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  <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-18-1873-2021</article-id><title-group><article-title>A 2-decade (1988–2009) record of diatom fluxes in the <?xmltex \hack{\break}?> Mauritanian coastal upwelling: impact of low-frequency <?xmltex \hack{\break}?> forcing and a two-step shift in the species composition</article-title><alt-title>A 2-decade (1988–2009) record of diatom fluxes in the Mauritanian coastal upwelling</alt-title>
      </title-group><?xmltex \runningtitle{A 2-decade (1988--2009) record of diatom fluxes in the Mauritanian coastal upwelling}?><?xmltex \runningauthor{O.~E.~Romero et al.}?>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes" rid="aff1 aff2">
          <name><surname>Romero</surname><given-names>Oscar E.</given-names></name>
          <email>oromero@marum.de</email>
        <ext-link>https://orcid.org/0000-0003-0209-3258</ext-link></contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1 aff2">
          <name><surname>Ramondenc</surname><given-names>Simon</given-names></name>
          
        <ext-link>https://orcid.org/0000-0002-0275-2754</ext-link></contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1 aff3">
          <name><surname>Fischer</surname><given-names>Gerhard</given-names></name>
          
        </contrib>
        <aff id="aff1"><label>1</label><institution>MARUM – Center for Marine Environmental Sciences, University of
Bremen, Leobener Str. 8, Bremen 28359, Germany </institution>
        </aff>
        <aff id="aff2"><label>2</label><institution>Alfred Wegener Institute, Helmholtz Centre for Polar and Marine
Research, <?xmltex \hack{\break}?> Am Alten Hafen 26, Bremerhaven 27568, Germany</institution>
        </aff>
        <aff id="aff3"><label>3</label><institution>University of Bremen, Geosciences Department, Klagenfurter Str., Bremen 28359, Germany</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">Oscar E. Romero (oromero@marum.de)</corresp></author-notes><pub-date><day>18</day><month>March</month><year>2021</year></pub-date>
      
      <volume>18</volume>
      <issue>5</issue>
      <fpage>1873</fpage><lpage>1891</lpage>
      <history>
        <date date-type="received"><day>9</day><month>September</month><year>2020</year></date>
           <date date-type="accepted"><day>16</day><month>February</month><year>2021</year></date>
           <date date-type="rev-recd"><day>13</day><month>February</month><year>2021</year></date>
           <date date-type="rev-request"><day>13</day><month>October</month><year>2020</year></date>
      </history>
      <permissions>
        <copyright-statement>Copyright: © 2021 Oscar E. Romero et al.</copyright-statement>
        <copyright-year>2021</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/18/1873/2021/bg-18-1873-2021.html">This article is available from https://bg.copernicus.org/articles/18/1873/2021/bg-18-1873-2021.html</self-uri><self-uri xlink:href="https://bg.copernicus.org/articles/18/1873/2021/bg-18-1873-2021.pdf">The full text article is available as a PDF file from https://bg.copernicus.org/articles/18/1873/2021/bg-18-1873-2021.pdf</self-uri>
      <abstract><title>Abstract</title>
    <p id="d1e118">Eastern boundary upwelling ecosystems (EBUEs)  are among the most productive marine regions in the world's oceans. Understanding the degree of interannual to decadal variability in the Mauritania upwelling system is crucial for the prediction of future changes of primary productivity and carbon sequestration in the Canary Current EBUE as well as in similar environments. A multiyear sediment trap experiment was conducted at the mooring site CBmeso (“Cape Blanc mesotrophic”, ca. 20<inline-formula><mml:math id="M1" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, ca. 20<inline-formula><mml:math id="M2" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>40<inline-formula><mml:math id="M3" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula> W) in the highly productive coastal waters off Mauritania. Here, we present results on fluxes of diatoms and the species-specific composition of the assemblage for the time interval between March 1988 and June 2009. The temporal dynamics of diatom populations allows the proposal of three main intervals: (i) early 1988–late 1996, (ii) 1997–1999, and (iii) early 2002–mid 2009. The Atlantic Multidecadal Oscillation (AMO) appears to be an important driver of the long-term dynamics of diatom population. The long-term AMO-driven trend is interrupted by the occurrence of the strong 1997 El Niño–Southern Oscillation (ENSO). The extraordinary shift in the relative abundance of benthic diatoms in May 2002 suggests the strengthening of offshore advective transport within the uppermost layer of filament waters and in the subsurface and in deeper and bottom-near layers. It is hypothesized that the dominance of benthic diatoms was the response of the diatom community to the intensification of the slope and shelf poleward undercurrents. This dominance followed the intensification of the warm phase of AMO and the associated changes of the Atlantic Meridional Overturning Circulation. Transported valves (siliceous remains) from shallow Mauritanian coastal waters into the bathypelagic should be considered for the calculation and model experiments of bathy- and pelagic nutrients budgets (especially Si), the burial of diatoms, and the paleoenvironmental signal preserved in downcore sediments. Additionally, our 1988–2009 data set contributes to the characterization of the impact of low-frequency climate forcings in the northeastern Atlantic and will be especially helpful for establishing the scientific basis for forecasting and modeling future states of the Canary Current EBUE and its decadal changes.</p>
  </abstract>
    </article-meta>
  </front>
<body>
      

<sec id="Ch1.S1" sec-type="intro">
  <label>1</label><title>Introduction</title>
      <p id="d1e157">As part of the latitudinally extended eastern boundary upwelling ecosystem
(EBUE) of the Canary Current (CC) in the subtropical northeastern Atlantic, the Mauritanian upwelling is characterized by intense offshore Ekman transport and strong mesoscale heterogeneity. This physical setting facilitates the vigorous exchange between the neritic and pelagic realms off Mauritania (Chavez and Messié, 2009; Freón et al., 2009; Cropper et al., 2014). The nutrient trapping efficiency of upwelling cells (Arístegui et al., 2009), the input of wind-carried dust particles from the Sahara and the Sahel (Romero et al., 1999b, 2003; Friese et al., 2017; Fischer et al.,<?pagebreak page1874?> 2016, 2019), and/or the wide shelf (Hagen, 2001; Cropper et al., 2014) additionally impact the intensity of the primary production in surface waters and the subsequent export of microorganism remains into the meso- and bathypelagic off Mauritania. This set of conditions varies strongly on different temporal patterns (from seasonal through decadal; Mittelstaedt, 1983, 1991; Hagen, 2001; Nykjær and Van Camp, 1994; Barton et al., 2013; Varela et al., 2015). Whether the strong interannual and decadal variability of physical conditions off Mauritania is related to low-frequency, global-scale climatic variations or to an intrinsic level of basin-wide atmospheric and/or oceanic variability is still a matter of debate (Cropper et al., 2014; Varela et al., 2015; Fischer et al., 2016, 2019).</p>
