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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2024.1387121</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Simulating potential impacts of bottom trawling on the biological carbon pump: a case study in the Benguela Upwelling System</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Siddiqui</surname>
<given-names>Claire</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2623023"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rixen</surname>
<given-names>Tim</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/205866"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lahajnar</surname>
<given-names>Niko</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1783060"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lamont</surname>
<given-names>Tarron</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/738513"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>van der Plas</surname>
<given-names>Anja K.</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/637093"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Leibniz Centre for Tropical Marine Research &#x2013; ZMT</institution>, <addr-line>Bremen</addr-line>, <country>Germany</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Institute of Geology, Universit&#xe4;t Hamburg</institution>, <addr-line>Hamburg</addr-line>, <country>Germany</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Oceans and Coasts Research Branch, Department of Environment, Forestry and Fisheries</institution>, <addr-line>Cape Town</addr-line>, <country>South Africa</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Oceanography, University of Cape Town</institution>, <addr-line>Rondebosch</addr-line>, <country>South Africa</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Bayworld Centre for Research and Education</institution>, <addr-line>Cape Town</addr-line>, <country>South Africa</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>National Marine Information and Research Centre</institution>, <addr-line>Swakopmund</addr-line>, <country>Namibia</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Alex J. Poulton, Heriot-Watt University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Sarah Paradis, ETH Z&#xfc;rich, Switzerland</p>
<p>Martin Johnson, Ecodiversity Ltd, Ireland</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Claire Siddiqui, <email xlink:href="mailto:claire.claire.siddiqui@anemos.de">claire.siddiqui@anemos.de</email>
</p>
</fn>
<fn fn-type="present-address" id="fn003">
<p>&#x2020;Present address: Claire Siddiqui, anemos Gesellschaft f&#xfc;r Umweltmeteorologie mbH, Reppenstedt, Germany</p>
</fn> </author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>11</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>11</volume>
<elocation-id>1387121</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>02</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>10</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Siddiqui, Rixen, Lahajnar, Lamont and van der Plas</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Siddiqui, Rixen, Lahajnar, Lamont and van der Plas</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Bottom-trawl fishery is known to cause major disturbances to marine sediments as the dragging of trawl gears across the seabed fosters sediment resuspension, which can lead to organic particle remineralization and release of benthic CO<sub>2</sub> and nutrients into bottom waters. However, its effects on carbon cycling and biological productivity, especially in highly productive regions like the Benguela Upwelling System (BUS), are less well studied. Here, we simulated carbon (C) and nutrient pathways from the trawled coastal seabed to overlying water masses that are being upwelled into the sunlit surface within the BUS, using shipboard data on sea surface and water column characteristics and published benthic CO<sub>2</sub> emission estimates from bottom-trawled sediments. The latter reports 4.35 and 0.64 Tg C year<sup>-1</sup> to be released from the seabed into upwelling source waters after bottom trawling in the northern (NBUS) and southern (SBUS) subsystems, respectively. Based on these values, we estimated a corresponding nitrate (N) input of 1.39 and 0.47 &#xb5;mol kg<sup>-1</sup> year<sup>-1</sup>, enhancing source water nitrate concentrations by ~5% and ~2%. Trawl-induced nitrate input into the sunlit surface could support a new production of 3.14 and 0.47 Tg C year<sup>-1</sup> in the NBUS and SBUS, respectively, recapturing only 2/3 of CO<sub>2</sub> released after bottom trawling into biomass, mainly due to differences in stoichiometric C:N ratios between the sediment (~9) and surface biomass (Redfield, 6.6). The remaining benthic CO<sub>2</sub> can thereby lead to an increase in surface CO<sub>2</sub> concentration and its partial pressure (pCO<sub>2</sub>), impeding CO<sub>2</sub> uptake of the biological carbon pump in the BUS by 1.3 Tg C year<sup>-1</sup>, of which 1 Tg C year<sup>-1</sup> is emitted to the atmosphere across the northern subsystem. Our results demonstrate the extent to which bottom trawling may affect the CO<sub>2</sub> storage potential of coastal sediments on a basin-wide level, highlighting the need to better resolve small-scale sediment characteristics and C:N ratios to refine trawl-induced benthic carbon and nutrient effluxes within the BUS.</p>
</abstract>
<kwd-group>
<kwd>Benguela coastal upwelling system</kwd>
<kwd>bottom trawling effects</kwd>
<kwd>biological carbon pump</kwd>
<kwd>carbon and nutrient cycling</kwd>
<kwd>CO<sub>2</sub> emissions</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="2"/>
<equation-count count="4"/>
<ref-count count="87"/>
<page-count count="12"/>
<word-count count="7139"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Marine Biogeochemistry</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>The burial of carbon as organic matter in ocean sediments forms an integral part in the global carbon cycle by removing carbon from its three main reservoirs: the ocean, the atmosphere and the terrestrial biosphere (<xref ref-type="bibr" rid="B76">Siegenthaler and Sarmiento, 1993</xref>; <xref ref-type="bibr" rid="B6">Avelar et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B68">Rixen, 2023</xref>). The underlying mechanism refers to the assimilation of CO<sub>2</sub> through the generation of biomass by plants on land and by phytoplankton in the ocean and its transfer into marine sediments. In the ocean, the fixation of CO<sub>2</sub> into biomass in the sunlit surface ocean and its transport across the water column and into sediments is commonly termed as the biological carbon pump (<xref ref-type="bibr" rid="B82">Volk and Hoffert, 1985</xref>; <xref ref-type="bibr" rid="B9">Boyd et&#xa0;al., 2019</xref>). Hereby, coastal upwelling ecosystems, especially along the eastern margins of the Pacific and Atlantic basins, play a crucial role for the sediment carbon storage. They belong to one of the most productive regions in the ocean, contributing 11% to global new production, which refers to biomass largely produced based on upwelled nutrients (<xref ref-type="bibr" rid="B25">Eppley and Peterson, 1979</xref>; <xref ref-type="bibr" rid="B13">Chavez and Toggweiler, 1995</xref>; <xref ref-type="bibr" rid="B48">Messi&#xe9; et&#xa0;al., 2009</xref>), while supporting high amounts of carbon being transferred and stored in the ocean and sediments. Due to their outstanding biological productivity, these upwelling systems are particularly vulnerable to anthropogenic pressures like fisheries (<xref ref-type="bibr" rid="B72">Sala et&#xa0;al., 2021</xref>). Hereby, bottom trawling fisheries are being regarded as the greatest source of physical disturbance to the seafloor (<xref ref-type="bibr" rid="B2">Amoroso et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B58">O&#x2019;Hara et&#xa0;al., 2021</xref>), with the potential to alter carbon-rich sea sediments and their capacity to store atmospheric CO<sub>2</sub> (<xref ref-type="bibr" rid="B17">De Borger et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B26">Epstein et&#xa0;al., 2022</xref>). However, the impact of bottom trawling on biogeochemical cycling and release of carbon into the water column and atmosphere is still subject to intense discussion (<xref ref-type="bibr" rid="B60">Palanques et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B66">Pusceddu et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B30">Hale et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B61">Paradis et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B79">Tiano et&#xa0;al., 2019</xref>).</p>
