<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2023.1288422</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Particulate organic carbon export fluxes across the Seychelles-Chagos thermocline ridge in the western Indian Ocean using <sup>234</sup>Th as a tracer</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Seo</surname>
<given-names>Junhyeong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1868869"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kim</surname>
<given-names>Intae</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1437026"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kang</surname>
<given-names>Dong-Jin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1461285"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lee</surname>
<given-names>Hyunmi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Choi</surname>
<given-names>Jin Young</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1257187"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ra</surname>
<given-names>Kongtae</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1396337"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rho</surname>
<given-names>TaeKeun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1620124"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Park</surname>
<given-names>Kyungkyu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Kim</surname>
<given-names>Suk Hyun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1973721"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Marine Environmental Research Department, Korea Institute of Ocean Science and Technology (KIOST)</institution>, <addr-line>Busan</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Ocean Science, University of Science and Technology (UST)</institution>, <addr-line>Daejeon</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>KIOST School and Academic Program Division, Korea Institute of Ocean Science and Technology (KIOST)</institution>, <addr-line>Busan</addr-line>, <country>Republic of Korea</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Alex J. Poulton, Heriot-Watt University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Keyhong Park, Korea Polar Research Institute, Republic of Korea</p>
<p>Haiyan Jin, Ministry of Natural Resources, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Suk Hyun Kim, <email xlink:href="mailto:shkim@kiost.ac.kr">shkim@kiost.ac.kr</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>01</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1288422</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>09</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>12</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Seo, Kim, Kang, Lee, Choi, Ra, Rho, Park and Kim</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Seo, Kim, Kang, Lee, Choi, Ra, Rho, Park and Kim</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>We investigated the export flux of particulate organic carbon (POC) using <sup>234</sup>Th as a tracer in the western Indian Ocean along 60&#xb0;E and 67&#xb0;E transects in 2017 and 2018. The Seychelles-Chagos Thermocline Ridge (SCTR), where production is relatively high due to nutrient replenishment by upwelling of subsurface water, was observed at 3&#xb0;S &#x2013; 12&#xb0;S in 2017 and 4&#xb0;S &#x2013; 13&#xb0;S both 60&#xb0;E and 67&#xb0;E in 2018. POC fluxes in 2017 showed no differences between the SCTR and non-SCTR regions. However, in 2018, the POC fluxes in the SCTR regions (8.52 &#xb1; 7.89 mmol C m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>) were one order of magnitude higher than those observed in the non-SCTR regions (0.63 &#xb1; 0.07 mmol C m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>), which appeared to be related to the strong upwelling of subsurface water. These POC fluxes were comparable to those observed under bloom conditions, and thus, are important for estimating the efficiency of carbon sequestration in the ocean.</p>
</abstract>
<kwd-group>
<kwd>POC export flux</kwd>
<kwd>Indian Ocean</kwd>
<kwd>SCTR</kwd>
<kwd>thorium-234</kwd>
<kwd>particulate organic carbon</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="1"/>
<equation-count count="1"/>
<ref-count count="72"/>
<page-count count="9"/>
<word-count count="4176"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Marine Biogeochemistry</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Biological carbon pump (BCP) plays a crucial role in the global carbon cycle, as they involve the vertical export of particulate organic carbon (POC) produced by biological activity in surface waters (<xref ref-type="bibr" rid="B20">Falkowski et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B55">Sabine et&#xa0;al., 2004</xref>). Atmospheric carbon dioxide can be sequestered into the deep ocean through the BCP on a decadal to millennial timescales (<xref ref-type="bibr" rid="B7">Boyd et&#xa0;al., 2019</xref>). Therefore, examining BCP is important for understanding the oceanic carbon cycle. Globally, the POC export flux has shown latitudinal patterns in the ocean. For example, POC export fluxes are higher at high latitudes, ~20 &#x2013; 30 gC m<sup>&#x2013;2</sup> yr<sup>&#x2013;1</sup> compared to ~1 &#x2013; 10 gC m<sup>&#x2013;2</sup> yr<sup>&#x2013;1</sup> than at low latitudes (<xref ref-type="bibr" rid="B24">Henson et&#xa0;al., 2012</xref>). However, high POC fluxes are observed even in oligotrophic low latitudes due to regional processes and climatological effects such as mesoscale eddies, typhoons by extreme atmospheric forcing, and upward Ekman pumping in thermocline ridge. In the subtropical Western North Pacific, POC fluxes below the euphotic zone at the edge of warm eddy were observed to be 3 &#x2013; 5 times higher than 26 &#x2013; 35 mg C m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup> determined in the nutrient-depleted oligotrophic oceans (<xref ref-type="bibr" rid="B59">Shih et&#xa0;al., 2015</xref>). In the East China Sea, the POC flux for five days immediately after the typhoon passed was found to be 1.7 times higher than the 140 &#x2013; 180 mg C m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup> in the period when there was no typhoon (<xref ref-type="bibr" rid="B28">Hung et&#xa0;al., 2010</xref>). Moreover, El Ni&#xf1;o events showed POC fluxes four times higher than average flux (1.74 mg C m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>) in the 10&#xb0;N thermocline ridge area of the northeastern equatorial Pacific (<xref ref-type="bibr" rid="B30">Kim et&#xa0;al., 2012</xref>).</p>
<p>The Indian Ocean shows unique circulation features, including the Indian Ocean Dipole (IOD) and El Ni&#xf1;o Southern Oscillation (ENSO) (<xref ref-type="bibr" rid="B32">Klein et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B3">Baquero-Bernal et&#xa0;al., 2002</xref>). In the western Indian Ocean, the Seychelles-Chagos Thermocline Ridge (SCTR) is a persistent upwelling region characterized by a relatively shallow thermocline and a thin mixed layer (<xref ref-type="bibr" rid="B71">Woodberry et&#xa0;al., 1989</xref>; <xref ref-type="bibr" rid="B42">McCreary et&#xa0;al., 1993</xref>; <xref ref-type="bibr" rid="B58">Schott et&#xa0;al., 2009</xref>). The SCTR upwelling is generally observed south of the equator (5&#xb0;S &#x2013;15&#xb0;S) because the wind direction in this region is westerly, which differs from that in the Pacific and Atlantic Oceans (<xref ref-type="bibr" rid="B57">Schott and McCreary, 2001</xref>; <xref ref-type="bibr" rid="B43">McPhaden et&#xa0;al., 2009</xref>). The strength of the SCTR upwelling is influenced by air-sea interactions, including local winds (<xref ref-type="bibr" rid="B36">Lee et&#xa0;al., 2022</xref>). For example, during the positive phase of the IOD and(or) ENSO, the SCTR upwelling can be enhanced because of the stronger suppression of upwelling caused by downwelling Rossby waves in this region (<xref ref-type="bibr" rid="B41">Masumoto and Meyers, 1998</xref>; <xref ref-type="bibr" rid="B51">Rao &amp; Behera, 2005</xref>). Further, the SCTR is recognized as an important region for biogeochemical cycles because upwelling can transport nutrients from the subsurface to the surface ocean (<xref ref-type="bibr" rid="B72">Xie et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B22">George et&#xa0;al., 2018</xref>). <xref ref-type="bibr" rid="B31">Kim et&#xa0;al. (2022)</xref> reported that the abundance of mesozooplankton in the SCTR was higher than that observed in the non-SCTR regions. This has also been observed through satellite observations that indicated relatively higher primary production in the SCTR regions than in the non-SCTR regions (<xref ref-type="bibr" rid="B16">Dilmahamod et&#xa0;al., 2016</xref>). However, carbon cycles in the SCTR regions are still poorly understood, particularly the effects of upwelling on the BCP. Biogeochemical studies in the SCTR regions were mostly focused on the variability of nutrient increase due to upwelling, primary productivity from satellite images and physical variables, or biological production using ocean carbon models (<xref ref-type="bibr" rid="B38">L&#xe9;vy et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B52">Resplandy et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B39">Liao et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B16">Dilmahamod et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B22">George et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B60">Sreeush et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B61">Sreeush et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B67">Vinayachandran et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B29">Karnan and Gautham, 2023</xref>).</p>
<p>Extensive studies to understand BCP in the ocean have been conducted through international and national programs such as JGOFS (Joint Global Ocean Flux Study) (<xref ref-type="bibr" rid="B33">Knap et&#xa0;al., 1996</xref>), VERTIGO (VERtical Transport In the Global Ocean) (<xref ref-type="bibr" rid="B12">Buesseler and Lampitt, 2008</xref>), GEOTRACES (<xref ref-type="bibr" rid="B23">Group S. W, 2007</xref>), and so on. POC fluxes have been mainly estimated by direct measurements of settling particles using sediment traps (<xref ref-type="bibr" rid="B26">Honjo, 1978</xref>; <xref ref-type="bibr" rid="B2">Baker et&#xa0;al., 1988</xref>; <xref ref-type="bibr" rid="B8">Buesseler et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B27">Honjo et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B34">Lampitt et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B45">Owens et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B19">Engel et&#xa0;al., 2017</xref>) or indirect approaches derived from the <sup>210</sup>Po/<sup>210</sup>Pb and the <sup>234</sup>Th/<sup>238</sup>U disequilibria (<xref ref-type="bibr" rid="B21">Friedrich and van der Loeff, 2002</xref>; <xref ref-type="bibr" rid="B15">Cochran and Masqu&#xe9;, 2003</xref>; <xref ref-type="bibr" rid="B44">Murray et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B62">Stewart et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B66">Verdeny et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B69">Wei et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B54">Roca-Mart&#xed; et&#xa0;al., 2016</xref>), nutrient uptake (<xref ref-type="bibr" rid="B49">Pondaven et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B56">Sanders et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B37">Le Moigne et&#xa0;al., 2013</xref>), satellite empirical algorithms (<xref ref-type="bibr" rid="B18">Dunne et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B25">Henson et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B35">Laws et&#xa0;al., 2011</xref>).</p>
