<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing with OASIS Tables v3.0 20080202//EN" "https://jats.nlm.nih.gov/nlm-dtd/publishing/3.0/journalpub-oasis3.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:oasis="http://docs.oasis-open.org/ns/oasis-exchange/table" xml:lang="en" dtd-version="3.0" article-type="research-article">
  <front>
    <journal-meta><journal-id journal-id-type="publisher">BG</journal-id><journal-title-group>
    <journal-title>Biogeosciences</journal-title>
    <abbrev-journal-title abbrev-type="publisher">BG</abbrev-journal-title><abbrev-journal-title abbrev-type="nlm-ta">Biogeosciences</abbrev-journal-title>
  </journal-title-group><issn pub-type="epub">1726-4189</issn><publisher>
    <publisher-name>Copernicus Publications</publisher-name>
    <publisher-loc>Göttingen, Germany</publisher-loc>
  </publisher></journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.5194/bg-23-7397-2026</article-id><title-group><article-title>Timing of the anthropogenic carbon invasion  in the Southern California Current</article-title><alt-title>Timing of the anthropogenic carbon invasion in the Southern California Current</alt-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="no" rid="aff1 aff3">
          <name><surname>Contreras-Pacheco</surname><given-names>Yéssica Vanessa</given-names></name>
          
        <ext-link>https://orcid.org/0000-0002-8608-7148</ext-link></contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1 aff2">
          <name><surname>Abella-Gutiérrez</surname><given-names>Jose Luis</given-names></name>
          
        <ext-link>https://orcid.org/0000-0002-0220-3798</ext-link></contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1 aff3">
          <name><surname>Vallejo-Espinosa</surname><given-names>Gerardo</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="yes" rid="aff1">
          <name><surname>Herguera-García</surname><given-names>Juan Carlos</given-names></name>
          <email>herguera@cicese.mx</email>
        <ext-link>https://orcid.org/0000-0001-8335-2607</ext-link></contrib>
        <aff id="aff1"><label>1</label><institution>Division of Oceanography, Center for Scientific Research and Higher Education of Ensenada (CICESE), Ensenada, Mexico</institution>
        </aff>
        <aff id="aff2"><label>2</label><institution>Jackson School of Geosciences, The University of Texas at Austin, Austin, TX, USA</institution>
        </aff>
        <aff id="aff3"><label>3</label><institution>Materials, Water and Energy Research Laboratory, Department of Engineering, University of Guadalajara (UdeG), Tepatitlán de Morelos, Mexico</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">Juan Carlos Herguera-García (herguera@cicese.mx)</corresp></author-notes><pub-date><day>23</day><month>October</month><year>2026</year></pub-date>
      
      <volume>23</volume>
      <issue>20</issue>
      <fpage>7397</fpage><lpage>7409</lpage>
      <history>
        <date date-type="received"><day>29</day><month>November</month><year>2025</year></date>
           <date date-type="rev-request"><day>15</day><month>December</month><year>2025</year></date>
           <date date-type="rev-recd"><day>26</day><month>August</month><year>2026</year></date>
           <date date-type="accepted"><day>9</day><month>September</month><year>2026</year></date>
      </history>
      <permissions>
        <copyright-statement>Copyright: © 2026 Yéssica Vanessa Contreras-Pacheco et al.</copyright-statement>
        <copyright-year>2026</copyright-year>
      <license license-type="open-access"><license-p>This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link></license-p></license></permissions><self-uri xlink:href="https://bg.copernicus.org/articles/23/7397/2026/bg-23-7397-2026.html">This article is available from https://bg.copernicus.org/articles/23/7397/2026/bg-23-7397-2026.html</self-uri><self-uri xlink:href="https://bg.copernicus.org/articles/23/7397/2026/bg-23-7397-2026.pdf">The full text article is available as a PDF file from https://bg.copernicus.org/articles/23/7397/2026/bg-23-7397-2026.pdf</self-uri>
      <abstract><title>Abstract</title>

      <p id="d2e124">The Eastern Boundary Upwelling Systems (EBUS), such as the Southern California Current System (CCS), are well-known high-productivity regions driven by alongshore winds, although their role as oceanic sources and sinks of atmospheric CO<sub>2</sub> in the global carbon cycle is poorly understood. In the southern CCS, off Baja California, wind-driven vertical mixing upwells nutrient and carbon-rich waters from late winter to early summer, while weaker winds during the rest of the year allow the intrusion of nutrients and carbon-depleted subtropical surface waters. Here, we interpret the isotopic composition of organic carbon and calcitic records spanning <inline-formula><mml:math id="M2" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 160 years from high-resolution sediment cores collected off Baja California, showing a clear trend toward lighter carbon isotopic compositions of the organic and inorganic carbon for the past seven decades. These trends are similar to the atmospheric records associated with the <sup>13</sup>C Suess effect, suggesting an atmospheric carbon invasion into the surface waters of the California Current. Nevertheless, the slope of the atmospheric carbon isotopic records is steeper than our marine record, most likely related to the upward mixing of subsurface waters with a relatively heavier carbon isotopic signature and advection processes inherent to the strong seasonality of the CCS southern boundary. These results will allow a better characterization of the relative role of the EBUS regions in the global carbon cycle.</p>
  </abstract>
    
<funding-group>
<award-group id="gs1">
<funding-source>Secretaría de Ciencia, Humanidades, Tecnología e Innovación</funding-source>
<award-id>n/a</award-id>
</award-group>
</funding-group>
</article-meta>
  </front>
<body>
      

<sec id="Ch1.S1" sec-type="intro">
  <label>1</label><title>Introduction</title>
      <p id="d2e161">Over recent decades, the ocean has absorbed approximately 25 %–26 % of anthropogenic CO<sub>2</sub> emissions from fossil fuel combustion, cement production, and land use changes, among others (Friedlingstein et al., 2025). This uptake has slowed down the increase of atmospheric CO<sub>2</sub> concentrations, reducing the magnitude of the anthropogenically driven climate warming (Fung et al., 2005), and lowered the pH in surface waters with important implications for ocean acidification and marine ecosystems (Feely et al., 2004). The CO<sub>2</sub> exchange between the ocean and the atmosphere is driven by a combination of physical and biogeochemical processes, making an accurate sea–air CO<sub>2</sub> flux assessment challenging. A better understanding of these processes is necessary to improve our knowledge of the biogeochemical cycles, notably the carbon cycle, which has implications for climate change and ocean acidification (Wanninkhof et al., 2013). In this context, studies of EBUS play a key role in modulating regional air-sea CO<sub>2</sub> exchange. Studies have shown that these systems can act as either carbon sources or sinks, depending on the season, latitude, El Niño and La Niña events, and the arrival of marine heatwaves (Brady et al., 2019; Chikamoto and DiNezio, 2021; Feely et al., 2008; Frazão et al., 2025; Lachkar et al., 2024; Lefèvre et al., 2023; Osborne et al., 2020), making their representation in global carbon models particularly challenging.</p>
      <p id="d2e209">The CO<sub>2</sub> released from fossil fuel combustion has a carbon isotopic composition (<inline-formula><mml:math id="M10" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C) value of <inline-formula><mml:math id="M11" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>26 ‰ to <inline-formula><mml:math id="M12" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>28 ‰, leading to a decline in the atmospheric <inline-formula><mml:math id="M13" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C values from approximately <inline-formula><mml:math id="M14" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>7 ‰ to <inline-formula><mml:math id="M15" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>8.7 ‰ (Rubino et al., 2019). This phenomenon, known as the <sup>13</sup>C Suess effect (Keeling et al., 1979) is transferred to the ocean through air-sea exchange, and surface and subsurface water masses are the most affected by this perturbation, altering the global oceanic <inline-formula><mml:math id="M17" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C distribution (Eide et al., 2017). Therefore, the <inline-formula><mml:math id="M18" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C of dissolved inorganic carbon (<inline-formula><mml:math id="M19" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub>) in surface waters is a useful tracer of oceanic uptake of anthropogenic CO<sub>2</sub> (hereafter referred to as C<sub>ant</sub> uptake) (Sarmiento and Gruber, 2002), and has been previously used to evaluate the uptake and distribution of anthropogenic CO<sub>2</sub> in EBUS (Aguilera et al., 2020; Racapé et al., 2013).</p>
      <p id="d2e351">In the surface ocean, biological processes preferentially take up the lighter isotope (<sup>12</sup>C), shifting its <inline-formula><mml:math id="M25" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> towards relatively heavier values, and thermodynamic processes tend to make the <inline-formula><mml:math id="M27" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> values in cold waters moderately heavier than those in warm waters via air-sea exchange (Gruber et al., 1999). On the other hand, the uptake of atmospheric carbon by the surface ocean is progressively shifting its <inline-formula><mml:math id="M29" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> towards lighter values. Gruber et al. (1999) reported a 15-year-long decrease in <inline-formula><mml:math id="M31" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C of <inline-formula><mml:math id="M32" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.25 ‰ per year at the time series station near Bermuda. Depth-integrated analysis from the Atlantic, Indian, and Pacific oceans also shows a decrease in the surface ocean <inline-formula><mml:math id="M33" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> for the past few decades (Quay et al., 2003, 2007, 2017).</p>
      <p id="d2e462">A high absolute variability in the <inline-formula><mml:math id="M35" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> has been observed in the Pacific Ocean basin, linked to the spatiotemporal heterogeneity in CO<sub>2</sub>concentrations, phytoplankton growth rates, and biological production, all influenced by ocean mixing processes (Tagliabue and Bopp, 2008).</p>
      <p id="d2e495">Studies in EBUS – such as the California, Humboldt, and Benguela Currents – have shown that <inline-formula><mml:math id="M38" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> exhibits marked seasonal and regional variability. During active upwelling periods (spring–summer), the upward transport of CO<sub>2</sub>-rich subsurface waters leads to enhanced primary productivity and remineralization, resulting in lower surface <inline-formula><mml:math id="M41" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> values. Conversely, during periods of weaker upwelling, biological fixation of carbon tends to dominate, resulting in relatively higher <inline-formula><mml:math id="M43" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> signatures (DeVries, 2014; Ge et al., 2022; Olsen et al., 2020). For instance, in the Humboldt Current System, intensified upwelling events have been associated with lower Sea Surface Temperature (SST) and repeated episodes of <inline-formula><mml:math id="M45" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> depletion, consistent with increased contributions of remineralized carbon and reduced biological uptake during these events (Ge et al., 2022).</p>
      <p id="d2e588">However, these studies are based on relatively short-term observations that began after significant fossil fuel–derived carbon had already entered the system, complicating efforts to assess the timing and magnitude of oceanic uptake. To better understand the ocean's response to increasing fossil fuel emissions since the late 19th century, it is necessary to rely on paleoceanographic proxies, as instrumental records are too recent to capture long-term trends (Berger et al., 1982). Planktic foraminifera incorporate DIC from seawater into their calcite shells in near equilibrium with the ambient <inline-formula><mml:math id="M47" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> of their preferred surface ocean habitats, typically within the upper tens of meters of the water column. This process leaves a stable isotopic signature in their shells that is preserved in sediments and widely used to reconstruct past ocean circulation, carbon reservoir exchange, surface productivity, and nutrient dynamics (Broecker and Peng, 1987; Fairbanks and Wiebe, 1980; Gruber et al., 1999).</p>
      <p id="d2e611">The different preferred depth habitats of planktic foraminifera have allowed for the reconstruction of the vertical water column stratification of the ocean by using geochemical proxies for temperature (<inline-formula><mml:math id="M49" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">18</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>O, <inline-formula><mml:math id="M50" display="inline"><mml:mrow class="chem"><mml:mi mathvariant="normal">Mg</mml:mi><mml:mo>/</mml:mo><mml:mi mathvariant="normal">Ca</mml:mi></mml:mrow></mml:math></inline-formula>) and for carbon proxies (<inline-formula><mml:math id="M51" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C) between near-surface and deeper-dwelling species (Berger, 1971; Emiliani, 1954; Fairbanks and Wiebe, 1980; Ravelo and Fairbanks, 1992; Sautter and Thunell, 1991; Wefer and Berger, 1991). In addition, the organic carbon <inline-formula><mml:math id="M52" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>OC</sub> also serves as a valuable proxy, as it reflects the photosynthetic conditions under which carbon was fixed, offering insights into past surface CO<sub>2</sub> air-sea exchange processes (Tagliabue and Bopp, 2008; Verwega et al., 2021).</p>
      <p id="d2e678">The isotopic composition of the organic carbon preserved, mostly derived from phytoplankton, is linked to their physiological function (Young et al., 2013) through the fractionation of preferentially lighter <sup>12</sup>C due to the kinetics of enzymatic processes. <inline-formula><mml:math id="M56" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> and <inline-formula><mml:math id="M58" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>OC</sub> provide complementary information on carbon cycle processes and ocean-atmosphere interactions across multiple timescales. This study uses the ratio of stable isotopes for two phases of carbon, calcite in two species of planktic foraminifera living at different depths, and organic carbon preserved in marine laminated sediments from San Lazaro Basin (SLB), off Baja California, to evaluate the carbon balance between the atmosphere and surface waters in the southern domain of the CCS since the preindustrial era.</p>
</sec>
<sec id="Ch1.S2">
  <label>2</label><title>Materials and methods</title>
<sec id="Ch1.S2.SS1">
  <label>2.1</label><title>Site description</title>
      <p id="d2e745">SLB, sometimes referred to as the Soledad Basin (Soutar and Isaacs, 1974; Van Geen et al., 1995) is located off the western edge of the continental shelf off the Baja California Peninsula (25°10<sup>′</sup> N, 112°45<sup>′</sup> W) (Fig. 1). SLB is situated below the dynamic boundary between the cooler and slightly fresher CCS waters advected from the north and the relatively warmer and saltier tropical and subtropical waters from the south (Abella-Gutiérrez and Herguera, 2016). The warmer and saltier tropical and subtropical waters are associated with the poleward advection of the California surface Countercurrent close to the coast (also known as Davidson Current), whereas the subsurface nutrient- and carbon-enriched, oxygen-depleted waters originate in the equatorial region and are transported by the California Undercurrent (CUC) (Hickey, 1979).</p>
      <p id="d2e766">The CCS shows a strong seasonality, characterized by an intensification of the equatorward alongshore winds during spring to early summer that intensifies the advection of the northern cooler and fresher waters of the CC and the upwelling of nutrient and carbon-enriched waters from the subsurface that fuels biological productivity (Lynn and Simpson, 1987; Sverdrup and Allen, 1939) and carbon export (Abella‐Gutiérrez et al., 2020; Abella-Gutiérrez and Herguera, 2016). From late summer to early winter, the relaxation of the winds retreats the CC, which allows the invasion of warm stratified Tropical and Subtropical waters in the region, which reduces the biological productivity and carbon export (Durazo, 2015).</p>
      <p id="d2e770">This seasonality is enhanced or weakened at different timescales, from interannual to multidecadal, as happens during La Niña-like conditions that extend the spring upwelling and El Niño-like conditions that enhance stratification throughout the year (Abella‐Gutiérrez et al., 2020; Durazo, 2015; O'Mara et al., 2019).</p>

      <fig id="F1" specific-use="star"><label>Figure 1</label><caption><p id="d2e776">Localization of SLB, Baja California Sur, Mexico. The image was generated from GeoMapApp using the Global Multi-Resolution Topography (Ryan, et al., 2009) with modifications.</p></caption>
          <graphic xlink:href="https://bg.copernicus.org/articles/23/7397/2026/bg-23-7397-2026-f01.jpg"/>

