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        <gco:CharacterString>Seawater carbonate chemistry, and length and survival of Menidia beryllina during experiments. Dataset Description: &amp;lt;p&amp;gt;The investigators show that the exposure of early life stages of a common estuarine fish (&amp;lt;em&amp;gt;Menidia beryllina&amp;lt;/em&amp;gt;) to CO2 concentrations expected in the world's oceans later this century caused severely reduced survival and growth rates. When compared with present-day CO2 levels (~400 ppm), exposure of&amp;lt;em&amp;gt; M. beryllina&amp;lt;/em&amp;gt; embryos to ~1,000 ppm until one week post-hatch reduced average survival and length by 74% and 18%, respectively. The egg stage was significantly more vulnerable to high CO2-induced mortality than the post-hatch larval stage.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;This dataset provides the source data to:&amp;lt;br /&amp;gt;
Baumann, Hannes; Talmage, Stephanie C; Gobler, Christopher J. 2012. Reduced early life growth and survival in a fish in direct response to increased carbon dioxide. &amp;lt;em&amp;gt;Nature Climate Change&amp;lt;/em&amp;gt;, 2, 38-41, doi:&amp;lt;a href=&amp;quot;http://doi.pangaea.de/10.1038/nclimate1291&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;10.1038/nclimate1291&amp;lt;/a&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Note: This dataset has also been contributed to Pangaea and can be found at &amp;lt;a href=&amp;quot;http://doi.pangaea.de/10.1594/PANGAEA.773850&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;http://doi.pangaea.de/10.1594/PANGAEA.773850&amp;lt;/a&amp;gt;&amp;lt;/p&amp;gt; Methods and Sampling: &amp;lt;p&amp;gt;Refer to the Methods section of:&amp;lt;br /&amp;gt;
Baumann, Hannes; Talmage, Stephanie C; Gobler, Christopher J. 2012. Reduced early life growth and survival in a fish in direct response to increased carbon dioxide. &amp;lt;em&amp;gt;Nature Climate Change&amp;lt;/em&amp;gt;, 2, 38-41, doi:&amp;lt;a href=&amp;quot;http://doi.pangaea.de/10.1038/nclimate1291&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;10.1038/nclimate1291&amp;lt;/a&amp;gt;&amp;lt;/p&amp;gt;</gco:CharacterString>
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Ocean acidification has the potential to affect a broad spectrum of marine organisms and thereby transform the composition and function of our oceans. In contrast to calcifying marine invertebrates, marine fish are widely believed to be unaffected by the CO2 concentrations projected for the future. While this may be so for juvenile and adult fish stages, the fate of fish embryos and larvae in high CO2 oceans is less certain as CO2-sensitivity data for these stages are largely unavailable. Recognizing this knowledge gap and inspired by the findings of two recent studies on clownfish and sea bass larvae (Munday et al. PNAS 107 (2010); Checkley et al. Science 324 (2009)), the investigators performed a series of experiments exposing eggs and early larvae of inland silversides (&lt;em&gt;Menidia beryllina&lt;/em&gt;) to elevated CO2 levels while strictly adhering to current &quot;best practice&quot; guidelines for ocean acidification research. At 1,000 ppm CO2, average &lt;em&gt;M. beryllina&lt;/em&gt; survival ~1wk post-hatch significantly and consistently (five experiments) declined by ~75% compared to current day CO2 levels (390 ppm), while average length of newly hatched larvae decreased by 22%. Together with prior studies, these results suggest a surprisingly high susceptibility of fish early life stages to the CO2 increases that are projected to occur this century. Given that the abundance of many fish stocks, including most commercial species, is often regulated by processes affecting early life history growth and survival, ocean acidification may impact the dynamics of future fish populations and become yet another challenge to sustainable fisheries.&lt;/p&gt;
&lt;p&gt;The investigators believe that there is now a pressing need to better understand how CO2 affects the viability of fish embryos and larvae in the ocean. This requires novel approaches involving longer-term, larger-scale experiments across multiple species. The investigators will comprehensively examine the impacts of current and future CO2 levels (400 - 1,000 ppm) during the egg and larval stages of three model fish species: Atlantic silversides (&lt;em&gt;M. menidia&lt;/em&gt;), inland silversides (&lt;em&gt;M. beryllina&lt;/em&gt;) and sheepshead minnows (&lt;em&gt;Cyprinodon variegatus&lt;/em&gt;). They will also investigate populations of the same species (&lt;em&gt;M. menidia&lt;/em&gt;) from differing latitudes. These species/populations are ecologically important due to their intermediate trophic position, have comparable life histories to commercial marine fish, offer differences in genetic growth capacity and presumed sensitivity, and are highly amenable to laboratory experimentation. Survival and growth (weight- and length-based) will be measured in experiments performed at different CO2, temperature (21, 27°C) and feeding conditions (low, ad libitum), thus permitting the affects of CO2 to be considered in parallel with thermal stress and food limitation. Quantification of feeding rates, gross growth efficiency, and oxygen consumption will characterize the physiological costs of high CO2 environments. Changes in calcification of larval fish otoliths and skeletal elements will be determined from weights and a Ca45 radiotracer approach. Finally, surviving &lt;em&gt;M. menidia&lt;/em&gt; (or &lt;em&gt;M. beryllina&lt;/em&gt;) will be reared to maturity and their offspring will be challenged with differing levels of CO2. Repeating this approach over several generations will demonstrate the extent to which CO2 resistance may evolve through natural selection. Collectively, this study will make significant advances toward understanding how ocean acidification may challenge the world's most valuable marine resource, fish.&lt;/p&gt;