<p>
<sup>234</sup>Th/<sup>238</sup>U disequilibria approach has been widely used as a means to estimate POC fluxes in the ocean over a period exceeding 50 years. It has already advanced our understanding of the magnitude and controls of particle export in the ocean (<xref ref-type="bibr" rid="B10">Buesseler et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B14">Ceballos-Romero et&#xa0;al., 2022</xref>). <sup>234</sup>Th (half-life: 24.1&#xa0;d) is particle-reactive, but its parent, <sup>238</sup>U (half-life: 4.5 x 10<sup>9</sup> years), is chemically conservative and proportional to salinity in oxygenated seawater (<xref ref-type="bibr" rid="B5">Bhat et&#xa0;al., 1968</xref>; <xref ref-type="bibr" rid="B17">Djogi&#x107; et&#xa0;al., 1986</xref>).</p>
<p>
<sup>234</sup>Th/<sup>238</sup>U disequilibria have the advantage of allowing a downward flux to be determined by integrating the deficit of <sup>234</sup>Th in the upper water column and coupling it to the POC/<sup>234</sup>Th ratio in sinking particles (<xref ref-type="bibr" rid="B50">Puigcorb&#xe9; et&#xa0;al., 2020</xref>). In addition, the half-life of <sup>234</sup>Th is only 24.1 days. This makes <sup>234</sup>Th/<sup>238</sup>U disequilibria particularly suited for studying biologically mediated and other relatively fast (physical) processes that occur on time scales of days to weeks, which are typical in the upper ocean. However, the factors that control changes in the POC/<sup>234</sup>Th ratio as a function of area, time, particle size and type, and water column depth are not yet well understood (<xref ref-type="bibr" rid="B68">Waples et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B50">Puigcorb&#xe9; et&#xa0;al., 2020</xref>). Comparisons of C fluxes derived from <sup>234</sup>Th show good agreement with independent estimates of C flux, including mass balances of C and nutrients over appropriate space and time scales (within factors of 2&#x2013;3) (<xref ref-type="bibr" rid="B10">Buesseler et&#xa0;al., 2006</xref>). In this study, POC fluxes were investigated across the SCTR regions using <sup>234</sup>Th as a tracer in 2017 and 2018 to examine the impact of upwelling processes due to shallow thermocline.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Sampling</title>
<p>Samples were collected onboard the R/V <italic>Isabu</italic> from July 5 to 22, 2017, along the 67&#xb0;E transect, and from April 6 to 25, 2018, along the 60&#xb0;E and 67&#xb0;E transects (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Hydrographic parameters, such as temperature and salinity, were obtained using a conductivity-temperature-depth (CTD) mounted on a Rosette sampler. Seawater and particulate samples were collected using a 12 L Niskin sampler. For chlorophyll-<italic>a</italic> (Chl-<italic>a</italic>) analysis, 2 L of seawater samples were filtered through a pre-combusted (4&#xa0;h, 450&#xb0;C) glass fiber filter (Whatman, 0.7 &#x3bc;m pore size) and stored in a cryogenic freezer (&#x2013;80&#xb0;C) before measurement. The 15 mL filtrated seawater was collected and stored in a refrigerator (4&#xb0;C) for dissolved inorganic nitrogen (DIN) analysis. To measure dissolved <sup>234</sup>Th (<sup>234</sup>Th<sub>dis</sub>), 4 L of seawater samples were immediately filtered through a silver membrane filter (Sterlitech, 1.2 &#xb5;m pore-size, 25&#xa0;mm diameter) and acidified with concentrated HNO<sub>3</sub> to adjust to pH ~2. For particulate <sup>234</sup>Th (<sup>234</sup>Th<sub>part</sub>), an additional 2 L of seawater was filtered through the silver filter after filtering 4 L of seawater for <sup>234</sup>Th<sub>dis</sub> samples. POC samples were collected by filtering 4 L of seawater through the silver membrane filter, sonicating with ethanol and acetone, and washing with deionized water before filtration to reduce residual POC.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Sampling site (pink rectangle) in the western Indian Ocean in 2017 (yellow rectangles) and 2018 (black triangles).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1288422-g001.tif"/>
</fig>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Analysis</title>
<p>Chl-<italic>a</italic> concentrations were measured using a fluorescence sensor (WET Labs ECO-AFL/FL), and onboard calibration was performed using a Turner Designs 10-AU fluorometer. Onboard measurements of DIN concentrations were conducted using an automatic nutrient analyzer (New QuAAtro39, SEAL Analytical).</p>
<p>To measure the <sup>234</sup>Th<sub>dis</sub> activity, an internal standard (<sup>230</sup>Th, 6.5 dpm) was added to 4 L of the sample, and the pH was raised to ~8 by adding NH<sub>4</sub>OH after isotopic equilibration (~12 h). KMnO<sub>4</sub> and MnCl<sub>2</sub> were then added and allowed to stand for over 6&#xa0;h to form MnO<sub>2</sub> precipitates while heating above 80&#xb0;C (<xref ref-type="bibr" rid="B13">Cai et&#xa0;al., 2006</xref>). After the Mn precipitates were formed, they were filtered through the silver filter and covered with two layers of aluminum foil. Onboard measurements were conducted using a low-level beta counter (RIS&#xd8; National Laboratories, Denmark). Procedural blanks (n = 3) accounted for less than 5% of the average sample activity. The measurements were conducted five times to confirm <sup>234</sup>Th activity. After beta counting, <sup>230</sup>Th recovery was measured by adding a <sup>229</sup>Th spike and further separating Th using an anion-exchange column (Bio-Rad Laboratories, Hercules, CA). Both <sup>229</sup>Th and <sup>230</sup>Th were measured using a magnetic sector field inductively coupled plasma mass spectrometer (Element 2, Thermo Scientific) (<xref ref-type="bibr" rid="B48">Pike et&#xa0;al., 2005</xref>). On-board measurements of <sup>234</sup>Th<sub>part</sub> were also conducted using a low-level beta counter. After that, in the land-based laboratory, the measurements were conducted five times as well. Total <sup>234</sup>Th (<sup>234</sup>Th<sub>total</sub>) activity was determined by summing the activities of <sup>234</sup>Th<sub>dis</sub> and <sup>234</sup>Th<sub>part</sub>. <sup>234</sup>Th flux was calculated using <sup>238</sup>U/<sup>234</sup>Th disequilibria following the one-dimensional particle flux model given (<xref ref-type="bibr" rid="B1">Bacon et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B47">Owens et&#xa0;al., 2015</xref>):</p>
<disp-formula>
<mml:math display="block" id="M1">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>h</mml:mi>
<mml:mo>@</mml:mo>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>h</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mi>z</mml:mi>
</mml:msubsup>
<mml:mo stretchy="false">(</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>U</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>h</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo stretchy="false">)</mml:mo>
<mml:mi>d</mml:mi>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <inline-formula>
<mml:math display="inline" id="im1">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>h</mml:mi>
<mml:mo>@</mml:mo>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the particulate flux of <sup>234</sup>Th integrated with depth <italic>z</italic>.</p>
<p>To measure the POC concentration, the sample was decarbonated by HCl fumigation in a desiccator, and measurements were conducted using an elemental analyzer (EA 2400 CHNS/O Series II, PerkinElmer, USA) (<xref ref-type="bibr" rid="B33">Knap et&#xa0;al., 1996</xref>). The procedural blanks (n = 10) were below the detection limit of the elemental analyzer (0.03 &#xb5;M).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results and discussion</title>
<sec id="s3_1">
<label>3.1</label>
<title>Hydrological characteristics</title>
<p>In 2017, potential temperature and salinity in the upper 200m of the study area ranged from 12 to 30&#xb0;C and 34.73 to 36.43, respectively (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Relatively higher salinity was observed in the surface layer along 5&#xb0;N &#x2013; 10&#xb0;S in 2017, and this was also observed in the subsurface layer (~200 m) in 2018. The surface mixed layer (SML) defined by the vertical distribution of the potential temperature was approximately 50&#xa0;m. The potential temperature range in 2018 was similar to that observed in 2017 (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). The salinity ranged from 33.83 to 35.70, slightly lower than the values observed in 2017. In the surface layer, the low-salinity water was observed in the entire region of the 60&#xb0;E line and along 5&#xb0;S &#x2013; 20&#xb0;S of the 67&#xb0;E line. The SML in both 60&#xb0;E and 67&#xb0;E lines ranged from 25 to 50&#xa0;m. On the 67&#xb0;E line, the northern regions (5&#xb0;S &#x2013; 15&#xb0;S) had a relatively shallower SML than the southern regions (15&#xb0;S &#x2013; 25&#xb0;S). The SCTR regions in 2017 and 2018, defined as a 20&#xb0;C isotherm depth with a shallow thermocline, were observed at 3&#xb0;S &#x2013; 12&#xb0;S and 4&#xb0;S &#x2013; 13&#xb0;S both in 60&#xb0;E and 67&#xb0;E lines, respectively.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Latitudinal distributions of temperature, salinity, Chl-<italic>a</italic>, and DIN in the study region in 2017 <bold>(A&#x2013;D)</bold> and 2018 <bold>(E&#x2013;H)</bold>. Solid lines (gray) and circles (gray) indicate the sampling stations. Contour lines (solid) indicate the temperature of the study regions. The numbers on the figure indicate the station.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1288422-g002.tif"/>
</fig>
<p>Chl-<italic>a</italic> concentrations in 2017 and 2018 ranged from 0.00 to 1.62 &#xb5;g L<sup>&#x2013;1</sup> and 0.00 to 1.87 &#xb5;g L<sup>&#x2013;1</sup>, respectively (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). In 2017, a subsurface chlorophyll maximum (SCM) was observed between 50 to 91&#xa0;m, with no significant differences between 5&#xb0;N &#x2013; 14&#xb0;S. However, Chl-<italic>a</italic> concentrations in the surface layer (&lt; 50&#xa0;m) of the SCTR regions were higher than those in the non-SCTR regions. In 2018, SCM depths were similar to those observed in 2017 but were much shallower in the SCTR regions than in the non-SCTR regions (15&#xb0;S &#x2013; 24&#xb0;S). The euphotic zone, defined as the depth at which photosynthetically active radiation (PAR) reaches 1% of the surface layer, ranged from 43 to 161&#xa0;m in 2017 (103 &#xb1; 46&#xa0;m; mean &#xb1; standard deviation), where PAR values were available (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>). In 2018, the euphotic zone ranged from 31 to 135&#xa0;m, with an average of 73 &#xb1; 27&#xa0;m. No clear differences were observed between the 2017 and 2018 observations.</p>