<p>The ocean&#x2019;s carbon storage received broad recognition and became part of nationwide climate change mitigation strategies through the concept of &#x2018;Blue Carbon&#x2019; (BC) (<xref ref-type="bibr" rid="B33">Hilmi et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B14">Christianson et&#xa0;al., 2022</xref>). BC was promoted in 2009 and intended to facilitate carbon quantification and to provide guidance for sustainable resource management and conservation of carbon stored by marine ecosystems within the coastal and open ocean (<xref ref-type="bibr" rid="B56">Nellemann et&#xa0;al., 2009</xref>). Although coastal ecosystems like mangroves, seagrasses and saltmarshes are currently assigned to BC (<xref ref-type="bibr" rid="B62">Pendleton et&#xa0;al., 2012</xref>), biomass carbon storages within the water column and sediment across the continental shelf, slope and deep ocean remain unconsidered, despite their relevance in mitigating greenhouse gas (GHG) emissions (<xref ref-type="bibr" rid="B34">Howard et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B45">Luisetti et&#xa0;al., 2019</xref>). The inclusion of sediments, especially those located in productive upwelling ecosystems into the BC framework should therefore be perceived as a key interest to sustain and manage carbon storages and to foster climate change mitigation strategies. As a precondition, various criteria have to be met before establishing marine ecosystems as BC, such as whether they can be managed to facilitate climate change mitigation or are currently affected by anthropogenic disturbances, with the impact being observable and quantifiable (<xref ref-type="bibr" rid="B44">Lovelock and Duarte, 2019</xref>). However, a lack of data to elaborate carbon emissions and sequestration capacities, human impacts and the effectiveness of management strategies to reduce GHG emissions in coastal sediments are all key criteria that currently prevent these coastal habitats from being assigned to the BC concept, albeit of rising scientific concerns on the quantity and vulnerability of sediment carbon storages to anthropogenic activities (<xref ref-type="bibr" rid="B6">Avelar et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B5">Atwood et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B72">Sala et&#xa0;al., 2021</xref>).</p>
<p>Hence, the goal of our study is to further incentivize the integration of sediments in the BC discourse by elucidating the impact of human interventions through bottom trawl fisheries on the sedimentary carbon storage and its potential role in driving atmospheric CO<sub>2</sub> emissions in one of the most productive coastal upwelling systems, namely the Benguela Upwelling System (BUS). We thereby focus on the effects of bottom trawling on the resuspension of particulate matter at the seafloor (<xref ref-type="bibr" rid="B59">Oberle et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B11">Breimann et&#xa0;al., 2021</xref>) that has further been linked to increased oxygen consumption and organic matter remineralization which, in turn, can cause high amounts of nutrients and dissolved inorganic carbon (DIC) to be released into the water column (<xref ref-type="bibr" rid="B1">Almroth-Rosell et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B10">Bradshaw et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B11">Breimann et&#xa0;al., 2021</xref>) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). By combining sea surface measurements with water column profiles of the upwelling source waters from the past two decades across the BUS, we simulated the impact of bottom trawling on the water column and sea surface partial pressure of CO<sub>2</sub> (pCO<sub>2</sub>) using CO2SYS simulations (<xref ref-type="bibr" rid="B43">Lewis and Wallace, 1998</xref>; <xref ref-type="bibr" rid="B35">Humphreys et&#xa0;al., 2020</xref>) and recently published global benthic CO<sub>2</sub> emission estimates from bottom trawling activities (<xref ref-type="bibr" rid="B72">Sala et&#xa0;al., 2021</xref>). Hereby, CO<sub>2</sub> emissions of bottom trawling are defined as the labile fraction of carbon released into the bottom water as aqueous CO<sub>2</sub> (DIC). This DIC stems from the remineralization process of resuspended sediment after the occurrence of bottom trawling, and is referred to as the benthic CO<sub>2</sub> efflux. By estimating the effect of the benthic CO<sub>2</sub> efflux on the biological productivity, we additionally shed light on the role of carbon to nutrient ratios in mitigating CO<sub>2</sub> emissions from bottom trawling activities.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Schematic overview depicting the impact of bottom trawling on the transport pathways of carbon and nutrients within the Benguela Upwelling System.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1387121-g001.tif"/>
</fig>
</sec>
<sec id="s2">
<label>2</label>
<title>Study site</title>
<p>The region under study is the Benguela Upwelling System (BUS), which is located along the west coast of southern Africa and stretches from the Angola Benguela Frontal Zone at around 17&#xb0;S to the south-western tip of South Africa at approximately 34&#xb0;S (<xref ref-type="bibr" rid="B38">K&#xe4;mpf and Chapman, 2016</xref>). Due to the offshore wind-driven advection of water masses, this region is dominated by coastal upwelling, a process known to uplift cold, CO<sub>2</sub>- and nutrient-rich water masses from the deep ocean into the surface region. With multiple upwelling cells along the shoreline, the L&#xfc;deritz Cell at around 26&#xb0;S is the strongest one separating the BUS into a northern (NBUS) and southern part (SBUS) (<xref ref-type="bibr" rid="B36">Hutchings et&#xa0;al., 2009</xref>), which cover areas of 377,400 and 177,600 km<sup>2</sup>, respectively (<xref ref-type="bibr" rid="B75">Siddiqui et&#xa0;al., 2023</xref>). Both subsystems are influenced by two distinct source water masses dominating the bottom shelf region, namely South Atlantic Central Water (SACW) in the NBUS, and Eastern South Atlantic Central Water (ESACW) in the SBUS (<xref ref-type="bibr" rid="B47">McCartney, 1977</xref>; <xref ref-type="bibr" rid="B29">Gordon et&#xa0;al., 1992</xref>; <xref ref-type="bibr" rid="B74">Shillington et&#xa0;al., 2006</xref>). Near the coast, upwelling of CO<sub>2</sub>- and nutrient-rich waters leads to an initial rise in the sea surface partial pressure of CO<sub>2</sub> (pCO<sub>2</sub>) above that of the atmosphere and outgassing of CO<sub>2</sub> at the air-sea interface, which is further amplified by the warming of upwelling waters and ultimate reduction of the CO<sub>2</sub> solubility in seawater. In turn, the availability of nutrients creates a favorable environment for primary producers to fix CO<sub>2</sub> into biomass, which could also be displayed e.g., by enhanced satellite chlorophyll concentrations in close proximity to the coast (<xref ref-type="bibr" rid="B85">Weeks et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B18">Demarcq et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B39">Lamont et&#xa0;al., 2019</xref>), leading to a continual decrease in pCO<sub>2</sub> within the offshore-advecting upwelling waters. In the SBUS, the biologically-mediated CO<sub>2</sub> uptake offsets the increase of CO<sub>2</sub> due to surface warming of upwelling waters, causing this region to act as an atmospheric CO<sub>2</sub> sink, while in the NBUS, the impact of surface warming on the pCO<sub>2</sub> exceeds the effect of the biological carbon pump and promotes CO<sub>2</sub> outgassing (<xref ref-type="bibr" rid="B75">Siddiqui et&#xa0;al., 2023</xref>). The biologically-mediated CO<sub>2</sub> uptake is strongly affected by the upwelling source water&#x2019;s nutrient concentration, which comprise of (a) biologically-unused, so-called preformed nutrients, (b) regenerated nutrients originating from remineralization of organic matter within the water column, and (c) those nutrients released by the remineralization of organic matter in sediments across the sediment-water interface via diffusional processes (<xref ref-type="bibr" rid="B57">Neumann et&#xa0;al., 2016</xref>).</p>
