a central pH sensor (Hach pHD digital electrode) that is calibrated weekly using NIST 2-point pH references. Instrument Name: pH Sensor Instrument Short Name:pH Sensor   Instrument Description: An instrument that measures the hydrogen ion activity in solutions.

The overall concentration of hydrogen ions is inversely related to its pH.  The pH scale ranges from 0 to 14 and indicates whether acidic (more H+) or basic (less H+). </gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument>
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/679.rdf" xlink:title="Refractometer" xlink:actuate="onRequest">handheld refractometer</gmx:Anchor>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>handheld refractometer</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>PI Supplied Instrument Name: handheld refractometer PI Supplied Instrument Description:Actual CO2 levels were determined biweekly by measuring total alkalinity (AT; Murray and Baumann, 2018) in 300 mL samples of filtered seawater (10 µm) taken from each tank. Salinity was measured concurrently using a handheld refractometer.  Instrument Name: Refractometer Instrument Short Name:Refractometer   Instrument Description: A refractometer is a laboratory or field device for the measurement of an index of refraction (refractometry). The index of refraction is calculated from Snell's law and can be calculated from the composition of the material using the Gladstone-Dale relation.

In optics the refractive index (or index of refraction) n of a substance (optical medium) is a dimensionless number that describes how light, or any other radiation, propagates through that medium.</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument>
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/716403.rdf" xlink:title="Seine Net" xlink:actuate="onRequest">beach seine (30 × 2m)</gmx:Anchor>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>beach seine (30 × 2m)</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>PI Supplied Instrument Name: beach seine (30 × 2m) PI Supplied Instrument Description:Fish were captured using a beach seine (30 × 2m) and were transported to the University of Connecticut’s Rankin Seawater Laboratory, separated by sex, and held at 20°C in 80-l aerated tanks. Instrument Name: Seine Net Instrument Short Name:   Instrument Description: A seine net is a very long net, with or without a bag in the centre, which is set either from the shore or from a boat for surrounding a certain area and is operated with two (long) ropes fixed to its ends (for hauling and herding the fish).

Seine nets are operated both in inland and in marine waters. The surrounded and catching area depends on the length of the seine and of the hauling lines.

(definition from: fao.org)</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument>
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/682.rdf" xlink:title="Titrator" xlink:actuate="onRequest">G20 Potentiometric Titrator</gmx:Anchor>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>G20 Potentiometric Titrator</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>PI Supplied Instrument Name: G20 Potentiometric Titrator PI Supplied Instrument Description:G20 Potentiometric Titrator (Mettler Toledo, Columbus Ohio)
Endpoint titrations (G20 Potentiometric Titrator, Mettler Toledo) were calibrated with Dr. Andrew Dickson’s certified reference material for AT in seawater (UCSD Scripps Institution of Marine Science; Dickson et al., 2003) and titration accuracy was (±1%).  Instrument Name: Titrator Instrument Short Name:Titrator   Instrument Description: Titrators are instruments that incrementally add quantified aliquots of a reagent to a sample until the end-point of a chemical reaction is reached. Community Standard Description: http://vocab.nerc.ac.uk/collection/L05/current/LAB12/</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      </gmi:MI_AcquisitionInformation>
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