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            <gco:CharacterString>Cite this dataset as: Malca, E., Laiz Carrion, R., Quintanilla, J. M., Borrego Santos, R., Johnstone, C., Perez, T., Landry, M. R. (2026) Biometrics, identifications, and isotopic values of larval fish and isotopic values of zooplankton from samples collected on R/V Roger Revelle cruise RR2201 (BLOOFINZ-IO) in Argo Basin region off Northwest Australia from January to March 2022. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2026-04-09 [if applicable, indicate subset used]. doi:10.26008/1912/bco-dmo.994461.1 [access date]</gco:CharacterString>
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        <gco:CharacterString>Tuna isotopes and biometrics Dataset Description:  Methods and Sampling: &amp;lt;p&amp;gt;Larval tuna were collected in 2022 during BLOOFINZ-IO cruise RR2201 aboard R/V Roger Revelle (Landry et al., 2024). Plankton nets (Bongo-90 with 500-micrometer (μm) mesh) were utilized for ichthyoplankton sampling and the procedure was described in Malca et al., 2025. Larvae were identified at sea utilizing morphological, meristic, and pigmentation characteristics (Nishikawa, 1985; Nishikawa and Rimmer 1987). A subset of tuna larvae were identified and preserved at -80 degrees Celsius (°C) at sea and were processed for morphometrics, genetics, SIA, and aging in the IEO-CSIC laboratories in Malaga, Spain. Shipboard identifications were confirmed using: i) a multiplex PCR to distinguish SBT (&amp;lt;em&amp;gt;Thunnus maccoyii&amp;lt;/em&amp;gt;) from yellowfin (&amp;lt;em&amp;gt;T. albacares&amp;lt;/em&amp;gt;), albacore (&amp;lt;em&amp;gt;T. alalunga&amp;lt;/em&amp;gt;), bigeye (&amp;lt;em&amp;gt;T. obesus&amp;lt;/em&amp;gt;), and skipjack (&amp;lt;em&amp;gt;K. pelamis&amp;lt;/em&amp;gt;) tunas (see Malca et al., 2025); ii) mitochondrial cytochrome c oxidase subunit I (COI), and iii) high-resolution melting (HRM) techniques (Malca et al., 2025).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Coupled to the Bongo-90 net system, a Bongo-25 (25-centimeter (cm) diameter) plankton net was fitted with 200 and 55 μm mesh nets to simultaneously target meso- and micro-zooplankton, respectively. A mechanical flowmeter (2030, General Oceanics) was placed in the center of all plankton nets to calculate the volume of water filtered (cubic meters) by each net. Plankton samples from the 200-μm net (hereafter meso-zooplankton) were divided into two aliquots using a Folsom plankton splitter, with half preserved in 95% ethanol and the other half frozen at −80°C. Microzooplankton (samples from 55-μm mesh net) were first poured through a 200-μm mesh sieve to remove larger zooplankton and debris, then filtered onto 55-μm mesh and frozen at −80°C (Laiz-Carrión et al., 2015). Each meso- and micro-zooplankton sample was freeze-dried for 48 hours at −20°C, and weighed to the nearest 1 microgram (μg). Dry weight (DW) biomass values were standardized to milligrams per cubic meter (mg m−3) using the volume filtered by the plankton nets.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Laboratory analysis at the Málaga Oceanographic Center (IEO-CSIC) was conducted by first measuring standard length (SL, mm) with Image J 1.44a software (USA National Institute of Health) and DW (mg, nearest 1 μg) after freeze-drying for 24 hours. Larvae were classified as preflexion and postflexion based on the degree of notochord flexion observed on a digitized and calibrated image of each larva (Kendall et al., 1984). Next, otoliths were removed and age estimations were conducted following the protocols described by Malca et al., 2023. Natural abundances of N (δ15N) and C (δ13C) were measured using an isotope-ratio spectrometer (Thermo-Finnigan Delta-plus) coupled to an elemental analyzer (FlashEA1112, Thermo-Finnigan) at the Instrumental Unit of Analysis of the University of A Coruña. Ratios of 15N/14N and 12C/13C were expressed in conventional delta notation (δ), relative to the international standard, Atmospheric Air (N2), and Pee-Dee Belemnite (PDB), respectively, using acetanilide as standard. The analysis precisions for δ15N and δ13C were 0.11‰ and 0.14‰, respectively, based on the standard deviation of internal references (repeatability of duplicates).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Additional details regarding the survey (RR2201 cruise) can be found in the cruise report found in the link: &amp;lt;a href=&amp;quot;http://hdl.handle.net/1834/43464&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;http://hdl.handle.net/1834/43464&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/907812.rdf" xlink:title="OCE-1851395" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1851395 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1851395</gmx:Anchor>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/994604.rdf" xlink:title="PID2021/122862NB/100 UE-FEDER" xlink:actuate="onRequest">Funding provided by Ministry of Science, Innovation and Universities (MICINN) Award Number: PID2021/122862NB/100 UE-FEDER</gmx:Anchor>
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IIOE-2 activities will also include a significant focus on building the capacity of all nations around the Indian Ocean to understand and apply observational data or research outputs for their own socio-economic requirements and decisions. IIOE-2 capacity building programs will therefore be focused on the translation of the science and information outputs for societal benefit and training of relevant individuals from surrounding nations in these areas.