<p>The biological productiveness of the BUS promotes the sinking and subsequent remineralization of organic matter (OM) previously formed at the sea surface. Biogeochemical oxygen consumption linked to organic matter remineralization causes low dissolved oxygen concentrations, leading to the development of an Oxygen Minimum Zone (OMZ) in both the NBUS and SBUS. In the latter case, the OMZ is mostly controlled by the seasonality in biological productivity (<xref ref-type="bibr" rid="B64">Pitcher et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B41">Lamont et&#xa0;al., 2015</xref>), while in the NBUS, the OMZ is mainly governed by the seasonality in the poleward advection of poorly oxygenated SACW, leading to a greater expansion of the OMZ across the Namibian shelf and continental slope (<xref ref-type="bibr" rid="B52">Monteiro et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B49">Mohrholz et&#xa0;al., 2008</xref>). The high biological productivity and low bottom oxygen in the water column foster the accumulation of OM at the seafloor. In the NBUS, this has led to the formation of a mud belt region of mainly diatomaceous ooze (<xref ref-type="bibr" rid="B23">Emeis et&#xa0;al., 2004</xref>) in shallow depths across the 100 &#x2013; 200 m isobath from where OM is further transported laterally and deposited across the upper to central slope off Namibia (<xref ref-type="bibr" rid="B51">Monteiro et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B37">Inthorn et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B81">van der Plas et&#xa0;al., 2007</xref>) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Map showing <bold>(A)</bold> published carbon storage within the first meter of sediment (Mg C km<sup>-2</sup>) (<xref ref-type="bibr" rid="B5">Atwood et&#xa0;al., 2020</xref>) and <bold>(B)</bold> the benthic CO<sub>2</sub> emission estimates from bottom trawling activities (Mg CO<sub>2</sub> year<sup>-1</sup>) (<xref ref-type="bibr" rid="B72">Sala et&#xa0;al., 2021</xref>) within the Benguela Upwelling System&#x2019;s northern (NBUS) and southern (SBUS) part.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1387121-g002.tif"/>
</fig>
<p>Meanwhile, at the base of the marine food chain, primary producers further support a vast richness in marine species that are relevant for the fishing industry, with the hake directed bottom-trawl fishery being the most economically valuable one in both Namibia and South Africa (<xref ref-type="bibr" rid="B55">Mwafila, 2017</xref>). Bottom trawling activities in the BUS mainly occur along the outer continental shelf and upper slope region within water depths between 200 and 1000 m (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). The inner shelf (&lt;200 m) remains largely unaffected as a result of trawl restrictions within the Namibian Exclusive Economic Zone (EEZ). These restrictions were previously passed for the protection of juvenile fish, as well as due to fishing legislations within Marine Protected Areas (MPAs) that are located within the shallow coastal zone, with the MPAs&#x2019; spatial extent making up less than 2% of the Namibian EEZ (<xref ref-type="bibr" rid="B27">Finke et&#xa0;al., 2020</xref>). In the BUS, trawling gears are dragged across unconsolidated sediments that can mainly be classified as terrigenous, biogenic and authigenic (<xref ref-type="bibr" rid="B71">Rogers and Rau, 2010</xref>). Surficial sediments from the north are further characterized by relict, nitrogen-poor particulate organic matter, which originated from the inner-shelf zone from where it was redistributed under low oxygen conditions across the bottom shelf to offshore depocenters off Namibia (<xref ref-type="bibr" rid="B51">Monteiro et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B37">Inthorn et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B12">Bruni et&#xa0;al., 2022</xref>).</p>
</sec>
<sec id="s3" sec-type="materials|methods">
<label>3</label>
<title>Material and methods</title>
<sec id="s3_1">
<label>3.1</label>
<title>Modelling concept</title>
<p>We elucidate the impact of bottom trawling on the biological carbon pump by focusing on changes in the water column, sea surface pCO<sub>2</sub> and new production that could arise from the additional release of CO<sub>2</sub> into the bottom water after the remineralization of resuspended sediments. It was shown that the release of sedimentary carbon through bottom trawling may extend up to 10 m or more above the seafloor (<xref ref-type="bibr" rid="B15">Churchill, 1989</xref>) and lead to resuspended sediments being remineralized and further advected laterally and vertically across the water column (<xref ref-type="bibr" rid="B66">Pusceddu et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B17">De Borger et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B53">Morys et&#xa0;al., 2021</xref>). Additional experimental model results from a study in the Eastern Mediterranean indicated bottom trawl-induced plumes of sediment along the outer continental shelf and upper slope promoted the supply of remineralized benthic nutrients into the euphotic zone during coastal upwelling, increasing annual net primary productivity by 15% (<xref ref-type="bibr" rid="B20">Dounas et&#xa0;al., 2007</xref>). Thus, we assumed the released sedimentary carbon as reported by (<xref ref-type="bibr" rid="B72">Sala et&#xa0;al., 2021</xref>) to be fed into the upwelling source waters that are overlaying the bottom shelf region, and subsequently, to be upwelled together with the source waters into the surface region within the individual subsystems. We also took into account the release of nutrients during the remineralization process of resuspended organic matter and their transfer into the upwelling source water masses. The extent to which source water mass concentrations of carbon and nutrients are raised by bottom trawling is hereby controlled by the volume of upwelling waters which the benthic nutrients and carbon are dispersed into. To address the effect of bottom trawling on the air-sea gas exchange, we simulated sea surface pCO<sub>2</sub> using the CO2SYS routine with source water masses&#x2019; DIC, Total Alkalinity (TA) and nutrient concentrations, as well as source water temperature and salinity (SWT, SWS) as input parameters (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). We assumed upwelled nutrients and carbon of the source water masses to be consumed at the surface following the Redfield C:N ratio of 106:16 (<xref ref-type="bibr" rid="B69">Rixen et&#xa0;al., 2023</xref>), and ultimately to be transformed into organic matter and exported into deeper water layers below the euphotic zone. With this, we follow the bottom-up principle which has been previously applied within the BUS to outline new production rates and carbon export fluxes on the basis of upwelling source water mass inventories (<xref ref-type="bibr" rid="B25">Eppley and Peterson, 1979</xref>; <xref ref-type="bibr" rid="B48">Messi&#xe9; et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B83">Waldron et&#xa0;al., 2009</xref>). With a constant Redfield-ratio of 106:16 (C:N), the impact of biology was estimated by subtracting the amount of nitrate-associated carbon from the source water&#x2019;s initial DIC concentration, and adding the associated release of total alkalinity (TA) to the original source water TA. Additionally, we considered the surface warming effect of the upwelling source waters to account for the decrease in the CO<sub>2</sub> solubility of seawater and its impact on pCO<sub>2</sub> by using the locally measured sea surface temperatures and salinities (SST, SSS) instead of those of the source water masses. In order to quantify the effect of bottom trawling on the sink and source functionalities of the BUS, we translated the increase in pCO<sub>2</sub> into equivalent changes in CO<sub>2</sub> fluxes. Therefore, we used the offshore increase in pCO<sub>2</sub> through bottom trawling to add to the basin-scale average pCO<sub>2</sub> as estimated from ordinary kriging interpolations (see section 3.5) for calculating the annual CO<sub>2</sub> fluxes within both subsystems. Lastly, we shed light on changes in new production rates on the basis of nutrients and carbon that were released after bottom trawling and upwelled into the surface region, and by taking note of the efficiency at which these nutrients and carbon are being recaptured into biomass. A schematic overview of the bottom-up approach is given in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Parameters used for simulating impacts of bottom trawling, including the benthic CO<sub>2</sub> efflux, average hydrographic conditions of source water masses, CO<sub>2</sub> exchange coefficients and flux rates for the northern and southern Benguela Upwelling System.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="center">Parameter</th>
<th valign="middle" colspan="2" align="center">Value (&#xb1; standard error)</th>
<th valign="bottom" rowspan="2" align="center">Unit</th>
</tr>
<tr>
<th valign="middle" align="center">NBUS</th>
<th valign="middle" align="center">SBUS</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Benthic CO<sub>2</sub> efflux<sup>*1</sup>