        </fig>

      <p id="d2e785">SLB has a maximum depth of <inline-formula><mml:math id="M62" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 540 m and is enclosed along its western margin by an uplifted branch of the Tosco-Abreojos fault system, forming a topographic barrier with depths of around 100 m that is interrupted in the southern part by a narrow sill at 350 m depth. The reduced ventilation over the sill, the oxygen-depleted waters of the CUC entering the basin through these depths, and the high productivity help to maintain the suboxic conditions on the seafloor that prevent bioturbation and enhance the preservation of the laminated sediments accumulating on its bottom (Juillet-Leclerc and Schrader, 1987; Phleger and Soutar, 1973; Thunell, 1998; Van Geen et al., 1995).</p>
</sec>
<sec id="Ch1.S2.SS2">
  <label>2.2</label><title>Sample collection</title>
      <p id="d2e803">Two box cores (SALA11-E19MC-1 and BAP96-6C) were collected (Table 1) from the deepest part of the basin, with a Soutar-type box core that recovered a well-preserved sediment-water interface. We made further use of the top section of the Kasten core (PCM00-78K), which was previously employed in earlier studies, to describe the CCS, SST, and paleoproductivity variability (Abella‐Gutiérrez et al., 2020; Abella-Gutiérrez and Herguera, 2016; O'Mara et al., 2019) to extend the record back to the preindustrial era.</p>
      <p id="d2e806">After recovery, the cores were refrigerated until sampling in the lab, where they were cut into 2 cm slabs along the depth axis. Several slabs were archived and X-radiographed, and the rest were continuously sampled perpendicular to the depth axis at 2–3 mm resolution, roughly translating into 1–4 year time slices.</p>
      <p id="d2e809">Two species of planktic foraminifera preserved in the sediments were selected for analysis: <italic>Neogloboquadrina dutertrei</italic> and <italic>Globigerinoides ruber</italic>. Whereas <italic>N. dutertrei</italic> is a non-spinose species mostly found within the upper seasonal thermocline, usually closely associated with the depth of the chlorophyll maximum in the CC (Field, 2004; Sautter and Thunell, 1991; Spindler et al., 1984), <italic>G. ruber</italic> is a spinose species known to host symbionts under relatively high-light conditions and to occupy a near-surface niche in the water column, where it is consistently found (Gastrich and Bartha, 1988).</p>

<table-wrap id="T1" specific-use="star"><label>Table 1</label><caption><p id="d2e828">Localization and year of the collected cores in SLB.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="6">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="center"/>
     <oasis:colspec colnum="3" colname="col3" align="center"/>
     <oasis:colspec colnum="4" colname="col4" align="center"/>
     <oasis:colspec colnum="5" colname="col5" align="center"/>
     <oasis:colspec colnum="6" colname="col6" align="left"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">Core</oasis:entry>
         <oasis:entry colname="col2">Latitude</oasis:entry>
         <oasis:entry colname="col3">Longitude</oasis:entry>
         <oasis:entry colname="col4">Depth</oasis:entry>
         <oasis:entry colname="col5">Year</oasis:entry>
         <oasis:entry colname="col6">Type</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">SALA11-E19MC-1</oasis:entry>
         <oasis:entry colname="col2">25.1961° N</oasis:entry>
         <oasis:entry colname="col3">112.7986° W</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M63" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>540 m</oasis:entry>
         <oasis:entry colname="col5">2011</oasis:entry>
         <oasis:entry colname="col6">Soutar box core</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">PCM00-78K</oasis:entry>
         <oasis:entry colname="col2">25.1883° N</oasis:entry>
         <oasis:entry colname="col3">112.6783° W</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M64" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>540 m</oasis:entry>
         <oasis:entry colname="col5">2000</oasis:entry>
         <oasis:entry colname="col6">Kasten</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">BAP96-6C</oasis:entry>
         <oasis:entry colname="col2">25.2163° N</oasis:entry>
         <oasis:entry colname="col3">112.7333° W</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M65" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>528 m</oasis:entry>
         <oasis:entry colname="col5">1996</oasis:entry>
         <oasis:entry colname="col6">Soutar box core</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

</sec>
<sec id="Ch1.S2.SS3">
  <label>2.3</label><title>Stable isotopic determinations on carbonates and organic carbon</title>
      <p id="d2e969">To determine the <inline-formula><mml:math id="M66" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>calc</sub>, we used selected planktic foraminifera from cores SALA11-E19MC-1 and BAP96-6C. Freeze-dried samples were disaggregated in a solution of sodium hexametaphosphate. The sediment was washed through a 64 <inline-formula><mml:math id="M68" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>m sieve mesh and then transferred and treated with a 3 % hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>) in an ultrasonic bath for 3 min to help disaggregate the sediment samples to pick planktic foraminifera.</p>
      <p id="d2e1018">Once dried, we handpicked specimens of planktic foraminifera <italic>N. dutertrei</italic> and <italic>G. ruber</italic> from the 250–350 <inline-formula><mml:math id="M71" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>m fraction; the number of specimens per species is approximately 14 shells needed to weigh a minimum total of 140 <inline-formula><mml:math id="M72" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>g of carbonate per sample. These were placed in Exetainer tubes and dried at 110 °C for 24 h. Once at room temperature, the air was evacuated with ultra-pure helium (99.99 %).</p>
      <p id="d2e1043">After closing the Exetainer, we injected <inline-formula><mml:math id="M73" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 0.05 mL of 99 % orthophosphoric acid to dissolve the foraminifera tests, and the resulting carbon dioxide was carried with He to a gas chromatograph (GasBench II<sup>®</sup>) coupled to a DeltaPlus Advantage<sup>®</sup> mass. Each run of 45 samples was accompanied by two international reference standards, NBS19 and LSVEC, and laboratory internal references. The average precision from certified values during the runs was <inline-formula><mml:math id="M74" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">0.06</mml:mn></mml:mrow></mml:math></inline-formula> ‰ for <inline-formula><mml:math id="M75" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C for both standards and four internal laboratory standards. Results are reported as <inline-formula><mml:math id="M76" display="inline"><mml:mi mathvariant="italic">δ</mml:mi></mml:math></inline-formula> values with reference to the international standard VPDB.

            <disp-formula id="Ch1.E1" content-type="numbered"><label>1</label><mml:math id="M77" display="block"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup><mml:mi>C</mml:mi><mml:mfenced close=")" open="("><mml:mi mathvariant="normal">‰</mml:mi></mml:mfenced><mml:mo>=</mml:mo><mml:mfenced close=")" open="("><mml:mrow><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mi mathvariant="normal">sample</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mi mathvariant="normal">standard</mml:mi></mml:msub></mml:mrow></mml:mfrac></mml:mstyle><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:mfenced><mml:mo>×</mml:mo><mml:mn mathvariant="normal">1000</mml:mn></mml:mrow></mml:math></disp-formula>

          Where <inline-formula><mml:math id="M78" display="inline"><mml:mi>R</mml:mi></mml:math></inline-formula> is the <inline-formula><mml:math id="M79" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">13</mml:mn></mml:msup><mml:mi mathvariant="normal">C</mml:mi><mml:msup><mml:mo>/</mml:mo><mml:mn mathvariant="normal">12</mml:mn></mml:msup><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula> ratio, and the “standard” refers to PDB belemnite.</p>
      <p id="d2e1156">To determine the <inline-formula><mml:math id="M80" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>Corg</sub> in the sediment samples, we analyzed 330 samples from the three cores described above. Samples were freeze-dried, and the carbonate component was dissolved with dilute hydrochloric acid (HCl). We added deionized water and centrifuged the samples to discard the supernatant, after which these were dried and encapsulated to determine their <inline-formula><mml:math id="M82" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>Corg</sub> composition.</p>
      <p id="d2e1200">Samples were loaded in a carousel and combusted in an oxygen atmosphere in a COSTECH elemental analyzer coupled to a Thermo DeltaV Advantage IR mass spectrometer in the <italic>Laboratorio de Isótopos Estables</italic> (LIE) at CICESE. Each run of 30 samples was accompanied by international reference standards USGS 40 (L-glutamic acid) and Sucrose ANU, and internal laboratory references, with average precision from certified values of <inline-formula><mml:math id="M84" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">0.06</mml:mn></mml:mrow></mml:math></inline-formula> ‰ for both standards, as well as six internal laboratory standards, reported as <inline-formula><mml:math id="M85" display="inline"><mml:mi mathvariant="italic">δ</mml:mi></mml:math></inline-formula> values with reference to the international standard VPDB.

            <disp-formula id="Ch1.E2" content-type="numbered"><label>2</label><mml:math id="M86" display="block"><mml:mrow><mml:msub><mml:mrow class="chem"><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup><mml:mi mathvariant="normal">C</mml:mi></mml:mrow><mml:mi mathvariant="normal">Corg</mml:mi></mml:msub><mml:mfenced close=")" open="("><mml:mrow><mml:mi mathvariant="normal">‰</mml:mi><mml:mo>,</mml:mo><mml:mi mathvariant="normal">VPDB</mml:mi></mml:mrow></mml:mfenced><mml:mo>=</mml:mo><mml:mfenced open="(" close=")"><mml:mrow><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mi mathvariant="normal">sample</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mi mathvariant="normal">standard</mml:mi></mml:msub></mml:mrow></mml:mfrac></mml:mstyle><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:mfenced><mml:mo>×</mml:mo><mml:mn mathvariant="normal">1000</mml:mn></mml:mrow></mml:math></disp-formula>

          Where <inline-formula><mml:math id="M87" display="inline"><mml:mi>R</mml:mi></mml:math></inline-formula> is the <inline-formula><mml:math id="M88" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">13</mml:mn></mml:msup><mml:mi mathvariant="normal">C</mml:mi><mml:msup><mml:mo>/</mml:mo><mml:mn mathvariant="normal">12</mml:mn></mml:msup><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula> ratio, and the “standard” refers to VPDB belemnite.</p>
</sec>
<sec id="Ch1.S2.SS4">
  <label>2.4</label><title>Age model</title>
      <p id="d2e1309">The absolute chronostratigraphy of core BAP96-6C was based on downcore measurements of excess <sup>210</sup>Pb (Supplement Fig. 1), from which a sedimentation rate of roughly 2.5 mm yr<sup>−1</sup> was estimated (Esparza-Alvarez et al., 2007). An age of AD 1995 was assigned to the top of the core, while the bottom of the core was estimated to date to the beginning of the twentieth century. This chronological framework is consistent with the first detection of <sup>137</sup>Cs, which marks the late 1950s datum in the core. Similar sedimentation rates have been reported for another box core from the same basin (PCM00-78C), described in Abella‐Gutiérrez et al. (2020).</p>
      <p id="d2e1342">A multicore chronostratigraphic framework for the SLB was developed by Abella‐Gutiérrez et al. (2020) using X-ray lamination patterns. This framework includes several sediment cores from the basin, including the box core BAP96-6C and the Kasten core PCM00-78K. In that study, the age model was constrained using <sup>210</sup>Pb and <sup>137</sup>Cs measurements in box cores together with radiocarbon measurements from Kasten cores (Abella‐Gutiérrez et al., 2020). The results of this work showed that changes in sediment density reflect productivity cycles with lower (higher) carbonate (C<sub>org</sub>) content (Abella‐Gutiérrez et al., 2020). These relationships allow carbonate minima (and C<sub>org</sub> maxima) to be used as stratigraphic markers across cores from the basin.</p>
      <p id="d2e1381">To integrate the new cores SALA11-E19MC-1 into the published BAP96-6C – PCM00-78K composite, we first applied the basin-wide sedimentation rate of <inline-formula><mml:math id="M96" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 2.5 mm yr<sup>−1</sup> to account for the 15-year difference between the collection of BAP96-6C (1996) and the SALA11-E19MC-1 cores (2011). This age difference corresponds to an expected stratigraphic depth offset of approximately 37.5 mm between BAP96-6C and SALA11-E19MC-1. Following this initial adjustment, the alignment was refined by correlating carbonate minima between the cores (Supplement Fig. 2).</p>
      <p id="d2e1403">As an independent verification of the stratigraphic alignment, we also compared variations in the Planktic foraminifera<inline-formula><mml:math id="M98" display="inline"><mml:mo>/</mml:mo></mml:math></inline-formula>(Planktic <inline-formula><mml:math id="M99" display="inline"><mml:mo>+</mml:mo></mml:math></inline-formula> Benthic foraminifera) ratio between the cores (Supplement Fig. 3). The consistency of these patterns across the correlation intervals supports the robustness of the stratigraphic correlation and suggests that any residual age uncertainty is unlikely to affect the interpretation of our results, specifically on the decadal timescales which are relevant for this paper.</p>
</sec>
<sec id="Ch1.S2.SS5">
  <label>2.5</label><title>Data analysis</title>
      <p id="d2e1429">To characterize the <inline-formula><mml:math id="M100" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C variability in the upper water column, we analyzed <inline-formula><mml:math id="M101" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C of <italic>N. dutertrei</italic> (<inline-formula><mml:math id="M102" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>Nd</sub>) and <italic>G. ruber</italic> (<inline-formula><mml:math id="M104" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>Gr</sub>), preserved in cores SALA11-E19MC-1 and BAP96-6C. The combined use of modern CO<sub>2</sub> observations and <inline-formula><mml:math id="M107" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C records from species occupying different depth habitats allows for a complementary approach to assess past and present carbon cycling, providing insights into vertical variability in carbon uptake and redistribution.</p>
      <p id="d2e1521">Temporal trends in atmospheric and marine <inline-formula><mml:math id="M108" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C records were evaluated using ordinary least squares regression. Differences among records were assessed using analysis of covariance (ANCOVA), with time, group, and their interaction included as explanatory variables. When significant effects were detected, pairwise comparisons were performed using Tukey-adjusted post hoc tests. To ensure comparability among datasets, regression analyses and statistical comparisons were performed using the overlapping period shared by the atmospheric and marine records. Because the atmospheric instrumental record is available from around 1980 onward, whereas the sedimentary records extend back to 1850, slope estimates, <inline-formula><mml:math id="M109" display="inline"><mml:mrow><mml:msup><mml:mi>R</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> values, and statistical tests were calculated using the common interval among all records. To address different temporal scales of variability, three time windows were considered. The complete records (1850–2011) were used to characterize the long-term evolution of marine <inline-formula><mml:math id="M110" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C, whereas statistical comparisons among atmospheric and marine records were restricted to the common interval (1980–2011). Comparisons between reconstructed <inline-formula><mml:math id="M111" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> and foraminiferal <inline-formula><mml:math id="M113" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C records focused on the period after 1950, when all marine records began to show a sustained decline in <inline-formula><mml:math id="M114" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C associated with the <sup>13</sup>C Suess effect.</p>
      <p id="d2e1609">We applied complementary approaches to evaluate changes in <inline-formula><mml:math id="M116" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C in the surface ocean. First, the mean <inline-formula><mml:math id="M117" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>Corg</sub> value for the 1850–1950 interval (approximately <inline-formula><mml:math id="M119" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>21 ‰) was used as a pre-industrial baseline to calculate anomalies in the organic carbon record. To evaluate the relationship between sedimentary organic carbon and upper-ocean dissolved inorganic carbon, <inline-formula><mml:math id="M120" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> was estimated as <inline-formula><mml:math id="M122" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<inline-formula><mml:math id="M123" display="inline"><mml:mrow><mml:msub><mml:mi/><mml:mi mathvariant="normal">Corg</mml:mi></mml:msub><mml:mo>+</mml:mo><mml:mn mathvariant="normal">22.6</mml:mn></mml:mrow></mml:math></inline-formula> ‰. This isotopic offset was derived from the mean pre-industrial <inline-formula><mml:math id="M124" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>Corg</sub>value and a representative surface-water <inline-formula><mml:math id="M126" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> value (<inline-formula><mml:math id="M128" display="inline"><mml:mo lspace="0mm">+</mml:mo></mml:math></inline-formula>1.5 ‰ to <inline-formula><mml:math id="M129" display="inline"><mml:mo>+</mml:mo></mml:math></inline-formula>2.0 ‰) reported by Gruber et al. (1999). In addition, <inline-formula><mml:math id="M130" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>calc</sub> measured in planktic foraminifera (<italic>G. ruber</italic> and <italic>N. dutertrei</italic>), which approximates <inline-formula><mml:math id="M132" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> at their respective calcification depths under near-equilibrium conditions, was used as an independent proxy to evaluate the consistency between inorganic and organic carbon reservoirs in recording the <sup>13</sup>C Suess effect.</p>
</sec>
</sec>
<sec id="Ch1.S3">
  <label>3</label><title>Results</title>
<sec id="Ch1.S3.SS1">
  <label>3.1</label><title>Long-term ocean-atmosphere carbon exchange</title>
      <p id="d2e1824">The reconstructed isotopic compositions of organic carbon from cores PCM00-78K, SALA11-E19MC-1, and BAP96-6C show minor oscillations around mean values of <inline-formula><mml:math id="M135" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>21 ‰ between 1850 and 1950 and a marked trend toward more negative values as we approach the present period (Fig. 2). Similarly, <inline-formula><mml:math id="M136" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>Nd</sub> and <inline-formula><mml:math id="M138" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>Gr</sub> time series exhibit a similar change towards lighter values around the 1950s.</p>