<p>DIN concentrations in 2017 and 2018 ranged from 0.01 to 38.39 &#xb5;M and 0.01 to 37.98 &#xb5;M, respectively (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). In 2017, the vertical distribution of DIN showed a depleted concentration in the surface layer, which gradually increased with depth. No clear differences were observed between the SCTR and non-SCTR regions. The vertical distribution of DIN in 2018 was similar to that observed in 2017. However, in the SCTR regions, the DIN concentrations in the subsurface layer (75 &#x2013; 100&#xa0;m) were one order of magnitude higher than those in non-SCTR regions.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Distributions of <sup>234</sup>Th and POC</title>
<p>In 2017 and 2018, <sup>238</sup>U activity ranged from 2.41 to 2.48 dpm L<sup>&#x2013;1</sup> and 2.36 to 2.49 dpm L<sup>&#x2013;1</sup>, respectively, based on salinity calculations (<xref ref-type="bibr" rid="B46">Owens et&#xa0;al., 2011</xref>). In 2017, <sup>234</sup>Th<sub>total</sub> and <sup>234</sup>Th<sub>part</sub> activities were 1.63 &#x2013; 2.88 dpm L<sup>&#x2013;1</sup> and 0.06 &#x2013; 0.48 dpm L<sup>&#x2013;1</sup>, respectively (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). A deficiency in <sup>234</sup>Th<sub>total</sub> relative to <sup>238</sup>U was observed mainly in the surface layer (0 &#x2013; 100&#xa0;m). In the surface layer of the SCTR regions, <sup>234</sup>Th<sub>total</sub> deficiencies and <sup>234</sup>Th<sub>part</sub> concentrations were higher than those observed in the non-SCTR regions. In 2018, <sup>234</sup>Th<sub>total</sub> and <sup>234</sup>Th<sub>part</sub> concentrations were 0.34 &#x2013; 2.78 dpm L<sup>&#x2013;1</sup> and 0.05 &#x2013; 0.66 dpm L<sup>&#x2013;1</sup>, respectively (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The <sup>234</sup>Th deficiency in the SCTR regions was higher than that observed in the non-SCTR regions. Below the surface layer, <sup>234</sup>Th<sub>total</sub> activities were close to the equilibrium value in both years, indicating that particle settling mainly occurred within the 100&#xa0;m layer. The excess <sup>234</sup>Th<sub>total</sub> in the subsurface layer could be due to the release of <sup>234</sup>Th following remineralization of organic matter.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Latitudinal distributions of POC, total <sup>234</sup>Th (<sup>234</sup>Th<sub>total</sub>), and particulate <sup>234</sup>Th (<sup>234</sup>Th<sub>part</sub>) in the study region in 2017 <bold>(A&#x2013;C)</bold> and 2018 <bold>(D&#x2013;F)</bold>. Circles (gray) indicate the sampling stations. Contour lines (solid) indicate the temperature at the study regions. The numbers on the figure indicate the station.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1288422-g003.tif"/>
</fig>
<p>The POC concentrations in 2017 and 2018 ranged from 0.01 to 0.48 &#xb5;M and 0.01 to 3.51 &#xb5;M, respectively (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>), which were within the typical range (0.40 &#x2013; 1.09 &#xb5;M) observed in the equivalent region (<xref ref-type="bibr" rid="B64">Subha Anand et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B63">Subha Anand et&#xa0;al., 2018</xref>), except for the 60&#xb0;E transect in 2018. The vertical distribution of POC in both years decreased gradually with increasing depth from the surface layer. In 2017, no clear latitudinal differences in POC concentration except 5&#xb0;N region were observed; however, in 2018, POC concentrations in the SCTR regions were one to two orders of magnitude higher than those observed in the non-SCTR regions.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>
<sup>234</sup>Th based POC fluxes</title>
<p>We calculated <sup>234</sup>Th flux at a depth of 100&#xa0;m to examine the POC flux as recommended by <xref ref-type="bibr" rid="B10">Buesseler et&#xa0;al. (2006)</xref>. The integrated <sup>234</sup>Th fluxes at a depth of 100&#xa0;m in 2017 and 2018 varied from 237 to 991 dpm m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup> and 270 to 3191 dpm m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>, respectively (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). A comparison of stations at similar latitudes (10&#xb0;S and 15&#xb0;S) in both years revealed no significant differences, except for Station 4 (5&#xb0;S) in 2018. In 2017, no clear differences were observed between the SCTR (3&#xb0;S &#x2013; 12&#xb0;S) and non-SCTR regions. However, in 2018, <sup>234</sup>Th fluxes in the SCTR regions (4&#xb0;S &#x2013; 13&#xb0;S), 1402 &#xb1; 1097 dpm m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>, were several times higher than those observed in the non-SCTR regions (15&#xb0;S &#x2013; 24&#xb0;S), 482 &#xb1; 189 dpm m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>. The range of <sup>234</sup>Th flux in the study regions, except for Station 3 in 2018 (3191 &#xb1; 167 dpm m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>), was similar to that observed in the western Indian Ocean (88 to 2645 dpm m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>; <xref ref-type="bibr" rid="B64">Subha Anand et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B63">Subha Anand et&#xa0;al., 2018</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Th flux (dpm m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>), POC flux (mmol C m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>), CbPM-based NPP (mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>), and e-ratio for all stations in 2017 and 2018 cruises.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Station</th>
<th valign="middle" align="center">Depth (m)</th>
<th valign="middle" align="center">Latitude</th>
<th valign="middle" align="center">Longitude</th>
<th valign="middle" align="center">Th flux</th>
<th valign="middle" align="center">POC flux</th>
<th valign="middle" align="center">CbPM-based NPP</th>
<th valign="middle" align="center">e- ratio<break/>(%)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">17_1</td>
<td valign="middle" align="center">3400</td>
<td valign="middle" align="center">4.00&#xb0;N</td>
<td valign="middle" align="center">67.00&#xb0;E</td>
<td valign="middle" align="center">529</td>
<td valign="middle" align="center">2.44</td>
<td valign="middle" align="center">45</td>
<td valign="middle" align="center">5</td>
</tr>
<tr>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">2410</td>
<td valign="middle" align="center">0.00</td>
<td valign="middle" align="center">67.00&#xb0;E</td>
<td valign="middle" align="center">591</td>
<td valign="middle" align="center">1.01</td>
<td valign="middle" align="center">42</td>
<td valign="middle" align="center">2</td>
</tr>
<tr>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">2730</td>
<td valign="middle" align="center">3.00&#xb0;S</td>
<td valign="middle" align="center">67.00&#xb0;E</td>
<td valign="middle" align="center">643</td>
<td valign="middle" align="center">1.45</td>
<td valign="middle" align="center">36</td>
<td valign="middle" align="center">4</td>
</tr>
<tr>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">3210</td>
<td valign="middle" align="center">5.27&#xb0;S</td>
<td valign="middle" align="center">67.90&#xb0;E</td>
<td valign="middle" align="center">237</td>
<td valign="middle" align="center">0.49</td>
<td valign="middle" align="center">29</td>
<td valign="middle" align="center">2</td>
</tr>
<tr>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">2970</td>
<td valign="middle" align="center">9.00&#xb0;S</td>
<td valign="middle" align="center">67.00&#xb0;E</td>
<td valign="middle" align="center">980</td>
<td valign="middle" align="center">1.84</td>
<td valign="middle" align="center">29</td>
<td valign="middle" align="center">6</td>
</tr>
<tr>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">3290</td>
<td valign="middle" align="center">12.00&#xb0;S</td>
<td valign="middle" align="center">67.00&#xb0;E</td>
<td valign="middle" align="center">489</td>
<td valign="middle" align="center">0.63</td>
<td valign="middle" align="center">19</td>
<td valign="middle" align="center">3</td>
</tr>
<tr>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">3230</td>
<td valign="middle" align="center">15.00&#xb0;S</td>
<td valign="middle" align="center">67.00&#xb0;E</td>
<td valign="middle" align="center">991</td>
<td valign="middle" align="center">3.15</td>
<td valign="middle" align="center">21</td>
<td valign="middle" align="center">15</td>
</tr>
<tr>
<td valign="middle" align="center">18_1</td>
<td valign="middle" align="center">3670</td>
<td valign="middle" align="center">13.00&#xb0;S</td>
<td valign="middle" align="center">60.00&#xb0;E</td>
<td valign="middle" align="center">1212</td>
<td valign="middle" align="center">5.67</td>
<td valign="middle" align="center">32</td>
<td valign="middle" align="center">18</td>
</tr>
<tr>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">275</td>
<td valign="middle" align="center">9.00&#xb0;S</td>
<td valign="middle" align="center">60.00&#xb0;E</td>
<td valign="middle" align="center">865</td>
<td valign="middle" align="center">2.24</td>
<td valign="middle" align="center">49</td>
<td valign="middle" align="center">5</td>
</tr>
<tr>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">4050</td>
<td valign="middle" align="center">5.00&#xb0;S</td>
<td valign="middle" align="center">60.00&#xb0;E</td>
<td valign="middle" align="center">3191</td>
<td valign="middle" align="center">18.83</td>
<td valign="middle" align="center">28</td>
<td valign="middle" align="center">68</td>
</tr>
<tr>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">3600</td>
<td valign="middle" align="center">5.00&#xb0;S</td>
<td valign="middle" align="center">67.00&#xb0;E</td>
<td valign="middle" align="center">1470</td>
<td valign="middle" align="center">14.79</td>
<td valign="middle" align="center">30</td>
<td valign="middle" align="center">49</td>
</tr>
<tr>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">3325</td>
<td valign="middle" align="center">10.00&#xb0;S</td>
<td valign="middle" align="center">67.00&#xb0;E</td>
<td valign="middle" align="center">270</td>
<td valign="middle" align="center">1.04</td>
<td valign="middle" align="center">23</td>
<td valign="middle" align="center">5</td>
</tr>
<tr>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">3230</td>
<td valign="middle" align="center">15.00&#xb0;S</td>
<td valign="middle" align="center">67.00&#xb0;E</td>
<td valign="middle" align="center">366</td>
<td valign="middle" align="center">0.68</td>
<td valign="middle" align="center">21</td>
<td valign="middle" align="center">3</td>
</tr>
<tr>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">2690</td>
<td valign="middle" align="center">20.00&#xb0;S</td>
<td valign="middle" align="center">67.00&#xb0;E</td>
<td valign="middle" align="center">700</td>
<td valign="middle" align="center">0.56</td>
<td valign="middle" align="center">13</td>
<td valign="middle" align="center">4</td>
</tr>
<tr>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">3890</td>
<td valign="middle" align="center">24.00&#xb0;S</td>
<td valign="middle" align="center">67.00&#xb0;E</td>
<td valign="middle" align="center">380</td>
<td valign="middle" align="center">0.66</td>
<td valign="middle" align="center">18</td>