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                            <gco:CharacterString>&lt;p&gt;&lt;em&gt;NSF Award Abstract:&lt;/em&gt;&lt;br /&gt;
The small area between NW Australia and Indonesia in the eastern Indian Ocean (IO) is the only known spawning ground of Southern Bluefin Tuna (SBT), a critically endangered top marine predator. Adult SBT migrate thousands of miles each year from high latitude feeding areas to lay their eggs in these tropical waters, where food concentrations on average are below levels that can support optimal feeding and growth of their larvae. Many critical aspects of this habitat are poorly known, such as the main source of nitrogen nutrient that sustains system productivity, how the planktonic food web operates to produce the unusual types of zooplankton prey that tuna larvae prefer, and how environmental differences in habitat quality associated with ocean fronts and eddies might be utilized by adult spawning tuna to give their larvae a greater chance for rapid growth and survival success. This project investigates these questions on a 38-day expedition in early 2021, during the peak time of SBT spawning. This project is a US contribution to the 2nd International Indian Ocean Expedition (IIOE-2) that advances understanding of biogeochemical and ecological dynamics in the poorly studied eastern IO. This is the first detailed study of nitrogen and carbon cycling in the region linking Pacific and IO waters. The shared dietary preferences of SBT larvae with those of other large tuna and billfish species may also make the insights gained broadly applicable to understanding larval recruitment issues for top consumers in other marine ecosystems. New information from the study will enhance international management efforts for SBT. The shared larval dietary preferences of large tuna and billfish species may also extend the insights gained broadly to many other marine top consumers, including Atlantic bluefin tuna that spawn in US waters of the Gulf of Mexico. The end-to-end study approach, highlights connections among physical environmental variability, biogeochemistry, and plankton food webs leading to charismatic and economically valuable fish production, is the theme for developing educational tools and modules through the &quot;scientists-in-the-schools&quot; program of the Center for Ocean-Atmospheric Prediction Studies at Florida State University, through a program for enhancing STEM learning pathways for underrepresented students in Hawaii, and through public outreach products for display at the Birch Aquarium in San Diego. The study also aims to support an immersive field experience to introduce talented high school students to marine research, with the goal of developing a sustainable marine-related educational program for underrepresented students in rural northwestern Florida.&lt;/p&gt;
&lt;p&gt;Southern Bluefin Tuna (SBT) migrate long distances from high-latitude feeding grounds to spawn exclusively in a small oligotrophic area of the tropical eastern Indian Ocean (IO) that is rich in mesoscale structures, driven by complex currents and seasonally reversing monsoonal winds. To survive, SBT larvae must feed and grow rapidly under environmental conditions that challenge conventional understanding of food-web structure and functional relationships in poor open-ocean systems. The preferred prey of SBT larvae, cladocerans and Corycaeidae copepods, are poorly studied and have widely different implications for trophic transfer efficiencies to larvae. Differences in nitrogen sources - N fixation vs deep nitrate of Pacific origin - to sustain new production in the region also has implications for conditions that may select for prey types (notably cladocerans) that enhance transfer efficiency and growth rates of SBT larvae. The relative importance of these N sources for the IO ecosystem may affect SBT resiliency to projected increased ocean stratification. This research expedition investigates how mesoscale variability in new production, food-web structure and trophic fluxes affects feeding and growth conditions for SBT larvae. Sampling across mesoscale features tests hypothesized relationships linking variability in SBT larval feeding and prey preferences (gut contents), growth rates (otolith analyses) and trophic positions (TP) to the environmental conditions of waters selected by adult spawners. Trophic Positions of larvae and their prey are determined using Compound-Specific Isotope Analyses of Amino Acids (CSIA-AA). Lagrangian experiments investigate underlying process rates and relationships through measurements of water-column 14C productivity, N2 fixation, 15NO3- uptake and nitrification; community biomass and composition (flow cytometry, pigments, microscopy, in situ imaging, genetic analyses); and trophic fluxes through micro- and mesozooplankton grazing, remineralization and export. Biogeochemical and food web elements of the study are linked by CSIA-AA (N source, TP), 15N-constrained budgets and modeling. The project elements comprise an end-to-end coupled biogeochemistry-trophic study as has not been done previously for any pelagic ecosystem.&lt;/p&gt;