      <p id="d1e160">EBUEs may prove more resilient to ongoing climate change than other ocean
ecosystems because of their ability to function under extremely variable
conditions (Barton et al., 2013; Varela et al., 2015). On the other hand, it
is predicted that current global warming will impact atmospheric pressure
gradients and hence the strength of coastal winds that cause upwelling (Bakun, 1990; Bakun et al., 2010). Although productivity variations in EBUEs are sensitive to the amplitude and timing of upwelling-favorable winds (Varela et al., 2015), the impact of ongoing ocean warming on the dynamics of
upwelling-favorable winds is still contentious (Bakun, 1990; Bakun et al.,
2010; Varela et al., 2015). Long-term trends in variations in upwelling
intensity and related productivity changes seem highly dependent on the length of the data series, the selected study area, the season evaluated, and the methods applied (Varela et al., 2015). The description of multiyear to
interdecadal trends of upwelling intensity in the CC EBUE has been mostly
based on variations in velocity and direction of winds and calculated
upwelling intensities. Cropper et al. (2014) found a non-significant increase
in upwelling-favorable winds along the CC EBUE between 11 and 35<inline-formula><mml:math id="M4" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N. Using the same database as Cropper et al. (2014), Narayan et al. (2010) and Patti et al. (2010) analyzed the annual wind stress over 4 decades and found significant increasing trends across 24–32<inline-formula><mml:math id="M5" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N. Contradictory results were also obtained using Ekman transport data. Gómez-Gesteira et al. (2008) detected a significant decreasing trend in upwelling intensity across 20–32<inline-formula><mml:math id="M6" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N for all seasons between 1967 and 2006, while Pardo et al. (2011) found a general weakening of upwelling intensity between 10 and 24<inline-formula><mml:math id="M7" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N for the time interval 1970–2009. Barton et al. (2013) found no statistically significant change of the annual mean wind intensity off northwest Africa over the second half of the 20th century.</p>
      <p id="d1e199">A different approach for the characterization of multiyear to interdecadal
trends in EBUEs is assessing fluxes of particulates and microorganisms as
captured by continuous sediment trap experiments. This study builds on earlier
investigations of multiyear variability of the diatom flux captured with
sediment traps deployed at the mesotrophic mooring site CBmeso (Cape
Blanc mesotrophic, formerly known as CB, Fig. 1; Fischer et al.,
1996). Several earlier studies addressed either the variations in marine
diatom fluxes between March 1988 and November 1991 (Romero et al., 1999a,
2002; Romero and Armand, 2010; Lange et al., 1998) or the land-derived signal
of siliceous remains (Romero et al., 1999b, 2003).  After a gap of 2.5 years
(December 1991 through May 1994), the CBmeso trap experiment re-started in
June 1994 (Table 1). Here, we extend the diatom record collected from early
June 1994 until middle June 2009. The main goal of this study is the
description of the multiyear dynamics of the total diatom flux and the shifts
in the species-specific composition of the assemblage at the site CBmeso during
almost 20 years (1988–2009). Our study presents the longest sediment-trap-based time series on the temporal dynamics of diatom fluxes in the world
ocean. We discuss the new results in view of the high frequency of climate
indices, which are proxies for atmospheric and hydrographic dynamics along the
CC EBUE, and low-frequency climate variability in the North Atlantic, and we
compare our new data set at the site CBmeso with previous diatom (Romero and
Fischer, 2017; Lange et al., 1998; Romero et al., 1999a, b, 2002, 2020) and bulk flux results off Mauritania (Helmke et al., 2005; Fischer et al.,
2016, 2019). We also discuss our new results with recent results from the
nearby coastal site CBeu (Cape Blanc eutrophic) (Romero and
Fischer, 2017; Romero et al., 2020).</p>
</sec>
<sec id="Ch1.S2">
  <label>2</label><title>Material and methods</title>
<sec id="Ch1.S2.SS1">
  <label>2.1</label><title>Mooring location, sampling intervals, and sample treatment</title>
      <p id="d1e217">A total of 20 moorings were deployed off Mauritania (Fig. 1) between March
1988 and June 2009. Details on sampling intervals and trap depths are given in
Table 1. Major gaps in the diatom record are between (i) December 1991 and
June 1994 (no traps deployed), (ii) October 1994 and November 1995
(malfunctioning of the trap CBmeso6 upper), (iii) October 1997 and June 1998
(malfunctioning of the trap CBmeso8 upper), and November 1999 and March 2001
(malfunctioning of traps CBmeso10 and 11 lower) (Table 1). The entire study
interval extended over 7734 <inline-formula><mml:math id="M8" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">d</mml:mi></mml:mrow></mml:math></inline-formula> between March 1988 and June 2009. During
this interval, samples were collected for 5574 <inline-formula><mml:math id="M9" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">d</mml:mi></mml:mrow></mml:math></inline-formula>. The gaps that occurred
total 2160 <inline-formula><mml:math id="M10" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">d</mml:mi></mml:mrow></mml:math></inline-formula> of the entire trap experiment.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F1" specific-use="star"><?xmltex \currentcnt{1}?><?xmltex \def\figurename{Figure}?><label>Figure 1</label><caption><p id="d1e246"><bold>(a)</bold> Map of the study area showing the locations of the sediment trap sites CBmeso and CBeu (dark blue dots). Major surface currents are also shown (Canary Current: CC; Mauritanian Current: MC; North Equatorial
Current: NEC; north Cabo Verde Current: nCVC). The upwelling zones along
the northwestern African margin are depicted after Cropper et al. (2014).