</td>
<td valign="middle" align="center">4.35<break/>3.62*10<sup>11</sup>
</td>
<td valign="middle" align="center">0.64<break/>5.33*10<sup>10</sup>
</td>
<td valign="middle" align="center">Tg C year<sup>-1</sup>
<break/>mol C year<sup>-1</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left">Dissolved Inorganic Carbon, DIC<sup>*2</sup>
</td>
<td valign="middle" align="center">2237.97 &#xb1; 18.48</td>
<td valign="middle" align="center">2193.86 &#xb1; 22.91</td>
<td valign="middle" align="center">&#xb5;mol kg<sup>-1</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left">Total Alkalinity, TA<sup>*2</sup>
</td>
<td valign="middle" align="center">2303.90 &#xb1; 1.35</td>
<td valign="middle" align="center">2297.49 &#xb1; 3.89</td>
<td valign="middle" align="center">&#xb5;mol kg<sup>-1</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left">Nitrate, N<sup>*2</sup>
</td>
<td valign="middle" align="center">26.49 &#xb1; 1.04</td>
<td valign="middle" align="center">21.06 &#xb1; 0.20</td>
<td valign="middle" align="center">&#xb5;mol kg<sup>-1</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left">Source Water Temperature, SWT<sup>*2</sup>
</td>
<td valign="middle" align="center">11.58 &#xb1; 0.13</td>
<td valign="middle" align="center">10.33 &#xb1; 0.09</td>
<td valign="middle" align="center">&#xb0;C</td>
</tr>
<tr>
<td valign="middle" align="left">Source Water Salinity, SWS<sup>*2</sup>
</td>
<td valign="middle" align="center">35.05 &#xb1; 0.02</td>
<td valign="middle" align="center">34.83 &#xb1; 0.01</td>
<td valign="middle" align="center">PSU</td>
</tr>
<tr>
<td valign="middle" align="left">Volume of upwelled water<sup>*3,4</sup>
</td>
<td valign="middle" align="center">0.9</td>
<td valign="middle" align="center">0.4</td>
<td valign="middle" align="center">Sverdrup, 1*10<sup>6</sup> m<sup>3</sup> s<sup>-1</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left">Sea Surface Temperature, SST<sup>*3</sup>
</td>
<td valign="middle" align="center">17.63 &#xb1; 1.97</td>
<td valign="middle" align="center">17.34 &#xb1; 1.27</td>
<td valign="middle" align="center">&#xb0;C</td>
</tr>
<tr>
<td valign="middle" align="left">Sea Surface Salinity, SSS<sup>*2</sup>
</td>
<td valign="middle" align="center">35.26 &#xb1; 0.39</td>
<td valign="middle" align="center">35.04 &#xb1; 0.52</td>
<td valign="middle" align="center">PSU</td>
</tr>
<tr>
<td valign="middle" align="left">Wind Speed<sup>*2</sup>
</td>
<td valign="middle" align="center">7.88 &#xb1; 2.98</td>
<td valign="middle" align="center">7.99 &#xb1; 2.09</td>
<td valign="middle" align="center">m/s</td>
</tr>
<tr>
<td valign="middle" align="left">Annual mean sea surface partial pressure of CO<sub>2</sub>, pCO<sub>2</sub>
<sup>*2</sup>
</td>
<td valign="middle" align="center">492.30 &#xb1; 115,82</td>
<td valign="middle" align="center">383.90 &#xb1; 53.73</td>
<td valign="middle" align="center">&#xb5;atm</td>
</tr>
<tr>
<td valign="middle" align="left">Solubility coefficient of CO<sub>2</sub>, K<sub>0</sub> <sup>*2</sup>
</td>
<td valign="middle" align="center">0.0346 &#xb1; 0.0021</td>
<td valign="middle" align="center">0.0349 &#xb1; 0.0013</td>
<td valign="middle" align="center">/</td>
</tr>
<tr>
<td valign="middle" align="left">Piston velocity, pv <sup>*2</sup>
<break/>upper/lower boundary</td>
<td valign="middle" align="center">14.58<break/>29.1/5.36</td>
<td valign="middle" align="center">14.88<break/>24.46/7.86</td>
<td valign="middle" align="center">/</td>
</tr>
<tr>
<td valign="middle" align="left">Carbon Flux rate <sup>*2</sup>
<break/>upper/lower boundary</td>
<td valign="middle" align="center">3.45<break/>16.14/-0.65</td>
<td valign="middle" align="center">-1.38<break/>1.68/-2.11</td>
<td valign="middle" align="center">mol C m<sup>-2</sup> yr<sup>-1</sup>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>*1</sup> <xref ref-type="bibr" rid="B72">Sala et&#xa0;al. (2021)</xref>, <sup>*2</sup> <xref ref-type="bibr" rid="B75">Siddiqui et&#xa0;al. (2023)</xref>, <sup>*3</sup> <xref ref-type="bibr" rid="B8">Bordbar et&#xa0;al. (2021)</xref>, <sup>*4</sup> <xref ref-type="bibr" rid="B54">Muller et&#xa0;al. (2014)</xref>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Surface sediment characteristics</title>
<p>We used undisturbed sediment core samples that were collected on board RV <italic>Africana</italic> (AFR258), <italic>Meteor</italic> (M48/2, M76/2, M103/1) and <italic>Maria S. Merian</italic> (MSM17/3) (see <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>) with a multicorer (Oktopus Kiel) to outline the stoichiometric carbon to nutrient ratios within the top sediment layer. The sampler was equipped with acrylic tubes of 10 cm diameter and 60 cm length, and was used to retrieve sediment cores that were sliced in 1cm intervals, kept frozen under -20&#xb0;C and freeze-dried in the home laboratory, and analyzed for concentrations of total nitrogen and organic carbon with an Elemental Analyzer (Carlo Erba NA 1500).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Average stoichiometric carbon to nutrient ratios of multicore samples collected during various cruises to the northern Benguela Upwelling System.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="bottom" align="center">Cruise</th>
<th valign="bottom" align="center">Number of stations</th>
<th valign="bottom" align="center">Water depth range (m)</th>
<th valign="bottom" align="center">Sediment depth range (cm)</th>
<th valign="bottom" align="center">C<sub>org</sub>: N<sub>tot</sub> (molar)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">AFR258 02.12.2009 &#x2013; 16.12.2009</td>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">48-300</td>
<td valign="middle" align="center">0 &#x2013; 15.0</td>
<td valign="middle" align="center">8.80</td>
</tr>
<tr>
<td valign="middle" align="center">M48-2 05.08.2000 &#x2013; 23.08.2000</td>
<td valign="middle" align="center">23</td>
<td valign="middle" align="center">34-1906</td>
<td valign="middle" align="center">0 &#x2013; 0.5</td>
<td valign="middle" align="center">9.85</td>
</tr>
<tr>
<td valign="middle" align="center">M76-2 17.05.2008 &#x2013; 04.06.2008</td>
<td valign="middle" align="center">9</td>
<td valign="middle" align="center">64-234</td>
<td valign="middle" align="center">0 &#x2013; 41.5</td>
<td valign="middle" align="center">8.77</td>
</tr>
<tr>
<td valign="middle" align="center">M103-1* 27.12.2013 &#x2013; 18.01.2014</td>
<td valign="middle" align="center">37</td>
<td valign="middle" align="center">34-2126</td>
<td valign="middle" align="center">0 &#x2013; 9.0</td>
<td valign="middle" align="center">8.99</td>
</tr>
<tr>
<td valign="middle" align="center">MSM17-3 20.01.2011 &#x2013; 07.03.2011</td>
<td valign="middle" align="center">45</td>
<td valign="middle" align="center">23-4825</td>
<td valign="middle" align="center">0 (surface)</td>
<td valign="middle" align="center">9.38</td>
</tr>
<tr>
<td valign="bottom" align="center">average</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">9.16</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>*<xref ref-type="bibr" rid="B40">Lahajnar (2015)</xref>.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Benthic CO<sub>2</sub> efflux</title>
<p>We used published global benthic CO<sub>2</sub> efflux estimates of bottom trawling and dredging fishing practices (<xref ref-type="bibr" rid="B72">Sala et&#xa0;al., 2021</xref>). The benthic CO<sub>2</sub> efflux was derived from the amount of carbon stored within the top layer of the sediment as based on recently published global carbon stocks (<xref ref-type="bibr" rid="B5">Atwood et&#xa0;al., 2020</xref>), and the labile fraction of carbon that is remineralized and released at the sediment-water interface after the occurrence of bottom trawling. The latter is inferred from the sediment type and trawl activity as estimated from automatic identification systems (AIS) data that was used for tracking the fishing trawlers&#x2019; distance, speed, and the applied gear type with its corresponding penetration depth. The sediment type was thereby used as a proxy for the labile carbon fraction due to its impact on organic matter preservation and remineralization. For each sediment type (coarse, sandy, fine and biogenic), the proportion of labile organic carbon was assigned using literature values, amounting e.g., to 0.04 for sandy sediments and to 0.7 for muds, silts or biogenic sediments. The CO<sub>2</sub> efflux was then modelled using an average first-order reaction constant <italic>k</italic> for the degradation process as a function of oceanic region (Atlantic = 1.00).</p>