&lt;p&gt;This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.&lt;/p&gt;</gco:CharacterString>
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	Description: &lt;p&gt;Cycle (C1, C2, C3, C4) or Transect (T2, T3, T4, T5)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/994502.rdf
	Name: Latitude
	Units: decimal degrees
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http://lod.bco-dmo.org/id/dataset-parameter/994504.rdf
	Name: Longitude
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http://lod.bco-dmo.org/id/dataset-parameter/994506.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/994507.rdf
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	Description: &lt;p&gt;Tuna team tow number 001-189 in sequential order&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/994508.rdf
	Name: Date_Cast
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	Description: &lt;p&gt;Date and time of CTD cast (UTC)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/994509.rdf
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	Description: &lt;p&gt;Preservation method (frozen or ethanol)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/994510.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/994511.rdf
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	Description: &lt;p&gt;Species identification using visual and genetic methods. Southern bluefin tuna (SBT) Thunnus maccoyii, Yellowfin tuna (YFT) Thunnus albacares, Bigeye tuna (BET) Thunnus obesus, Skipjack tuna (SKJ) Katsuwonus pelamis&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/994512.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/994513.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/994514.rdf
	Name: Width
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	Description: &lt;p&gt;Myotome width&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/994515.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/994516.rdf
	Name: Age
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	Description: &lt;p&gt;days post hatch&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/994517.rdf
	Name: N_pcnt
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	Description: &lt;p&gt;% N isotope larval value&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/994518.rdf
	Name: C_pcnt
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	Description: &lt;p&gt;% C isotope larval value&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/994519.rdf
	Name: d15N
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http://lod.bco-dmo.org/id/dataset-parameter/994520.rdf
	Name: d13C
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http://lod.bco-dmo.org/id/dataset-parameter/994521.rdf
	Name: MICRO_BIOMASS
	Units: milligrams per cubic meter (mg m3)
	Description: &lt;p&gt;Microzooplankton dry weight&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/994522.rdf
	Name: MICRO_N
	Units: percent N
	Description: &lt;p&gt;Microzooplankton (55-200 µm) % N value&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/994523.rdf
	Name: MICRO_C
	Units: percent C
	Description: &lt;p&gt;Microzooplankton (55-200 µm) % C value&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/994524.rdf
	Name: MICRO_d15N
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	Description: &lt;p&gt;Microzooplankton (55-200 µm) δ15N value&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/994525.rdf
	Name: MICRO_d13C
	Units: per mil (‰)
	Description: &lt;p&gt;Microzooplankton (55-200 µm) δ13C value&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/994526.rdf
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	Units: milligrams per cubic meter (mg m3)
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http://lod.bco-dmo.org/id/dataset-parameter/994527.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/994528.rdf
	Name: MESO_C
	Units: percent C
	Description: &lt;p&gt;Mesozooplankton (200-2000 µm) % C value&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/994529.rdf
	Name: MESO_d15N
	Units: per mil (‰)
	Description: &lt;p&gt;Mesozooplankton (200-2000 µm) δ15N value&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/994530.rdf
	Name: MESO_d13C
	Units: per mil (‰)
	Description: &lt;p&gt;Mesozooplankton (200-2000 µm) δ13C value&lt;/p&gt; 