The color scale (right-hand side) refers to meters below surface water (0 <inline-formula><mml:math id="M11" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula>). <bold>(b–d)</bold> Satellite-gained images of average winter concentration of chlorophyll <inline-formula><mml:math id="M12" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula> in surface waters along the northwestern African margin. The images depict chlorophyll <inline-formula><mml:math id="M13" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula> values in winters 1997, 2002, and 2008, gained with SeaWIFs (<bold>b</bold>, 1997) and MODIS (<bold>c</bold> and <bold>d</bold>, 2002 and 2008; <uri>https://oceancolor.gsfc.nasa.gov/cgi/l3</uri>, last access: 31 July 2020). Note the high interannual variability of chl <inline-formula><mml:math id="M14" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula> concentration. For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article.</p></caption>
          <?xmltex \igopts{width=398.338583pt}?><graphic xlink:href="https://bg.copernicus.org/articles/18/1873/2021/bg-18-1873-2021-f01.png"/>

        </fig>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T1" specific-use="star"><?xmltex \currentcnt{1}?><label>Table 1</label><caption><p id="d1e305">Data deployment at the site CBmeso (Cape Blanc mesotrophic):
trap name, coordinates (latitude and longitude), ocean bottom depth, trap
depth, sampling interval, and sample amount.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="9">
     <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="right" colsep="1"/>
     <oasis:colspec colnum="6" colname="col6" align="left"/>
     <oasis:colspec colnum="7" colname="col7" align="left" colsep="1"/>
     <oasis:colspec colnum="8" colname="col8" align="right"/>
     <oasis:colspec colnum="9" colname="col9" align="justify" colwidth="30mm"/>
     <oasis:thead>
       <oasis:row>
         <oasis:entry colname="col1">Trap name</oasis:entry>
         <oasis:entry colname="col2">Lat</oasis:entry>
         <oasis:entry colname="col3">Long</oasis:entry>
         <oasis:entry colname="col4">Bottom</oasis:entry>
         <oasis:entry colname="col5">Trap</oasis:entry>
         <oasis:entry namest="col6" nameend="col7" align="center" colsep="1">Sampling </oasis:entry>
         <oasis:entry colname="col8">No. of</oasis:entry>
         <oasis:entry colname="col9">Diatom data</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3"/>
         <oasis:entry colname="col4">depth</oasis:entry>
         <oasis:entry colname="col5">depth</oasis:entry>
         <oasis:entry colname="col6"/>
         <oasis:entry colname="col7"/>
         <oasis:entry colname="col8">samples</oasis:entry>
         <oasis:entry colname="col9">previously published by</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2">N</oasis:entry>
         <oasis:entry colname="col3">W</oasis:entry>
         <oasis:entry colname="col4">m</oasis:entry>
         <oasis:entry colname="col5">m</oasis:entry>
         <oasis:entry colname="col6">start</oasis:entry>
         <oasis:entry colname="col7">end</oasis:entry>
         <oasis:entry colname="col8"/>
         <oasis:entry colname="col9"/>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">CBmeso1 lower</oasis:entry>
         <oasis:entry colname="col2">20<inline-formula><mml:math id="M16" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>45.3<inline-formula><mml:math id="M17" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">19<inline-formula><mml:math id="M18" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>44.5<inline-formula><mml:math id="M19" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4">3646</oasis:entry>
         <oasis:entry colname="col5">2195</oasis:entry>
         <oasis:entry colname="col6">22 Mar 1988</oasis:entry>
         <oasis:entry colname="col7">8 Mar 1989</oasis:entry>
         <oasis:entry colname="col8">13</oasis:entry>
         <oasis:entry colname="col9">Lange et al. (1998),<?xmltex \hack{\hfill\break}?>Romero et al. (2002)</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CBmeso2 lower</oasis:entry>
         <oasis:entry colname="col2">21<inline-formula><mml:math id="M20" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>08.7<inline-formula><mml:math id="M21" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">20<inline-formula><mml:math id="M22" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>41.2<inline-formula><mml:math id="M23" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4">4092</oasis:entry>
         <oasis:entry colname="col5">3502</oasis:entry>
         <oasis:entry colname="col6">15 Mar 1989</oasis:entry>
         <oasis:entry colname="col7">24 Mar 1990</oasis:entry>
         <oasis:entry colname="col8">22</oasis:entry>
         <oasis:entry colname="col9">Romero et al. (2002)</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CBmeso3 lower</oasis:entry>
         <oasis:entry colname="col2">21<inline-formula><mml:math id="M24" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>08.3<inline-formula><mml:math id="M25" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">20<inline-formula><mml:math id="M26" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>40.3<inline-formula><mml:math id="M27" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4">4094</oasis:entry>
         <oasis:entry colname="col5">3557</oasis:entry>
         <oasis:entry colname="col6">29 Apr 1990</oasis:entry>
         <oasis:entry colname="col7">8 Apr 1991</oasis:entry>
         <oasis:entry colname="col8">17</oasis:entry>
         <oasis:entry colname="col9">Romero et al. (2002)</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CBmeso4 lower</oasis:entry>
         <oasis:entry colname="col2">21<inline-formula><mml:math id="M28" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>08.7<inline-formula><mml:math id="M29" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">20<inline-formula><mml:math id="M30" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>41.2<inline-formula><mml:math id="M31" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4">4108</oasis:entry>
         <oasis:entry colname="col5">3562</oasis:entry>
         <oasis:entry colname="col6">3 Mar 1991</oasis:entry>
         <oasis:entry colname="col7">19 Nov 1991</oasis:entry>
         <oasis:entry colname="col8">13</oasis:entry>
         <oasis:entry colname="col9">Romero et al. (2002)</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CBmeso5 lower</oasis:entry>
         <oasis:entry colname="col2">21<inline-formula><mml:math id="M32" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>08.6<inline-formula><mml:math id="M33" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">20<inline-formula><mml:math id="M34" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>40.9<inline-formula><mml:math id="M35" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4">4119</oasis:entry>
         <oasis:entry colname="col5">3587</oasis:entry>
         <oasis:entry colname="col6">6 Jun 1994</oasis:entry>
         <oasis:entry colname="col7">27 Aug 1994</oasis:entry>
         <oasis:entry colname="col8">19</oasis:entry>
         <oasis:entry colname="col9"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CBmeso6 upper<inline-formula><mml:math id="M36" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col2">21<inline-formula><mml:math id="M37" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>15.0<inline-formula><mml:math id="M38" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">20<inline-formula><mml:math id="M39" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>41.8<inline-formula><mml:math id="M40" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4">4137</oasis:entry>
         <oasis:entry colname="col5">771</oasis:entry>
         <oasis:entry colname="col6">2 Sep 1994</oasis:entry>
         <oasis:entry colname="col7">16 Oct 1994</oasis:entry>
         <oasis:entry colname="col8">2</oasis:entry>
         <oasis:entry colname="col9"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CBmeso7 lower</oasis:entry>
         <oasis:entry colname="col2">21<inline-formula><mml:math id="M41" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>15.4<inline-formula><mml:math id="M42" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">20<inline-formula><mml:math id="M43" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>41.8<inline-formula><mml:math id="M44" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4">4152</oasis:entry>