<p>Hereby, several studies outlined the underlying first-order reaction constant <italic>k</italic> as applied by <xref ref-type="bibr" rid="B72">Sala et&#xa0;al. (2021)</xref> to be overestimated, since it based on a reactivity value for highly reactive, fresh organic carbon that has recently been transferred to the sediment surface, and applied to a bulk of less reactive compounds within deeper sediment layers.</p>
<p>To shed light on the applicability of <italic>k</italic> by <xref ref-type="bibr" rid="B72">Sala et&#xa0;al. (2021)</xref> for the BUS, we took into account the degradation index (DI) inferred from amino acids of sediment samples collected during cruise MSM17/3. According to <xref ref-type="bibr" rid="B16">Dauwe et al. (1999)</xref>, the DI derived from amino acids of particulate matter samples can be directly linked to the degradation rate, allowing to assess the quality of organic matter and first-order reaction constants. We estimated an average DI of 0.12 (standard deviation &#xb1;0.1) for surface sediment samples collected at water depths between 200 &#x2013; 1000 m (in line with the bottom trawled area), with 0.36 as the highest value. Given the linear correlation between DI and <italic>k</italic>, these values imply the reactivity constant <italic>k</italic> to fall within a spectrum of 0.1 &#x2013; 1 (<xref ref-type="bibr" rid="B16">Dauwe et al., 1999</xref>), where <italic>k</italic>=1 is used by <xref ref-type="bibr" rid="B72">Sala et&#xa0;al. (2021)</xref> to infer the benthic CO<sub>2</sub> efflux of the BUS. Hereby, higher values are indicative for well-preserved, fresh organic matter and lower values implying less well-preserved organic matter and faster degradation process.</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Physical and biogeochemical water column characteristics</title>
<p>We used data on upwelling source water mass compositions within the NBUS and SBUS taken from <xref ref-type="bibr" rid="B75">Siddiqui et&#xa0;al. (2023)</xref>. This dataset is based on water samples collected with multiple CTD/Rosette systems during various cruises to the BUS which we listed in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>, including data from the Global Ocean Data Analysis Project version 2.2020 (GLODAPv2_2020). Water samples were analyzed for temperature, salinity, oxygen, DIC, total alkalinity (TA) and nutrients (phosphate P, nitrate N) following the methods described in <xref ref-type="bibr" rid="B24">Emeis et&#xa0;al. (2018)</xref> and <xref ref-type="bibr" rid="B28">Flohr et&#xa0;al. (2014)</xref>. The upwelling waters, SACW and ESACW, were defined using potential temperatures (theta, <inline-formula>
<mml:math display="inline" id="im1">
<mml:mi>&#x3b8;</mml:mi>
</mml:math>
</inline-formula>) and definitions by <xref ref-type="bibr" rid="B50">Mohrholz et&#xa0;al. (2014)</xref> following <xref ref-type="disp-formula" rid="eq1">Equations 1</xref>, <xref ref-type="disp-formula" rid="eq2">2</xref>, respectively:</p>
<disp-formula id="eq1">
<label>(1)</label>
<mml:math display="block" id="M1">
<mml:mrow>
<mml:mtext>SACW</mml:mtext>
<mml:mo>:</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>=</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mn>8.56</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mo>*</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>S</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>y</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>289.08</mml:mn>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="eq2">
<label>(2)</label>
<mml:math display="block" id="M2">
<mml:mrow>
<mml:mtext>ESACW</mml:mtext>
<mml:mo>:</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>=</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mn>9.44</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mo>*</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>S</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>y</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mn>319.03</mml:mn>
</mml:mrow>
</mml:math>
</disp-formula>
<p>Additional samples for suspended matter were retrieved with the multiple CTD/Rosette system during Meteor cruise M153, Sonne cruise SO283 and SO285. The filtration volume of sea water on pre-combusted (450&#xb0;C) and tarred glass fibre filters (WHATMAN GF/F, ~0.7 &#x3bc;m, 47 mm diameter) varied between 5 and 30 L. The filtration was stopped when filters were satisfactorily covered. After filtration, the samples were rinsed with deionised water to remove sea salt and subsequently dried in the ship&#x2019;s dry oven at 40 &#xb0;C for 48 hours prior to analysis of total nitrogen and organic carbon.</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Air-sea interface conditions</title>
<p>The analysis and quantification of air-sea CO<sub>2</sub> fluxes was based on data taken from <xref ref-type="bibr" rid="B75">Siddiqui et&#xa0;al. (2023)</xref>, comprising of continuous underway measurements collected between 2008 and 2019 according to methods described in <xref ref-type="bibr" rid="B24">Emeis et&#xa0;al. (2018)</xref>, and additional quality-controlled measurements from the Surface Ocean CO<sub>2</sub> Atlas (SOCAT) v2020 (<xref ref-type="bibr" rid="B7">Bakker et&#xa0;al., 2016</xref>). Data on the sea surface CO<sub>2</sub> partial pressure (pCO<sub>2</sub>) were normalized to the reference year 2020 (<xref ref-type="bibr" rid="B78">Takahashi et&#xa0;al., 2009</xref>, <xref ref-type="bibr" rid="B77">2014</xref>) and spatially interpolated on a 0.1&#xb0; x 0.1&#xb0; grid using ordinary kriging performed with the R automap package (<xref ref-type="bibr" rid="B32">Hiemstra et&#xa0;al., 2009</xref>). Annual variogram models applied during the ordinary kriging procedure, together with autocorrelation length scales that were used to correct for spatial autocorrelation following <xref ref-type="bibr" rid="B42">Landsch&#xfc;tzer et&#xa0;al. (2014)</xref>, can be found in <xref ref-type="bibr" rid="B75">Siddiqui et&#xa0;al. (2023)</xref>.</p>
<p>Carbon flux rates (FCO<sub>2</sub>) were determined using the partial pressure at the sea surface (pCO<sub>2,sw</sub>) and of the atmosphere (pCO<sub>2,at</sub>) following <xref ref-type="disp-formula" rid="eq3">Equation 3</xref>:</p>
<disp-formula id="eq3">
<label>(3)</label>
<mml:math display="block" id="M3">
<mml:mrow>
<mml:mi>F</mml:mi>
<mml:mi>C</mml:mi>
<mml:msub>
<mml:mi>O</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#xa0;</mml:mo>
<mml:mo>*</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>k</mml:mi>
<mml:mo>&#xa0;</mml:mo>
<mml:mo>*</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>C</mml:mi>
<mml:msub>
<mml:mi>O</mml:mi>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>,</mml:mo>
<mml:mi>s</mml:mi>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mi>p</mml:mi>
<mml:mi>C</mml:mi>
<mml:msub>
<mml:mi>O</mml:mi>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>,</mml:mo>
<mml:mi>a</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</disp-formula>
<p>with <italic>K<sub>0</sub>
</italic> as the solubility coefficient of CO<sub>2</sub> (<xref ref-type="bibr" rid="B86">Weiss, 1974</xref>) and <italic>k</italic> as the gas transfer velocity of CO<sub>2</sub> (<xref ref-type="bibr" rid="B84">Wanninkhof, 2014</xref>), calculated using <xref ref-type="disp-formula" rid="eq4">Equation 4</xref>:</p>
<disp-formula id="eq4">
<label>(4)</label>
<mml:math display="block" id="M4">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mo>=</mml:mo>
<mml:mn>0.251</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mo>*</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:msup>
<mml:mi>u</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#xa0;</mml:mo>
<mml:mo>*</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>660</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.5</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</disp-formula>
<p>with <italic>Sc</italic> as the Schmidt number of CO<sub>2</sub> in seawater, 660 as <italic>Sc</italic> at 20&#xb0;C water temperature, and <italic>u</italic> referring to wind speed (m s<sup>-1</sup>) at 10 m above sea surface. <italic>Sc</italic> was determined using shipboard data on wind speed, sea surface temperature (SST) and salinity (SSS) that were spatially interpolated using the ordinary kriging procedures as outlined for pCO<sub>2</sub>. The annual mean CO<sub>2</sub> exchange coefficients, sea surface pCO<sub>2</sub> and flux rates for the northern and southern Benguela Upwelling System that we used in this study are presented in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>.</p>
</sec>
</sec>
<sec id="s4" sec-type="results">
<label>4</label>
<title>Results and discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>Effect of bottom trawling on benthic fluxes and upwelling source waters</title>