      <fig id="F2" specific-use="star"><label>Figure 2</label><caption><p id="d2e1876">Time series of carbon isotopic composition from atmospheric and marine reservoirs. <bold>(a)</bold> Atmospheric <inline-formula><mml:math id="M140" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C (‰) values derived from the Law Dome ice-core record (Rubino et al., 2019) and instrumental measurements from Mauna Loa (Keeling et al., 2005); Scripps CO<sub>2</sub> Program database). <bold>(b)</bold> <inline-formula><mml:math id="M142" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C (‰) of sedimentary organic carbon from cores PCM00-78K, SALA11-E19MC-1, and BAP96-6C. <bold>(c)</bold> <inline-formula><mml:math id="M143" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C (‰) of planktic foraminiferal calcite from <italic>N. dutertrei</italic> (SALA11-E19MC-1) and <italic>G. ruber</italic> (BAP96-6C) obtained from sediment cores.</p></caption>
          <graphic xlink:href="https://bg.copernicus.org/articles/23/7397/2026/bg-23-7397-2026-f02.png"/>

        </fig>

      <p id="d2e1943">Linear regressions show a consistent decline in <inline-formula><mml:math id="M144" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C across all records (Fig. 3). Estimated slopes indicate that the atmospheric record exhibits a significantly steeper decline (<inline-formula><mml:math id="M145" display="inline"><mml:mo lspace="0mm">-</mml:mo></mml:math></inline-formula>0.261 <inline-formula><mml:math id="M146" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.011 ‰ per decade; 95 % CI: <inline-formula><mml:math id="M147" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.282 to <inline-formula><mml:math id="M148" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.239) compared to both calcite (<inline-formula><mml:math id="M149" display="inline"><mml:mo lspace="0mm">-</mml:mo></mml:math></inline-formula>0.120 <inline-formula><mml:math id="M150" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.020 ‰ per decade; 95 % CI: <inline-formula><mml:math id="M151" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.160 to <inline-formula><mml:math id="M152" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.081) and organic carbon (<inline-formula><mml:math id="M153" display="inline"><mml:mo lspace="0mm">-</mml:mo></mml:math></inline-formula>0.154 <inline-formula><mml:math id="M154" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.016 ‰ per decade; 95 % CI: <inline-formula><mml:math id="M155" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.186 to <inline-formula><mml:math id="M156" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.122). The interaction between time and group was statistically significant (<inline-formula><mml:math id="M157" display="inline"><mml:mrow><mml:mi>F</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">27.675</mml:mn></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math id="M158" display="inline"><mml:mrow><mml:mi>p</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">2.02</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M159" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<sup>−9</sup>), indicating that temporal trends differ among the atmospheric and marine records. The atmospheric trend differs significantly from both calcite (<inline-formula><mml:math id="M161" display="inline"><mml:mrow><mml:mi>p</mml:mi><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">0.0001</mml:mn></mml:mrow></mml:math></inline-formula>) and organic carbon (<inline-formula><mml:math id="M162" display="inline"><mml:mrow><mml:mi>p</mml:mi><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">0.0001</mml:mn></mml:mrow></mml:math></inline-formula>), whereas no significant difference was observed between the two marine proxies (<inline-formula><mml:math id="M163" display="inline"><mml:mrow><mml:mi>p</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.3895</mml:mn></mml:mrow></mml:math></inline-formula>).</p>

      <fig id="F3" specific-use="star"><label>Figure 3</label><caption><p id="d2e2126">Linear regressions of <inline-formula><mml:math id="M164" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C (‰) records over the common interval used for trend comparison. <bold>(a)</bold> Atmospheric <inline-formula><mml:math id="M165" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C (‰) derived from instrumental observations. <bold>(b)</bold> <inline-formula><mml:math id="M166" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C of planktic foraminiferal calcite from <italic>N. dutertrei</italic>. <bold>(c)</bold> <inline-formula><mml:math id="M167" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C (‰) of sedimentary organic carbon. Regression equations and corresponding <inline-formula><mml:math id="M168" display="inline"><mml:mrow><mml:msup><mml:mi>R</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> values are shown in each panel.</p></caption>
          <graphic xlink:href="https://bg.copernicus.org/articles/23/7397/2026/bg-23-7397-2026-f03.png"/>

        </fig>

      <p id="d2e2203">Reconstructed <inline-formula><mml:math id="M169" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> values consistently fall between the <inline-formula><mml:math id="M171" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C values recorded by <italic>G. ruber</italic> and <italic>N. dutertrei</italic> and exhibit a long-term decrease toward the present, similar to that observed in both foraminiferal records (Fig. 4). The close correspondence among these records suggests that the long-term trend observed in <inline-formula><mml:math id="M172" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>Corg</sub> captures variability in upper-ocean <inline-formula><mml:math id="M174" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub>.</p>

      <fig id="F4" specific-use="star"><label>Figure 4</label><caption><p id="d2e2286">Time series and trends of the carbon isotopic composition of <italic>G. ruber</italic> (‰) (open diamonds) and <italic>N. dutertrei</italic> (‰) (black circles), as well as the DIC (‰) (grey squares), are derived from organic carbon in the sediments.</p></caption>
          <graphic xlink:href="https://bg.copernicus.org/articles/23/7397/2026/bg-23-7397-2026-f04.png"/>

        </fig>

</sec>
</sec>
<sec id="Ch1.S4">
  <label>4</label><title>Discussions</title>
      <p id="d2e2310">The reconstructed <inline-formula><mml:math id="M176" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C of both organic carbon and calcite follows similar decreasing trends to the observed (Keeling et al., 2005) and reconstructed (Rubino et al., 2019) values of the atmosphere (Fig. 2), associated with the <sup>13</sup>C Suess effect, driven by the combustion of fossil fuels (Keeling et al., 1979, 2005; Tans, 2022). However, the shallower slope found in our proxies (<inline-formula><mml:math id="M178" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>Corg</sub> and <inline-formula><mml:math id="M180" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>Nd</sub>) suggests other processes are involved, most likely related to the seasonal source and sink roles of EBUS regions on the carbon cycle.</p>
      <p id="d2e2374">In addition to the long-term decline, our records indicate a marked shift in <inline-formula><mml:math id="M182" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C trends beginning in the mid-twentieth century, particularly around the 1950s, coinciding with the accelerated rise in atmospheric CO<sub>2</sub> documented in the Law Dome ice-core record. This timing is consistent with the well-documented post-World War II increase in fossil-fuel emissions and suggests that the onset of a stronger anthropogenic carbon signal is recorded in both the organic and carbonate phases. A similar transition is less clearly expressed in planktic foraminiferal <inline-formula><mml:math id="M184" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C records from the CCS (Osborne et al., 2020), despite independent evidence for declining carbonate ion concentrations beginning in the late 1940s and 1950s. This discrepancy has been attributed to carbonate chemistry effects that may bias foraminiferal <inline-formula><mml:math id="M185" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C toward heavier values under undersaturated conditions (Spero et al., 1997), potentially masking part of the atmospheric signal. However, recent paleoceanographic evidence suggests that the carbonate ion effect observed in laboratory experiments may not be preserved in planktic foraminiferal <inline-formula><mml:math id="M186" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C records (Köhler and Mulitza, 2024). In contrast, the presence of a comparable mid-century shift in our organic carbon <inline-formula><mml:math id="M187" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C record, which is not affected by carbonate-related fractionation during calcification, supports the interpretation that this feature reflects a surface-ocean response to the increasing atmospheric CO<sub>2</sub> burden rather than an artifact of foraminiferal calcification processes. The emergence of this signal in both proxies suggests that the propagation of the <sup>13</sup>C Suess effect into surface waters was already detectable in the CCS by the mid-twentieth century, although subsequently modulated by regional oceanographic processes.</p>
      <p id="d2e2460">This regional modulation is particularly important in EBUS. Influenced by seasonal upwelling, our study area represents a complex setting for interpreting <inline-formula><mml:math id="M190" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C variability. Upwelling introduces relatively heavier <inline-formula><mml:math id="M191" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C DIC-rich waters to the surface ocean, potentially buffering the lighter isotopic composition of atmospheric CO<sub>2</sub>(<inline-formula><mml:math id="M193" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>atm</sub>) of the <sup>13</sup>C Suess effect (Quay et al., 2017; Tagliabue and Bopp, 2008). In these regions, <inline-formula><mml:math id="M196" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C values in surface waters are controlled on the one hand by air–sea CO<sub>2</sub> exchange and by respiration processes of organic matter and the DIC content of upwelled waters. As observed in our proxy records, this mixture of sources most likely leads to <inline-formula><mml:math id="M198" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C signals that diverge from atmospheric trends, particularly in eastern boundary current systems like the California Current.</p>
      <p id="d2e2555">An additional source of uncertainty in the interpretation of planktic foraminiferal <inline-formula><mml:math id="M199" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C records is the potential variability in calcification depth through time. In particular, <italic>N. dutertrei</italic> commonly inhabits waters near the chlorophyll maximum and may shift its preferred habitat in response to changes in upwelling intensity, thermocline depth, and upper-ocean stratification. Such vertical habitat migration could influence the recorded <inline-formula><mml:math id="M200" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C signal independently of atmospheric forcing by exposing the species to different portions of the water-column <inline-formula><mml:math id="M201" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C gradient. However, although interannual and decadal fluctuations in habitat depth are expected in the California Current System, both <italic>N. dutertrei</italic> and <italic>G. ruber</italic> exhibit comparable long-term trends toward lighter <inline-formula><mml:math id="M202" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C values. This suggests that potential changes in calcification depth are unlikely to be the primary driver of the observed secular decline and instead represent a secondary source of variability superimposed on the long-term isotopic signal.</p>
      <p id="d2e2613">Consistent with this interpretation, the trends observed in our study fall within the range previously reported for regions influenced by the oceanic expression of the <sup>13</sup>C Suess effect. The <inline-formula><mml:math id="M204" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>calc</sub> values of planktic foraminifera calcite show a slope of <inline-formula><mml:math id="M206" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.12 ‰ per decade since 1980, while the <inline-formula><mml:math id="M207" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>Corg</sub> shows a slope of <inline-formula><mml:math id="M209" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.15 ‰ per decade.These values lie at the low range of variability previously reported of <inline-formula><mml:math id="M210" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.20 <inline-formula><mml:math id="M211" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.06 per decade for the North Pacific, which is already lower than the 0.27 ‰ per decade observed for the atmospheric CO<sub>2</sub> (Quay et al., 2017). According to Gruber et al. (1999) the highest <sup>13</sup>C Suess effect, <inline-formula><mml:math id="M214" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.25 ‰ per decade, is found in the subtropical gyres such as Bermuda and Hawaii, whereas the lowest, <inline-formula><mml:math id="M215" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.15 ‰ per decade, is found in the equatorial Pacific upwelling region. Our study region shows a decreasing decadal trend similar to the equatorial region, characteristic of its strong upwelling. Although temperature-dependent fractionation and total CO<sub>2</sub> fluxes are relevant, most observed trends towards lighter values in the surface ocean <inline-formula><mml:math id="M217" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> can be attributed to the input of <inline-formula><mml:math id="M219" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>atm</sub>. Therefore, understanding the spatial distribution of the <sup>13</sup>C Suess effect requires considering ocean mixing and circulation patterns (Tagliabue and Bopp, 2008).</p>
      <p id="d2e2786">Surface ocean <inline-formula><mml:math id="M222" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C is mainly controlled by the input of atmospheric CO<sub>2</sub>, either through air–sea exchange or lateral advection of anthropogenic CO<sub>2</sub>, the export of organic matter, respiration processes in the surface layer, the lateral advection of DIC, and mixing from subsurface waters. This intrusion of isotopically light atmospheric CO<sub>2</sub> into the ocean tends to erase natural <inline-formula><mml:math id="M226" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C gradients (Eide et al., 2017), and consequently the variability of the <inline-formula><mml:math id="M227" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> downstream of upwelling zones introduced by primary productivity, upwelling of older water, and <inline-formula><mml:math id="M229" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>atm</sub> (Tagliabue and Bopp, 2008). Consistent with this interpretation, Eide et al. (2017) showed that the magnitude of the oceanic <sup>13</sup>C Suess effect is reduced in regions characterized by strong vertical mixing and upwelling, where the continuous supply of aged, carbon-rich subsurface waters attenuates the atmospheric isotopic signal. Our results coincide with this pattern, as both <inline-formula><mml:math id="M232" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>Calc</sub>and <inline-formula><mml:math id="M234" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>Corg</sub> show attenuated decreasing trends relative to atmospheric CO<sub>2</sub>, supporting the interpretation that regional upwelling dynamics and ocean circulation modulate the propagation of the anthropogenic <inline-formula><mml:math id="M237" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C signal to the ocean surface.</p>
      <p id="d2e2949">The atmospheric record exhibits a decline of <inline-formula><mml:math id="M238" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.261 ‰ per decade, whereas the marine records show declines ranging from <inline-formula><mml:math id="M239" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.120 ‰ to <inline-formula><mml:math id="M240" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.154 ‰ per decade, indicating an attenuation of approximately 0.11 ‰–0.14 ‰ per decade relative to the atmospheric signal. However, a quantitative partitioning among subsurface mixing, air–sea exchange, and biological processes is not possible with the available proxy records. In EBUS, these mechanisms are tightly coupled and collectively influence surface-water DIC and <inline-formula><mml:math id="M241" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C. Recent observations from the California Current System (Frazão et al., 2025) demonstrate that changes in upwelling intensity and water-mass composition can alter air–sea CO<sub>2</sub> exchange and surface carbon inventories, highlighting the difficulty of attributing the observed <inline-formula><mml:math id="M243" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C attenuation to any single process. Therefore, the observed attenuation provides an estimate of the total oceanic modulation of the atmospheric signal, while the reduced slopes recorded in our proxies likely reflect the integrated response of the upper-ocean carbon cycle to multiple interacting physical and biogeochemical processes.</p>
      <p id="d2e3005">Against this background of interacting controls, biological fractionation may also contribute to the observed differences between atmospheric and marine <inline-formula><mml:math id="M244" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C trends. SST have been shown to be related to a suite of environmental variables in our study region, such as upper ocean mixing, nutrients, and primary productivity (Abella-Gutiérrez and Herguera, 2016; Durazo, 2015). It also has a well-known relationship with CO<sub>2</sub> concentrations in the water column (Weiss, 1974) and with the fractionation of carbon isotopes between the DIC in the water column and phytoplankton biomass. This fractionation, known as the biological fractionation factor (Freeman and Hayes, 1992), has been reported to change by phytoplankton in the surface ocean in a well-resolved time series study of phytoplankton <inline-formula><mml:math id="M246" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C in the subtropical Atlantic, showing how the isotopic composition of the POC trended towards lighter values than the atmospheric CO<sub>2</sub> trend (Young et al., 2013). They hypothesized that the anthropogenic CO<sub>2</sub> emissions and the consequent increase in the availability of inorganic carbon in the water column are changing the fractionation toward lighter values (Young et al., 2013). However, they cannot rule out the importance of other factors such as carbon fixation, CO<sub>2</sub>-specific uptake, and HCO<inline-formula><mml:math id="M250" display="inline"><mml:mrow><mml:msubsup><mml:mi/><mml:mn mathvariant="normal">3</mml:mn><mml:mo>-</mml:mo></mml:msubsup></mml:mrow></mml:math></inline-formula> use (Young et al., 2013).</p>
      <p id="d2e3079">Young et al. (2013) state that this biological fractionation is controlled by intracellular Rayleigh fractionation and that the sensitivity of this fractionation could decrease with increasing CO<sub>2</sub> concentrations, which explains the differences in the fractionation trends between the subtropics and the tropics. There is clear evidence of higher CO<sub>2</sub> uptake in the CCS (Frazão et al., 2025; Wolfe et al., 2023), and that these eastern boundary current waters already have relatively high DIC values brought by enriched subsurface carbon, nutrient, and CO<sub>2</sub> old waters, which may push biological fractionation to the minimum values observed for the tropics of 0.01 ‰ yr<sup>−1</sup> (Young et al., 2013). Although long-term DIC and alkalinity records are not available for SLB, a simple sensitivity estimate can be made using the fractionation changes proposed by Young et al. (2013). Applying an additional isotopic fractionation of approximately 0.10 ‰ per decade to the atmospheric <inline-formula><mml:math id="M255" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>CO2</sub> trend would result in an expected decline of about <inline-formula><mml:math id="M257" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.36 ‰ per decade (<inline-formula><mml:math id="M258" display="inline"><mml:mo lspace="0mm">-</mml:mo></mml:math></inline-formula>0.26 ‰ per decade from the atmosphere plus <inline-formula><mml:math id="M259" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.10 ‰ per decade from enhanced biological fractionation). This predicted trend is substantially steeper than the declines observed in either <inline-formula><mml:math id="M260" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>Corg</sub> or <inline-formula><mml:math id="M262" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>calc</sub>. Therefore, changes in biological fractionation alone cannot explain the isotopic trends observed in our records, indicating that multiple processes influence the propagation of the atmospheric <inline-formula><mml:math id="M264" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C signal into the surface ocean.</p>
      <p id="d2e3218">Our results show this mixture of influences, as our proxies are partially tracking the atmospheric signal. Tracking the propagation of the <sup>13</sup>C Suess effect across Earth system components offers insights into the magnitude of anthropogenic CO<sub>2</sub> sinks (Eide et al., 2017). Gruber et al. (1999) estimated that the global oceanic <sup>13</sup>C Suess effect closely matches the atmospheric trend. In contrast, Tagliabue and Bopp (2008) reported <inline-formula><mml:math id="M268" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> decline rates of <inline-formula><mml:math id="M270" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.07 ‰ per decade between 1860 and 2000, increasing to <inline-formula><mml:math id="M271" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.18 ‰ per decade between 1970 and 2000. Published estimates for 1970–1990 show ocean <inline-formula><mml:math id="M272" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> changes of <inline-formula><mml:math id="M274" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.15 ‰ to <inline-formula><mml:math id="M275" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.171 ‰ per decade, representing roughly 65 % of the <inline-formula><mml:math id="M276" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>atm</sub> decrease (Quay et al., 2003; Sonnerup et al., 1999).</p>
      <p id="d2e3339">Although atmospheric inputs primarily drive the propagation of the <sup>13</sup>C Suess effect into the surface ocean, its oceanic expression is modulated by regional circulation, upwelling dynamics, and biological productivity. For instance, the upwelling of older, relatively heavier <inline-formula><mml:math id="M279" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C deep waters, as observed in our study area, can offset the surface signal. If fossil-fuel-driven atmospheric changes were the only process involved, <inline-formula><mml:math id="M280" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>Corg</sub> and <inline-formula><mml:math id="M282" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>Nd</sub> would closely follow atmospheric trends. Upwelling delivers remineralized DIC with a heavier <inline-formula><mml:math id="M284" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C than the atmosphere, and the magnitude of this effect depends on the age and origin of the water mass. This dual effect may partially buffer the surface <sup>13</sup>C Suess signal in regions such as the California Current (Quay et al., 2017; Tagliabue and Bopp, 2008). The mismatch in slope between atmospheric and marine <inline-formula><mml:math id="M286" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C records reflects the role of other oceanic processes, such as lateral and subsurface mixing with the upper ocean mixed layer, as well as the integration of multiple carbon pools, including organic matter, upper ocean DIC, and pathways driven by biological productivity in the surface waters. Our data reinforce that sedimentary <inline-formula><mml:math id="M287" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C reflects a regional imprint of global carbon cycle perturbations, modulated by local oceanographic processes.</p>
      <p id="d2e3445">Similar behavior has been reported in other studies of the CCS, highlighting the complexity of interpreting <inline-formula><mml:math id="M288" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C trends in upwelling-dominated environments. Osborne et al. (2020) reconstructed surface-ocean acidification over the last century and documented substantial declines in carbonate ion concentration and pH, yet observed relatively weak <inline-formula><mml:math id="M289" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C trends in planktic foraminifera. The steepest decline reported in their study, recorded by <italic>G. bulloides</italic>, was approximately <inline-formula><mml:math id="M290" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.07 ‰ per decade, lower than the trends observed here. They proposed that carbonate undersaturation may bias foraminiferal <inline-formula><mml:math id="M291" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C toward heavier values, partially masking the atmospheric <inline-formula><mml:math id="M292" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C signal. In our records, however, the similar mid-century transition observed in both carbonate and organic carbon phases suggests that the long-term trend cannot be explained solely by carbonate chemistry effects (Osborne et al., 2020).</p>
      <p id="d2e3503">Additional insight comes from recent observations of carbon cycling in the CCS. Frazão et al. (2025) showed that nearshore waters can alternate between acting as a source and a sink of atmospheric CO<sub>2</sub> depending on upwelling intensity, thermocline depth, and marine heatwave occurrence. During periods of strong upwelling, old carbon-rich subsurface waters dominate surface-water DIC and pCO<sub>2</sub>, promoting CO<sub>2</sub> outgassing, whereas reduced upwelling during El Niño events and marine heatwaves can temporarily reverse this balance (Frazão et al., 2025). These observations emphasize that the isotopic evolution of surface-water DIC reflects the combined effects of anthropogenic carbon uptake, air-sea exchange, biological cycling, and the recurrent introduction of subsurface waters.</p>
      <p id="d2e3534">A recent study has also highlighted the importance of thermodynamic buffering in amplifying the effects of remineralization on subsurface dissolved inorganic carbon inventories (Stoll et al., 2025). Such nonlinear processes further complicate the relationship between ocean acidification and carbon isotope variability and underscore the importance of water-mass history when interpreting long-term biogeochemical changes. Within this framework, sedimentary <inline-formula><mml:math id="M296" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C records may be particularly valuable as indicators of the propagation of the <sup>13</sup>C Suess effect through surface waters, even when multiple regional processes modulate the magnitude of the observed signal. Upwelling regions like the Southern California Current play a central role in shaping the marine isotopic carbon signal. The persistence of seasonal source/sink behavior in surface waters likely contributes to the lower slope observed in sediment <inline-formula><mml:math id="M298" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C values. Although the <sup>13</sup>C Suess effect dominates the long-term trend, its regional expression depends on the balance between atmospheric CO<sub>2</sub> uptake and the delivery of older DIC from depth. As Le Quéré et al. (2018) emphasize regional systems with dynamic vertical and horizontal transport processes are key components of the global carbon cycle and crucial to understanding the propagation of anthropogenic CO<sub>2</sub> through the ocean-atmosphere system.</p>
</sec>
<sec id="Ch1.S5" sec-type="conclusions">
  <label>5</label><title>Conclusions</title>
      <p id="d2e3605">The <inline-formula><mml:math id="M302" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C trends of planktic foraminifera calcite and organic carbon in our study, with slopes of <inline-formula><mml:math id="M303" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.12 ‰ and <inline-formula><mml:math id="M304" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.15 ‰ per decade, respectively (Fig. 3), lie at the lower end of the variability reported for the North Pacific, although similar to the decadal rates reported for the equatorial Pacific, and remain consistently below the <inline-formula><mml:math id="M305" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>atm</sub> trend. These findings reflect the global imprint of the <sup>13</sup>C Suess effect and the influence of regional oceanographic processes such as mixing of subsurface waters driven by upwelling processes.</p>
      <p id="d2e3663">The observed differences in the <inline-formula><mml:math id="M308" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C trends in planktic foraminifera and organic carbon with respect to the atmospheric trend suggest a combined effect of anthropogenic atmospheric CO<sub>2</sub> source and the upwelling of intermediate waters with relatively enriched <inline-formula><mml:math id="M310" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C signatures compared to atmospheric values, in the California Current. These mechanisms modulate the isotopic imprint of atmospheric CO<sub>2</sub> on the ocean, leading to spatial heterogeneity in the marine <inline-formula><mml:math id="M312" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C response.</p>
      <p id="d2e3717">Temporal patterns further confirm that the oceanic <inline-formula><mml:math id="M313" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C response partially buffers the atmospheric trend, highlighting the role of ocean circulation and ventilation timescales. The discrepancy between sediment <inline-formula><mml:math id="M314" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C records (Fig. 3) and atmospheric ones underscores the need to consider the integration of multiple carbon pools and processes – such as biological export, remineralization, and lateral transport – when interpreting long-term isotopic trends in the ocean sediment records.</p>
      <p id="d2e3742">Our results emphasize the importance of the anthropogenic source of carbon in altering the oceanic carbon isotopic composition and how this trend has significantly shifted in the CCS since the 1950s, mirroring the atmospheric CO<sub>2</sub> trend recorded in ice core records (e.g., Law Dome, Antarctica) and continued into the instrumental record.</p>
</sec>