<td valign="middle" align="center">4</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The POC flux through the 100&#xa0;m layer was calculated by multiplying the ratio of POC to <sup>234</sup>Th<sub>part</sub> by <sup>234</sup>Th flux. In 2017, the POC flux ranged from 0.49 to 3.15 mmol C m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>, with no evident differences between the SCTR and non-SCTR regions (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). However, in 2018, POC flux increased significantly in the SCTR regions (1.1 &#x2013; 18.8 mmol C m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>) compared with that in the non-SCTR regions (0.6 &#x2013; 0.7 mmol C m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>). The measured POC fluxes in the study region, except at Stations 3 and 4 in 2018, fell within the typical values for equivalent regions (0.1 &#x2013; 9.0 mmol C m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>; <xref ref-type="bibr" rid="B64">Subha Anand et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B63">Subha Anand et&#xa0;al., 2018</xref>). The POC export fluxes at Stations 3 and 4 in 2018 (&gt; 15 mmol C m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>) were comparable to those in highly productive regions, such as the Equatorial Atlantic (15 &#xb1; 10 mmol C m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>; <xref ref-type="bibr" rid="B65">Thomalla et&#xa0;al., 2008</xref>) and the Arctic Atlantic (20 &#xb1; 10 mmol C m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>; <xref ref-type="bibr" rid="B37">Le Moigne et&#xa0;al., 2013</xref>). Based on the distributions of salinity and DIN at 5&#xb0;S in 2018, a strong upwelling of cold water with high concentrations of nutrients was observed (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2E, H</bold>
</xref>) and could enhance the POC flux. Similarly, in the SCTR regions, high primary productivity was usually observed due to the upwelling process (<xref ref-type="bibr" rid="B16">Dilmahamod et&#xa0;al., 2016</xref>). However, this regional phenomenon showed high variations in the magnitude of upwelling in the subsurface layer of the SCTR regions, which depend on air-sea interactions. Therefore, our results imply that the impact of the upwelling process in the SCTR on the POC flux depends on its magnitude and should be cautioned to examine the POC flux in these regions.</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Export efficiency of the BCP</title>
<p>The efficiency of BCP in the surface layer can be examined by the e-ratio (%), which represents the POC export flux divided by the net primary production (NPP). The NPP at each station was estimated using a carbon-based productivity model (CbPM; <xref ref-type="bibr" rid="B70">Westberry et&#xa0;al., 2008</xref>) based on Moderate Resolution Imaging Spectroradiometer satellite data provided by Oregon State University Ocean Productivity (<ext-link ext-link-type="uri" xlink:href="http://www.science.oregonstate.edu/ocean.productivity/">http://www.science.oregonstate.edu/ocean.productivity/</ext-link>). Compared to earlier Chl-based models, the CbPM can provide more accurate NPP values since it includes information on the influence of biological and physiological states (<xref ref-type="bibr" rid="B4">Behrenfeld et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B70">Westberry et&#xa0;al., 2008</xref>). NPP in 2017 and 2018 ranged from 21 to 45 mmol C m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup> and from 13 to 49 mmol C m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>, respectively (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). In both years, higher NPP values were observed with increasing latitude; however, there was no significant difference in the orders of NPP. The e-ratios in 2017 and 2018 were 2% &#x2013; 15% and 3% &#x2013; 68%, respectively (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). The range of e-ratio was similar to that observed in the Indian Ocean (0.3 &#x2013; 32.4%; <xref ref-type="bibr" rid="B64">Subha Anand et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B63">Subha Anand et&#xa0;al., 2018</xref>), except in Stations 3 and 4 in 2018. Generally, the e-ratio in the open ocean under non-bloom conditions was below 10% (<xref ref-type="bibr" rid="B11">Buesseler &amp; Boyd, 2009</xref>; <xref ref-type="bibr" rid="B6">Black et&#xa0;al., 2018</xref>). However, under bloom conditions, the e-ratio could reach 50%, owing to the extensive scavenging of <sup>234</sup>Th by organic particles (<xref ref-type="bibr" rid="B9">Buesseler et&#xa0;al., 1992</xref>). For Stations 3 and 4 in 2018, the high Th and POC fluxes suggested efficient scavenging in the SCTR regions, mainly due to the production of large particles in 2018. High primary production by smaller size of plankton such as picoplankton contributes less POC flux from the surface to the deeper layer due to their smaller size, slow sinking, and fast consumption in the microbial loop. Whereas larger size micro (diatoms) and nanophytoplankton contribute more POC flux to the upper layer of the ocean than to primary production (<xref ref-type="bibr" rid="B53">Richardson and Jackson, 2007</xref>). A positive Chl-<italic>a</italic> anomaly, especially for the winter season (June &#x2013; August), was observed in 2018 based on the multi-sensor ocean-color Chl-<italic>a</italic> products (<xref ref-type="bibr" rid="B40">Ma et&#xa0;al., 2022</xref>), indicating the vigorous PP in the study area. Additionally, <sup>234</sup>Th<sub>part</sub> concentrations were lower in SCTR regions than those observed in non-SCTR regions, indicating an increase in Th ligands in solution or the production by the plankton communities with larger size (<xref ref-type="bibr" rid="B10">Buesseler et&#xa0;al., 2006</xref>). Thus, the relatively high export flux of POC observed in the SCTR regions in 2018 (&gt; 45%), coupled with the relatively high NPP values and DIN concentrations, could be due to the production of fresh organic particles by PP in the surface layer. Therefore, our results suggest that the nutrient input through upwelling in the SCTR regions can enhance POC flux with efficient export comparable to bloom conditions. Our results implied that these persistent physical phenomena play a significant role in estimating the efficiency of carbon sequestration in the global oceans. However, because various conditions, such as light, biomass, and nutrients, are also important for POC flux in the surface layer, caution should be exercised in interpreting POC flux, and further consistent observations with high resolution are necessary.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>    <p>Plot showing the association between net primary production (NPP) and POC flux. The data for comparison are from <xref ref-type="bibr" rid="B11">Buesseler and Boyd (2009)</xref>; <xref ref-type="bibr" rid="B6">Black et&#xa0;al. (2018)</xref>, and <xref ref-type="bibr" rid="B64">Subha Anand et&#xa0;al. (2017</xref>, <xref ref-type="bibr" rid="B63">Subha Anand et&#xa0;al., 2018</xref>). Dash lines indicate export efficiencies of 10%, 30%, 50%, and 80%.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1288422-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="s4">
<label>4</label>
<title>Summary and conclusions</title>
<p>In this study, we examined the POC export flux using <sup>238</sup>U/<sup>234</sup>Th disequilibria method in July 2017 and April 2018 in the western Indian Ocean along 60&#xb0;E and 67&#xb0;E transects. In 2017, the POC export flux did not differ significantly between the SCTR and non-SCTR regions. However, in 2018, the SCTR regions showed an efficient POC export, characterized by high <sup>234</sup>Th deficiencies and elevated POC concentrations. Furthermore, the e-ratios in the SCTR regions were comparable to those observed during the algal blooms (i.e., diatoms). These results suggested extensive scavenging of <sup>234</sup>Th with newly formed organic particles by primary production because replete nutrients were provided through upwelling in the SCTR regions. Therefore, this persistent regional physical process plays a significant role in determining the efficiency of carbon sequestration in the global oceans. However, owing to various conditions (i.e., light, biomass, and nutrients) that influence POC fluxes in the surface layer, continuous high-resolution surveys in the future are necessary.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below:DOI: 10.17632/gptnxfmdtc.1.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>JS: Data curation, Validation, Visualization, Writing &#x2013; original draft. IK: Conceptualization, Data curation, Formal Analysis, Investigation, Methodology, Validation, Visualization, Writing &#x2013; review &amp; editing. DK: Funding acquisition, Writing &#x2013; review &amp; editing. HL: Data curation, Formal Analysis, Investigation, Methodology, Writing &#x2013; review &amp; editing. JC: Data curation, Formal Analysis, Methodology, Writing &#x2013; review &amp; editing. KR: Data curation, Formal Analysis, Methodology, Writing &#x2013; review &amp; editing. TR: Data curation, Formal Analysis, Investigation, Methodology, Writing &#x2013; review &amp; editing. KP: Data curation, Methodology, Formal Analysis, Writing &#x2013; review &amp; editing. SK: Conceptualization, Formal Analysis, Investigation, Methodology, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="funding">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We thank the captain and crew of the R/V <italic>ISABU</italic> for their support with the onboard work. This research was a part of the project titled &#x2018;KIOS(Korea Indian Ocean Study): Korea-US Joint Observation Study of the Indian Ocean, funded by the Korean Ministry of Oceans and Fisheries (20220548, PM63470).</p>
</ack>
<sec id="s8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmars.2023.1288422/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2023.1288422/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="DataSheet_1.pdf" id="SM1" mimetype="application/pdf"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bacon</surname> <given-names>M. P.</given-names>
</name>
<name>
<surname>Cochran</surname> <given-names>J. K.</given-names>
</name>
<name>
<surname>Hirschberg</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Hammar</surname> <given-names>T. R.</given-names>
</name>
<name>
<surname>Fleer</surname> <given-names>A. P.</given-names>
</name>
</person-group> (<year>1996</year>). <article-title>Export flux of carbon at the equator during the EqPac time-series cruises estimated from <sup>234</sup>Th measurements</article-title>. <source>Deep Sea Res. Part II Top. Stud. Oceanogr.</source> <volume>43</volume>, <fpage>1133</fpage>&#x2013;<lpage>1153</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/0967-0645(96)00016-1</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baker</surname> <given-names>E. T.</given-names>
</name>
<name>
<surname>Milburn</surname> <given-names>H. B.</given-names>
</name>
<name>
<surname>Tennant</surname> <given-names>D. A.</given-names>
</name>
