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            <gco:CharacterString>Cite this dataset as: Dam, H. G., Baumann, H., Finiguerra, M., Pespeni, M., Brennan, R. (2024) Population fitness measurements collected for Acartia tonsa during multigenerational exposure to ocean warming (OW), ocean acidification (OA), and combined ocean warming and acidification (OWA). Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2024-03-28 [if applicable, indicate subset used]. doi:10.26008/1912/bco-dmo.923908.1 [access date]</gco:CharacterString>
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        <gco:CharacterString>Ocean warming &amp;amp; acidification experiment: Acartia tonsa population fitness Dataset Description:  Methods and Sampling: &amp;lt;p&amp;gt;Copepods were collected in June of 2016 from Esker Point Beach in Groton, Connecticut, USA (41.320725°N, 72.001643°W) and raised for at least three generations as stock cultures prior to the start of transgenerational experiments to limit maternal effects (Falconer, 1989. &amp;lt;em&amp;gt;Introduction to Quantitative Genetics&amp;lt;/em&amp;gt;). Stock cultures were split evenly into eight groups of 160 females and 80 males. Four of these eight groups were acclimatized to high temperature at 1 degree Celsius per day and used to seed the two high temperature treatments (OW and OWA). The other four groups remained at ambient temperature and were used to seed the ambient and acidification treatments. After temperature acclimatization, groups of stock cultures seeded the parental (F0) individuals for two days. Stock culture groups yielded an average of 7,173 eggs per group to produce approximately 57,000 parental (F0) eggs. Resulting parental eggs and N1 nauplii were acclimated to one of four experimental treatments over the entire F0 generation. The four lines of the copepods were established with four replicates of each condition. The target (actual ± standard deviation) conditions were: ambient temperature = 18 degrees Celsius (°C) (18 ± 0.34, N = 330), ambient pCO2 = 400 μatm (379 ± 36, N = 18; pH = 8.26 ± 0.1, N = 330); high temperature = 22°C (22 ± 0.81, N = 336), and high pCO2 = 2000 µatm (2301 ± 215, N = 18; pH = 7.55 ± 0.08, N = 330). Copepods were fed every 48-72 hours at food-replete concentrations (≥800 micrograms (μg) Carbon per liter (L)) consisting of equal proportions of the phytoplankters &amp;lt;em&amp;gt;Tetraselmis&amp;lt;/em&amp;gt; sp., &amp;lt;em&amp;gt;Rhodomonas&amp;lt;/em&amp;gt; sp., and &amp;lt;em&amp;gt;Thalassiosira weissflogii&amp;lt;/em&amp;gt;, deliberately raised under ambient conditions for the entire length of the experiment to avoid confounding effects of possible changes in food quality due to the different temperature and CO2 among treatments.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The population net reproductive rate, λ, was calculated as the dominant eigenvalue of an assembled projected age-structured Leslie matrix constructed from survival and fecundity data (Caswell, H. 2001. &amp;lt;em&amp;gt;Matrix Population Models: Construction, Analysis, and Interpretation&amp;lt;/em&amp;gt;). Briefly, day-specific probabilities of survival are calculated from day-specific survival as Px = l&amp;lt;sub&amp;gt;x&amp;lt;/sub&amp;gt; /(l&amp;lt;sub&amp;gt;x&amp;lt;/sub&amp;gt;−1) where l&amp;lt;sub&amp;gt;x&amp;lt;/sub&amp;gt; represents the proportion of individuals on day &amp;lt;em&amp;gt;x&amp;lt;/em&amp;gt; and l&amp;lt;sub&amp;gt;x&amp;lt;/sub&amp;gt; - 1 represents the proportion of individuals on day &amp;lt;em&amp;gt;x − 1&amp;lt;/em&amp;gt;. Probabilities of survival on day 1 are assumed to be 100%, or a value of 1.0. EPR was calculated as (E&amp;lt;sub&amp;gt;u&amp;lt;/sub&amp;gt;+E&amp;lt;sub&amp;gt;h&amp;lt;/sub&amp;gt;)/t where E&amp;lt;sub&amp;gt;u &amp;lt;/sub&amp;gt;represents unhatched eggs, E&amp;lt;sub&amp;gt;h&amp;lt;/sub&amp;gt; represents hatched eggs (nauplii) and t represents egg-laying time. HS was calculated as E&amp;lt;sub&amp;gt;h&amp;lt;/sub&amp;gt;/(E&amp;lt;sub&amp;gt;u&amp;lt;/sub&amp;gt;+E&amp;lt;sub&amp;gt;h&amp;lt;/sub&amp;gt;). Fecundity rates equal the product of EPR and HS. Because only females produce offspring, total fecundity rates must be scaled to the sex ratio (proportion of females to males). To account for differences in individual development time for each treatment, fecundity rates are assigned to all days after the first matured adult is observed. We assume that surviving individuals represented by the survival experiments are equally as likely to experience any of the fecundity values observed in EPR experiments. Therefore, each mate-pair fecundity