      
      </body>
    <back><notes notes-type="codedataavailability"><title>Code and data availability</title>

      <p id="d2e3758">No new software or computational methods were developed for this study. The analyses were performed using established software and standard statistical procedures. The data for this study are available in Zenodo at <ext-link xlink:href="https://doi.org/10.5281/zenodo.22760411" ext-link-type="DOI">10.5281/zenodo.22760411</ext-link>, Contreras Pacheco et al., 2025.</p>
  </notes><app-group>
        <supplementary-material position="anchor"><p id="d2e3764">The supplement related to this article is available online at <inline-supplementary-material xlink:href="https://doi.org/10.5194/bg-23-7397-2026-supplement" xlink:title="pdf">https://doi.org/10.5194/bg-23-7397-2026-supplement</inline-supplementary-material>.</p></supplementary-material>
        </app-group><notes notes-type="authorcontribution"><title>Author contributions</title>

      <p id="d2e3773">YVCP: First author, laboratory and data analysis, data curation, and conceptualization. JLAG: Data analysis and writing. GVE: Data analysis and writing. JCHG: Conceptualization, supervision, investigation, methodology, data curation, resources, project administration, funding acquisition, writing-review and editing, manuscript improvement. All authors contributed to the article and approved the submitted version.</p>
  </notes><notes notes-type="competinginterests"><title>Competing interests</title>

      <p id="d2e3779">The contact author has declared that none of the authors has any competing interests.</p>
  </notes><notes notes-type="disclaimer"><title>Disclaimer</title>

      <p id="d2e3785">Publisher's note: Copernicus Publications remains neutral with regard to jurisdictional claims made in the text, published maps, institutional affiliations, or any other geographical representation in this paper. The authors bear the ultimate responsibility for providing appropriate place names. Views expressed in the text are those of the authors and do not necessarily reflect the views of the publisher.</p>
  </notes><ack><title>Acknowledgements</title><p id="d2e3791">We thank Cynthia Nava, Bertha Acosta, Axel Rosas, Aidé Egremy, Mireya Montero, Nathali Cordero, and Doreny Bobadilla for their help in the collection and the laboratory work. We also thank Gerardo Quintanilla for his feedbck during the earlier stages. We thank the crew of the R/V <italic>Francisco Ulloa</italic> for their support. This study has been conducted using E.U. Copernicus Marine Service Information.</p></ack><notes notes-type="financialsupport"><title>Financial support</title>

      <p id="d2e3799">Y. V. Contreras-Pacheco was supported by a Secretaría de Ciencia, Humanidades, Tecnología e Innovación (SECIHTI) Master's and PhD fellowship.</p>
  </notes><notes notes-type="reviewstatement"><title>Review statement</title>

      <p id="d2e3805">This paper was edited by Tyler Cyronak and reviewed by two anonymous referees.</p>
  </notes><ref-list>
    <title>References</title>