</person-group> (<year>1988</year>). <article-title>Field assessment of sediment trap efficiency under varying flow conditions</article-title>. <source>J. Mar. Res.</source> <volume>46</volume>, <fpage>573</fpage>&#x2013;<lpage>592</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1357/002224088785113522</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baquero-Bernal</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Latif</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Legutke</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>On dipolelike variability of sea surface temperature in the tropical Indian ocean</article-title>. <source>J. Clim.</source> <volume>15</volume>, <fpage>1358</fpage>&#x2013;<lpage>1368</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1175/1520-0442(2002)015&lt;1358:ODVOSS&gt;2.0.CO;2</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Behrenfeld</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Boss</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Siegel</surname> <given-names>D. A.</given-names>
</name>
<name>
<surname>Shea</surname> <given-names>D. M.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Carbon-based ocean productivity and phytoplankton physiology from space</article-title>. <source>Global Biogeochem. Cycles</source> <volume>19</volume>, <elocation-id>GB1006</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1029/2004GB002299</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bhat</surname> <given-names>S. G.</given-names>
</name>
<name>
<surname>Krishnaswamy</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Lal</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Moore</surname> <given-names>W. S.</given-names>
</name>
</person-group> (<year>1968</year>). <article-title>
<sup>234</sup>Th/<sup>238</sup>U ratios in the ocean</article-title>. <source>Earth Planet. Sci. Lett.</source> <volume>5</volume>, <fpage>483</fpage>&#x2013;<lpage>491</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S0012-821X(68)80083-4</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Black</surname> <given-names>E. E.</given-names>
</name>
<name>
<surname>Buesseler</surname> <given-names>K. O.</given-names>
</name>
<name>
<surname>Pike</surname> <given-names>S. M.</given-names>
</name>
<name>
<surname>Lam</surname> <given-names>P. J.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>
<sup>234</sup>Th as a tracer of particulate export and remineralization in the southeastern tropical Pacific</article-title>. <source>Mar. Chem.</source> <volume>201</volume>, <fpage>35</fpage>&#x2013;<lpage>50</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.marchem.2017.06.009</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Boyd</surname> <given-names>P. W.</given-names>
</name>
<name>
<surname>Claustre</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Levy</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Siegel</surname> <given-names>D. A.</given-names>
</name>
<name>
<surname>Weber</surname> <given-names>T.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Multi-faceted particle pumps drive carbon sequestration in the ocean</article-title>. <source>Nature</source> <volume>568</volume>, <fpage>327</fpage>&#x2013;<lpage>335</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41586-019-1098-2</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Buesseler</surname> <given-names>K. O.</given-names>
</name>
<name>
<surname>Antia</surname> <given-names>A. N.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Fowler</surname> <given-names>S. W.</given-names>
</name>
<name>
<surname>Gardner</surname> <given-names>W. D.</given-names>
</name>
<name>
<surname>Gustafsson</surname> <given-names>O.</given-names>
</name>
<etal/>
</person-group>. (<year>2007</year>). <article-title>An assessment of the use of sediment traps for estimating upper ocean particle fluxes</article-title>. <source>J. Mar. Res.</source> <volume>65</volume>, <fpage>345</fpage>&#x2013;<lpage>416</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1357/002224007781567621</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Buesseler</surname> <given-names>K. O.</given-names>
</name>
<name>
<surname>Bacon</surname> <given-names>M. P.</given-names>
</name>
<name>
<surname>Cochran</surname> <given-names>J. K.</given-names>
</name>
<name>
<surname>Livingston</surname> <given-names>H. D.</given-names>
</name>
</person-group> (<year>1992</year>). <article-title>Carbon and nitrogen export during the JGOFS North Atlantic Bloom Experiment estimated from <sup>234</sup>Th:<sup>238</sup>U disequilibria</article-title>. <source>Deep Sea Res. Part A. Oceanogr. Res. Pap.</source> <volume>39</volume>, <fpage>1115</fpage>&#x2013;<lpage>1137</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/0198-0149(92)90060-7</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Buesseler</surname> <given-names>K. O.</given-names>
</name>
<name>
<surname>Benitez-Nelson</surname> <given-names>C. R.</given-names>
</name>
<name>
<surname>Moran</surname> <given-names>S. B.</given-names>
</name>
<name>
<surname>Burd</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Charette</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Cochran</surname> <given-names>J. K.</given-names>
</name>
<etal/>
</person-group>. (<year>2006</year>). <article-title>An assessment of particulate organic carbon to thorium-234 ratios in the ocean and their impact on the application of <sup>234</sup>Th as a POC flux proxy</article-title>. <source>Mar. Chem.</source> <volume>100</volume>, <fpage>213</fpage>&#x2013;<lpage>233</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.marchem.2005.10.013</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Buesseler</surname> <given-names>K. O.</given-names>
</name>
<name>
<surname>Boyd</surname> <given-names>P. W.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Shedding light on processes that control particle export and flux attenuation in the twilight zone of the open ocean</article-title>. <source>Limnol. Oceanogr.</source> <volume>54</volume>, <fpage>1210</fpage>&#x2013;<lpage>1232</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4319/lo.2009.54.4.1210</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Buesseler</surname> <given-names>K. O.</given-names>
</name>
<name>
<surname>Lampitt</surname> <given-names>R. S.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Introduction to &#x201c;Understanding the Ocean&#x2019;s biological pump: Results from VERTIGO.&#x201d; Deep Sea Res. Part II Top</article-title>. <source>Stud. Oceanogr.</source> <volume>55</volume>, <fpage>1519</fpage>&#x2013;<lpage>1521</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.dsr2.2008.04.009</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cai</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Dai</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Lv</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>W.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>An improvement in the small-volume technique for determining thorium-234 in seawater</article-title>. <source>Mar. Chem.</source> <volume>100</volume>, <fpage>282</fpage>&#x2013;<lpage>288</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.marchem.2005.10.016</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ceballos-Romero</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Buesseler</surname> <given-names>K. O.</given-names>
</name>
<name>
<surname>Villa-Alfageme</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Revisiting five decades of <sup>234</sup>Th data: a comprehensive global oceanic compilation</article-title>. <source>Earth Syst. Sci. Data</source> <volume>14</volume>, <fpage>2639</fpage>&#x2013;<lpage>2679</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5194/essd-14-2639-2022</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cochran</surname> <given-names>J. K.</given-names>
</name>
<name>
<surname>Masqu&#xe9;</surname> <given-names>P.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Short-lived U/Th series radionuclides in the ocean: tracers for scavenging rates, export fluxes and particle dynamics</article-title>. <source>Rev. Mineral. geochemistry</source> <volume>52</volume>, <fpage>461</fpage>&#x2013;<lpage>492</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.2113/0520461</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dilmahamod</surname> <given-names>A. F.</given-names>
</name>
<name>
<surname>Hermes</surname> <given-names>J. C.</given-names>
</name>
<name>
<surname>Reason</surname> <given-names>C. J. C.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Chlorophyll-a variability in the Seychelles&#x2013;Chagos Thermocline Ridge: Analysis of a coupled biophysical model</article-title>. <source>J. Mar. Syst.</source> <volume>154</volume>, <fpage>220</fpage>&#x2013;<lpage>232</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jmarsys.2015.10.011</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Djogi&#x107;</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Sipos</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Branica</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>1986</year>). <article-title>Characterization of uranium (VI) in seawater 1</article-title>. <source>Limnol. Oceanogr.</source> <volume>31</volume>, <fpage>1122</fpage>&#x2013;<lpage>1131</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4319/lo.1986.31.5.1122</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dunne</surname> <given-names>J. P.</given-names>
</name>
<name>
<surname>Sarmiento</surname> <given-names>J. L.</given-names>
</name>
<name>
<surname>Gnanadesikan</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>A synthesis of global particle export from the surface ocean and cycling through the ocean interior and on the seafloor</article-title>. <source>Global Biogeochem. Cycles</source> <volume>21</volume>, <fpage>GB4006</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1029/2006GB002907</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Engel</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Wagner</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Le Moigne</surname> <given-names>F. A. C.</given-names>
</name>
<name>
<surname>Wilson</surname> <given-names>S. T.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Particle export fluxes to the oxygen minimum zone of the eastern tropical North Atlantic</article-title>. <source>Biogeosciences</source> <volume>14</volume>, <fpage>1825</fpage>&#x2013;<lpage>1838</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5194/bg-14-1825-2017</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Falkowski</surname> <given-names>P. G.</given-names>
</name>
<name>
<surname>Barber</surname> <given-names>R. T.</given-names>
</name>
<name>
<surname>Smetacek</surname> <given-names>V.</given-names>
</name>
</person-group> (<year>1998</year>). <article-title>Biogeochemical controls and feedbacks on ocean primary production</article-title>. <source>Science</source> <volume>80- ). 281</volume>, <fpage>200</fpage>&#x2013;<lpage>206</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.281.5374.200</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Friedrich</surname> <given-names>J.</given-names>
</name>
<name>
<surname>van der Loeff</surname> <given-names>M. M. R.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>A two-tracer (<sup>210</sup>Po&#x2013;<sup>234</sup>Th) approach to distinguish organic carbon and biogenic silica export flux in the Antarctic Circumpolar Current</article-title>. <source>Deep Sea Res. Part I Oceanogr. Res. Pap.</source> <volume>49</volume>, <fpage>101</fpage>&#x2013;<lpage>120</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S0967-0637(01)00045-0</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>George</surname> <given-names>J. V.</given-names>