rate was paired with each survival beaker to construct a matrix. This yields a maximum of 120 matrices per treatment per generation (3 survival beakers × 4 replicate cultures × 10 mate pairs). Relative measures of each value are calculated as the trait value divided by the mean value of that trait. Standardized measures of each value are calculated as the trait value minus the mean trait value and divided by the standard deviation. The target (actual ± standard deviation) conditions were as follows: ambient (AM) temperature = 18 °C (18 ± 0.34, N = 330), AM pCO2= 400 μatm (379 ± 36, N = 18; pH = 8.26 ± 0.1, N = 330); high temperature = 22 °C (22 ± 0.81, N = 336); and high pCO2= 2,000 µatm (2,301 ± 215, N = 18; pH = 7.55 ± 0.08, N = 330). AM target levels represented extant conditions for this species in northeast Atlantic estuaries. Full methods can be found in Dam, et al. 2021 Nature Climate Change. doi: 1&amp;lt;a href=&amp;quot;http://dx.doi.org/0.1038/s41558-021-01131-5&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;0.1038/s41558-021-01131-5&amp;lt;/a&amp;gt;.&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/706022.rdf" xlink:title="OCE-1559075" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1559075 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1559075</gmx:Anchor>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/706029.rdf" xlink:title="OCE-1559180" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1559180 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1559180</gmx:Anchor>
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http://lod.bco-dmo.org/id/dataset-parameter/923942.rdf
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	Description: &lt;p&gt;The standardized sex ratio (proportion of females to males)&lt;/p&gt; 
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                <gco:CharacterString>&amp;lt;p&amp;gt;Copepods were collected in June of 2016 from Esker Point Beach in Groton, Connecticut, USA (41.320725°N, 72.001643°W) and raised for at least three generations as stock cultures prior to the start of transgenerational experiments to limit maternal effects (Falconer, 1989. &amp;lt;em&amp;gt;Introduction to Quantitative Genetics&amp;lt;/em&amp;gt;). Stock cultures were split evenly into eight groups of 160 females and 80 males. Four of these eight groups were acclimatized to high temperature at 1 degree Celsius per day and used to seed the two high temperature treatments (OW and OWA). The other four groups remained at ambient temperature and were used to seed the ambient and acidification treatments. After temperature acclimatization, groups of stock cultures seeded the parental (F0) individuals for two days. Stock culture groups yielded an average of 7,173 eggs per group to produce approximately 57,000 parental (F0) eggs. Resulting parental eggs and N1 nauplii were acclimated to one of four experimental treatments over the entire F0 generation. The four lines of the copepods were established with four replicates of each condition. The target (actual ± standard deviation) conditions were: ambient temperature = 18 degrees Celsius (°C) (18 ± 0.34, N = 330), ambient pCO2 = 400 μatm (379 ± 36, N = 18; pH = 8.26 ± 0.1, N = 330); high temperature = 22°C (22 ± 0.81, N = 336), and high pCO2 = 2000 µatm (2301 ± 215, N = 18; pH = 7.55 ± 0.08, N = 330). Copepods were fed every 48-72 hours at food-replete concentrations (≥800 micrograms (μg) Carbon per liter (L)) consisting of equal proportions of the phytoplankters &amp;lt;em&amp;gt;Tetraselmis&amp;lt;/em&amp;gt; sp., &amp;lt;em&amp;gt;Rhodomonas&amp;lt;/em&amp;gt; sp., and &amp;lt;em&amp;gt;Thalassiosira weissflogii&amp;lt;/em&amp;gt;, deliberately raised under ambient conditions for the entire length of the experiment to avoid confounding effects of possible changes in food quality due to the different temperature and CO2 among treatments.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The population net reproductive rate, λ, was calculated as the dominant eigenvalue of an assembled projected age-structured Leslie matrix constructed from survival and fecundity data (Caswell, H. 2001. &amp;lt;em&amp;gt;Matrix Population Models: Construction, Analysis, and Interpretation&amp;lt;/em&amp;gt;). Briefly, day-specific probabilities of survival are calculated from day-specific survival as Px = l&amp;lt;sub&amp;gt;x&amp;lt;/sub&amp;gt; /(l&amp;lt;sub&amp;gt;x&amp;lt;/sub&amp;gt;−1) where l&amp;lt;sub&amp;gt;x&amp;lt;/sub&amp;gt; represents the proportion of individuals on day &amp;lt;em&amp;gt;x&amp;lt;/em&amp;gt; and l&amp;lt;sub&amp;gt;x&amp;lt;/sub&amp;gt; - 1 represents the proportion of