      <ref id="bib1.bib1"><label>1</label><mixed-citation>Abella-Gutiérrez, J. and Herguera, J. C.: Sensitivity of carbon paleoproductivity in the Southern California Current System on different time scales for the last 2 ka: Carbon Paleoproductivity in the Southern CCS, Paleoceanography, 31, 953–970, <ext-link xlink:href="https://doi.org/10.1002/2015PA002872" ext-link-type="DOI">10.1002/2015PA002872</ext-link>, 2016.</mixed-citation></ref>
      <ref id="bib1.bib2"><label>2</label><mixed-citation>Abella‐Gutiérrez, J., Herguera, J. C., Mortyn, P. G., Kelly, C. S., and Martínez‐Botí, M. A.: Multidecadal Climate Variability in the Southern Region of the California Current System During the Last 1,800 Years, Paleoceanogr. Paleoclimatology, 35, e2019PA003825, <ext-link xlink:href="https://doi.org/10.1029/2019PA003825" ext-link-type="DOI">10.1029/2019PA003825</ext-link>, 2020.</mixed-citation></ref>
      <ref id="bib1.bib3"><label>3</label><mixed-citation>Aguilera, V. M., Vargas, C. A., and Dewitte, B.: Intraseasonal Hydrographic Variations and Nearshore Carbonates System Off Northern Chile During the 2015 El Niño Event, J. Geophys. Res.-Biogeo., 125, e2020JG005704, <ext-link xlink:href="https://doi.org/10.1029/2020JG005704" ext-link-type="DOI">10.1029/2020JG005704</ext-link>, 2020.</mixed-citation></ref>
      <ref id="bib1.bib4"><label>4</label><mixed-citation>Berger, W., Bonneau, M., and Parker, F.: Foraminifera on the deep-sea floor – lysocline and dissolution rate, Oceanol. Acta, 5, 249–258, 1982.</mixed-citation></ref>
      <ref id="bib1.bib5"><label>5</label><mixed-citation>Berger, W. H.: Sedimentation of planktonic foraminifera, Mar. Geol., 11, 325–358, <ext-link xlink:href="https://doi.org/10.1016/0025-3227(71)90035-1" ext-link-type="DOI">10.1016/0025-3227(71)90035-1</ext-link>, 1971.</mixed-citation></ref>
      <ref id="bib1.bib6"><label>6</label><mixed-citation>Brady, R. X., Lovenduski, N. S., Alexander, M. A., Jacox, M., and Gruber, N.: On the role of climate modes in modulating the air–sea CO<sub>2</sub> fluxes in eastern boundary upwelling systems, Biogeosciences, 16, 329–346, <ext-link xlink:href="https://doi.org/10.5194/bg-16-329-2019" ext-link-type="DOI">10.5194/bg-16-329-2019</ext-link>, 2019.</mixed-citation></ref>
      <ref id="bib1.bib7"><label>7</label><mixed-citation>Broecker, W. S. and Peng, T.-H.: The role of CaCO<sub>3</sub> compensation in the glacial to interglacial atmospheric CO<sub>2</sub> change, Global Biogeochem. Cy., 1, 15–29, <ext-link xlink:href="https://doi.org/10.1029/GB001i001p00015" ext-link-type="DOI">10.1029/GB001i001p00015</ext-link>, 1987.</mixed-citation></ref>
      <ref id="bib1.bib8"><label>8</label><mixed-citation>Chikamoto, M. O. and DiNezio, P.: Multi‐Century Changes in the Ocean Carbon Cycle Controlled by the Tropical Oceans and the Southern Ocean, Global Biogeochem. Cy., 35, e2021GB007090, <ext-link xlink:href="https://doi.org/10.1029/2021GB007090" ext-link-type="DOI">10.1029/2021GB007090</ext-link>, 2021.</mixed-citation></ref>
      <ref id="bib1.bib9"><label>9</label><mixed-citation>Contreras Pacheco, Y. V., Abella-Gutiérrez, J. L., Vallejo Espinosa, G., and Herguera, J. C.: Timing of the anthropogenic carbon invasion in the Southern California Current, Zenodo [code and data set], <ext-link xlink:href="https://doi.org/10.5281/zenodo.22760411" ext-link-type="DOI">10.5281/zenodo.22760411</ext-link>, 2025. </mixed-citation></ref>
      <ref id="bib1.bib10"><label>10</label><mixed-citation>DeVries, T.: The oceanic anthropogenic CO<sub>2</sub> sink: Storage, air‐sea fluxes, and transports over the industrial era, Global Biogeochem. Cy., 28, 631–647, <ext-link xlink:href="https://doi.org/10.1002/2013GB004739" ext-link-type="DOI">10.1002/2013GB004739</ext-link>, 2014.</mixed-citation></ref>
      <ref id="bib1.bib11"><label>11</label><mixed-citation>Durazo, R.: Seasonality of the transitional region of the California Current System off Baja California, J. Geophys. Res.-Oceans, 120, 1173–1196, <ext-link xlink:href="https://doi.org/10.1002/2014JC010405" ext-link-type="DOI">10.1002/2014JC010405</ext-link>, 2015.</mixed-citation></ref>
      <ref id="bib1.bib12"><label>12</label><mixed-citation>Eide, M., Olsen, A., Ninnemann, U. S., and Eldevik, T.: A global estimate of the full oceanic <sup>13</sup>C Suess effect since the preindustrial, Global Biogeochem. Cy., 31, 492–514, <ext-link xlink:href="https://doi.org/10.1002/2016GB005472" ext-link-type="DOI">10.1002/2016GB005472</ext-link>, 2017.</mixed-citation></ref>
      <ref id="bib1.bib13"><label>13</label><mixed-citation>Emiliani, C.: Depth habitats of some species of pelagic Foraminifera as indicated by oxygen isotope ratios, Am. J. Sci., 252, 149–158, <ext-link xlink:href="https://doi.org/10.2475/ajs.252.3.149" ext-link-type="DOI">10.2475/ajs.252.3.149</ext-link>, 1954.</mixed-citation></ref>
      <ref id="bib1.bib14"><label>14</label><mixed-citation>Esparza-Alvarez, M. A., Herguera, J. C., and Lange, C.: Last century patterns of sea surface temperatures and diatom (<inline-formula><mml:math id="M321" display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">38</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M322" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi></mml:mrow></mml:math></inline-formula>m) variability in the Southern California current, Mar. Micropaleontol., 64, 18–35, <ext-link xlink:href="https://doi.org/10.1016/j.marmicro.2007.01.001" ext-link-type="DOI">10.1016/j.marmicro.2007.01.001</ext-link>, 2007.</mixed-citation></ref>
      <ref id="bib1.bib15"><label>15</label><mixed-citation>Fairbanks, R. G. and Wiebe, P. H.: Foraminifera and Chlorophyll Maximum: Vertical Distribution, Seasonal Succession, and Paleoceanographic Significance, Science, 209, 1524–1526, <ext-link xlink:href="https://doi.org/10.1126/science.209.4464.1524" ext-link-type="DOI">10.1126/science.209.4464.1524</ext-link>, 1980.</mixed-citation></ref>
      <ref id="bib1.bib16"><label>16</label><mixed-citation>Feely, R. A., Sabine, C. L., Lee, K., Berelson, W., Kleypas, J., Fabry, V. J., and Millero, F. J.: Impact of Anthropogenic CO<sub>2</sub> on the CaCO<sub>3</sub> System in the Oceans, Science, 305, 362–366, <ext-link xlink:href="https://doi.org/10.1126/science.1097329" ext-link-type="DOI">10.1126/science.1097329</ext-link>, 2004.</mixed-citation></ref>
      <ref id="bib1.bib17"><label>17</label><mixed-citation>Feely, R. A., Sabine, C. L., Hernandez-Ayon, J. M., Ianson, D., and Hales, B.: Evidence for Upwelling of Corrosive “Acidified” Water onto the Continental Shelf, Science, 320, 1490–1492, <ext-link xlink:href="https://doi.org/10.1126/science.1155676" ext-link-type="DOI">10.1126/science.1155676</ext-link>, 2008.</mixed-citation></ref>
      <ref id="bib1.bib18"><label>18</label><mixed-citation>Field, D. B.: Variability in vertical distributions of planktonic foraminifera in the California Current: Relationships to vertical ocean structure: Vertical Variability of Foraminifera, Paleoceanography, 19, <ext-link xlink:href="https://doi.org/10.1029/2003PA000970" ext-link-type="DOI">10.1029/2003PA000970</ext-link>, 2004.</mixed-citation></ref>
      <ref id="bib1.bib19"><label>19</label><mixed-citation>Frazão, H. C., Send, U., Sutton, A. J., Ohman, M. D., Lankhorst, M., Martz, T. R., and Sevadjian, J.: Open Ocean Versus Upwelling Regimes: Air-Sea CO<sub>2</sub> Fluxes and <inline-formula><mml:math id="M326" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<sub>2</sub> Inter-Annual Variability in the Southern California Current System, J. Geophys. Res.-Oceans, 130, e2024JC022126, <ext-link xlink:href="https://doi.org/10.1029/2024JC022126" ext-link-type="DOI">10.1029/2024JC022126</ext-link>, 2025.</mixed-citation></ref>
      <ref id="bib1.bib20"><label>20</label><mixed-citation>Freeman, K. H. and Hayes, J. M.: Fractionation of carbon isotopes by phytoplankton and estimates of ancient CO<sub>2</sub> levels, Global Biogeochem. Cy., 6, 185–198, <ext-link xlink:href="https://doi.org/10.1029/92GB00190" ext-link-type="DOI">10.1029/92GB00190</ext-link>, 1992.</mixed-citation></ref>
      <ref id="bib1.bib21"><label>21</label><mixed-citation>Friedlingstein, P., O'Sullivan, M., Jones, M. W., Andrew, R. M., Hauck, J., Landschützer, P., Le Quéré, C., Li, H., Luijkx, I. T., Olsen, A., Peters, G. P., Peters, W., Pongratz, J., Schwingshackl, C., Sitch, S., Canadell, J. G., Ciais, P., Jackson, R. B., Alin, S. R., Arneth, A., Arora, V., Bates, N. R., Becker, M., Bellouin, N., Berghoff, C. F., Bittig, H. C., Bopp, L., Cadule, P., Campbell, K., Chamberlain, M. A., Chandra, N., Chevallier, F., Chini, L. P., Colligan, T., Decayeux, J., Djeutchouang, L. M., Dou, X., Duran Rojas, C., Enyo, K., Evans, W., Fay, A. R., Feely, R. A., Ford, D. J., Foster, A., Gasser, T., Gehlen, M., Gkritzalis, T., Grassi, G., Gregor, L., Gruber, N., Gürses, Ö., Harris, I., Hefner, M., Heinke, J., Hurtt, G. C., Iida, Y., Ilyina, T., Jacobson, A. R., Jain, A. K., Jarníková, T., Jersild, A., Jiang, F., Jin, Z., Kato, E., Keeling, R. F., Klein Goldewijk, K., Knauer, J., Korsbakken, J. I., Lan, X., Lauvset, S. K., Lefèvre, N., Liu, Z., Liu, J., Ma, L., Maksyutov, S., Marland, G., Mayot, N., McGuire, P. C., Metzl, N., Monacci, N. M., Morgan, E. J., Nakaoka, S.-I., Neill, C., Niwa, Y., Nützel, T., Olivier, L., Ono, T., Palmer, P. I., Pierrot, D., Qin, Z., Resplandy, L., Roobaert, A., Rosan, T. M., Rödenbeck, C., Schwinger, J., Smallman, T. L., Smith, S. M., Sospedra-Alfonso, R., Steinhoff, T., Sun, Q., Sutton, A. J., Séférian, R., Takao, S., Tatebe, H., Tian, H., Tilbrook, B., Torres, O., Tourigny, E., Tsujino, H., Tubiello, F., van der Werf, G., Wanninkhof, R., Wang, X., Yang, D., Yang, X., Yu, Z., Yuan, W., Yue, X., Zaehle, S., Zeng, N., and Zeng, J.: Global Carbon Budget 2024, Earth Syst. Sci. Data, 17, 965–1039, <ext-link xlink:href="https://doi.org/10.5194/essd-17-965-2025" ext-link-type="DOI">10.5194/essd-17-965-2025</ext-link>, 2025.</mixed-citation></ref>
      <ref id="bib1.bib22"><label>22</label><mixed-citation>Fung, I. Y., Doney, S. C., Lindsay, K., and John, J.: Evolution of carbon sinks in a changing climate, P. Natl. Acad. Sci. USA, 102, 11201–11206, <ext-link xlink:href="https://doi.org/10.1073/pnas.0504949102" ext-link-type="DOI">10.1073/pnas.0504949102</ext-link>, 2005.</mixed-citation></ref>
      <ref id="bib1.bib23"><label>23</label><mixed-citation>Gastrich, M. D. and Bartha, R.: Primary productivity in the planktonic foraminifer <italic>Globigerinoides ruber</italic> (d'Orbigny), J. Foraminifer. Res., 18, 137–142, <ext-link xlink:href="https://doi.org/10.2113/gsjfr.18.2.137" ext-link-type="DOI">10.2113/gsjfr.18.2.137</ext-link>, 1988.</mixed-citation></ref>
      <ref id="bib1.bib24"><label>24</label><mixed-citation>Ge, T., Luo, C., Ren, P., Zhang, H., Fan, D., Chen, H., Chen, Z., Zhang, J., and Wang, X.: Stable carbon isotopes of dissolved inorganic carbon in the Western North Pacific Ocean: Proxy for water mixing and dynamics, Front. Mar. Sci., 9, 998437, <ext-link xlink:href="https://doi.org/10.3389/fmars.2022.998437" ext-link-type="DOI">10.3389/fmars.2022.998437</ext-link>, 2022.</mixed-citation></ref>
      <ref id="bib1.bib25"><label>25</label><mixed-citation>Gruber, N., Keeling, C. D., Bacastow, R. B., Guenther, P. R., Lueker, T. J., Wahlen, M., Meijer, H. A. J., Mook, W. G., and Stocker, T. F.: Spatiotemporal patterns of carbon-13 in the global surface oceans and the oceanic suess effect, Global Biogeochem. Cy., 13, 307–335, <ext-link xlink:href="https://doi.org/10.1029/1999GB900019" ext-link-type="DOI">10.1029/1999GB900019</ext-link>, 1999.</mixed-citation></ref>
      <ref id="bib1.bib26"><label>26</label><mixed-citation>Hickey, B. M.: The California current system – hypotheses and facts, Prog. Oceanogr., 8, 191–279, <ext-link xlink:href="https://doi.org/10.1016/0079-6611(79)90002-8" ext-link-type="DOI">10.1016/0079-6611(79)90002-8</ext-link>, 1979.</mixed-citation></ref>
      <ref id="bib1.bib27"><label>27</label><mixed-citation>Juillet-Leclerc, A. and Schrader, H.: Variations of upwelling intensity recorded in varved sediment from the Gulf of California during the past 3,000 years, Nature, 329, 146–149, <ext-link xlink:href="https://doi.org/10.1038/329146a0" ext-link-type="DOI">10.1038/329146a0</ext-link>, 1987.</mixed-citation></ref>
      <ref id="bib1.bib28"><label>28</label><mixed-citation>Keeling, C. D., Mook, W. G., and Tans, P. P.: Recent trends in the <inline-formula><mml:math id="M329" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">13</mml:mn></mml:msup><mml:mi mathvariant="normal">C</mml:mi><mml:msup><mml:mo>/</mml:mo><mml:mn mathvariant="normal">12</mml:mn></mml:msup><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula> ratio of atmospheric carbon dioxide, Nature, 277, 121–123, <ext-link xlink:href="https://doi.org/10.1038/277121a0" ext-link-type="DOI">10.1038/277121a0</ext-link>, 1979.</mixed-citation></ref>
      <ref id="bib1.bib29"><label>29</label><mixed-citation>Keeling, C. D., Piper, S. C., Bacastow, R. B., Wahlen, M., Whorf, T. P., Heimann, M., and Meijer, H. A.: Atmospheric CO<sub>2</sub> and <sup>13</sup>CO<sub>2</sub> exchange with the terrestrial biosphere and oceans from 1978 to 2000: observations and carbon cycle implications, in: A History of Atmospheric CO<sub>2</sub> and its effects on Plants, Animals, and Ecosystems, Springer Verlag, New York, 83–113, ISBN 978-0-387-27048-7, <ext-link xlink:href="https://doi.org/10.1007/0-387-27048-5_5" ext-link-type="DOI">10.1007/0-387-27048-5_5</ext-link>, 2005.</mixed-citation></ref>
      <ref id="bib1.bib30"><label>30</label><mixed-citation>Köhler, P. and Mulitza, S.: No detectable influence of the carbonate ion effect on changes in stable carbon isotope ratios (<inline-formula><mml:math id="M334" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula>) of shallow dwelling planktic foraminifera over the past 160 kyr, Clim. Past, 20, 991–1015, <ext-link xlink:href="https://doi.org/10.5194/cp-20-991-2024" ext-link-type="DOI">10.5194/cp-20-991-2024</ext-link>, 2024.</mixed-citation></ref>
      <ref id="bib1.bib31"><label>31</label><mixed-citation>Lachkar, Z., Cornejo-D'Ottone, M., Singh, A., Arístegui, J., Dewitte, B., Fawcett, S., Garçon, V., Lovecchio, E., Molina, V., and Vinayachandran, P. N. M.: Biogeochemistry of greenhouse gases in coastal upwelling systems: Processes and sensitivity to global change, Elem. Sci. Anth., 12, 00088, <ext-link xlink:href="https://doi.org/10.1525/elementa.2023.00088" ext-link-type="DOI">10.1525/elementa.2023.00088</ext-link>, 2024.</mixed-citation></ref>