         <oasis:entry colname="col5">3586</oasis:entry>
         <oasis:entry colname="col6">20 Nov 1995</oasis:entry>
         <oasis:entry colname="col7">29 Jan 1997</oasis:entry>
         <oasis:entry colname="col8">20</oasis:entry>
         <oasis:entry colname="col9"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CBmeso8 upper<inline-formula><mml:math id="M45" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col2">21<inline-formula><mml:math id="M46" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>16.3<inline-formula><mml:math id="M47" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">20<inline-formula><mml:math id="M48" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>41.5<inline-formula><mml:math id="M49" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4">4120</oasis:entry>
         <oasis:entry colname="col5">745</oasis:entry>
         <oasis:entry colname="col6">30 Jan 1997</oasis:entry>
         <oasis:entry colname="col7">4 Jun 1998</oasis:entry>
         <oasis:entry colname="col8">8</oasis:entry>
         <oasis:entry colname="col9"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CBmeso9 lower</oasis:entry>
         <oasis:entry colname="col2">21<inline-formula><mml:math id="M50" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>15.2<inline-formula><mml:math id="M51" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">20<inline-formula><mml:math id="M52" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>42.4<inline-formula><mml:math id="M53" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4">4121</oasis:entry>
         <oasis:entry colname="col5">3580</oasis:entry>
         <oasis:entry colname="col6">11 Jun 1998</oasis:entry>
         <oasis:entry colname="col7">7 Nov 1999</oasis:entry>
         <oasis:entry colname="col8">20</oasis:entry>
         <oasis:entry colname="col9"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CBmeso12 lower<inline-formula><mml:math id="M54" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col2">21<inline-formula><mml:math id="M55" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>16.0<inline-formula><mml:math id="M56" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">20<inline-formula><mml:math id="M57" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>46.5<inline-formula><mml:math id="M58" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4">4145</oasis:entry>
         <oasis:entry colname="col5">3610</oasis:entry>
         <oasis:entry colname="col6">5 Apr 2001</oasis:entry>
         <oasis:entry colname="col7">17 Dec 2001</oasis:entry>
         <oasis:entry colname="col8">14</oasis:entry>
         <oasis:entry colname="col9"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CBmeso13 lower</oasis:entry>
         <oasis:entry colname="col2">21<inline-formula><mml:math id="M59" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>16.8<inline-formula><mml:math id="M60" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">20<inline-formula><mml:math id="M61" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>46.7<inline-formula><mml:math id="M62" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4">4131</oasis:entry>
         <oasis:entry colname="col5">3606</oasis:entry>
         <oasis:entry colname="col6">23 Apr 2002</oasis:entry>
         <oasis:entry colname="col7">8 May 2003</oasis:entry>
         <oasis:entry colname="col8">20</oasis:entry>
         <oasis:entry colname="col9"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CBmeso14 upper</oasis:entry>
         <oasis:entry colname="col2">21<inline-formula><mml:math id="M63" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>17.2<inline-formula><mml:math id="M64" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">20<inline-formula><mml:math id="M65" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>47.6<inline-formula><mml:math id="M66" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4">4162</oasis:entry>
         <oasis:entry colname="col5">1246</oasis:entry>
         <oasis:entry colname="col6">31 May 2003</oasis:entry>
         <oasis:entry colname="col7">2 Nov 2003</oasis:entry>
         <oasis:entry colname="col8">10</oasis:entry>
         <oasis:entry colname="col9"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CBmeso15 lower</oasis:entry>
         <oasis:entry colname="col2">21<inline-formula><mml:math id="M67" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>17.9<inline-formula><mml:math id="M68" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">20<inline-formula><mml:math id="M69" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>47.8<inline-formula><mml:math id="M70" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4">4162</oasis:entry>
         <oasis:entry colname="col5">3624</oasis:entry>
         <oasis:entry colname="col6">17 Apr 2004</oasis:entry>
         <oasis:entry colname="col7">21 Jul 2005</oasis:entry>
         <oasis:entry colname="col8">20</oasis:entry>
         <oasis:entry colname="col9"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CBmeso16 lower</oasis:entry>
         <oasis:entry colname="col2">21<inline-formula><mml:math id="M71" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>16.8<inline-formula><mml:math id="M72" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">20<inline-formula><mml:math id="M73" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>47.8<inline-formula><mml:math id="M74" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4">4160</oasis:entry>
         <oasis:entry colname="col5">3633</oasis:entry>
         <oasis:entry colname="col6">25 Jul 2005</oasis:entry>
         <oasis:entry colname="col7">28 Sep 2006</oasis:entry>
         <oasis:entry colname="col8">20</oasis:entry>
         <oasis:entry colname="col9"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CBmeso17 lower</oasis:entry>
         <oasis:entry colname="col2">21<inline-formula><mml:math id="M75" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>16.4<inline-formula><mml:math id="M76" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">20<inline-formula><mml:math id="M77" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>48.2<inline-formula><mml:math id="M78" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4">4152</oasis:entry>
         <oasis:entry colname="col5">3614</oasis:entry>
         <oasis:entry colname="col6">24 Oct 2006</oasis:entry>
         <oasis:entry colname="col7">25 Mar 2007</oasis:entry>
         <oasis:entry colname="col8">20</oasis:entry>
         <oasis:entry colname="col9"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CBmeso18 lower</oasis:entry>
         <oasis:entry colname="col2">21<inline-formula><mml:math id="M79" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>16.9<inline-formula><mml:math id="M80" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">20<inline-formula><mml:math id="M81" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>48.1<inline-formula><mml:math id="M82" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4">4168</oasis:entry>
         <oasis:entry colname="col5">3629</oasis:entry>
         <oasis:entry colname="col6">25 Mar 2007</oasis:entry>
         <oasis:entry colname="col7">5 Apr 2008</oasis:entry>
         <oasis:entry colname="col8">20</oasis:entry>
         <oasis:entry colname="col9"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CBmeso19 lower</oasis:entry>
         <oasis:entry colname="col2">21<inline-formula><mml:math id="M83" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>16.2<inline-formula><mml:math id="M84" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">20<inline-formula><mml:math id="M85" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>48.7<inline-formula><mml:math id="M86" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4">4155</oasis:entry>
         <oasis:entry colname="col5">3617</oasis:entry>
         <oasis:entry colname="col6">22 Apr 2008</oasis:entry>
         <oasis:entry colname="col7">22 Mar 2009</oasis:entry>
         <oasis:entry colname="col8">20</oasis:entry>
         <oasis:entry colname="col9"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CBmeso20 lower<inline-formula><mml:math id="M87" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col2">21<inline-formula><mml:math id="M88" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>15.6<inline-formula><mml:math id="M89" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">20<inline-formula><mml:math id="M90" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>50.7<inline-formula><mml:math id="M91" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4">4170</oasis:entry>
