<?xml version="1.0" encoding="UTF-8"?><!--*** Generated from internal PANGAEA metadata schema by dif.xslt ***--><DIF xsi:schemaLocation="http://gcmd.gsfc.nasa.gov/Aboutus/xml/dif/ http://gcmd.gsfc.nasa.gov/Aboutus/xml/dif/dif_v9.4.xsd" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://gcmd.gsfc.nasa.gov/Aboutus/xml/dif/">
<Entry_ID>PANGAEA_995496</Entry_ID>
<Entry_Title>Seawater carbonate chemistry and data collected from laboratory experiments on the tolerance of egg and yolk-sac larval yellowfin sole (Limanda aspera) to ocean warming and acidification</Entry_Title>
<Data_Set_Citation>
<Dataset_Creator>Slesinger, Emily; Tyler, Erin F; Mundorff, Samantha; Youn, Kathryn R; Edmondson, Leo; Hurst, Thomas P</Dataset_Creator>
<Dataset_Title>Seawater carbonate chemistry and data collected from laboratory experiments on the tolerance of egg and yolk-sac larval yellowfin sole (Limanda aspera) to ocean warming and acidification</Dataset_Title>
<Dataset_Release_Date>2026-06-17</Dataset_Release_Date>
<Dataset_Publisher>PANGAEA</Dataset_Publisher>
<Data_Presentation_Form>Dataset</Data_Presentation_Form>
<Online_Resource>https://doi.pangaea.de/10.1594/PANGAEA.995496</Online_Resource>
</Data_Set_Citation>
<Personnel>
<Role>Investigator</Role>
<First_Name>Emily</First_Name>
<Last_Name>Slesinger</Last_Name>
<Email>emily.slesinger@noaa.gov</Email>
</Personnel>
<Personnel>
<Role>Investigator</Role>
<First_Name>Yan</First_Name>
<Last_Name>Yang</Last_Name>
<Email>yangyan@xmu.edu.cn</Email>
</Personnel>
<Discipline>
<Discipline_Name>Earth Science</Discipline_Name>
</Discipline>
<Parameters>
<Detailed_Variable>Type of study</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Species, unique identification</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Species, unique identification (Semantic URI)</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Species, unique identification (URI)</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Identification</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Treatment: temperature</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Treatment</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Stage</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Temperature, water</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Partial pressure of carbon dioxide (water) at sea surface temperature (wet air)</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Citrate synthase activity, unit per protein mass</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>b-hydroxyacyl-CoA dehydrogenase activity, unit per protein mass</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Lactate dehydrogenase activity, unit per protein mass</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Degree days</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Fish, standard length</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Fish, standard length, standard deviation</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Myotome height</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Myotome height, standard deviation</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Dry mass</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Dry mass, standard deviation</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Yolk area</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Yolk area, standard deviation</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Growth rate</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Yolk absorption rate</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Daily mortality rate</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Batch</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Oxygen consumption per individual</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Salinity</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Salinity, standard deviation</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Oxygen</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Oxygen, standard deviation</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Temperature, water, standard deviation</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Carbon, inorganic, dissolved</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Carbon, inorganic, dissolved, standard deviation</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Alkalinity, total</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Alkalinity, total, standard deviation</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>pH, total scale</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>pH, standard deviation</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Partial pressure of carbon dioxide, standard deviation</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Carbonate system computation flag</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Carbon dioxide</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Carbon dioxide, standard deviation</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Fugacity of carbon dioxide (water) at sea surface temperature (wet air)</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Fugacity of carbon dioxide in seawater, standard deviation</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Bicarbonate ion</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Bicarbonate ion, standard deviation</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Carbonate ion</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Carbonate ion, standard deviation</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Aragonite saturation state</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Aragonite saturation state, standard deviation</Detailed_Variable>