individuals on day &amp;lt;em&amp;gt;x − 1&amp;lt;/em&amp;gt;. Probabilities of survival on day 1 are assumed to be 100%, or a value of 1.0. EPR was calculated as (E&amp;lt;sub&amp;gt;u&amp;lt;/sub&amp;gt;+E&amp;lt;sub&amp;gt;h&amp;lt;/sub&amp;gt;)/t where E&amp;lt;sub&amp;gt;u &amp;lt;/sub&amp;gt;represents unhatched eggs, E&amp;lt;sub&amp;gt;h&amp;lt;/sub&amp;gt; represents hatched eggs (nauplii) and t represents egg-laying time. HS was calculated as E&amp;lt;sub&amp;gt;h&amp;lt;/sub&amp;gt;/(E&amp;lt;sub&amp;gt;u&amp;lt;/sub&amp;gt;+E&amp;lt;sub&amp;gt;h&amp;lt;/sub&amp;gt;). Fecundity rates equal the product of EPR and HS. Because only females produce offspring, total fecundity rates must be scaled to the sex ratio (proportion of females to males). To account for differences in individual development time for each treatment, fecundity rates are assigned to all days after the first matured adult is observed. We assume that surviving individuals represented by the survival experiments are equally as likely to experience any of the fecundity values observed in EPR experiments. Therefore, each mate-pair fecundity rate was paired with each survival beaker to construct a matrix. This yields a maximum of 120 matrices per treatment per generation (3 survival beakers × 4 replicate cultures × 10 mate pairs). Relative measures of each value are calculated as the trait value divided by the mean value of that trait. Standardized measures of each value are calculated as the trait value minus the mean trait value and divided by the standard deviation. The target (actual ± standard deviation) conditions were as follows: ambient (AM) temperature = 18 °C (18 ± 0.34, N = 330), AM pCO2= 400 μatm (379 ± 36, N = 18; pH = 8.26 ± 0.1, N = 330); high temperature = 22 °C (22 ± 0.81, N = 336); and high pCO2= 2,000 µatm (2,301 ± 215, N = 18; pH = 7.55 ± 0.08, N = 330). AM target levels represented extant conditions for this species in northeast Atlantic estuaries. Full methods can be found in Dam, et al. 2021 Nature Climate Change. doi: 1&amp;lt;a href=&amp;quot;http://dx.doi.org/0.1038/s41558-021-01131-5&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;0.1038/s41558-021-01131-5&amp;lt;/a&amp;gt;.&amp;lt;/p&amp;gt;</gco:CharacterString>
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    <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/affiliation/191.rdf" xlink:actuate="onRequest">Biological and Chemical Oceanography Data Management Office (BCO-DMO)</gmx:Anchor>
  </gmd:organisationName>
  <gmd:contactInfo>
    <gmd:CI_Contact>
		  <gmd:phone>
		    <gmd:CI_Telephone>
				  <gmd:voice>
				    <gco:CharacterString>Unavailable</gco:CharacterString>
				  </gmd:voice>
				  <gmd:facsimile>
				    <gco:CharacterString>508-289-2009</gco:CharacterString>
				  </gmd:facsimile>
				</gmd:CI_Telephone>
		  </gmd:phone>
		  <gmd:address>
		    <gmd:CI_Address>
				  <gmd:deliveryPoint>
				    <gco:CharacterString>WHOI MS#36</gco:CharacterString>
				  </gmd:deliveryPoint>
				  <gmd:city>
				    <gco:CharacterString>Woods Hole</gco:CharacterString>
				  </gmd:city>
				  <gmd:administrativeArea>
				    <gco:CharacterString>MA</gco:CharacterString>
				  </gmd:administrativeArea>
				  <gmd:postalCode>
				    <gco:CharacterString>02543</gco:CharacterString>
				  </gmd:postalCode>
				  <gmd:country>
				    <gco:CharacterString>USA</gco:CharacterString>
				  </gmd:country>
				  <gmd:electronicMailAddress>
				    <gco:CharacterString>info@bco-dmo.org</gco:CharacterString>
				  </gmd:electronicMailAddress>
		    </gmd:CI_Address>
		  </gmd:address>
      <gmd:onlineResource>
          <gmd:CI_OnlineResource>
            <gmd:linkage>
              <gmd:URL>http://www.bco-dmo.org</gmd:URL>
            </gmd:linkage>
          </gmd:CI_OnlineResource>
        </gmd:onlineResource>
		  <gmd:hoursOfService>
        <gco:CharacterString>Monday - Friday 8:00am - 5:00pm</gco:CharacterString>
      </gmd:hoursOfService>
		  <gmd:contactInstructions>
		    <gco:CharacterString>For questions regarding this resource, please contact BCO-DMO via the email address provided.</gco:CharacterString>
		  </gmd:contactInstructions>
		</gmd:CI_Contact>
  </gmd:contactInfo>
  <gmd:role>
    <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="pointOfContact"  codeSpace="007">pointOfContact</gmd:CI_RoleCode>
  </gmd:role>
</gmd:CI_ResponsibleParty>
      </gmd:contact>
    </gmd:MD_MaintenanceInformation>
  </gmd:metadataMaintenance>
  <gmi:acquisitionInformation>
    <gmi:MI_AcquisitionInformation>
    <gmi:instrument gco:nilReason="unknown"/></gmi:MI_AcquisitionInformation>
  </gmi:acquisitionInformation>
</gmi:MI_Metadata>