</name>
<name>
<surname>Nuncio</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Anilkumar</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Chacko</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Rajashekhar</surname> <given-names>D.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Seasonal surface chlorophyll a variability in the Seychelles&#x2013;Chagos thermocline ridge</article-title>. <source>Curr. Sci.</source> <volume>114</volume> (<issue>4</issue>), <fpage>868</fpage>&#x2013;<lpage>878</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.18520/cs/v114/i04/868-878</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<collab>Group S. W</collab>
</person-group> (<year>2007</year>). <article-title>GEOTRACES&#x2013;An international study of the global marine biogeochemical cycles of trace elements and their isotopes</article-title>. <source>Geochemistry</source> <volume>67</volume>, <fpage>85</fpage>&#x2013;<lpage>131</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.chemer.2007.02.001</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Henson</surname> <given-names>S. A.</given-names>
</name>
<name>
<surname>Sanders</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Madsen</surname> <given-names>E.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Global patterns in efficiency of particulate organic carbon export and transfer to the deep ocean</article-title>. <source>Global Biogeochem. Cycles</source> <volume>26</volume>, <fpage>GB1028</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1029/2011GB004099</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Henson</surname> <given-names>S. A.</given-names>
</name>
<name>
<surname>Sanders</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Madsen</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Morris</surname> <given-names>P. J.</given-names>
</name>
<name>
<surname>Le Moigne</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Quartly</surname> <given-names>G. D.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>A reduced estimate of the strength of the ocean&#x2019;s biological carbon pump</article-title>. <source>Geophys. Res. Lett.</source> <volume>38</volume>, <fpage>L04606</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1029/2011GL046735</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Honjo</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>1978</year>). <article-title>Sedimentation of materials in the Sargasso Sea at a 5,367 m deep station</article-title>. <source>Journal of Marine Research</source> <volume>36</volume>, <fpage>469</fpage>-<lpage>492</lpage>.</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Honjo</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Manganini</surname> <given-names>S. J.</given-names>
</name>
<name>
<surname>Krishfield</surname> <given-names>R. A.</given-names>
</name>
<name>
<surname>Francois</surname> <given-names>R.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Particulate organic carbon fluxes to the ocean interior and factors controlling the biological pump: A synthesis of global sediment trap programs since 1983</article-title>. <source>Prog. Oceanogr.</source> <volume>76</volume>, <fpage>217</fpage>&#x2013;<lpage>285</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.pocean.2007.11.003</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hung</surname> <given-names>C.-C.</given-names>
</name>
<name>
<surname>Gong</surname> <given-names>G.-C.</given-names>
</name>
<name>
<surname>Chou</surname> <given-names>W.-C.</given-names>
</name>
<name>
<surname>Chung</surname> <given-names>C.-C.</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>M.-A.</given-names>
</name>
<name>
<surname>Chang</surname> <given-names>Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2010</year>). <article-title>The effect of typhoon on particulate organic carbon flux in the southern East China Sea</article-title>. <source>Biogeosciences</source> <volume>7</volume>, <fpage>3007</fpage>&#x2013;<lpage>3018</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5194/bg-7-3007-2010</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Karnan</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Gautham</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Seasonal enhancement of phytoplankton biomass in the southern tropical Indian Ocean: Significance of meteorological and oceanography parameters</article-title>. <source>Oceanologia</source>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.oceano.2023.10.003</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>H. J.</given-names>
</name>
<name>
<surname>Hyeong</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Yoo</surname> <given-names>C. M.</given-names>
</name>
<name>
<surname>Khim</surname> <given-names>B. K.</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>K. H.</given-names>
</name>    <name>
<surname>Son</surname> <given-names>J. W.</given-names>
</name>
<etal/>
</person-group>. (<year>2012</year>). <article-title>Impact of strong El Ni&#xf1;o event, (1997/98 and 2009/10) on sinking particle fluxes in the 10 N thermocline ridge area of the northeastern equatorial Pacific</article-title>. <source>Deep Sea Res. Part I Oceanogr. Res. Pap.</source> <volume>67</volume>, <fpage>111</fpage>&#x2013;<lpage>120</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.dsr.2012.05.008</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Kang</surname> <given-names>J.-H.</given-names>
</name>
<name>
<surname>Rho</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Kang</surname> <given-names>H.-W.</given-names>
</name>
<name>
<surname>Kang</surname> <given-names>D.-J.</given-names>
</name>
<name>
<surname>Park</surname> <given-names>J.-H.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Mesozooplankton community variability in the Seychelles&#x2013;Chagos Thermocline Ridge in the western Indian Ocean</article-title>. <source>J. Mar. Syst.</source> <volume>225</volume>, <fpage>103649</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jmarsys.2021.103649</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Klein</surname> <given-names>S. A.</given-names>
</name>
<name>
<surname>Soden</surname> <given-names>B. J.</given-names>
</name>
<name>
<surname>Lau</surname> <given-names>N.-C.</given-names>
</name>
</person-group> (<year>1999</year>). <article-title>Remote sea surface temperature variations during ENSO: Evidence for a tropical atmospheric bridge</article-title>. <source>J. Clim.</source> <volume>12</volume>, <fpage>917</fpage>&#x2013;<lpage>932</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1175/1520-0442(1999)012&lt;0917:RSSTVD&gt;2.0.CO;2</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Knap</surname> <given-names>A. H.</given-names>
</name>
<name>
<surname>Michaels</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Close</surname> <given-names>A. R.</given-names>
</name>
<name>
<surname>Ducklow</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Dickson</surname> <given-names>A. G.</given-names>
</name>
</person-group> (<year>1996</year>). <article-title>Protocols for the joint global ocean flux study (JGOFS) core measurements</article-title>. <source>JGOFS Repr. IOC Manuals Guid. No. 29 UNESCO</source> <volume>1994</volume>, <fpage>19</fpage>. Available at: <uri xlink:href="http://epic.awi.de/17559/1/Kna1996a.pdf">http://epic.awi.de/17559/1/Kna1996a.pdf</uri>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lampitt</surname> <given-names>R. S.</given-names>
</name>
<name>
<surname>Boorman</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Brown</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Lucas</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Salter</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Sanders</surname> <given-names>R.</given-names>
</name>
<etal/>
</person-group>. (<year>2008</year>). <article-title>Particle export from the euphotic zone: Estimates using a novel drifting sediment trap, <sup>234</sup>Th and new production</article-title>. <source>Deep Sea Res. Part I Oceanogr. Res. Pap.</source> <volume>55</volume>, <fpage>1484</fpage>&#x2013;<lpage>1502</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.dsr.2008.07.002</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Laws</surname> <given-names>E. A.</given-names>
</name>
<name>
<surname>D&#x2019;Sa</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Naik</surname> <given-names>P.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Simple equations to estimate ratios of new or export production to total production from satellite-derived estimates of sea surface temperature and primary production</article-title>. <source>Limnol. Oceanogr. Methods</source> <volume>9</volume>, <fpage>593</fpage>&#x2013;<lpage>601</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4319/lom.2011.9.593</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Na</surname> <given-names>H.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Suppressed upwelling events in the Seychelles&#x2013;chagos thermocline ridge of the southwestern tropical Indian ocean</article-title>. <source>Ocean Sci. J.</source> <volume>57</volume>, <fpage>305</fpage>&#x2013;<lpage>313</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s12601-022-00075-x</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Le Moigne</surname> <given-names>F. A. C.</given-names>
</name>
<name>
<surname>Henson</surname> <given-names>S. A.</given-names>
</name>
<name>
<surname>Sanders</surname> <given-names>R. J.</given-names>
</name>
<name>
<surname>Madsen</surname> <given-names>E.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Global database of surface ocean particulate organic carbon export fluxes diagnosed from the 234 Th technique</article-title>. <source>Earth Syst. Sci. Data</source> <volume>5</volume>, <fpage>295</fpage>&#x2013;<lpage>304</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5194/essd-5-295-2013</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>L&#xe9;vy</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Shankar</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Andr&#xe9;</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Shenoi</surname> <given-names>S. S. C.</given-names>
</name>
<name>
<surname>Durand</surname> <given-names>F.</given-names>
</name>
<name>
<surname>de Boyer Mont&#xe9;gut</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Basin-wide seasonal evolution of the Indian Ocean&#x2019;s phytoplankton blooms</article-title>. <source>J. Geophys. Res. Ocean.</source> <volume>112</volume> (<issue>C12</issue>). doi:&#xa0;<pub-id pub-id-type="doi">10.1029/2007JC004090</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liao</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Du</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Zhan</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Summertime phytoplankton blooms and surface cooling in the western south equatorial Indian Ocean</article-title>. <source>J. Geophys. Res. Ocean.</source> <volume>119</volume>, <fpage>7687</fpage>&#x2013;<lpage>7704</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/2014JC010195</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ma</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Zeng</surname> <given-names>L.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Interannual variability of sea surface chlorophyll a in the southern tropical Indian Ocean: Local versus remote forcing</article-title>. <source>Deep Sea Res. Part I Oceanogr. Res. Pap.</source> <volume>190</volume>, <fpage>103914</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.dsr.2022.103914</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Masumoto</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Meyers</surname> <given-names>G.</given-names>