&lt;p&gt;Note that PI Hannes Baumann has since moved to the University of Connecticut. See his &lt;a href=&quot;http://www.bco-dmo.org/person/528586&quot;&gt;current contact information&lt;/a&gt;.&lt;/p&gt;</gco:CharacterString>
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	Description: &lt;p&gt;Treatment type.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552125.rdf
	Name: sample_id
	Units: unitless
	Description: &lt;p&gt;Sample identification number.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552126.rdf
	Name: survival
	Units: percent (%)
	Description: &lt;p&gt;Survival rate.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552127.rdf
	Name: length
	Units: millimeters (mm)
	Description: &lt;p&gt;Length of Menidia beryllina; weighed mean.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552128.rdf
	Name: length_stddev
	Units: millimeters (mm)
	Description: &lt;p&gt;Standard deviation of length of Menidia beryllina.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552129.rdf
	Name: pH_orion
	Units: NBS scale; H+ ions in umol/l
	Description: &lt;p&gt;pH measured by Orion pH meter; in micromoles per liter.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552130.rdf
	Name: pH_orion_stddev
	Units: NBS scale; H+ ions in umol/l
	Description: &lt;p&gt;Standard deviation of pH measured by Orion pH meter.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552131.rdf
	Name: pH
	Units: NBS scale; H+ ions in umol/kg
	Description: &lt;p&gt;pH; in micromoles per kilogram.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552132.rdf
	Name: pCO2
	Units: microatmospheres (uatm)
	Description: &lt;p&gt;Partial pressure of carbon dioxide (water) at sea surface temperature (wet air); Calculated using CO2SYS (URI: &lt;a href=&quot;http://cdiac.ornl.gov/oceans/co2rprt.html&quot;&gt;http://cdiac.ornl.gov/oceans/co2rprt.html&lt;/a&gt;).&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552133.rdf
	Name: pCO2_stddev
	Units: microatmospheres (uatm)
	Description: &lt;p&gt;Standard deviation of the partial pressure of carbon dioxide (water) at sea surface temperature (wet air).&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552134.rdf
	Name: omega_Cal
	Units: unitless
	Description: &lt;p&gt;Calcite saturation state; Calculated using CO2SYS (URI: &lt;a href=&quot;http://cdiac.ornl.gov/oceans/co2rprt.html&quot;&gt;http://cdiac.ornl.gov/oceans/co2rprt.html&lt;/a&gt;).&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552135.rdf
	Name: omega_Cal_stddev
	Units: unitless
	Description: &lt;p&gt;Standard deviation of calciate saturation state.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552136.rdf
	Name: omega_Arg
	Units: unitless
	Description: &lt;p&gt;Aragonite saturation state; Calculated using CO2SYS (URI: &lt;a href=&quot;http://cdiac.ornl.gov/oceans/co2rprt.html&quot;&gt;http://cdiac.ornl.gov/oceans/co2rprt.html&lt;/a&gt;).&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552137.rdf
	Name: omega_Arg_stddev
	Units: unitless
	Description: &lt;p&gt;Standard deviation of aragonite saturation state.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552138.rdf
	Name: DIC
	Units: micromoles per liter (umol/l)
	Description: &lt;p&gt;Dissolved inorganic carbon.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552139.rdf
	Name: TIC_stddev
	Units: micromoles per liter (umol/l)
	Description: &lt;p&gt;Standard deviation of total inorganic carbon.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552140.rdf
	Name: C_tot
	Units: micromoles per kilogram (umol/kg)
	Description: &lt;p&gt;Total carbon.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552141.rdf
	Name: carbonate
	Units: micromoles per liter (umol/l)
	Description: &lt;p&gt;Carbonate ion concentration; Calculated using CO2SYS (URI: &lt;a href=&quot;http://cdiac.ornl.gov/oceans/co2rprt.html&quot;&gt;http://cdiac.ornl.gov/oceans/co2rprt.html&lt;/a&gt;).&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552142.rdf
	Name: carbonate_stddev
	Units: micromoles per liter (umol/l)
	Description: &lt;p&gt;Standard deviation of carbonate ion concentration.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552143.rdf
	Name: TALK_mmol
	Units: millimoles per liter (mmol(eq)/l)
	Description: &lt;p&gt;Total alkalinity; Calculated using CO2SYS (URI: &lt;a href=&quot;http://cdiac.ornl.gov/oceans/co2rprt.html&quot;&gt;http://cdiac.ornl.gov/oceans/co2rprt.html&lt;/a&gt;).&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552144.rdf
	Name: TALK_mmol_stddev
	Units: millimoles per liter (mmol(eq)/l)
	Description: &lt;p&gt;Standard deviation of total alkalinity (TALK_mmol).&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/552145.rdf
	Name: TALK_umol
	Units: micromoles per kilogram (umol/kg)
	Description: &lt;p&gt;Total alkalinity; Calculated using CO2SYS (URI: &lt;a href=&quot;http://cdiac.ornl.gov/oceans/co2rprt.html&quot;&gt;http://cdiac.ornl.gov/oceans/co2rprt.html&lt;/a&gt;) from mean pH and DIC.&lt;/p&gt; 
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