      <ref id="bib1.bib32"><label>32</label><mixed-citation>Le Quéré, C., Andrew, R. M., Friedlingstein, P., Sitch, S., Hauck, J., Pongratz, J., Pickers, P. A., Korsbakken, J. I., Peters, G. P., Canadell, J. G., Arneth, A., Arora, V. K., Barbero, L., Bastos, A., Bopp, L., Chevallier, F., Chini, L. P., Ciais, P., Doney, S. C., Gkritzalis, T., Goll, D. S., Harris, I., Haverd, V., Hoffman, F. M., Hoppema, M., Houghton, R. A., Hurtt, G., Ilyina, T., Jain, A. K., Johannessen, T., Jones, C. D., Kato, E., Keeling, R. F., Goldewijk, K. K., Landschützer, P., Lefèvre, N., Lienert, S., Liu, Z., Lombardozzi, D., Metzl, N., Munro, D. R., Nabel, J. E. M. S., Nakaoka, S., Neill, C., Olsen, A., Ono, T., Patra, P., Peregon, A., Peters, W., Peylin, P., Pfeil, B., Pierrot, D., Poulter, B., Rehder, G., Resplandy, L., Robertson, E., Rocher, M., Rödenbeck, C., Schuster, U., Schwinger, J., Séférian, R., Skjelvan, I., Steinhoff, T., Sutton, A., Tans, P. P., Tian, H., Tilbrook, B., Tubiello, F. N., van der Laan-Luijkx, I. T., van der Werf, G. R., Viovy, N., Walker, A. P., Wiltshire, A. J., Wright, R., Zaehle, S., and Zheng, B.: Global Carbon Budget 2018, Earth Syst. Sci. Data, 10, 2141–2194, <ext-link xlink:href="https://doi.org/10.5194/essd-10-2141-2018" ext-link-type="DOI">10.5194/essd-10-2141-2018</ext-link>, 2018.</mixed-citation></ref>
      <ref id="bib1.bib33"><label>33</label><mixed-citation>Lefèvre, N., Veleda, D., and Hartman, S. E.: Outgassing of CO<sub>2</sub> dominates in the coastal upwelling off the northwest African coast, Deep-Sea Res. Pt. I, 200, 104130, <ext-link xlink:href="https://doi.org/10.1016/j.dsr.2023.104130" ext-link-type="DOI">10.1016/j.dsr.2023.104130</ext-link>, 2023.</mixed-citation></ref>
      <ref id="bib1.bib34"><label>34</label><mixed-citation>Lynn, R. J. and Simpson, J. J.: The California Current system: The seasonal variability of its physical characteristics, J. Geophys. Res., 92, 12947, <ext-link xlink:href="https://doi.org/10.1029/JC092iC12p12947" ext-link-type="DOI">10.1029/JC092iC12p12947</ext-link>, 1987.</mixed-citation></ref>
      <ref id="bib1.bib35"><label>35</label><mixed-citation>Olsen, A., Lange, N., Key, R. M., Tanhua, T., Bittig, H. C., Kozyr, A., Álvarez, M., Azetsu-Scott, K., Becker, S., Brown, P. J., Carter, B. R., Cotrim da Cunha, L., Feely, R. A., van Heuven, S., Hoppema, M., Ishii, M., Jeansson, E., Jutterström, S., Landa, C. S., Lauvset, S. K., Michaelis, P., Murata, A., Pérez, F. F., Pfeil, B., Schirnick, C., Steinfeldt, R., Suzuki, T., Tilbrook, B., Velo, A., Wanninkhof, R., and Woosley, R. J.: An updated version of the global interior ocean biogeochemical data product, GLODAPv2.2020, Earth Syst. Sci. Data, 12, 3653–3678, <ext-link xlink:href="https://doi.org/10.5194/essd-12-3653-2020" ext-link-type="DOI">10.5194/essd-12-3653-2020</ext-link>, 2020.</mixed-citation></ref>
      <ref id="bib1.bib36"><label>36</label><mixed-citation>O'Mara, N. A., Cheung, A. H., Kelly, C. S., Sandwick, S., Herbert, T. D., Russell, J. M., Abella‐Gutiérrez, J., Dee, S. G., Swarzenski, P. W., and Herguera, J. C.: Subtropical Pacific Ocean Temperature Fluctuations in the Common Era: Multidecadal Variability and Its Relationship With Southwestern North American Megadroughts, Geophys. Res. Lett., 46, 14662–14673, <ext-link xlink:href="https://doi.org/10.1029/2019GL084828" ext-link-type="DOI">10.1029/2019GL084828</ext-link>, 2019.</mixed-citation></ref>
      <ref id="bib1.bib37"><label>37</label><mixed-citation>Osborne, E. B., Thunell, R. C., Gruber, N., Feely, R. A., and Benitez-Nelson, C. R.: Decadal variability in twentieth-century ocean acidification in the California Current Ecosystem, Nat. Geosci., 13, 43–49, <ext-link xlink:href="https://doi.org/10.1038/s41561-019-0499-z" ext-link-type="DOI">10.1038/s41561-019-0499-z</ext-link>, 2020.</mixed-citation></ref>
      <ref id="bib1.bib38"><label>38</label><mixed-citation>Phleger, F. B. and Soutar, A.: Production of Benthic Foraminifera in Three East Pacific Oxygen Minima, Micropaleontology, 19, 110, <ext-link xlink:href="https://doi.org/10.2307/1484973" ext-link-type="DOI">10.2307/1484973</ext-link>, 1973.</mixed-citation></ref>
      <ref id="bib1.bib39"><label>39</label><mixed-citation>Quay, P., Sonnerup, R., Westby, T., Stutsman, J., and McNichol, A.: Changes in the <inline-formula><mml:math id="M336" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">13</mml:mn></mml:msup><mml:mi mathvariant="normal">C</mml:mi><mml:msup><mml:mo>/</mml:mo><mml:mn mathvariant="normal">12</mml:mn></mml:msup><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula> of dissolved inorganic carbon in the ocean as a tracer of anthropogenic CO<sub>2</sub> uptake: Changes in the <inline-formula><mml:math id="M338" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">13</mml:mn></mml:msup><mml:mi mathvariant="normal">C</mml:mi><mml:msup><mml:mo>/</mml:mo><mml:mn mathvariant="normal">12</mml:mn></mml:msup><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula> of DIC in the Ocean, Global Biogeochem. Cy., 17, 4-1–4-20, <ext-link xlink:href="https://doi.org/10.1029/2001GB001817" ext-link-type="DOI">10.1029/2001GB001817</ext-link>, 2003.</mixed-citation></ref>
      <ref id="bib1.bib40"><label>40</label><mixed-citation>Quay, P., Sonnerup, R., Stutsman, J., Maurer, J., Körtzinger, A., Padin, X. A., and Robinson, C.: Anthropogenic CO<sub>2</sub> accumulation rates in the North Atlantic Ocean from changes in the <sup>13</sup>C/<sup>12</sup>C of dissolved inorganic carbon: CO<sub>2</sub> uptake in North Atlantic using <sup>13</sup>C/<sup>12</sup>C, Global Biogeochem. Cy., 21, <ext-link xlink:href="https://doi.org/10.1029/2006GB002761" ext-link-type="DOI">10.1029/2006GB002761</ext-link>, 2007.</mixed-citation></ref>
      <ref id="bib1.bib41"><label>41</label><mixed-citation>Quay, P., Sonnerup, R., Munro, D., and Sweeney, C.: Anthropogenic CO<sub>2</sub> accumulation and uptake rates in the Pacific Ocean based on changes in the <inline-formula><mml:math id="M346" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi/><mml:mn mathvariant="normal">13</mml:mn></mml:msup><mml:mi mathvariant="normal">C</mml:mi><mml:msup><mml:mo>/</mml:mo><mml:mn mathvariant="normal">12</mml:mn></mml:msup><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula> of dissolved inorganic carbon, Global Biogeochem. Cy., 31, 59–80, <ext-link xlink:href="https://doi.org/10.1002/2016GB005460" ext-link-type="DOI">10.1002/2016GB005460</ext-link>, 2017.</mixed-citation></ref>
      <ref id="bib1.bib42"><label>42</label><mixed-citation>Racapé, V., Pierre, C., Metzl, N., Lo Monaco, C., Reverdin, G., Olsen, A., Morin, P., Vázquez-Rodríguez, M., Ríos, A. F., and Pérez, F. F.: Anthropogenic carbon changes in the Irminger Basin (1981–2006): Coupling <inline-formula><mml:math id="M347" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C<sub>DIC</sub> and DIC observations, J. Mar. Syst., 126, 24–32, <ext-link xlink:href="https://doi.org/10.1016/j.jmarsys.2012.12.005" ext-link-type="DOI">10.1016/j.jmarsys.2012.12.005</ext-link>, 2013.</mixed-citation></ref>
      <ref id="bib1.bib43"><label>43</label><mixed-citation>Ravelo, A. C. and Fairbanks, R. G.: Oxygen Isotopic Composition of Multiple Species of Planktonic Foraminifera: Recorders of the Modern Photic Zone Temperature Gradient, Paleoceanography, 7, 815–831, <ext-link xlink:href="https://doi.org/10.1029/92PA02092" ext-link-type="DOI">10.1029/92PA02092</ext-link>, 1992.</mixed-citation></ref>
      <ref id="bib1.bib44"><label>44</label><mixed-citation>Rubino, M., Etheridge, D. M., Thornton, D. P., Howden, R., Allison, C. E., Francey, R. J., Langenfelds, R. L., Steele, L. P., Trudinger, C. M., Spencer, D. A., Curran, M. A. J., van Ommen, T. D., and Smith, A. M.: Revised records of atmospheric trace gases CO<sub>2</sub>, CH<sub>4</sub>, N<sub>2</sub>O, and <inline-formula><mml:math id="M352" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C-CO<sub>2</sub> over the last 2000 years from Law Dome, Antarctica, Earth Syst. Sci. Data, 11, 473–492, <ext-link xlink:href="https://doi.org/10.5194/essd-11-473-2019" ext-link-type="DOI">10.5194/essd-11-473-2019</ext-link>, 2019.</mixed-citation></ref>
      <ref id="bib1.bib45"><label>45</label><mixed-citation>Sarmiento, J. L. and Gruber, N.: Sinks for Anthropogenic Carbon, Phys. Today, 55, 30–36, <ext-link xlink:href="https://doi.org/10.1063/1.1510279" ext-link-type="DOI">10.1063/1.1510279</ext-link>, 2002.</mixed-citation></ref>
      <ref id="bib1.bib46"><label>46</label><mixed-citation>Sautter, L. R. and Thunell, R. C.: Seasonal Variability in the <inline-formula><mml:math id="M354" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">18</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>O and <inline-formula><mml:math id="M355" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C of Planktonic Foraminifera from an Upwelling Environment: Sediment Trap Results from the San Pedro Basin, Southern California Bight, Paleoceanography, 6, 307–334, <ext-link xlink:href="https://doi.org/10.1029/91PA00385" ext-link-type="DOI">10.1029/91PA00385</ext-link>, 1991.</mixed-citation></ref>
      <ref id="bib1.bib47"><label>47</label><mixed-citation>Sonnerup, R. E., Quay, P. D., McNichol, A. P., Bullister, J. L., Westby, T. A., and Anderson, H. L.: Reconstructing the oceanic <sup>13</sup>C Suess Effect, Global Biogeochem. Cy., 13, 857–872, <ext-link xlink:href="https://doi.org/10.1029/1999GB900027" ext-link-type="DOI">10.1029/1999GB900027</ext-link>, 1999.</mixed-citation></ref>
      <ref id="bib1.bib48"><label>48</label><mixed-citation>Soutar, A. and Isaacs, J. D.: Abundance of pelagic fish during the 19th and 20th centuries as recorded in anaerobic sediment off the Californias, Fish. Bull., 72, 257–273, 1974.</mixed-citation></ref>
      <ref id="bib1.bib49"><label>49</label><mixed-citation>Spero, H. J., Bijma, J., Lea, D. W., and Bemis, B. E.: Effect of seawater carbonate concentration on foraminiferal carbon and oxygen isotopes, Nature, 390, 497–500, <ext-link xlink:href="https://doi.org/10.1038/37333" ext-link-type="DOI">10.1038/37333</ext-link>, 1997.</mixed-citation></ref>
      <ref id="bib1.bib50"><label>50</label><mixed-citation>Spindler, M., Hemleben, C., Salomons, J. B., and Smit, L. P.: Feeding behavior of some planktonic foraminifers in laboratory cultures, J. Foraminifer. Res., 14, 237–249, <ext-link xlink:href="https://doi.org/10.2113/gsjfr.14.4.237" ext-link-type="DOI">10.2113/gsjfr.14.4.237</ext-link>, 1984.</mixed-citation></ref>
      <ref id="bib1.bib51"><label>51</label><mixed-citation>Stoll, H. M., Bolton, C., Jaggi, M., Martinez-Garcia, A., and Bernasconi, S. M.: Divergent estimates of Miocene to Pleistocene upper ocean temperatures in the South Atlantic Ocean from alkenone and coccolith clumped isotope proxies, Clim. Past, 21, 2189–2203, <ext-link xlink:href="https://doi.org/10.5194/cp-21-2189-2025" ext-link-type="DOI">10.5194/cp-21-2189-2025</ext-link>, 2025. </mixed-citation></ref>
      <ref id="bib1.bib52"><label>52</label><mixed-citation>Sverdrup, H. U. and Allen, W. E.: Distribution of diatoms in relation to the character of water masses and currents off southern California in 1938, J. Mar. Res., 2, 131–144, 1939.</mixed-citation></ref>
      <ref id="bib1.bib53"><label>53</label><mixed-citation>Tagliabue, A. and Bopp, L.: Towards understanding global variability in ocean carbon-13, Global Biogeochem. Cy., 22, <ext-link xlink:href="https://doi.org/10.1029/2007GB003037" ext-link-type="DOI">10.1029/2007GB003037</ext-link>, 2008.</mixed-citation></ref>
      <ref id="bib1.bib54"><label>54</label><mixed-citation>Tans, P.: Reminiscing on the Use and Abuse of <sup>14</sup>C and <sup>13</sup>C in Atmospheric CO<sub>2</sub>, Radiocarbon, 64, 747–760, <ext-link xlink:href="https://doi.org/10.1017/RDC.2022.7" ext-link-type="DOI">10.1017/RDC.2022.7</ext-link>, 2022.</mixed-citation></ref>
      <ref id="bib1.bib55"><label>55</label><mixed-citation>Thunell, R. C.: Seasonal and annual variability in particle fluxes in the Gulf of California: A response to climate forcing, Deep Sea Res. Part Oceanogr. Res. Pap., 45, 2059–2083, <ext-link xlink:href="https://doi.org/10.1016/S0967-0637(98)00053-3" ext-link-type="DOI">10.1016/S0967-0637(98)00053-3</ext-link>, 1998.</mixed-citation></ref>
      <ref id="bib1.bib56"><label>56</label><mixed-citation>Van Geen, A., McCorkle, D. C., and Klinkhammer, G. P.: Sensitivity of the phosphate‐cadmium‐carbon isotope relation in the ocean to cadmium removal by suboxic sediments, Paleoceanography, 10, 159–169, <ext-link xlink:href="https://doi.org/10.1029/94PA03352" ext-link-type="DOI">10.1029/94PA03352</ext-link>, 1995.</mixed-citation></ref>
      <ref id="bib1.bib57"><label>57</label><mixed-citation>Verwega, M.-T., Somes, C. J., Schartau, M., Tuerena, R. E., Lorrain, A., Oschlies, A., and Slawig, T.: Description of a global marine particulate organic carbon-13 isotope data set, Earth Syst. Sci. Data, 13, 4861–4880, <ext-link xlink:href="https://doi.org/10.5194/essd-13-4861-2021" ext-link-type="DOI">10.5194/essd-13-4861-2021</ext-link>, 2021.</mixed-citation></ref>
      <ref id="bib1.bib58"><label>58</label><mixed-citation>Wanninkhof, R., Park, G.-H., Takahashi, T., Sweeney, C., Feely, R., Nojiri, Y., Gruber, N., Doney, S. C., McKinley, G. A., Lenton, A., Le Quéré, C., Heinze, C., Schwinger, J., Graven, H., and Khatiwala, S.: Global ocean carbon uptake: magnitude, variability and trends, Biogeosciences, 10, 1983–2000, <ext-link xlink:href="https://doi.org/10.5194/bg-10-1983-2013" ext-link-type="DOI">10.5194/bg-10-1983-2013</ext-link>, 2013.</mixed-citation></ref>
      <ref id="bib1.bib59"><label>59</label><mixed-citation>Wefer, G. and Berger, W. H.: Isotope paleontology: growth and composition of extant calcareous species, Mar. Geol., 100, 207–248, <ext-link xlink:href="https://doi.org/10.1016/0025-3227(91)90234-U" ext-link-type="DOI">10.1016/0025-3227(91)90234-U</ext-link>, 1991.</mixed-citation></ref>
      <ref id="bib1.bib60"><label>60</label><mixed-citation>Weiss, R. F.: Carbon dioxide in water and seawater: the solubility of a non-ideal gas, Mar. Chem., 2, 203–215, <ext-link xlink:href="https://doi.org/10.1016/0304-4203(74)90015-2" ext-link-type="DOI">10.1016/0304-4203(74)90015-2</ext-link>, 1974.</mixed-citation></ref>
      <ref id="bib1.bib61"><label>61</label><mixed-citation>Wolfe, W. H., Martz, T. R., Dickson, A. G., Goericke, R., and Ohman, M. D.: A 37-year record of ocean acidification in the Southern California current, Commun. Earth Environ., 4, 406, <ext-link xlink:href="https://doi.org/10.1038/s43247-023-01065-0" ext-link-type="DOI">10.1038/s43247-023-01065-0</ext-link>, 2023.</mixed-citation></ref>
      <ref id="bib1.bib62"><label>62</label><mixed-citation>Young, J. N., Bruggeman, J., Rickaby, R. E. M., Erez, J., and Conte, M.: Evidence for changes in carbon isotopic fractionation by phytoplankton between 1960 and 2010, Global Biogeochem. Cy., 27, 505–515, <ext-link xlink:href="https://doi.org/10.1002/gbc.20045" ext-link-type="DOI">10.1002/gbc.20045</ext-link>, 2013.</mixed-citation></ref>