<sec id="s4_1_1">
<label>4.1.1</label>
<title>Benthic fluxes</title>
<p>According to published estimates across the northern and southern upwelling region of the BUS (<xref ref-type="bibr" rid="B72">Sala et&#xa0;al., 2021</xref>), the amount of CO<sub>2</sub> released during the remineralization of resuspended sediment after bottom trawling added up to 4.35 and 0.64 Tg C year<sup>-1</sup> (3.62*10<sup>11</sup> and 5.33*10<sup>10</sup> mol C year<sup>-1</sup>), respectively. Hereby, the CO<sub>2</sub> release was highest from regions with water depths of 200-400 m, contributing over 50% to the trawl-induced benthic CO<sub>2</sub> efflux, adding DIC into bottom waters overlying the sediment surface. To take note of the associated release of nutrients like nitrate due to bottom trawling, we applied the average molar carbon to nitrate (C/N) ratio (9.16) found within the top layer of the sediment as derived from multicore samples across the NBUS region (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). This resulted in 3.95*10<sup>10</sup> mol N year<sup>-1</sup> (= 3.62*10<sup>11</sup> mol C year<sup>-1</sup>/9.16) for the NBUS and 5.82*10<sup>9</sup> mol N year<sup>-1</sup> for the SBUS, respectively, that are assumed to be released during the remineralization of resuspended sediment into bottom waters.</p>
<p>Hereby, a preferential remineralization of nitrogen containing compounds should have led to an increase in the C/N ratio of suspended organic matter (SPM) in the water column. SPM collected along the continental shelf break at water-depths between 200 and 1000 m showed C/N ratios between 2.7 and 15.0 (see <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure 2</bold></xref>). Apart from two exceptions with a C/N ratio above 10, the maximum C/N ratios increase with a decreasing distance to the surface sediments, reflecting an increased contribution of resuspended sediments to the SPM. With C/N ratios of SPM hardly exceeding 9.6, there appears to be no preferential remineralization of nitrogen containing compounds that would have otherwise significantly increased C/N ratios within the SPM.</p>
<p>One of the factors controlling the benthic CO<sub>2</sub> efflux is the reactivity of organic carbon in sediments. Hereby, high reactivity values, as applied by <xref ref-type="bibr" rid="B72">Sala et&#xa0;al. (2021)</xref> for the BUS, can be traced back to environmental factors limiting OM degradation due to enhanced vertical or lateral transfer of OM to the seafloor, or due to factors impeding OM degradation directly, such as diminished oxygen availability (<xref ref-type="bibr" rid="B3">Arndt et&#xa0;al., 2013</xref>). In case of the BUS, the presence of OMZs could be responsible for highly reactive, fresh OM settlement at the sediment surface as implicated by <italic>k</italic> values derived from the sediment samples. Together with other studies reporting intermediate to highest values for organic matter reactivity in the BUS (<xref ref-type="bibr" rid="B3">Arndt et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B63">Pika et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B87">Xu et&#xa0;al., 2023</xref>), the applicability of <italic>k</italic> = 1, and amount of the trawl-induced benthic CO<sub>2</sub> efflux, appear plausible. However, the spatial variability in OM reactivity as seen in our DI estimates and seasonal variability in poorly oxygenated SACW inflow exerting control over the OMZ highlights the need to refine the reaction constant on a higher spatio-temporal resolution.</p>
<p>A further concern with the approach of <xref ref-type="bibr" rid="B72">Sala et&#xa0;al. (2021)</xref> is that both natural and bottom trawl-induced remineralization of organic carbon across the sediment-water interface are being accounted for in calculating the trawl-related benthic CO<sub>2</sub> efflux, therefore overestimating the CO<sub>2</sub> release after bottom trawling [<xref ref-type="bibr" rid="B31">Hiddink et al., (2023)</xref>]. In this regard, the bottom trawl-induced nitrate efflux of 3.95*10<sup>10</sup> mol N year<sup>-1</sup> in the NBUS corresponds to more than ten times the diffusive benthic nitrate efflux of 3.5 *10<sup>9</sup> mol N year<sup>-1</sup> as calculated by <xref ref-type="bibr" rid="B57">Neumann et&#xa0;al. (2016)</xref> based on pore water gradients across the inner-shelf mud belt off Namibia. Thus, the amount of nutrients released after bottom trawling seems to be higher than the natural benthic efflux from inner-shelf sediment that is profoundly rich in fresh organic matter, which, together with the rise in bottom water DIC concentrations, highlights the intrusive nature of bottom trawling on the benthic-pelagic coupling. Hereby, it should be noted that we only accounted for the nutrients associated with the remineralization of resuspended organic matter, which we derived via applying the C:N ratio to the benthic CO<sub>2</sub> efflux by <xref ref-type="bibr" rid="B72">Sala et&#xa0;al. (2021)</xref>. Hence, we neglected the dissolved nutrients within pore waters that could be released during bottom trawling as shown by a study in the Gulf of Lion, where 2-5 orders of magnitude more nutrients were released from pore waters of muddy sediments after trawling as compared to the natural benthic efflux (<xref ref-type="bibr" rid="B21">Durrieu de Madron et&#xa0;al., 2005</xref>).</p>
<p>However, results of other studies displayed the trawl-released nutrients to only affect nutrient availability on a short timeframe without long-term consequences for the overall nutrient budget (<xref ref-type="bibr" rid="B80">Trimmer et&#xa0;al., 2005</xref>), while others noted elevated nutrient concentrations to be detectable even within a 100 m distance to the trawl track (<xref ref-type="bibr" rid="B10">Bradshaw et&#xa0;al., 2021</xref>). These partially contradicting outcomes are likely site-specific, with sediments being subject to various factors governing their response to trawl-induced disturbances, such as sediment type (cohesive <italic>vs</italic>. non-cohesive) (<xref ref-type="bibr" rid="B60">Palanques et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B30">Hale et&#xa0;al., 2017</xref>), trawl frequency and gear type (<xref ref-type="bibr" rid="B22">Eigaard et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B19">Depestele et&#xa0;al., 2019</xref>). Hereby, studies on trawl-induced carbon and nutrient releases found remineralization of particulate organic matter at sites with muddy sediments to be either enhanced by the deposition of fresh organic matter on a nutrient-deprived trawled area (<xref ref-type="bibr" rid="B61">Paradis et&#xa0;al., 2019</xref>), or decreased with the degradation of sedimentary habitats and depletion in organic matter content (<xref ref-type="bibr" rid="B66">Pusceddu et&#xa0;al., 2014</xref>). Further contradicting findings were reported for sedimentary organic carbon concentrations, which either showed an increase (<xref ref-type="bibr" rid="B67">Pusceddu et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B60">Palanques et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B73">Sciberras et&#xa0;al., 2016</xref>) or decrease (<xref ref-type="bibr" rid="B46">Mayer et&#xa0;al., 1991</xref>; <xref ref-type="bibr" rid="B30">Hale et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B79">Tiano et&#xa0;al., 2019</xref>) in the aftermath of bottom trawling, as well as for organic matter degradation pathways to be increased (<xref ref-type="bibr" rid="B65">Polymenakou et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B61">Paradis et&#xa0;al., 2019</xref>) or decreased (<xref ref-type="bibr" rid="B79">Tiano et&#xa0;al., 2019</xref>), with no clear effects on sedimentary organic carbon reported along the Southern Benguela Upwelling System (<xref ref-type="bibr" rid="B4">Atkinson et&#xa0;al., 2011</xref>). In addition, remineralization of organic matter after trawling events was found to be enhanced if resuspended from low oxygenated sediment environments into well oxygenated bottom waters (<xref ref-type="bibr" rid="B73">Sciberras et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B10">Bradshaw et&#xa0;al., 2021</xref>). In this context, oxygen-depleted zones within the BUS might limit remineralization of resuspended sediments which could reduce the effect of bottom trawling on benthic carbon and nutrient fluxes, or might be promoted by trawl-induced OM oxidation, especially with the entrainment of oxygen-depleted SACW into the NBUS shelf system (<xref ref-type="bibr" rid="B49">Mohrholz et&#xa0;al., 2008</xref>).</p>
</sec>
<sec id="s4_1_2">