</name>
</person-group> (<year>1998</year>). <article-title>Forced Rossby waves in the southern tropical Indian Ocean</article-title>. <source>J. Geophys. Res. Ocean.</source> <volume>103</volume>, <fpage>27589</fpage>&#x2013;<lpage>27602</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1029/98JC02546</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>McCreary</surname> <given-names>J. P.</given-names>
</name>
<name>
<surname>Kundu</surname> <given-names>P. K.</given-names>
</name>
<name>
<surname>Molinari</surname> <given-names>R. L.</given-names>
</name>
</person-group> (<year>1993</year>). <article-title>A numerical investigation of dynamics, thermodynamics and mixed-layer processes in the Indian Ocean</article-title>. <source>Prog. Oceanogr.</source> <volume>31</volume>, <fpage>181</fpage>&#x2013;<lpage>244</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/0079-6611(93)90002-U</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>McPhaden</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Meyers</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Ando</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Masumoto</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Murty</surname> <given-names>V. S. N.</given-names>
</name>
<name>
<surname>Ravichandran</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2009</year>). <article-title>RAMA: the research moored array for African&#x2013;Asian&#x2013;Australian monsoon analysis and prediction*</article-title>. <source>Bull. Am. Meteorol. Soc</source> <volume>90</volume>, <fpage>459</fpage>&#x2013;<lpage>480</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1175/2008BAMS2608.1</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Murray</surname> <given-names>J. W.</given-names>
</name>
<name>
<surname>Paul</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Dunne</surname> <given-names>J. P.</given-names>
</name>
<name>
<surname>Chapin</surname> <given-names>T.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>
<sup>234</sup>Th, <sup>210</sup>Pb, <sup>210</sup>Po and stable Pb in the central equatorial Pacific: Tracers for particle cycling</article-title>. <source>Deep Sea Res. Part I Oceanogr. Res. Pap.</source> <volume>52</volume>, <fpage>2109</fpage>&#x2013;<lpage>2139</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.dsr.2005.06.016</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Owens</surname> <given-names>S. A.</given-names>
</name>
<name>
<surname>Buesseler</surname> <given-names>K. O.</given-names>
</name>
<name>
<surname>Lamborg</surname> <given-names>C. H.</given-names>
</name>
<name>
<surname>Valdes</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Lomas</surname> <given-names>M. W.</given-names>
</name>
<name>
<surname>Johnson</surname> <given-names>R. J.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>A new time series of particle export from neutrally buoyant sediments traps at the Bermuda Atlantic Time-series Study site</article-title>. <source>Deep Sea Res. Part I Oceanogr. Res. Pap.</source> <volume>72</volume>, <fpage>34</fpage>&#x2013;<lpage>47</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.dsr.2012.10.011</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Owens</surname> <given-names>S. A.</given-names>
</name>
<name>
<surname>Buesseler</surname> <given-names>K. O.</given-names>
</name>
<name>
<surname>Sims</surname> <given-names>K. W. W.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Re-evaluating the <sup>238</sup>U-salinity relationship in seawater: Implications for the <sup>238</sup>U&#x2013;<sup>234</sup>Th disequilibrium method</article-title>. <source>Mar. Chem.</source> <volume>127</volume>, <fpage>31</fpage>&#x2013;<lpage>39</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.marchem.2011.07.005</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Owens</surname> <given-names>S. A.</given-names>
</name>
<name>
<surname>Pike</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Buesseler</surname> <given-names>K. O.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Thorium-234 as a tracer of particle dynamics and upper ocean export in the Atlantic Ocean</article-title>. <source>Deep Sea Res. Part II Top. Stud. Oceanogr.</source> <volume>116</volume>, <fpage>42</fpage>&#x2013;<lpage>59</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.dsr2.2014.11.010</pub-id>
</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pike</surname> <given-names>S. M.</given-names>
</name>
<name>
<surname>Buesseler</surname> <given-names>K. O.</given-names>
</name>
<name>
<surname>Andrews</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Savoye</surname> <given-names>N.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Quantification of <sup>234</sup>Th recovery in small volume seawater samples by inductively coupled plasma-mass spectrometry</article-title>. <source>J. Radioanal. Nucl. Chem.</source> <volume>263</volume>, <fpage>355</fpage>&#x2013;<lpage>360</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10967-005-0062-9</pub-id>
</citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pondaven</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Ragueneau</surname> <given-names>O.</given-names>
</name>
<name>
<surname>Tr&#xe9;guer</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Hauvespre</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Dezileau</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Reyss</surname> <given-names>J. L.</given-names>
</name>
</person-group> (<year>2000</year>). <article-title>Resolving the &#x2018;opal paradox&#x2019;in the southern ocean</article-title>. <source>Nature</source> <volume>405</volume>, <fpage>168</fpage>&#x2013;<lpage>172</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/35012046</pub-id>
</citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Puigcorb&#xe9;</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Masqu&#xe9;</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Le Moigne</surname> <given-names>F. A. C.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Global database of ratios of particulate organic carbon to thorium-234 in the ocean: improving estimates of the biological carbon pump</article-title>. <source>Earth Syst. Sci. Data</source> <volume>12</volume>, <fpage>1267</fpage>&#x2013;<lpage>1285</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5194/essd-12-1267-2020</pub-id>
</citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rao</surname> <given-names>S. A.</given-names>
</name>
<name>
<surname>Behera</surname> <given-names>S. K.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Subsurface influence on SST in the tropical Indian Ocean: structure and interannual variability</article-title>. <source>Dyn. Atmos. Ocean.</source> <volume>39</volume>, <fpage>103</fpage>&#x2013;<lpage>135</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.dynatmoce.2004.10.014</pub-id>
</citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Resplandy</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Vialard</surname> <given-names>J.</given-names>
</name>
<name>
<surname>L&#xe9;vy</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Aumont</surname> <given-names>O.</given-names>
</name>
<name>
<surname>Dandonneau</surname> <given-names>Y.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Seasonal and intraseasonal biogeochemical variability in the thermocline ridge of the southern tropical Indian Ocean</article-title>. <source>J. Geophys. Res. Ocean.</source> <volume>114</volume>, <fpage>C07024</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1029/2008JC005246</pub-id>
</citation>
</ref>
<ref id="B53">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Richardson</surname> <given-names>T. L.</given-names>
</name>
<name>
<surname>Jackson</surname> <given-names>G. A.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Small phytoplankton and carbon export from the surface ocean</article-title>. <source>Science</source> <volume>315</volume> (<issue>5813</issue>), <fpage>838</fpage>&#x2013;<lpage>840</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.1133471</pub-id>
</citation>
</ref>
<ref id="B54">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Roca-Mart&#xed;</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Puigcorb&#xe9;</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Rutgers van der Loeff</surname> <given-names>M. M.</given-names>
</name>
<name>
<surname>Katlein</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Fern&#xe1;ndez-M&#xe9;ndez</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Peeken</surname> <given-names>I.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Carbon export fluxes and export efficiency in the central Arctic during the record sea-ice minimum in 2012: A joint <sup>234</sup>Th/<sup>238</sup>U and <sup>210</sup>Po/<sup>210</sup>Pb study</article-title>. <source>J. Geophys. Res. Ocean.</source> <volume>121</volume>, <fpage>5030</fpage>&#x2013;<lpage>5049</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/2016JC011816</pub-id>
</citation>
</ref>
<ref id="B55">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sabine</surname> <given-names>C. L.</given-names>
</name>
<name>
<surname>Feely</surname> <given-names>R. A.</given-names>
</name>
<name>
<surname>Gruber</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Key</surname> <given-names>R. M.</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Bullister</surname> <given-names>J. L.</given-names>
</name>
<etal/>
</person-group>. (<year>2004</year>). <article-title>The oceanic sink for anthropogenic CO2</article-title>. <source>Science</source> <volume>80-. ). 305</volume>, <fpage>367</fpage>&#x2013;<lpage>371</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.1097403</pub-id>
</citation>
</ref>
<ref id="B56">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sanders</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Brown</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Henson</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Lucas</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>New production in the Irminger Basin during 2002</article-title>. <source>J. Mar. Syst.</source> <volume>55</volume>, <fpage>291</fpage>&#x2013;<lpage>310</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jmarsys.2004.09.002</pub-id>
</citation>
</ref>
<ref id="B57">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schott</surname> <given-names>F. A.</given-names>
</name>
<name>
<surname>McCreary</surname> <given-names>J. P.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>The monsoon circulation of the Indian Ocean</article-title>. <source>Prog. Oceanogr.</source> <volume>51</volume>, <fpage>1</fpage>&#x2013;<lpage>123</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S0079-6611(01)00083-0</pub-id>
</citation>
</ref>
<ref id="B58">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schott</surname> <given-names>F. A.</given-names>