         <oasis:entry colname="col5">3620</oasis:entry>
         <oasis:entry colname="col6">3 Apr 2009</oasis:entry>
         <oasis:entry colname="col7">12 Jun 2009</oasis:entry>
         <oasis:entry colname="col8">4</oasis:entry>
         <oasis:entry colname="col9"/>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table><table-wrap-foot><p id="d1e308"><inline-formula><mml:math id="M15" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula> Traps with malfunctioning, having caused gaps in the diatom record.</p></table-wrap-foot></table-wrap>

      <p id="d1e1626">We used deep-moored (<inline-formula><mml:math id="M92" display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">700</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M93" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> water depth), large-aperture
time-series sediment traps of the Kiel and Honjo types with 20 cups and
0.5 <inline-formula><mml:math id="M94" display="inline"><mml:mrow class="unit"><mml:msup><mml:mi mathvariant="normal">m</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> openings, equipped with a honeycomb baffle (Kremling et al.,
1996). As the traps were moored below intermediate water masses (CB1lower:
2195 <inline-formula><mml:math id="M95" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula>; CB2–5, 7, 9–12, 15–20lower: 3502–3633 <inline-formula><mml:math id="M96" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula>; and
CB6, 8 and 14upper: 745–1246 <inline-formula><mml:math id="M97" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula>, Table 1), uncertainties with the
trapping efficiency due to strong currents (e.g., undersampling) and/or due to
the migration and activity of<?pagebreak page1875?> zooplankton migrators (“swimmer problem”) are
assumed to be minimal (Buesseler et al., 2007). Prior to the deployments, the
sampling cups were poisoned with <inline-formula><mml:math id="M98" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">HgCl</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> (1 <inline-formula><mml:math id="M99" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">mL</mml:mi></mml:mrow></mml:math></inline-formula> of
conc. <inline-formula><mml:math id="M100" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">HgCl</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> per 100 <inline-formula><mml:math id="M101" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">mL</mml:mi></mml:mrow></mml:math></inline-formula> of filtered seawater), and pure NaCl
was used to increase the density in the sampling cups to
40 <inline-formula><mml:math id="M102" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">‰</mml:mi></mml:mrow></mml:math></inline-formula>. Upon recovery, samples were stored at 4 <inline-formula><mml:math id="M103" display="inline"><mml:mrow class="unit"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula>
on board and wet-split in the home laboratory (MARUM, University of
Bremen) using a rotating McLane splitter system. Larger swimmers – such as
crustaceans – were handpicked at the home lab by using forceps and were
removed by filtering the sample carefully through a 1 <inline-formula><mml:math id="M104" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">mm</mml:mi></mml:mrow></mml:math></inline-formula> sieve. All
flux data here refer to the size fraction <inline-formula><mml:math id="M105" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M106" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">mm</mml:mi></mml:mrow></mml:math></inline-formula>. In almost all
samples, the fraction of particles <inline-formula><mml:math id="M107" display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M108" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">mm</mml:mi></mml:mrow></mml:math></inline-formula> was negligible (larger
pteropods were found only in a few samples; Fischer et al., 2016).</p>
      <p id="d1e1786">We compare our data with those previously published at the mooring location
CBeu (ca. 20<inline-formula><mml:math id="M109" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>45<inline-formula><mml:math id="M110" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula> N, 18<inline-formula><mml:math id="M111" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>45<inline-formula><mml:math id="M112" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula> W), also deployed
off Mauritania (Romero and Fischer, 2017; Romero et al., 2020). It locates
ca. 80 nautical miles (<inline-formula><mml:math id="M113" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">150</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M114" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">km</mml:mi></mml:mrow></mml:math></inline-formula>) offshore over the continental
slope in ca. 2750 <inline-formula><mml:math id="M115" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> water depth. For site CBeu, only the upper trap
fluxes are shown (Romero and Fischer, 2017; Fischer et al., 2019; Romero
et al., 2020).</p>
</sec>
<sec id="Ch1.S2.SS2">
  <label>2.2</label><title>Assessment of diatom fluxes and species identification</title>
      <p id="d1e1860">The <inline-formula><mml:math id="M116" display="inline"><mml:mrow><mml:mn mathvariant="normal">1</mml:mn><mml:mo>/</mml:mo><mml:mn mathvariant="normal">64</mml:mn></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M117" display="inline"><mml:mrow><mml:mn mathvariant="normal">1</mml:mn><mml:mo>/</mml:mo><mml:mn mathvariant="normal">125</mml:mn></mml:mrow></mml:math></inline-formula> splits of the original samples were used. Samples were
rinsed with distilled water and prepared for diatom studies following standard
methods (Schrader and Gersonde, 1978). For this study, a total of 282 sediment
trap samples were processed. Each sample was chemically treated with potassium
permanganate, hydrogen peroxide (33 <inline-formula><mml:math id="M118" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula>), and concentrated
hydrochloric acid (32 <inline-formula><mml:math id="M119" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula>) following previously used methodology
(Romero and Fischer, 2017; Romero et al., 1999a, b, 2002, 2009a, b,
2020). Qualitative and quantitative analyses of the diatom community were
carried out on permanent slides of acid-cleaned material
(Mountex<inline-formula><mml:math id="M120" display="inline"><mml:msup><mml:mi/><mml:mtext>®</mml:mtext></mml:msup></mml:math></inline-formula> mounting medium) at <inline-formula><mml:math id="M121" display="inline"><mml:mrow><mml:mo>×</mml:mo><mml:mn mathvariant="normal">1000</mml:mn></mml:mrow></mml:math></inline-formula>
magnification by using a Zeiss<inline-formula><mml:math id="M122" display="inline"><mml:msup><mml:mi/><mml:mtext>®</mml:mtext></mml:msup></mml:math></inline-formula> Axioscope
with phase-contrast illumination (MARUM, University of Bremen).
Depending on valve abundances in each sample, several traverses across each
slide were examined. The counting procedure and definition of counting units
for valves follow Schrader and Gersonde (1978). The total number of counted
valves per slide ranged between ca. 400 and 1000. Two cover slips per sample
were scanned in this way. Counts of valves in replicate<?pagebreak page1876?> slides indicate that
the analytical error of valve concentration estimates is <inline-formula><mml:math id="M123" display="inline"><mml:mrow><mml:mo>≤</mml:mo><mml:mn mathvariant="normal">10</mml:mn></mml:mrow></mml:math></inline-formula> %.</p>
      <p id="d1e1942">The resulting counts yielded abundance of individual diatom taxa as well as
daily fluxes of <inline-formula><mml:math id="M124" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">valves</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">m</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">d</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> (DF), calculated according to
Sancetta and Calvert (1988), as follows:

                <disp-formula id="Ch1.E1" content-type="numbered"><label>1</label><mml:math id="M125" display="block"><mml:mstyle class="stylechange" displaystyle="true"/><mml:mrow><mml:mstyle displaystyle="true" class="stylechange"/><mml:mtext>DF</mml:mtext><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mo>[</mml:mo><mml:mi>N</mml:mi><mml:mo>]</mml:mo><mml:mo>×</mml:mo><mml:mo>[</mml:mo><mml:mi>A</mml:mi><mml:mo>/</mml:mo><mml:mi>a</mml:mi><mml:mo>]</mml:mo><mml:mo>×</mml:mo><mml:mo>[</mml:mo><mml:mi>V</mml:mi><mml:mo>]</mml:mo><mml:mo>×</mml:mo><mml:mo>[</mml:mo><mml:mtext>Split</mml:mtext><mml:mo>]</mml:mo></mml:mrow><mml:mrow><mml:mo>[</mml:mo><mml:mtext>days</mml:mtext><mml:mo>]</mml:mo><mml:mo>×</mml:mo><mml:mo>[</mml:mo><mml:mi>D</mml:mi><mml:mo>]</mml:mo></mml:mrow></mml:mfrac></mml:mstyle><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>

          where <inline-formula><mml:math id="M126" display="inline"><mml:mrow><mml:mo>[</mml:mo><mml:mi>N</mml:mi><mml:mo>]</mml:mo></mml:mrow></mml:math></inline-formula> is number of valves in a known area <inline-formula><mml:math id="M127" display="inline"><mml:mrow><mml:mo>[</mml:mo><mml:mi>a</mml:mi><mml:mo>]</mml:mo></mml:mrow></mml:math></inline-formula> as a fraction of the total
area of a petri dish <inline-formula><mml:math id="M128" display="inline"><mml:mrow><mml:mo>[</mml:mo><mml:mi>A</mml:mi><mml:mo>]</mml:mo></mml:mrow></mml:math></inline-formula> and the dilution volume <inline-formula><mml:math id="M129" display="inline"><mml:mrow><mml:mo>[</mml:mo><mml:mi>V</mml:mi><mml:mo>]</mml:mo></mml:mrow></mml:math></inline-formula> in milliliters. This value is
multiplied by the sample split [Split], representing the fraction of total
material in the trap, and then divided by the number of [days] of sample
deployment and the sediment trap collection area <inline-formula><mml:math id="M130" display="inline"><mml:mrow><mml:mo>[</mml:mo><mml:mi>D</mml:mi><mml:mo>]</mml:mo></mml:mrow></mml:math></inline-formula>.</p>
</sec>
<sec id="Ch1.S2.SS3">
  <label>2.3</label><title>Statistical analysis</title>
      <p id="d1e2107">Correspondence analysis (CA) was used to explore diatom communities' changes. CA is an ordination technique that enables description of the community structure from multivariate contingency tables with frequency-like data (i.e., abundances derived from counting with integers and zeros) that are dimensionally homogeneous (Legendre and Legendre, 2012). Based on the CA samples' scores, a hierarchical clustering analysis was performed to classify the samples' date according to the diatom composition similarities. Euclidean distance was used to compute the distance matrix from which a hierarchical dendrogram was generated using Ward's aggregation link (Legendre and Legendre, 2012). This approach has been computed by using the <italic>vegan</italic> package included in the R software. In addition, Kruskal–Wallis tests, coupled with multiple comparison tests (pairwise Wilcoxon rank sum test), have been performed on climatic indexes and total diatom flux according to sample groups highlighted by the clustering analysis with the aim of identifying relationships between environmental forcing indices and diatom communities.</p>
</sec>
</sec>
<sec id="Ch1.S3">
  <label>3</label><title>Physical setting of the study area</title>
<sec id="Ch1.S3.SS1">
  <label>3.1</label><title>Oceanography, winds, and upwelling dynamics</title>
      <p id="d1e2129">The CC EBUE is in the eastern part of the North Atlantic subtropical gyre
(Fig. 1, Chavez and Messié, 2009; Arístegui et al., 2009; Cropper et
al., 2014). Both the temporal occurrence and the intensity of the upwelling
along northwestern Africa depend on the shelf width, seafloor topography,
wind direction and strength (Mittelstaedt, 1983; Hagen, 2001),
Ekman-mediated transport, and mesoscale heterogeneity (Chavez and
Messié, 2009; Fréon et al., 2009; Cropper et al., 2014). The
Mauritanian shelf is wider than the shelf northward and southward along the
CC EBUE and gently slopes from the coastline into water depths below
200 <inline-formula><mml:math id="M131" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> (Hagen, 2001). The shelf break zone with its steep continental
slope extends over approximately 100 <inline-formula><mml:math id="M132" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">km</mml:mi></mml:mrow></mml:math></inline-formula> from the<?pagebreak page1877?> coastline (Hagen,
2001). Because of the coastal topography, shelf and slope bathymetry, ocean currents, and wind system, surface waters off Mauritania are
characterized by almost permanent upwelling with varying intensity
year-round (Lathuilière et al., 2008; Cropper et al., 2014). The site CBmeso
locates at the westward end of this permanent upwelling zone.</p>
      <p id="d1e2148">The surface hydrography off Mauritania is influenced by two major surface
currents: the southwestward-flowing CC and the poleward-flowing coastal
countercurrent or Mauritania Current (MC) (Fig. 1). The surficial CC detaches
from the northern African continental slope between 25 and 21<inline-formula><mml:math id="M133" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N and
supplies Si-poor waters to the North Equatorial Current. CC waters are
relatively cool because it entrains upwelled water from the coast as it moves
southward (Mittelstaedt, 1991). The Si-rich MC gradually flows northward along
the coast up to about 20<inline-formula><mml:math id="M134" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N (Mittelstaedt, 1991) and brings warmer
surface waters from the equatorial realm into waters overlying the site
CBmeso. Towards late autumn, the MC is gradually replaced by a southward flow
associated with upwelling water due to the increasing influence of trade winds
south of 20<inline-formula><mml:math id="M135" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N (Zenk et al., 1991) and becomes a narrow strip of
less than 100 <inline-formula><mml:math id="M136" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">km</mml:mi></mml:mrow></mml:math></inline-formula> wide in winter (Mittelstaedt, 1983). The MC advances
onto the shelf in summer and is enhanced by the relatively strong Equatorial
Countercurrent and the southerly trade winds (Mittelstaedt, 1983).</p>
      <p id="d1e2186">North of Cape Blanc (ca. 21<inline-formula><mml:math id="M137" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N; Fig. 1), the intense northeasterly
winds cause coastal upwelling to move further offshore and the upper slope
fills with upwelled waters. South of Cape Blanc, northerly winds dominate
year-round, but surface waters remain stratified, and the coastal Poleward
Undercurrent (PUC) occurs as a subsurface current (Pelegrí et al.,
2017). South of Cape Timiris (ca. 19<inline-formula><mml:math id="M138" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>30<inline-formula><mml:math id="M139" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula> N), the PUC
intensifies during summer–fall and remains at the subsurface during
winter–spring (Pelegrí et al., 2017). The convergence of the northward-flowing MC–PUC system with the southward-flowing currents builds the Cabo Verde
Frontal Zone (Zenk et al., 1991; Fig. 1), and the large offshore water export
is visible as the giant Mauritanian chlorophyll filament (Gabric et al., 1993;
Pelegrí et al., 2006, 2017).</p>
      <p id="d1e2216">The chlorophyll filament extends offshore up to 400 <inline-formula><mml:math id="M140" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">km</mml:mi></mml:mrow></mml:math></inline-formula> (e.g.,
Arístegui et al., 2009; Cropper et al., 2014; Van Camp et al., 1991;
Fig. 1b–d), carrying a mixture of North and South Atlantic Central Water
(NACW and SACW, respectively) through an intense offshore jet-like flow
(Meunier et al., 2012). Intense offshore transport acts as an important mechanism
for the export of cool, nutrient-rich shelf and upper-slope waters. It has
been estimated that this giant filament exports about 50 <inline-formula><mml:math id="M141" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula> of the
coastal new production toward the open ocean during intervals of the most intense
upwelling (Gabric et al., 1993; Lange et al., 1998; Van Camp et al., 1991;
Helmke et al., 2005).  This transport impacts even more distant regions in the
deep ocean, since sinking particles are strongly advected by lateral transport
in subsurface and deeper waters (Fischer and Karakaş, 2009; Karakaş
et al., 2006; Fischer et al., 2009).</p>
      <p id="d1e2236"><?xmltex \hack{\newpage}?>The SACW occurs in layers between 100 and 400 <inline-formula><mml:math id="M142" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> depth around the Banc