<label>4.1.2</label>
<title>Upwelling source waters</title>
<p>On the basis of the published benthic CO<sub>2</sub> efflux (<xref ref-type="bibr" rid="B72">Sala et&#xa0;al., 2021</xref>), we estimated the increase of DIC and nutrients within the upwelling source waters due to bottom trawling by dividing the release of sedimentary carbon and nitrate (in mol year<sup>-1</sup>) by the annual volume of waters (in Sverdrup, Sv) that are being upwelled within the NBUS and SBUS region. With an upwelling volume of 0.9 Sv (= 10<sup>6</sup> m<sup>3</sup> s<sup>-1</sup>) for the NBUS (<xref ref-type="bibr" rid="B54">Muller et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B8">Bordbar et&#xa0;al., 2021</xref>) and 0.4 Sv for the SBUS (<xref ref-type="bibr" rid="B8">Bordbar et&#xa0;al., 2021</xref>), we estimated 2.83*10<sup>13</sup> and 1.26*10<sup>13</sup> m<sup>3</sup> year<sup>-1</sup> of water masses to be upwelled, respectively. Dividing the benthic efflux of 3.62*10<sup>11</sup> and 5.33*10<sup>10</sup> mol C year<sup>-1</sup> of the NBUS and SBUS by the volume of upwelling waters (m<sup>3</sup> year<sup>-1</sup>) resulted in a DIC enrichment of 12.8 and 4.3 &#xb5;mol kg<sup>-1</sup> per year, respectively. Nitrate concentrations would be enhanced by 1.39 and 0.47 &#xb5;mol kg<sup>-1</sup> year<sup>-1</sup> in the NBUS and SBUS, respectively, making up ~5 and ~2% of the corresponding average source water nitrate concentrations of 26.49 &#xb1; 1.04 and 21.06 &#xb1; 0.2 &#xb5;mol kg<sup>-1</sup> year<sup>-1</sup> (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<p>Although our average source water mass DIC concentration might already be influenced by bottom trawling activities, we add the trawl-induced release of CO<sub>2</sub> and nutrients to our respective DIC and N concentration of the upwelling source water masses, as bottom trawling is an ongoing fishing practice where carbon and nutrients are being released from the sediment-water interface.</p>
</sec>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Biological response and feedback to air-sea gas exchange</title>
<p>To estimate the impact of bottom trawling on the biological productivity, we applied the bottom-up approach to calculate new production rates for each subsystem within the BUS based on respective upwelling volumes and benthic nitrate concentrations released into the upwelling source waters after bottom trawling (NBUS: 1.39 &#xb5;mol N kg<sup>-1</sup>, SBUS: 0.47 &#xb5;mol N kg<sup>-1</sup>). Quantifying this amount of N available within the euphotic zone and translating it into equivalent grams of C using the Redfield-ratio (6.6) resulted in new production rates of 3.14 and 0.47 Tg C year<sup>-1</sup> for the NBUS and SBUS, respectively. Compared to new production rates based on average DIC and N concentrations of the source water masses (NBUS: 59.83 Tg C year<sup>-1</sup>, SBUS: 21.14 Tg C year<sup>-1</sup>), the release of N in the aftermath of bottom trawling could increase new production by 5.25% in the NBUS and 2.22% in the SBUS.</p>
<p>However, compared to the corresponding benthic CO<sub>2</sub> efflux of 4.35 and 0.64 Tg C year<sup>-1</sup> in the north and south, only 2/3 of the benthic CO<sub>2</sub> emissions could be recaptured and assimilated into organic matter by benthic nutrients as a result of the difference in C:N ratios between the sediment (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>) and surface biomass (Redfield, 6.6). Although this could support the overall productivity of the system, the remaining 1/3 of the benthic CO<sub>2</sub> emissions could lead to an ongoing enrichment of DIC and rise of pCO<sub>2</sub> in the surface region. To elaborate the latter, we estimated the impact of enhanced DIC and nutrient concentrations through bottom trawling on the air-sea gas exchange through sea surface pCO<sub>2</sub> simulations using CO2SYS. We therefore compared our results with the measured and simulated pCO<sub>2</sub> of the NBUS and SBUS coastal and offshore region as presented in <xref ref-type="bibr" rid="B75">Siddiqui et&#xa0;al. (2023)</xref>.</p>
<p>According to <xref ref-type="bibr" rid="B75">Siddiqui et al. (2023)</xref>, highest pCO<sub>2</sub> prevails in the coastal region (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A, C</bold>
</xref>) where the upwelling of carbon-rich waters fosters the outgassing of CO<sub>2</sub>, as also indicated by elevated pCO<sub>2</sub> measurements. Hereby, the average modelled pCO<sub>2</sub> in the upwelled water lies within the upper range of the nearshore measured pCO<sub>2</sub> (NBUS:294 &#x2013; 1012 &#xb5;atm, SBUS: 334 &#x2013; 610 &#xb5;atm). This implies biologically-mediated nutrient consumption and fixation of DIC into biomass to occur simultaneously with coastal upwelling, as also indicated by increased chlorophyll concentrations that have been observed by satellites along a narrow belt across the coastal region within the BUS (<xref ref-type="bibr" rid="B85">Weeks et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B18">Demarcq et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B39">Lamont et&#xa0;al., 2019</xref>). In addition, pCO<sub>2</sub> measurements were taken during different times of the year, covering (non-) upwelling seasons and variable intensities of solar radiation that could have led to variabilities in the warming of upwelling waters and its effect on sea water CO<sub>2</sub> solubility. The latter is addressed by considering the effect of the biologically-mediated nutrient consumption on pCO<sub>2</sub> within the offshore region, while also accounting for the warming of upwelled waters in a subsequent stage. This caused a decrease in pCO<sub>2</sub> with respect to the coast due to degassing and the biologically-mediated uptake of CO<sub>2</sub> within the offshore flowing waters (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3B, D</bold>
</xref>). Hereby, the simulated pCO<sub>2</sub> falls into the spectrum of measured estimates in cases when the surface warming effect is being accounted for. Depending on its strength, pCO<sub>2</sub> can be drawn below or above the atmospheric pCO<sub>2</sub>, which, in the end, controls the regional CO<sub>2</sub> sink and source functionality of the two subsystems (<xref ref-type="bibr" rid="B75">Siddiqui et&#xa0;al., 2023</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Simulations of the sea surface partial pressure of CO<sub>2</sub> with CO2SYS (<xref ref-type="bibr" rid="B43">Lewis and Wallace, 1998</xref>; <xref ref-type="bibr" rid="B35">Humphreys et&#xa0;al., 2020</xref>) as estimated from bottom trawling activities within the Benguela Upwelling System. Measured sea surface pCO<sub>2</sub> (in &#xb5;atm) normalized to reference year 2020 (<xref ref-type="bibr" rid="B78">Takahashi et&#xa0;al., 2009</xref>, <xref ref-type="bibr" rid="B77">2014</xref>) and modelled pCO<sub>2</sub> during coastal upwelling and nitrate (N) consumption through biologically-mediated CO<sub>2</sub> uptake across the shelf and offshore boundary for the <bold>(A, B)</bold> NBUS and <bold>(C, D)</bold> SBUS, adapted from <xref ref-type="bibr" rid="B75">Siddiqui et al. (2023)</xref>, licensed under <uri xlink:href="https://creativecommons.org/licenses/by/4.0/deed.en">CC BY 4.0</uri>. The simulated pCO<sub>2</sub> after biological consumption is shown without (Model 1) and with (Model 2) the surface warming effect. The effect of bottom trawling on pCO<sub>2</sub> as simulated in this study is shown in blue. The grey dashed line mirrors atmospheric pCO<sub>2</sub> of the reference year 2020 based on Mauna Loa records (414 &#xb5;atm). Sea surface pCO<sub>2</sub> concentrations below (above) the atmospheric level indicate a source (sink) of atmospheric CO<sub>2</sub>. The uncertainties in measured pCO<sub>2</sub> are presented as the standard deviation, whereas uncertainties in the modelled pCO<sub>2</sub> are based on the standard error of the average source water mass characteristics.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1387121-g003.tif"/>
</fig>
<p>In order to account for the impact of bottom trawling, we repeated the simulations of pCO<sub>2</sub> for the coast and offshore regions by adding the bottom trawl-induced efflux of DIC and nutrients as previously outlined to the given source water concentrations. The effect of bottom trawling thereby led to an additional increase in pCO<sub>2</sub> at the coast of +100 and +20 &#xb5;atm in the NBUS and SBUS, respectively, that gradually decreased towards offshore, where pCO<sub>2</sub> was merely raised by 5 &#xb5;atm in the north and 3 &#xb5;atm in the south.</p>