</Parameters>
<Parameters>
<Detailed_Variable>Calcite saturation state</Detailed_Variable>
</Parameters>
<ISO_Topic_Category>geoscientificInformation</ISO_Topic_Category>
<Keyword>Animalia</Keyword>
<Keyword>Chordata</Keyword>
<Keyword>Coast and continental shelf</Keyword>
<Keyword>Containers and aquaria (20-1000 L or &lt; 1 m**2)</Keyword>
<Keyword>Growth/Morphology</Keyword>
<Keyword>Laboratory experiment</Keyword>
<Keyword>Limanda aspera</Keyword>
<Keyword>Mortality/Survival</Keyword>
<Keyword>Nekton</Keyword>
<Keyword>North Pacific</Keyword>
<Keyword>Ocean acidification</Keyword>
<Keyword>Other metabolic rates</Keyword>
<Keyword>Pelagos</Keyword>
<Keyword>Reproduction</Keyword>
<Keyword>Respiration</Keyword>
<Keyword>Single species</Keyword>
<Keyword>Temperate</Keyword>
<Keyword>Temperature</Keyword>
<Sensor_Name>
<Long_Name>Calculated using seacarb after Nisumaa et al. (2010)</Long_Name>
</Sensor_Name>
<Sensor_Name>
<Long_Name>Calculated using seacarb after Orr et al. (2018)</Long_Name>
</Sensor_Name>
<Data_Set_Progress>Complete</Data_Set_Progress>
<Project>
<Short_Name>OA-ICC</Short_Name>
<Long_Name>Ocean Acidification International Coordination Centre</Long_Name>
</Project>
<Access_Constraints>unrestricted</Access_Constraints>
<Use_Constraints>CC-BY-4.0: Creative Commons Attribution 4.0 International</Use_Constraints>
<Data_Set_Language>English</Data_Set_Language>
<Data_Center>
<Data_Center_Name>
<Short_Name>PANGAEA</Short_Name>
<Long_Name>Data Publisher for Earth &amp; Environmental Science</Long_Name>
</Data_Center_Name>
<Data_Center_URL>https://www.pangaea.de/</Data_Center_URL>
<Personnel>
<Role>Data Center Contact</Role>
<First_Name>Michael</First_Name>
<Last_Name>Diepenbroek</Last_Name>
<Email>info@pangaea.de</Email>
<Contact_Address>
<Address>Leobener Str.</Address>
<City>Bremen</City>
<Province_or_State>Bremen</Province_or_State>
<Postal_Code>28359</Postal_Code>
<Country>Germany</Country>
</Contact_Address>
</Personnel>
</Data_Center>
<Distribution>
<Distribution_Media>online</Distribution_Media>
<Distribution_Size>25413 data points</Distribution_Size>
<Distribution_Format>text/tab-separated-values</Distribution_Format>
</Distribution>
<Reference>Slesinger, Emily; Tyler, Erin F; Mundorff, Samantha; Youn, Kathryn R; Edmondson, Leo; Hurst, Thomas P (2026): Tolerance of Egg and Yolk‐Sac Larval Yellowfin Sole ( Limanda aspera ) to Ocean Warming and Acidification. Fisheries Oceanography, 35(4), 599-619, https://doi.org/10.1111/fog.70040</Reference>
<Reference>Slesinger, Emily; Tyler, Erin F; Mundorff, Samantha; Youn, Kathryn R; Edmondson, Leo; Hurst, Thomas P (2026): Data collected from laboratory experiments on the tolerance of egg and yolk-sac larval yellowfin sole (Limanda aspera) to ocean warming and acidification from 2022-07-01 to 2024-08-31 (NCEI Accession 0313059) [dataset]. NOAA National Centers for Environmental Information, https://doi.org/10.25921/CVEC-SA43</Reference>
<Reference>Nisumaa, Anne-Marin; Pesant, Stephane; Bellerby, Richard G J; Delille, Bruno; Middelburg, Jack J; Orr, James C; Riebesell, Ulf; Tyrrell, Toby; Wolf-Gladrow, Dieter A; Gattuso, Jean-Pierre (2010): EPOCA/EUR-OCEANS data compilation on the biological and biogeochemical responses to ocean acidification. Earth System Science Data, 2(2), 167-175, https://doi.org/10.5194/essd-2-167-2010</Reference>
<Reference>Yang, Yan; Brockmann, Patrick; Galdino, Carolina; Schindler, Uwe; Gazeau, Frédéric (2024): An update of data compilation on the biological response to ocean acidification and overview of the OA-ICC data portal. Earth System Science Data, 16(8), 3771-3780, https://doi.org/10.5194/essd-16-3771-2024</Reference>
<Reference>Yang, Yan; Hansson, L; Gattuso, Jean-Pierre (2016): Data compilation on the biological response to ocean acidification: an update. Earth System Science Data, 8(1), 79-87, https://doi.org/10.5194/essd-8-79-2016</Reference>
<Reference>Gattuso, Jean-Pierre; Epitalon, Jean-Marie; Lavigne, Héloïse; Orr, James; Gentili, Bernard; Hagens, Mathilde; Hofmann, Andreas; Mueller, Jens-Daniel; Proye, Aurélien; Rae, James; Soetaert, Karline (2024): seacarb: seawater carbonate chemistry with R. R package version 3.3.3. https://cran.r-project.org/web/packages/seacarb/index.html</Reference>
<Summary>This dataset contains laboratory experiment data that were collected to investigate the tolerance of egg and yolk-sac larval yellowfin sole (Limanda aspera) to ocean warming and acidification. Across four independent trials, yellowfin sole embryos and larvae were incubated at one of six experimental treatments spanning three temperatures (9, 12, 15°C) and two pCO2 target levels (low; high), and a range of organismal and physiological responses were measured. Embryonic daily mortality rates and metabolic rates increased with increasing temperature but were not affected by ocean acidification. At hatch and at yolk absorption, morphometric measurements (length, dry weight, myotome height, yolk area) were temperature-sensitive, but the response differed across the four trials. There was a consistent increase in length-based growth and yolk absorption rates with increasing temperature across trials. All morphometric and rate-based measurements were not affected by ocean acidification. Yellowfin sole metabolic enzyme activities were measured at yolk absorption. Lactate dehydrogenase (anaerobic metabolism) and β-hydroxyacyl CoA dehydrogenase (fatty acid metabolism) both increased with increasing temperature, indicating elevated energy demand. Citrate synthase (aerobic metabolism) declined with increasing pCO2 levels, indicating potential metabolic suppression. Overall, embryonic and larval yellowfin sole demonstrated relatively high tolerance to ocean warming and acidification.