d'Arguin and off Mauritania. The hydrographic properties of upwelled waters
over the shelf suggest that they ascend from depths between 100 and
200 <inline-formula><mml:math id="M143" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> south off the Banc d'Arguin (Mittelstaedt, 1983). North of the Banc
d'Arguin, the SACW merges gradually into deeper layers (200–400 <inline-formula><mml:math id="M144" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula>) below the CC (Mittelstaedt, 1983). The biological response is accelerated in upwelled waters when the SACW of the upper part of the undercurrent feeds the onshore transport of intermediate layers to form mixed-water types on the shelf (Zenk et al., 1991).</p>
</sec>
<sec id="Ch1.S3.SS2">
  <label>3.2</label><title>Large-scale, low-frequency climate and oceanographic modes potentially
affecting the Mauritanian upwelling area</title>
<sec id="Ch1.S3.SS2.SSS1">
  <label>3.2.1</label><title>Atlantic Multidecadal Oscillation (AMO)</title>
      <p id="d1e2279">The AMO is the average of sea surface temperatures (SSTs) of the North Atlantic Ocean
(from 0 to 60<inline-formula><mml:math id="M145" display="inline"><mml:mrow class="unit"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> N, 80<inline-formula><mml:math id="M146" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W to 0<inline-formula><mml:math id="M147" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>), detrended to
isolate the natural variability (Endfield et al., 2001). It is an ongoing
series of multidecadal cyclicity, with cool and warm phases that might last
between 20 and 40 years with a difference of about 15 <inline-formula><mml:math id="M148" display="inline"><mml:mrow class="unit"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup><mml:mi mathvariant="normal">C</mml:mi></mml:mrow></mml:math></inline-formula>
between extremes. These changes are natural and have been occurring for at
least the last 1000 years. Since AMO is linked to SST variations, it also
plays a significant role in the decadal forcing of productivity changes
(O'Reilly et al., 2016). Fischer et al. (2016) state that the correlation of
sea level pressure with area-averaged (0–70<inline-formula><mml:math id="M149" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 60–10<inline-formula><mml:math id="M150" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W)
SST fluctuations over periods longer than 10 years highlights a center of
action in the tropical Atlantic with sea level pressure reductions (weaker
northeasterly winds) along with higher Atlantic Basin-wide sea level pressure
during a positive AMO phase.  This shows the importance of longer-term,
Atlantic basin-scale SST variations for alongshore winds and upwelling trends
at the site CBmeso.</p>
      <p id="d1e2341">Despite the indirect role of the atmosphere, the physical connection between
the Atlantic Meridional Overturning Circulation (AMOC) and the AMO is
typically described in terms of oceanic processes alone: since the AMOC
transports heat northward over the entire Atlantic, an increase in North Atlantic Deep Water (NADW)
formation should increase the strength of the AMOC, thus increasing oceanic
meridional heat transport convergence in the North Atlantic, resulting in a
basin-scale warming of SSTs (Knight et al., 2005). AMOC variability itself is
often attributed to changes in NADW formation due to anomalous Arctic
freshwater fluxes (Jungclaus et al., 2005) and/or atmospheric modes such as
the North Atlantic Oscillation (NAO; e.g., Buckley and Marshall, 2016). In
contrast, Clement et al. (2015) found that the pattern of AMO variability can
be reproduced in a model that does not include ocean circulation changes but
only the effects of changes in air temperature and winds.</p><?xmltex \hack{\newpage}?>
</sec>
<?pagebreak page1878?><sec id="Ch1.S3.SS2.SSS2">
  <label>3.2.2</label><?xmltex \opttitle{El Ni\~{n}o--Southern Oscillation (ENSO) and La~Ni\~{n}a}?><title>El Niño–Southern Oscillation (ENSO) and La Niña</title>
      <p id="d1e2354">ENSO is an irregularly periodic variation in winds and SST over the tropical
eastern Pacific Ocean that affects the climate of much of the tropics and
subtropics of other ocean basins via teleconnections. The warming phase is
known as El Niño and the cooling phase as La Niña. The Southern
Oscillation is the accompanying atmospheric component, coupled with the SST
variations.  ENSO-related teleconnections in the CC EBUE upwelling system have
been described by several authors (Behrenfeld et al., 2001; Pradhan
et al., 2006; Zeeberg et al., 2008) and can be illustrated by the negative
correlation of sea level pressure with eastern tropical Pacific SST.</p>
      <p id="d1e2357">The relationship between ENSO and other low-frequency forcings is still
uncertain. It has been hypothesized that AMO could influence ENSO on
multidecadal timescales (Dong et al., 2006); however, due to the
comparatively low record of observations, the relationship between ENSO and
other modes of multidecadal variability could just be random (e.g.,
Wittenberg, 2009; Stevenson et al., 2012). Levine et al. (2017) observed that
AMO modifies the thermocline in the tropical Pacific, which, in turn, affects
ENSO variance. Zhang et al. (2019) found that the negative ENSO–NAO
correlation in late boreal winter is significant only when ENSO and AMO are in
phase, while no significant ENSO-driven atmospheric anomalies are observed
over the North Atlantic when ENSO and the AMO are out of phase.  ENSO exhibits
a considerable degree of diversity in its pattern of SST anomalies, which also
complicates its connection with NAO. All these factors may increase the
uncertainty of the ENSO–NAO relationship (Zhang et al. (2019) and references
therein).</p>
</sec>
<sec id="Ch1.S3.SS2.SSS3">
  <label>3.2.3</label><title>North Atlantic Oscillation</title>
      <p id="d1e2368">The NAO characterizes the difference of atmospheric sea level pressure between the
Icelandic Low and the Azores High (Hurrell, 1995). These fluctuations control
the strength and direction of westerly winds and location of storm tracks
across the North Atlantic. A positive phase of the NAO is associated with
anomalous high pressure in the Azores High region and stronger northeasterly
winds along the NW African coast. Especially from November through April, the
NAO is responsible for much of the weather variability in the North Atlantic
region, affecting wind speed and wind direction changes, changes in
temperature and moisture distribution, and the intensity, number, and track of
storms.</p>
      <p id="d1e2371">As for ENSO, links between NAO and other low-frequency forcings remain
debatable. Yamamoto and Palter (2016) show that some relation exists between
NAO and AMO, with northerly winds associated with a positive state of AMO and
zonal winds to a negative state of AMO. Winter correlations show that NAO and
ENSO may have opposite effects on wind fields in the CC EBUEs and
consequently on upwelling, with potential implications for the magnitude of
deep-ocean mass fluxes (Fischer et al., 2016).</p>
</sec>
</sec>
</sec>
<sec id="Ch1.S4">
  <label>4</label><title>Results</title>
<sec id="Ch1.S4.SS1">
  <label>4.1</label><title>Total diatom fluxes</title>
      <p id="d1e2391">Marine diatoms are the main contributors to the siliceous fraction in samples
collected with the CBmeso traps between March 1988 and June
2009. Silicoflagellates and radiolarians are secondary components of the
siliceous fraction (data not shown here), with a minor contribution of
land-derived freshwater diatoms and phytoliths. In terms of number of
individuals, the total diatom flux was always 1 order to 4 orders of
magnitude higher than that of the other siliceous organisms.</p>
      <p id="d1e2394">The total diatom flux ranged from <inline-formula><mml:math id="M151" display="inline"><mml:mrow><mml:mn mathvariant="normal">2.7</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mn mathvariant="normal">3</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> to <inline-formula><mml:math id="M152" display="inline"><mml:mrow><mml:mn mathvariant="normal">3.3</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mn mathvariant="normal">6</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> valves per square meter per day (average <inline-formula><mml:math id="M153" display="inline"><mml:mrow><mml:mo>=</mml:mo><mml:mn mathvariant="normal">4.0</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mn mathvariant="normal">5</mml:mn></mml:msup><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mrow class="unit"><mml:mi mathvariant="normal">valves</mml:mi></mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">4.4</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mn mathvariant="normal">5</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>) and shows strong interannual