</name>
<name>
<surname>Xie</surname> <given-names>S.-P.</given-names>
</name>
<name>
<surname>McCreary</surname> <given-names>J. P.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Indian Ocean circulation and climate variability</article-title>. <source>Rev. Geophys</source> <volume>47</volume>, <fpage>RG1002</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1029/2007RG000245</pub-id>
</citation>
</ref>
<ref id="B59">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shih</surname> <given-names>Y.-Y.</given-names>
</name>
<name>
<surname>Hung</surname> <given-names>C.-C.</given-names>
</name>
<name>
<surname>Gong</surname> <given-names>G.-C.</given-names>
</name>
<name>
<surname>Chung</surname> <given-names>W.-C.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y.-H.</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>I.-H.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>Enhanced particulate organic carbon export at eddy edges in the oligotrophic Western North Pacific Ocean</article-title>. <source>PloS One</source> <volume>10</volume>, <elocation-id>e0131538</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0131538</pub-id>
</citation>
</ref>
<ref id="B60">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sreeush</surname> <given-names>M. G.</given-names>
</name>
<name>
<surname>Valsala</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Pentakota</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Prasad</surname> <given-names>K. V. S. R.</given-names>
</name>
<name>
<surname>Murtugudde</surname> <given-names>R.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Biological production in the Indian Ocean upwelling zones&#x2013;Part 1: refined estimation via the use of a variable compensation depth in ocean carbon models</article-title>. <source>Biogeosciences</source> <volume>15</volume>, <fpage>1895</fpage>&#x2013;<lpage>1918</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5194/bg-15-1895-2018</pub-id>
</citation>
</ref>
<ref id="B61">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sreeush</surname> <given-names>M. G.</given-names>
</name>
<name>
<surname>Valsala</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Santanu</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Pentakota</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Prasad</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Naidu</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Biological production in the Indian Ocean upwelling zones-Part 2: Data based estimates of variable compensation depth for ocean carbon models via cyclo-stationary Bayesian Inversion</article-title>. <source>Deep Sea Res. Part II Top. Stud. Oceanogr.</source> <volume>179</volume>, <fpage>104619</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.dsr2.2019.07.007</pub-id>
</citation>
</ref>
<ref id="B62">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stewart</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Cochran</surname> <given-names>J. K.</given-names>
</name>
<name>
<surname>Miquel</surname> <given-names>J. C.</given-names>
</name>
<name>
<surname>Masqu&#xe9;</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Szlosek</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Baena</surname> <given-names>A. M. R.</given-names>
</name>
<etal/>
</person-group>. (<year>2007</year>). <article-title>Comparing POC export from <sup>234</sup>Th/<sup>238</sup>U and <sup>210</sup>Po/<sup>210</sup>Pb disequilibria with estimates from sediment traps in the northwest Mediterranean</article-title>. <source>Deep Sea Res. Part I Oceanogr. Res. Pap.</source> <volume>54</volume>, <fpage>1549</fpage>&#x2013;<lpage>1570</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.dsr.2007.06.005</pub-id>
</citation>
</ref>
<ref id="B63">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Subha Anand</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Rengarajan</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Sarma</surname> <given-names>V.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>
<sup>234</sup>Th-based carbon export flux along the Indian GEOTRACES GI02 section in the Arabian Sea and the Indian Ocean</article-title>. <source>Global Biogeochem. Cycles</source> <volume>32</volume>, <fpage>417</fpage>&#x2013;<lpage>436</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/2017GB005847</pub-id>
</citation>
</ref>
<ref id="B64">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Subha Anand</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Rengarajan</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Sarma</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Sudheer</surname> <given-names>A. K.</given-names>
</name>
<name>
<surname>Bhushan</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>S. K.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Spatial variability of upper ocean POC export in the Bay of Bengal and the Indian Ocean determined using particle-reactive <sup>234</sup>Th</article-title>. <source>J. Geophys. Res. Ocean.</source> <volume>122</volume>, <fpage>3753</fpage>&#x2013;<lpage>3770</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/2016JC012639</pub-id>
</citation>
</ref>
<ref id="B65">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thomalla</surname> <given-names>S. J.</given-names>
</name>
<name>
<surname>Poulton</surname> <given-names>A. J.</given-names>
</name>
<name>
<surname>Sanders</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Turnewitsch</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Holligan</surname> <given-names>P. M.</given-names>
</name>
<name>
<surname>Lucas</surname> <given-names>M. I.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Variable export fluxes and efficiencies for calcite, opal, and organic carbon in the Atlantic Ocean: A ballast effect in action</article-title>? <source>Global Biogeochem. Cycles</source> <volume>22</volume>, <fpage>GB1010</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1029/2007GB002982</pub-id>
</citation>
</ref>
<ref id="B66">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Verdeny</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Masqu&#xe9;</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Garcia-Orellana</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Hanfland</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Cochran</surname> <given-names>J. K.</given-names>
</name>
<name>
<surname>Stewart</surname> <given-names>G. M.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>POC export from ocean surface waters by means of <sup>234</sup>Th/<sup>238</sup>U and <sup>210</sup>Po/<sup>210</sup>Pb disequilibria: A review of the use of two radiotracer pairs</article-title>. <source>Deep Sea Res. Part II Top. Stud. Oceanogr.</source> <volume>56</volume>, <fpage>1502</fpage>&#x2013;<lpage>1518</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.dsr2.2008.12.018</pub-id>
</citation>
</ref>
<ref id="B67">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vinayachandran</surname> <given-names>P. N. M.</given-names>
</name>
<name>
<surname>Masumoto</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Roberts</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Huggett</surname> <given-names>J. A.</given-names>
</name>
<name>
<surname>Halo</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Chatterjee</surname> <given-names>A.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Reviews and syntheses: Physical and biogeochemical processes associated with upwelling in the Indian Ocean</article-title>. <source>Biogeosciences</source> <volume>18</volume>, <fpage>5967</fpage>&#x2013;<lpage>6029</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5194/bg-18-5967-2021</pub-id>
</citation>
</ref>
<ref id="B68">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Waples</surname> <given-names>J. T.</given-names>
</name>
<name>
<surname>Benitez-Nelson</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Savoye</surname> <given-names>N.</given-names>
</name>
<name>
<surname>van der Loeff</surname> <given-names>M. R.</given-names>
</name>
<name>
<surname>Baskaran</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Gustafsson</surname> <given-names>&#xd6;.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>An introduction to the application and future use of <sup>234</sup>Th in aquatic systems</article-title>. <source>Mar. Chem.</source> <volume>100</volume>, <fpage>166</fpage>&#x2013;<lpage>189</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.marchem.2005.10.011</pub-id>
</citation>
</ref>
<ref id="B69">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wei</surname> <given-names>C.-L.</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>S.-Y.</given-names>
</name>
<name>
<surname>Sheu</surname> <given-names>D.-D.</given-names>
</name>
<name>
<surname>Chou</surname> <given-names>W.-C.</given-names>
</name>
<name>
<surname>Yi</surname> <given-names>M.-C.</given-names>
</name>
<name>
<surname>Santschi</surname> <given-names>P. H.</given-names>
</name>
<etal/>
</person-group>. (<year>2011</year>). <article-title>Particle-reactive radionuclides (<sup>234</sup>Th, <sup>210</sup>Pb, <sup>210</sup>Pb) as tracers for the estimation of export production in the South China Sea</article-title>. <source>Biogeosciences</source> <volume>8</volume>, <fpage>3793</fpage>&#x2013;<lpage>3808</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5194/bg-8-3793-2011</pub-id>
</citation>
</ref>
<ref id="B70">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Westberry</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Behrenfeld</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Siegel</surname> <given-names>D. A.</given-names>
</name>
<name>
<surname>Boss</surname> <given-names>E.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Carbon-based primary productivity modeling with vertically resolved photoacclimation</article-title>. <source>Global Biogeochem. Cycles</source> <volume>22</volume>, <fpage>GB2024</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1029/2007GB003078</pub-id>
</citation>
</ref>
<ref id="B71">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Woodberry</surname> <given-names>K. E.</given-names>
</name>
<name>
<surname>Luther</surname> <given-names>M. E.</given-names>
</name>
<name>
<surname>O&#x2019;Brien</surname> <given-names>J. J.</given-names>
</name>
</person-group> (<year>1989</year>). <article-title>The wind-driven seasonal circulation in the southern tropical Indian Ocean</article-title>. <source>J. Geophys. Res. Ocean.</source> <volume>94</volume>, <fpage>17985</fpage>&#x2013;<lpage>18002</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1029/JC094iC12p17985</pub-id>
</citation>
</ref>
<ref id="B72">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xie</surname> <given-names>S.-P.</given-names>
</name>
<name>
<surname>Annamalai</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Schott</surname> <given-names>F. A.</given-names>
</name>
<name>
<surname>McCreary</surname> <given-names>J. P.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>Structure and mechanisms of South Indian Ocean climate variability</article-title>. <source>J. Clim.</source> <volume>15</volume>, <fpage>864</fpage>&#x2013;<lpage>878</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1175/1520-0442(2002)015&lt;0864:SAMOSI&gt;2.0.CO;2</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>