<p>Given the increase in pCO<sub>2</sub> through bottom trawling by 5 &#xb5;atm in the NBUS, the corresponding annual CO<sub>2</sub> flux would increase by ~1 Tg C year<sup>-1</sup>, resulting in 17.13 (-2.64 &#x2013; 77.25) Tg C year<sup>-1</sup> that would be emitted into the atmosphere. In the SBUS, the bottom trawl-induced rise in pCO<sub>2</sub> would offset the annual CO<sub>2</sub> flux by 0.3 Tg C year<sup>-1</sup>, leading to a comparatively lower CO<sub>2</sub> uptake of -2.79 (-4.55 &#x2013; 4.25) Tg C year<sup>-1</sup>. Thus, an additional release of sedimentary carbon into upwelling source waters could on average reduce the SBUS&#x2019;s sink functionality of atmospheric carbon by ~10%, and increase the rate of outgassing by 6.5% in the NBUS.</p>
<p>These values are in the order of CO<sub>2</sub> emissions by land use and land cover changes as ascribed to the AFOLU (agriculture, forestry, and other land use) sector for Namibia, which takes into account carbon stocks of coastal reservoirs like mangrove forests, tidal marshes, and seagrass meadows (&#x201c;blue carbon&#x201d;) (<xref ref-type="bibr" rid="B69">Rixen et&#xa0;al., 2023</xref>). The bottom trawl-induced release of CO<sub>2</sub> into the atmosphere within the BUS (~1Tg C year<sup>-1</sup>) corresponds to ~3% of the CO<sub>2</sub> currently stored by AFOLU (-30.6 Tg C year<sup>-1</sup>) (<xref ref-type="bibr" rid="B69">Rixen et&#xa0;al., 2023</xref>), showing the scale to which bottom trawling could potentially alter CO<sub>2</sub> emissions in coastal settings.</p>
<p>Hence, the efficiency of the biological carbon pump in sequestering and storing atmospheric CO<sub>2</sub> is likely affected by bottom trawling: On the one side, such fishing practices impair the sink function of the BUS by reactivating ~5 Tg C year<sup>-1</sup> previously stored in the sediment of which 2/3 may be transformed back into organic matter. On the other side, the trawl-induced release of sedimentary CO<sub>2</sub> into upwelling source water masses can potentially foster an additional outgassing of ~1 Tg C year<sup>-1</sup> into the atmosphere. Hereby, our estimations are representative for an upper limit, assuming the entirety of the benthic CO<sub>2</sub> efflux and associated nutrients to be upwelled into the surface region and assimilated into organic matter, while neglecting any processes hampering the biologically-mediated CO<sub>2</sub> uptake, such as light and iron limitations or water column denitrification. The rise in pCO<sub>2</sub> through bottom trawling is thereby related to the efficiency at which benthic nutrients and DIC are recaptured and assimilated into organic matter after being released from the sediment and upwelled into the surface region. Thus, using a constant stoichiometric carbon to nutrient ratio further disregards any variability in nutrient utilization and remineralization, which, in the end, is a pivotal factor that constitutes the recapture efficiency of the bottom trawl-induced CO<sub>2</sub> efflux. Additionally, the amount of the benthic CO<sub>2</sub> efflux and associated nutrients as elucidated for the BUS are subject to uncertainty because underlying calculations of the labile carbon fraction and remineralization were based on basin-scale average values that curtailed spatial variabilities within the BUS (<xref ref-type="bibr" rid="B72">Sala et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B26">Epstein et&#xa0;al., 2022</xref>). In this regard, the remineralization potential is related to oxygen availability, with oxygen-rich environments likely promoting organic matter degradation and oxygen deficiencies limiting remineralization (<xref ref-type="bibr" rid="B73">Sciberras et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B10">Bradshaw et&#xa0;al., 2021</xref>). Hereby, a potential expansion of Oxygen Minimum Zones (OMZs) could add further pressure on benthic ecosystems under the influence of bottom trawling by impeding the recovery potential and protection of benthic flora and fauna, which would otherwise have a stabilizing effect on the sediment and increase its resistance to physical disruptions (<xref ref-type="bibr" rid="B70">Roberts et&#xa0;al., 2017</xref>). Hence, in addition to monitoring of hydrographic changes and benthic ecosystem responses, higher spatially resolved data is needed to account for heterogeneity in sedimentary carbon characteristics and to refine trawl-induced benthic carbon and nutrient effluxes within the BUS.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusion">
<label>5</label>
<title>Conclusion</title>
<p>In this study, we examined how coastal sediments exposed to trawl-induced disturbances may impact the biological carbon pump efficiency of the Benguela Upwelling System by applying the bottom-up approach to simulate benthic C and N pathways from the bottom trawled seafloor to the sunlit surface via coastal upwelling of source water masses encompassing the bottom shelf region. Using shipboard data on sea surface and water column characteristics and published benthic CO<sub>2</sub> emission estimates from bottom-trawled sediments, we estimated a release of ~5 Tg C year<sup>-1</sup> from the trawled sediment into bottom waters within the BUS, together with nutrient inputs that could enhance source water nitrate concentrations by ~2-5%. Despite of supporting the biological productivity, benthic nitrate inputs merely lead to 2/3 of CO<sub>2</sub> released from bottom trawling to be recaptured into organic matter due to stoichiometric C:N ratio differences between the sediment (~9) and surface biomass (Redfield, 6.6), impeding the biological carbon pump efficiency in sequestering atmospheric CO<sub>2</sub> by ~1.3 Tg C year<sup>-1</sup>. Hence, our results suggests that C:N stoichiometry should be considered when determining how trawl-induced disturbances at the seafloor may affect carbon and nutrient cycling in coastal upwelling ecosystems. Hereby, the heterogeneity in sediment organic matter reactivity and site-specific conditions such as sediment type and hydrographic changes affecting OM remineralization give further incentive to refine sedimentary and pelagic C and N variabilities in order to better understand effects of trawl-induced sediment resuspension on the biological carbon pump.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation. We have adopted the python code previously published by <xref ref-type="bibr" rid="B75">Siddiqui et&#xa0;al. (2023)</xref> for sea surface pCO<sub>2</sub> simulations (thermally and non-thermally controlled pCO<sub>2</sub>), CO<sub>2</sub> flux calculations and new production calculations. These codes incorporate all necessary equations and parameters for reproducing the output of this study. The python code is available in Figshare under the accession code doi:<ext-link ext-link-type="uri" xlink:href="10.6084/m9.figshare.21436494">10.6084/m9.figshare.21436494</ext-link>.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>CS: Conceptualization, Investigation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. TR: Conceptualization, Supervision, Writing &#x2013; review &amp; editing. NL: Investigation, Writing &#x2013; review &amp; editing. TL: Writing &#x2013; review &amp; editing. AvdP: Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. The German Federal Ministry of Education and Research (BMBF) funded the research under the grant no. 03F0797A (ZMT) and 03F0797C (Universit&#xe4;t Hamburg).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We would like to thank the scientists, technicians, captains and crew members for their support and assistance during the cruises that were embedded in this study. F. H&#xfc;ge and M. Birkicht are thanked for their support in the laboratories. The Surface Ocean CO<sub>2</sub> Atlas (SOCAT) is an international effort, endorsed by the International Ocean Carbon Coordination Project (IOCCP), the Surface Ocean Lower Atmosphere Study (SOLAS) and the Integrated Marine Biosphere Research (IMBeR) program, to deliver a uniformly quality-controlled surface ocean CO<sub>2</sub> database. The many researchers and funding agencies responsible for the collection of data and quality control are thanked for their contribution to SOCAT. We also thank P. Wessels and W.H.F. Smith for providing the Generic Mapping Tools (GMT).</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmars.2024.1387121/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2024.1387121/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM1" mimetype="application/pdf"/>
<supplementary-material xlink:href="Table1.xlsx" id="ST1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
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