This dataset is included in the OA-ICC data compilation maintained in the framework of the IAEA Ocean Acidification International Coordination Centre (see https://oa-icc.ipsl.fr). Original data were downloaded from NOAA National Centers for Environmental Information (see Source) by the OA-ICC data curator. In order to allow full comparability with other ocean acidification data sets, the R package seacarb (Gattuso et al, 2024) was used to compute a complete and consistent set of carbonate system variables, as described by Nisumaa et al. (2010). In this dataset the original values were archived in addition with the recalculated parameters (see related PI). The date of carbonate chemistry calculation by seacarb is 2026-06-16. ** For all details see the full metadata description at "https://doi.pangaea.de/10.1594/PANGAEA.995496"!</Summary>
<Related_URL>
<URL>http://mel.xmu.edu.cn/en/</URL>
</Related_URL>
<Related_URL>
<URL>https://cran.r-project.org/web/packages/seacarb/index.html</URL>
<Description>seacarb: seawater carbonate chemistry with R. R package version 3.3.3</Description>
</Related_URL>
<Related_URL>
<URL>https://doi.org/10.1111/fog.70040</URL>
<Description>Tolerance of Egg and Yolk‐Sac Larval Yellowfin Sole ( Limanda aspera ) to Ocean Warming and Acidification</Description>
</Related_URL>
<Related_URL>
<URL>https://doi.org/10.25921/CVEC-SA43</URL>
<Description>Data collected from laboratory experiments on the tolerance of egg and yolk-sac larval yellowfin sole (Limanda aspera) to ocean warming and acidification from 2022-07-01 to 2024-08-31 (NCEI Accession 0313059)</Description>
</Related_URL>
<Related_URL>
<URL>https://doi.org/10.5194/essd-16-3771-2024</URL>
<Description>An update of data compilation on the biological response to ocean acidification and overview of the OA-ICC data portal</Description>
</Related_URL>
<Related_URL>
<URL>https://doi.org/10.5194/essd-2-167-2010</URL>
<Description>Calculated using seacarb after Nisumaa et al. (2010)</Description>
</Related_URL>
<Related_URL>
<URL>https://doi.org/10.5194/essd-2-167-2010</URL>
<Description>EPOCA/EUR-OCEANS data compilation on the biological and biogeochemical responses to ocean acidification</Description>
</Related_URL>
<Related_URL>
<URL>https://doi.org/10.5194/essd-8-79-2016</URL>
<Description>Data compilation on the biological response to ocean acidification: an update</Description>
</Related_URL>
<Related_URL>
<URL>https://en.wikipedia.org/wiki/Fish_measurement</URL>
<Description>Fish, standard length</Description>
</Related_URL>
<Related_URL>
<URL>https://www.iaea.org/services/oa-icc/science-and-collaboration/data-access-and-management</URL>
<Description>OA-ICC</Description>
</Related_URL>
<Related_URL>
<URL>https://www.sciencedirect.com/science/article/pii/S030442031830149X?via%3Dihub</URL>
<Description>Calculated using seacarb after Orr et al. (2018)</Description>
</Related_URL>
<Metadata_Name>DIF</Metadata_Name>
<Metadata_Version>9.4</Metadata_Version>
<DIF_Creation_Date>2026-06-17</DIF_Creation_Date>
<Last_DIF_Revision_Date>2026-07-16</Last_DIF_Revision_Date>
</DIF>