  </ref-list></back>
    <!--<article-title-html>Timing of the anthropogenic carbon invasion  in the Southern California Current</article-title-html>
<abstract-html/>
<ref-html id="bib1.bib1"><label>1</label><mixed-citation>
      
Abella-Gutiérrez, J. and Herguera, J. C.: Sensitivity of carbon paleoproductivity in the Southern California Current System on different time scales for the last 2 ka: Carbon Paleoproductivity in the Southern CCS, Paleoceanography, 31, 953–970, <a href="https://doi.org/10.1002/2015PA002872" target="_blank">https://doi.org/10.1002/2015PA002872</a>, 2016.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib2"><label>2</label><mixed-citation>
      Abella‐Gutiérrez, J., Herguera, J. C., Mortyn, P. G., Kelly, C. S., and Martínez‐Botí, M. A.: Multidecadal Climate Variability in the Southern Region of the California Current System During the Last 1,800 Years, Paleoceanogr. Paleoclimatology, 35, e2019PA003825, <a href="https://doi.org/10.1029/2019PA003825" target="_blank">https://doi.org/10.1029/2019PA003825</a>, 2020.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib3"><label>3</label><mixed-citation>
      Aguilera, V. M., Vargas, C. A., and Dewitte, B.: Intraseasonal Hydrographic Variations and Nearshore Carbonates System Off Northern Chile During the 2015 El Niño Event, J. Geophys. Res.-Biogeo., 125, e2020JG005704, <a href="https://doi.org/10.1029/2020JG005704" target="_blank">https://doi.org/10.1029/2020JG005704</a>, 2020.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib4"><label>4</label><mixed-citation>
      Berger, W., Bonneau, M., and Parker, F.: Foraminifera on the deep-sea floor – lysocline and dissolution rate, Oceanol. Acta, 5, 249–258, 1982.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib5"><label>5</label><mixed-citation>
      Berger, W. H.: Sedimentation of planktonic foraminifera, Mar. Geol., 11, 325–358, <a href="https://doi.org/10.1016/0025-3227(71)90035-1" target="_blank">https://doi.org/10.1016/0025-3227(71)90035-1</a>, 1971.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib6"><label>6</label><mixed-citation>
      Brady, R. X., Lovenduski, N. S., Alexander, M. A., Jacox, M., and Gruber, N.: On the role of climate modes in modulating the air–sea CO<sub>2</sub> fluxes in eastern boundary upwelling systems, Biogeosciences, 16, 329–346, <a href="https://doi.org/10.5194/bg-16-329-2019" target="_blank">https://doi.org/10.5194/bg-16-329-2019</a>, 2019.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib7"><label>7</label><mixed-citation>
      Broecker, W. S. and Peng, T.-H.: The role of CaCO<sub>3</sub> compensation in the glacial to interglacial atmospheric CO<sub>2</sub> change, Global Biogeochem. Cy., 1, 15–29, <a href="https://doi.org/10.1029/GB001i001p00015" target="_blank">https://doi.org/10.1029/GB001i001p00015</a>, 1987.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib8"><label>8</label><mixed-citation>
      Chikamoto, M. O. and DiNezio, P.: Multi‐Century Changes in the Ocean Carbon Cycle Controlled by the Tropical Oceans and the Southern Ocean, Global Biogeochem. Cy., 35, e2021GB007090, <a href="https://doi.org/10.1029/2021GB007090" target="_blank">https://doi.org/10.1029/2021GB007090</a>, 2021.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib9"><label>9</label><mixed-citation>
      
Contreras Pacheco, Y. V., Abella-Gutiérrez, J. L., Vallejo Espinosa, G., and Herguera, J. C.: Timing of the anthropogenic carbon invasion in the Southern California Current, Zenodo [code and data set], <a href="https://doi.org/10.5281/zenodo.22760411" target="_blank">https://doi.org/10.5281/zenodo.22760411</a>, 2025.


    </mixed-citation></ref-html>
<ref-html id="bib1.bib10"><label>10</label><mixed-citation>
      DeVries, T.: The oceanic anthropogenic CO<sub>2</sub> sink: Storage, air‐sea fluxes, and transports over the industrial era, Global Biogeochem. Cy., 28, 631–647, <a href="https://doi.org/10.1002/2013GB004739" target="_blank">https://doi.org/10.1002/2013GB004739</a>, 2014.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib11"><label>11</label><mixed-citation>
      Durazo, R.: Seasonality of the transitional region of the California Current System off Baja California, J. Geophys. Res.-Oceans, 120, 1173–1196, <a href="https://doi.org/10.1002/2014JC010405" target="_blank">https://doi.org/10.1002/2014JC010405</a>, 2015.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib12"><label>12</label><mixed-citation>
      Eide, M., Olsen, A., Ninnemann, U. S., and Eldevik, T.: A global estimate of the full oceanic <sup>13</sup>C Suess effect since the preindustrial, Global Biogeochem. Cy., 31, 492–514, <a href="https://doi.org/10.1002/2016GB005472" target="_blank">https://doi.org/10.1002/2016GB005472</a>, 2017.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib13"><label>13</label><mixed-citation>
      Emiliani, C.: Depth habitats of some species of pelagic Foraminifera as indicated by oxygen isotope ratios, Am. J. Sci., 252, 149–158, <a href="https://doi.org/10.2475/ajs.252.3.149" target="_blank">https://doi.org/10.2475/ajs.252.3.149</a>, 1954.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib14"><label>14</label><mixed-citation>
      Esparza-Alvarez, M. A., Herguera, J. C., and Lange, C.: Last century patterns of sea surface temperatures and diatom ( &gt; 38&thinsp;µm) variability in the Southern California current, Mar. Micropaleontol., 64, 18–35, <a href="https://doi.org/10.1016/j.marmicro.2007.01.001" target="_blank">https://doi.org/10.1016/j.marmicro.2007.01.001</a>, 2007.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib15"><label>15</label><mixed-citation>
      Fairbanks, R. G. and Wiebe, P. H.: Foraminifera and Chlorophyll Maximum: Vertical Distribution, Seasonal Succession, and Paleoceanographic Significance, Science, 209, 1524–1526, <a href="https://doi.org/10.1126/science.209.4464.1524" target="_blank">https://doi.org/10.1126/science.209.4464.1524</a>, 1980.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib16"><label>16</label><mixed-citation>
      Feely, R. A., Sabine, C. L., Lee, K., Berelson, W., Kleypas, J., Fabry, V. J., and Millero, F. J.: Impact of Anthropogenic CO<sub>2</sub> on the CaCO<sub>3</sub> System in the Oceans, Science, 305, 362–366, <a href="https://doi.org/10.1126/science.1097329" target="_blank">https://doi.org/10.1126/science.1097329</a>, 2004.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib17"><label>17</label><mixed-citation>
      Feely, R. A., Sabine, C. L., Hernandez-Ayon, J. M., Ianson, D., and Hales, B.: Evidence for Upwelling of Corrosive “Acidified” Water onto the Continental Shelf, Science, 320, 1490–1492, <a href="https://doi.org/10.1126/science.1155676" target="_blank">https://doi.org/10.1126/science.1155676</a>, 2008.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib18"><label>18</label><mixed-citation>
      Field, D. B.: Variability in vertical distributions of planktonic foraminifera in the California Current: Relationships to vertical ocean structure: Vertical Variability of Foraminifera, Paleoceanography, 19, <a href="https://doi.org/10.1029/2003PA000970" target="_blank">https://doi.org/10.1029/2003PA000970</a>, 2004.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib19"><label>19</label><mixed-citation>
      
Frazão, H. C., Send, U., Sutton, A. J., Ohman, M. D., Lankhorst, M., Martz, T. R., and Sevadjian, J.: Open Ocean Versus Upwelling Regimes: Air-Sea CO<sub>2</sub> Fluxes and <i>p</i>CO<sub>2</sub> Inter-Annual Variability in the Southern California Current System, J. Geophys. Res.-Oceans, 130, e2024JC022126, <a href="https://doi.org/10.1029/2024JC022126" target="_blank">https://doi.org/10.1029/2024JC022126</a>, 2025.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib20"><label>20</label><mixed-citation>
      Freeman, K. H. and Hayes, J. M.: Fractionation of carbon isotopes by phytoplankton and estimates of ancient CO<sub>2</sub> levels, Global Biogeochem. Cy., 6, 185–198, <a href="https://doi.org/10.1029/92GB00190" target="_blank">https://doi.org/10.1029/92GB00190</a>, 1992.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib21"><label>21</label><mixed-citation>
      Friedlingstein, P., O'Sullivan, M., Jones, M. W., Andrew, R. M., Hauck, J., Landschützer, P., Le Quéré, C., Li, H., Luijkx, I. T., Olsen, A., Peters, G. P., Peters, W., Pongratz, J., Schwingshackl, C., Sitch, S., Canadell, J. G., Ciais, P., Jackson, R. B., Alin, S. R., Arneth, A., Arora, V., Bates, N. R., Becker, M., Bellouin, N., Berghoff, C. F., Bittig, H. C., Bopp, L., Cadule, P., Campbell, K., Chamberlain, M. A., Chandra, N., Chevallier, F., Chini, L. P., Colligan, T., Decayeux, J., Djeutchouang, L. M., Dou, X., Duran Rojas, C., Enyo, K., Evans, W., Fay, A. R., Feely, R. A., Ford, D. J., Foster, A., Gasser, T., Gehlen, M., Gkritzalis, T., Grassi, G., Gregor, L., Gruber, N., Gürses, Ö., Harris, I., Hefner, M., Heinke, J., Hurtt, G. C., Iida, Y., Ilyina, T., Jacobson, A. R., Jain, A. K., Jarníková, T., Jersild, A., Jiang, F., Jin, Z., Kato, E., Keeling, R. F., Klein Goldewijk, K., Knauer, J., Korsbakken, J. I., Lan, X., Lauvset, S. K., Lefèvre, N., Liu, Z., Liu, J., Ma, L., Maksyutov, S., Marland, G., Mayot, N., McGuire, P. C., Metzl, N., Monacci, N. M., Morgan, E. J., Nakaoka, S.-I., Neill, C., Niwa, Y., Nützel, T., Olivier, L., Ono, T., Palmer, P. I., Pierrot, D., Qin, Z., Resplandy, L., Roobaert, A., Rosan, T. M., Rödenbeck, C., Schwinger, J., Smallman, T. L., Smith, S. M., Sospedra-Alfonso, R., Steinhoff, T., Sun, Q., Sutton, A. J., Séférian, R., Takao, S., Tatebe, H., Tian, H., Tilbrook, B., Torres, O., Tourigny, E., Tsujino, H., Tubiello, F., van der Werf, G., Wanninkhof, R., Wang, X., Yang, D., Yang, X., Yu, Z., Yuan, W., Yue, X., Zaehle, S., Zeng, N., and Zeng, J.: Global Carbon Budget 2024, Earth Syst. Sci. Data, 17, 965–1039, <a href="https://doi.org/10.5194/essd-17-965-2025" target="_blank">https://doi.org/10.5194/essd-17-965-2025</a>, 2025.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib22"><label>22</label><mixed-citation>
      Fung, I. Y., Doney, S. C., Lindsay, K., and John, J.: Evolution of carbon sinks in a changing climate, P. Natl. Acad. Sci. USA, 102, 11201–11206, <a href="https://doi.org/10.1073/pnas.0504949102" target="_blank">https://doi.org/10.1073/pnas.0504949102</a>, 2005.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib23"><label>23</label><mixed-citation>
      Gastrich, M. D. and Bartha, R.: Primary productivity in the planktonic foraminifer <i>Globigerinoides ruber</i> (d'Orbigny), J. Foraminifer. Res., 18, 137–142, <a href="https://doi.org/10.2113/gsjfr.18.2.137" target="_blank">https://doi.org/10.2113/gsjfr.18.2.137</a>, 1988.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib24"><label>24</label><mixed-citation>
      Ge, T., Luo, C., Ren, P., Zhang, H., Fan, D., Chen, H., Chen, Z., Zhang, J., and Wang, X.: Stable carbon isotopes of dissolved inorganic carbon in the Western North Pacific Ocean: Proxy for water mixing and dynamics, Front. Mar. Sci., 9, 998437, <a href="https://doi.org/10.3389/fmars.2022.998437" target="_blank">https://doi.org/10.3389/fmars.2022.998437</a>, 2022.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib25"><label>25</label><mixed-citation>
      Gruber, N., Keeling, C. D., Bacastow, R. B., Guenther, P. R., Lueker, T. J., Wahlen, M., Meijer, H. A. J., Mook, W. G., and Stocker, T. F.: Spatiotemporal patterns of carbon-13 in the global surface oceans and the oceanic suess effect, Global Biogeochem. Cy., 13, 307–335, <a href="https://doi.org/10.1029/1999GB900019" target="_blank">https://doi.org/10.1029/1999GB900019</a>, 1999.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib26"><label>26</label><mixed-citation>
      Hickey, B. M.: The California current system – hypotheses and facts, Prog. Oceanogr., 8, 191–279, <a href="https://doi.org/10.1016/0079-6611(79)90002-8" target="_blank">https://doi.org/10.1016/0079-6611(79)90002-8</a>, 1979.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib27"><label>27</label><mixed-citation>
      Juillet-Leclerc, A. and Schrader, H.: Variations of upwelling intensity recorded in varved sediment from the Gulf of California during the past 3,000 years, Nature, 329, 146–149, <a href="https://doi.org/10.1038/329146a0" target="_blank">https://doi.org/10.1038/329146a0</a>, 1987.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib28"><label>28</label><mixed-citation>
      Keeling, C. D., Mook, W. G., and Tans, P. P.: Recent trends in the <sup>13</sup>C∕<sup>12</sup>C ratio of atmospheric carbon dioxide, Nature, 277, 121–123, <a href="https://doi.org/10.1038/277121a0" target="_blank">https://doi.org/10.1038/277121a0</a>, 1979.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib29"><label>29</label><mixed-citation>
      