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&amp;lt;p&amp;gt;Coupled to the Bongo-90 net system, a Bongo-25 (25-centimeter (cm) diameter) plankton net was fitted with 200 and 55 μm mesh nets to simultaneously target meso- and micro-zooplankton, respectively. A mechanical flowmeter (2030, General Oceanics) was placed in the center of all plankton nets to calculate the volume of water filtered (cubic meters) by each net. Plankton samples from the 200-μm net (hereafter meso-zooplankton) were divided into two aliquots using a Folsom plankton splitter, with half preserved in 95% ethanol and the other half frozen at −80°C. Microzooplankton (samples from 55-μm mesh net) were first poured through a 200-μm mesh sieve to remove larger zooplankton and debris, then filtered onto 55-μm mesh and frozen at −80°C (Laiz-Carrión et al., 2015). Each meso- and micro-zooplankton sample was freeze-dried for 48 hours at −20°C, and weighed to the nearest 1 microgram (μg). Dry weight (DW) biomass values were standardized to milligrams per cubic meter (mg m−3) using the volume filtered by the plankton nets.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Laboratory analysis at the Málaga Oceanographic Center (IEO-CSIC) was conducted by first measuring standard length (SL, mm) with Image J 1.44a software (USA National Institute of Health) and DW (mg, nearest 1 μg) after freeze-drying for 24 hours. Larvae were classified as preflexion and postflexion based on the degree of notochord flexion observed on a digitized and calibrated image of each larva (Kendall et al., 1984). Next, otoliths were removed and age estimations were conducted following the protocols described by Malca et al., 2023. Natural abundances of N (δ15N) and C (δ13C) were measured using an isotope-ratio spectrometer (Thermo-Finnigan Delta-plus) coupled to an elemental analyzer (FlashEA1112, Thermo-Finnigan) at the Instrumental Unit of Analysis of the University of A Coruña. Ratios of 15N/14N and 12C/13C were expressed in conventional delta notation (δ), relative to the international standard, Atmospheric Air (N2), and Pee-Dee Belemnite (PDB), respectively, using acetanilide as standard. The analysis precisions for δ15N and δ13C were 0.11‰ and 0.14‰, respectively, based on the standard deviation of internal references (repeatability of duplicates).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Additional details regarding the survey (RR2201 cruise) can be found in the cruise report found in the link: &amp;lt;a href=&amp;quot;http://hdl.handle.net/1834/43464&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;http://hdl.handle.net/1834/43464&amp;lt;/a&amp;gt;.&amp;lt;/p&amp;gt;</gco:CharacterString>
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                  <gco:CharacterString>- Imported original file &amp;quot;Inditun_v1.xlsx&amp;quot; (sheet 1) into the BCO-DMO system.
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            <gco:CharacterString>PI Supplied Instrument Name: Neuston net PI Supplied Instrument Description:Three plankton nets were used: Bongo-90 (dual 90-cm diameter bongo frame with 505-μm mesh nets), Black Widow (modified Bongo-90 frame with black nets with 1000 µm mesh), and the neuston was a square single-frame net (1 m2, with 1000-µm mesh). Bongo-90 tows were generally done with a smaller net (Bongo-25, 25 cm diameter mouth; 200 and 50-μm mesh nets with flowmeters) attached above the larger nets to sample zooplankton prey (Shiroza et al. 2021).  The Bongo-90 and Bongo-25 had mechanical flowmeters (2030R, General Oceanics Inc.) centered in the middle to measure the amount of water filtered by each net. Instrument Name: Neuston Net Instrument Short Name:Neuston Net   Instrument Description: Neuston Nets are nets that collect zooplankton that live in the top few centimeters of the sea surface (the neuston layer).  This specialized net has a rectangular mouth opening usually 2 or 3 times as wide as deep, i.e. 1 meter by 1/2 meter or 60 cm by 20 cm, with  sometimes hollow piping construction to aid in flotation. They are generally towed half submerged at 1-2 kts from the side of the vessel on a boom to avoid the ship's wake. Community Standard Description: http://vocab.nerc.ac.uk/collection/L22/current/NETT0110/</gco:CharacterString>
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         <gmx:Anchor xlink:href="http://shipsked.ucsd.edu/Ships/Roger_Revelle/" xlink:actuate="onRequest">R/V Roger Revelle</gmx:Anchor>
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              <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/authority/1.rdf" xlink:actuate="onRequest">International Council for the Exploration of the Sea</gmx:Anchor>
            </gmd:title>
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          <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/platform/54013.rdf"
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                          <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/person/50545.rdf" xlink:actuate="onRequest">Michael R. Landry</gmx:Anchor>
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                          <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/affiliation/26.rdf" xlink:title="Affiliation" xlink:actuate="onRequest">University of California-San Diego Scripps</gmx:Anchor>
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                                <gmd:URL>http://hdl.handle.net/1834/43464</gmd:URL>
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         <gmx:Anchor xlink:href="http://shipsked.ucsd.edu/Ships/Roger_Revelle/" xlink:actuate="onRequest">R/V Roger Revelle</gmx:Anchor>
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    <gmi:instrument gco:nilReason="unknown"/>
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