Keeling, C. D., Piper, S. C., Bacastow, R. B., Wahlen, M., Whorf, T. P., Heimann, M., and Meijer, H. A.: Atmospheric CO<sub>2</sub> and <sup>13</sup>CO<sub>2</sub> exchange with the terrestrial biosphere and oceans from 1978 to 2000: observations and carbon cycle implications, in: A History of Atmospheric CO<sub>2</sub> and its effects on Plants, Animals, and Ecosystems, Springer Verlag, New York, 83–113, ISBN 978-0-387-27048-7, <a href="https://doi.org/10.1007/0-387-27048-5_5" target="_blank">https://doi.org/10.1007/0-387-27048-5_5</a>, 2005.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib30"><label>30</label><mixed-citation>
      Köhler, P. and Mulitza, S.: No detectable influence of the carbonate ion effect on changes in stable carbon isotope ratios (<i>δ</i><sup>13</sup>C) of shallow dwelling planktic foraminifera over the past 160&thinsp;kyr, Clim. Past, 20, 991–1015, <a href="https://doi.org/10.5194/cp-20-991-2024" target="_blank">https://doi.org/10.5194/cp-20-991-2024</a>, 2024.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib31"><label>31</label><mixed-citation>
      Lachkar, Z., Cornejo-D'Ottone, M., Singh, A., Arístegui, J., Dewitte, B., Fawcett, S., Garçon, V., Lovecchio, E., Molina, V., and Vinayachandran, P. N. M.: Biogeochemistry of greenhouse gases in coastal upwelling systems: Processes and sensitivity to global change, Elem. Sci. Anth., 12, 00088, <a href="https://doi.org/10.1525/elementa.2023.00088" target="_blank">https://doi.org/10.1525/elementa.2023.00088</a>, 2024.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib32"><label>32</label><mixed-citation>
      Le Quéré, C., Andrew, R. M., Friedlingstein, P., Sitch, S., Hauck, J., Pongratz, J., Pickers, P. A., Korsbakken, J. I., Peters, G. P., Canadell, J. G., Arneth, A., Arora, V. K., Barbero, L., Bastos, A., Bopp, L., Chevallier, F., Chini, L. P., Ciais, P., Doney, S. C., Gkritzalis, T., Goll, D. S., Harris, I., Haverd, V., Hoffman, F. M., Hoppema, M., Houghton, R. A., Hurtt, G., Ilyina, T., Jain, A. K., Johannessen, T., Jones, C. D., Kato, E., Keeling, R. F., Goldewijk, K. K., Landschützer, P., Lefèvre, N., Lienert, S., Liu, Z., Lombardozzi, D., Metzl, N., Munro, D. R., Nabel, J. E. M. S., Nakaoka, S., Neill, C., Olsen, A., Ono, T., Patra, P., Peregon, A., Peters, W., Peylin, P., Pfeil, B., Pierrot, D., Poulter, B., Rehder, G., Resplandy, L., Robertson, E., Rocher, M., Rödenbeck, C., Schuster, U., Schwinger, J., Séférian, R., Skjelvan, I., Steinhoff, T., Sutton, A., Tans, P. P., Tian, H., Tilbrook, B., Tubiello, F. N., van der Laan-Luijkx, I. T., van der Werf, G. R., Viovy, N., Walker, A. P., Wiltshire, A. J., Wright, R., Zaehle, S., and Zheng, B.: Global Carbon Budget 2018, Earth Syst. Sci. Data, 10, 2141–2194, <a href="https://doi.org/10.5194/essd-10-2141-2018" target="_blank">https://doi.org/10.5194/essd-10-2141-2018</a>, 2018.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib33"><label>33</label><mixed-citation>
      
Lefèvre, N., Veleda, D., and Hartman, S. E.: Outgassing of CO<sub>2</sub> dominates in the coastal upwelling off the northwest African coast, Deep-Sea Res. Pt. I, 200, 104130, <a href="https://doi.org/10.1016/j.dsr.2023.104130" target="_blank">https://doi.org/10.1016/j.dsr.2023.104130</a>, 2023.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib34"><label>34</label><mixed-citation>
      Lynn, R. J. and Simpson, J. J.: The California Current system: The seasonal variability of its physical characteristics, J. Geophys. Res., 92, 12947, <a href="https://doi.org/10.1029/JC092iC12p12947" target="_blank">https://doi.org/10.1029/JC092iC12p12947</a>, 1987.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib35"><label>35</label><mixed-citation>
      Olsen, A., Lange, N., Key, R. M., Tanhua, T., Bittig, H. C., Kozyr, A., Álvarez, M., Azetsu-Scott, K., Becker, S., Brown, P. J., Carter, B. R., Cotrim da Cunha, L., Feely, R. A., van Heuven, S., Hoppema, M., Ishii, M., Jeansson, E., Jutterström, S., Landa, C. S., Lauvset, S. K., Michaelis, P., Murata, A., Pérez, F. F., Pfeil, B., Schirnick, C., Steinfeldt, R., Suzuki, T., Tilbrook, B., Velo, A., Wanninkhof, R., and Woosley, R. J.: An updated version of the global interior ocean biogeochemical data product, GLODAPv2.2020, Earth Syst. Sci. Data, 12, 3653–3678, <a href="https://doi.org/10.5194/essd-12-3653-2020" target="_blank">https://doi.org/10.5194/essd-12-3653-2020</a>, 2020.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib36"><label>36</label><mixed-citation>
      O'Mara, N. A., Cheung, A. H., Kelly, C. S., Sandwick, S., Herbert, T. D., Russell, J. M., Abella‐Gutiérrez, J., Dee, S. G., Swarzenski, P. W., and Herguera, J. C.: Subtropical Pacific Ocean Temperature Fluctuations in the Common Era: Multidecadal Variability and Its Relationship With Southwestern North American Megadroughts, Geophys. Res. Lett., 46, 14662–14673, <a href="https://doi.org/10.1029/2019GL084828" target="_blank">https://doi.org/10.1029/2019GL084828</a>, 2019.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib37"><label>37</label><mixed-citation>
      Osborne, E. B., Thunell, R. C., Gruber, N., Feely, R. A., and Benitez-Nelson, C. R.: Decadal variability in twentieth-century ocean acidification in the California Current Ecosystem, Nat. Geosci., 13, 43–49, <a href="https://doi.org/10.1038/s41561-019-0499-z" target="_blank">https://doi.org/10.1038/s41561-019-0499-z</a>, 2020.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib38"><label>38</label><mixed-citation>
      Phleger, F. B. and Soutar, A.: Production of Benthic Foraminifera in Three East Pacific Oxygen Minima, Micropaleontology, 19, 110, <a href="https://doi.org/10.2307/1484973" target="_blank">https://doi.org/10.2307/1484973</a>, 1973.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib39"><label>39</label><mixed-citation>
      Quay, P., Sonnerup, R., Westby, T., Stutsman, J., and McNichol, A.: Changes in the <sup>13</sup>C∕<sup>12</sup>C of dissolved inorganic carbon in the ocean as a tracer of anthropogenic CO<sub>2</sub> uptake: Changes in the <sup>13</sup>C∕<sup>12</sup>C of DIC in the Ocean, Global Biogeochem. Cy., 17, 4-1–4-20, <a href="https://doi.org/10.1029/2001GB001817" target="_blank">https://doi.org/10.1029/2001GB001817</a>, 2003.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib40"><label>40</label><mixed-citation>
      
Quay, P., Sonnerup, R., Stutsman, J., Maurer, J., Körtzinger, A., Padin, X. A., and Robinson, C.: Anthropogenic CO<sub>2</sub> accumulation rates in the North Atlantic Ocean from changes in the <sup>13</sup>C/<sup>12</sup>C of dissolved inorganic carbon: CO<sub>2</sub> uptake in North Atlantic using <sup>13</sup>C/<sup>12</sup>C, Global Biogeochem. Cy., 21, <a href="https://doi.org/10.1029/2006GB002761" target="_blank">https://doi.org/10.1029/2006GB002761</a>, 2007.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib41"><label>41</label><mixed-citation>
      Quay, P., Sonnerup, R., Munro, D., and Sweeney, C.: Anthropogenic CO<sub>2</sub> accumulation and uptake rates in the Pacific Ocean based on changes in the <sup>13</sup>C∕<sup>12</sup>C of dissolved inorganic carbon, Global Biogeochem. Cy., 31, 59–80, <a href="https://doi.org/10.1002/2016GB005460" target="_blank">https://doi.org/10.1002/2016GB005460</a>, 2017.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib42"><label>42</label><mixed-citation>
      Racapé, V., Pierre, C., Metzl, N., Lo Monaco, C., Reverdin, G., Olsen, A., Morin, P., Vázquez-Rodríguez, M., Ríos, A. F., and Pérez, F. F.: Anthropogenic carbon changes in the Irminger Basin (1981–2006): Coupling <i>δ</i><sup>13</sup>C<sub>DIC</sub> and DIC observations, J. Mar. Syst., 126, 24–32, <a href="https://doi.org/10.1016/j.jmarsys.2012.12.005" target="_blank">https://doi.org/10.1016/j.jmarsys.2012.12.005</a>, 2013.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib43"><label>43</label><mixed-citation>
      Ravelo, A. C. and Fairbanks, R. G.: Oxygen Isotopic Composition of Multiple Species of Planktonic Foraminifera: Recorders of the Modern Photic Zone Temperature Gradient, Paleoceanography, 7, 815–831, <a href="https://doi.org/10.1029/92PA02092" target="_blank">https://doi.org/10.1029/92PA02092</a>, 1992.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib44"><label>44</label><mixed-citation>
      Rubino, M., Etheridge, D. M., Thornton, D. P., Howden, R., Allison, C. E., Francey, R. J., Langenfelds, R. L., Steele, L. P., Trudinger, C. M., Spencer, D. A., Curran, M. A. J., van Ommen, T. D., and Smith, A. M.: Revised records of atmospheric trace gases CO<sub>2</sub>, CH<sub>4</sub>, N<sub>2</sub>O, and <i>δ</i><sup>13</sup>C-CO<sub>2</sub> over the last 2000 years from Law Dome, Antarctica, Earth Syst. Sci. Data, 11, 473–492, <a href="https://doi.org/10.5194/essd-11-473-2019" target="_blank">https://doi.org/10.5194/essd-11-473-2019</a>, 2019.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib45"><label>45</label><mixed-citation>
      Sarmiento, J. L. and Gruber, N.: Sinks for Anthropogenic Carbon, Phys. Today, 55, 30–36, <a href="https://doi.org/10.1063/1.1510279" target="_blank">https://doi.org/10.1063/1.1510279</a>, 2002.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib46"><label>46</label><mixed-citation>
      Sautter, L. R. and Thunell, R. C.: Seasonal Variability in the <i>δ</i><sup>18</sup>O and <i>δ</i><sup>13</sup>C of Planktonic Foraminifera from an Upwelling Environment: Sediment Trap Results from the San Pedro Basin, Southern California Bight, Paleoceanography, 6, 307–334, <a href="https://doi.org/10.1029/91PA00385" target="_blank">https://doi.org/10.1029/91PA00385</a>, 1991.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib47"><label>47</label><mixed-citation>
      Sonnerup, R. E., Quay, P. D., McNichol, A. P., Bullister, J. L., Westby, T. A., and Anderson, H. L.: Reconstructing the oceanic <sup>13</sup>C Suess Effect, Global Biogeochem. Cy., 13, 857–872, <a href="https://doi.org/10.1029/1999GB900027" target="_blank">https://doi.org/10.1029/1999GB900027</a>, 1999.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib48"><label>48</label><mixed-citation>
      Soutar, A. and Isaacs, J. D.: Abundance of pelagic fish during the 19th and 20th centuries as recorded in anaerobic sediment off the Californias, Fish. Bull., 72, 257–273, 1974.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib49"><label>49</label><mixed-citation>
      Spero, H. J., Bijma, J., Lea, D. W., and Bemis, B. E.: Effect of seawater carbonate concentration on foraminiferal carbon and oxygen isotopes, Nature, 390, 497–500, <a href="https://doi.org/10.1038/37333" target="_blank">https://doi.org/10.1038/37333</a>, 1997.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib50"><label>50</label><mixed-citation>
      Spindler, M., Hemleben, C., Salomons, J. B., and Smit, L. P.: Feeding behavior of some planktonic foraminifers in laboratory cultures, J. Foraminifer. Res., 14, 237–249, <a href="https://doi.org/10.2113/gsjfr.14.4.237" target="_blank">https://doi.org/10.2113/gsjfr.14.4.237</a>, 1984.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib51"><label>51</label><mixed-citation>
      Stoll, H. M., Bolton, C., Jaggi, M., Martinez-Garcia, A., and Bernasconi, S. M.: Divergent estimates of Miocene to Pleistocene upper ocean temperatures in the South Atlantic Ocean from alkenone and coccolith clumped isotope proxies, Clim. Past, 21, 2189–2203, <a href="https://doi.org/10.5194/cp-21-2189-2025" target="_blank">https://doi.org/10.5194/cp-21-2189-2025</a>, 2025.


    </mixed-citation></ref-html>
<ref-html id="bib1.bib52"><label>52</label><mixed-citation>
      Sverdrup, H. U. and Allen, W. E.: Distribution of diatoms in relation to the character of water masses and currents off southern California in 1938, J. Mar. Res., 2, 131–144, 1939.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib53"><label>53</label><mixed-citation>
      Tagliabue, A. and Bopp, L.: Towards understanding global variability in ocean carbon-13, Global Biogeochem. Cy., 22, <a href="https://doi.org/10.1029/2007GB003037" target="_blank">https://doi.org/10.1029/2007GB003037</a>, 2008.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib54"><label>54</label><mixed-citation>
      Tans, P.: Reminiscing on the Use and Abuse of <sup>14</sup>C and <sup>13</sup>C in Atmospheric CO<sub>2</sub>, Radiocarbon, 64, 747–760, <a href="https://doi.org/10.1017/RDC.2022.7" target="_blank">https://doi.org/10.1017/RDC.2022.7</a>, 2022.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib55"><label>55</label><mixed-citation>
      Thunell, R. C.: Seasonal and annual variability in particle fluxes in the Gulf of California: A response to climate forcing, Deep Sea Res. Part Oceanogr. Res. Pap., 45, 2059–2083, <a href="https://doi.org/10.1016/S0967-0637(98)00053-3" target="_blank">https://doi.org/10.1016/S0967-0637(98)00053-3</a>, 1998.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib56"><label>56</label><mixed-citation>
      Van Geen, A., McCorkle, D. C., and Klinkhammer, G. P.: Sensitivity of the phosphate‐cadmium‐carbon isotope relation in the ocean to cadmium removal by suboxic sediments, Paleoceanography, 10, 159–169, <a href="https://doi.org/10.1029/94PA03352" target="_blank">https://doi.org/10.1029/94PA03352</a>, 1995.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib57"><label>57</label><mixed-citation>
      Verwega, M.-T., Somes, C. J., Schartau, M., Tuerena, R. E., Lorrain, A., Oschlies, A., and Slawig, T.: Description of a global marine particulate organic carbon-13 isotope data set, Earth Syst. Sci. Data, 13, 4861–4880, <a href="https://doi.org/10.5194/essd-13-4861-2021" target="_blank">https://doi.org/10.5194/essd-13-4861-2021</a>, 2021.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib58"><label>58</label><mixed-citation>
      Wanninkhof, R., Park, G.-H., Takahashi, T., Sweeney, C., Feely, R., Nojiri, Y., Gruber, N., Doney, S. C., McKinley, G. A., Lenton, A., Le Quéré, C., Heinze, C., Schwinger, J., Graven, H., and Khatiwala, S.: Global ocean carbon uptake: magnitude, variability and trends, Biogeosciences, 10, 1983–2000, <a href="https://doi.org/10.5194/bg-10-1983-2013" target="_blank">https://doi.org/10.5194/bg-10-1983-2013</a>, 2013.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib59"><label>59</label><mixed-citation>
      Wefer, G. and Berger, W. H.: Isotope paleontology: growth and composition of extant calcareous species, Mar. Geol., 100, 207–248, <a href="https://doi.org/10.1016/0025-3227(91)90234-U" target="_blank">https://doi.org/10.1016/0025-3227(91)90234-U</a>, 1991.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib60"><label>60</label><mixed-citation>
      Weiss, R. F.: Carbon dioxide in water and seawater: the solubility of a non-ideal gas, Mar. Chem., 2, 203–215, <a href="https://doi.org/10.1016/0304-4203(74)90015-2" target="_blank">https://doi.org/10.1016/0304-4203(74)90015-2</a>, 1974.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib61"><label>61</label><mixed-citation>
      Wolfe, W. H., Martz, T. R., Dickson, A. G., Goericke, R., and Ohman, M. D.: A 37-year record of ocean acidification in the Southern California current, Commun. Earth Environ., 4, 406, <a href="https://doi.org/10.1038/s43247-023-01065-0" target="_blank">https://doi.org/10.1038/s43247-023-01065-0</a>, 2023.

    </mixed-citation></ref-html>
<ref-html id="bib1.bib62"><label>62</label><mixed-citation>
      
Young, J. N., Bruggeman, J., Rickaby, R. E. M., Erez, J., and Conte, M.: Evidence for changes in carbon isotopic fractionation by phytoplankton between 1960 and 2010, Global Biogeochem. Cy., 27, 505–515, <a href="https://doi.org/10.1002/gbc.20045" target="_blank">https://doi.org/10.1002/gbc.20045</a>, 2013.

    </mixed-citation></ref-html>--></article>