variability (Fig. 2, Table 2). The highest fluxes (<inline-formula><mml:math id="M154" display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">1.0</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mn mathvariant="normal">6</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> valves per square meter per day) occurred in 1988, late 1989, early
2002, 2003, late 2004, early 2005, early 2007, and early 2008. The lowest total
diatom flux was recorded between 1997 and 1999 (range <inline-formula><mml:math id="M155" display="inline"><mml:mrow><mml:mo>=</mml:mo><mml:mn mathvariant="normal">2.3</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mn mathvariant="normal">3</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>–<inline-formula><mml:math id="M156" display="inline"><mml:mrow><mml:mn mathvariant="normal">5.1</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mn mathvariant="normal">4</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F2" specific-use="star"><?xmltex \currentcnt{2}?><?xmltex \def\figurename{Figure}?><label>Figure 2</label><caption><p id="d1e2511">Total diatom flux (valves per square meter per day) and relative
contribution of diatom groups (relative contribution, %) for the interval
from March 1998 to June 2009 at the CBmeso site. Groups of diatoms are benthic
(light green), coastal planktonic (black), coastal upwelling (dark green),
and open ocean (orange). For the species-specific composition of each group,
see Sect. 4.2. and Table 2. For interpretation of the references to color in this
figure legend, the reader is referred to the web version of this article.</p></caption>
          <?xmltex \igopts{width=455.244094pt}?><graphic xlink:href="https://bg.copernicus.org/articles/18/1873/2021/bg-18-1873-2021-f02.png"/>

        </fig>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T2"><?xmltex \currentcnt{2}?><label>Table 2</label><caption><p id="d1e2524">Estimates of annual total diatom fluxes. Values were calculated for
those calendar years with at least 300 <inline-formula><mml:math id="M157" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">d</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">yr</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> of trap collection.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="4">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="left"/>
     <oasis:colspec colnum="3" colname="col3" align="center"/>
     <oasis:colspec colnum="4" colname="col4" align="right"/>
     <oasis:thead>
       <oasis:row>
         <oasis:entry colname="col1">Year</oasis:entry>
         <oasis:entry colname="col2">Interval</oasis:entry>
         <oasis:entry colname="col3">Number</oasis:entry>
         <oasis:entry colname="col4">Annual total</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3">of days</oasis:entry>
         <oasis:entry colname="col4">diatom flux</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3">(<inline-formula><mml:math id="M158" display="inline"><mml:mi>n</mml:mi></mml:math></inline-formula>)</oasis:entry>
         <oasis:entry colname="col4">(valves per square meter</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3"/>
         <oasis:entry colname="col4">per year)</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">1988</oasis:entry>
         <oasis:entry colname="col2">22 Mar–31 Dec</oasis:entry>
         <oasis:entry colname="col3">303</oasis:entry>
         <oasis:entry colname="col4">375 396 364</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">1989</oasis:entry>
         <oasis:entry colname="col2">1 Jan–31 Dec</oasis:entry>
         <oasis:entry colname="col3">365</oasis:entry>
         <oasis:entry colname="col4">213 264 682</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">1990</oasis:entry>
         <oasis:entry colname="col2">1 Jan–31 Dec</oasis:entry>
         <oasis:entry colname="col3">365</oasis:entry>
         <oasis:entry colname="col4">209 400 523</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">1991</oasis:entry>
         <oasis:entry colname="col2">1 Jan–31 Dec</oasis:entry>
         <oasis:entry colname="col3">365</oasis:entry>
         <oasis:entry colname="col4">137 419 778</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">1996</oasis:entry>
         <oasis:entry colname="col2">1 Jan–31 Dec</oasis:entry>
         <oasis:entry colname="col3">365</oasis:entry>
         <oasis:entry colname="col4">91 909 532</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">1997</oasis:entry>
         <oasis:entry colname="col2">1 Jan–28 Oct</oasis:entry>
         <oasis:entry colname="col3">300</oasis:entry>
         <oasis:entry colname="col4">26 149 573</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">2001</oasis:entry>
         <oasis:entry colname="col2">4 Mar–31 Dec</oasis:entry>
         <oasis:entry colname="col3">302</oasis:entry>
         <oasis:entry colname="col4">45 141 069</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">2002</oasis:entry>
         <oasis:entry colname="col2">23 Apr–31 Dec</oasis:entry>
         <oasis:entry colname="col3">252</oasis:entry>
         <oasis:entry colname="col4">55 852 514</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">2003</oasis:entry>
         <oasis:entry colname="col2">1 Jan–2 Nov</oasis:entry>
         <oasis:entry colname="col3">305</oasis:entry>
         <oasis:entry colname="col4">214 578 146</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">2005</oasis:entry>
         <oasis:entry colname="col2">1 Jan–31 Dec</oasis:entry>
         <oasis:entry colname="col3">365</oasis:entry>
         <oasis:entry colname="col4">260 635 121</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">2006</oasis:entry>
         <oasis:entry colname="col2">1 Jan–31 Dec</oasis:entry>
         <oasis:entry colname="col3">365</oasis:entry>
         <oasis:entry colname="col4">75 713 333</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">2007</oasis:entry>
         <oasis:entry colname="col2">1 Jan–31 Dec</oasis:entry>
         <oasis:entry colname="col3">365</oasis:entry>
         <oasis:entry colname="col4">108 216 786</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">2008</oasis:entry>
         <oasis:entry colname="col2">1 Jan–31 Dec</oasis:entry>
         <oasis:entry colname="col3">366</oasis:entry>
         <oasis:entry colname="col4">183 759 846</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p id="d1e2821">Maxima of total diatom flux are defined here as those values that are higher
than the total diatom flux average <inline-formula><mml:math id="M159" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula> standard deviation (SD) for the
entire study period. Fluxes in spring and summer show the highest number of
above-the-average values. Although the same number of total diatom flux maxima
is recorded in fall as in summer and spring (<inline-formula><mml:math id="M160" display="inline"><mml:mrow><mml:mi>n</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">17</mml:mn></mml:mrow></mml:math></inline-formula>), the absolute values of
fall maxima were<?pagebreak page1879?> predominantly lower than those of spring and summer. Winter
has the lowest number of total diatom flux maxima (<inline-formula><mml:math id="M161" display="inline"><mml:mrow><mml:mi>n</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">12</mml:mn></mml:mrow></mml:math></inline-formula>).</p>
      <p id="d1e2858">Estimates of annual diatom fluxes were calculated for calendar years with at
least 250 <inline-formula><mml:math id="M162" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">d</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">yr</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> of flux collections. Data are presented in Table 2. Values range between <inline-formula><mml:math id="M163" display="inline"><mml:mrow><mml:mn mathvariant="normal">3.8</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mn mathvariant="normal">8</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M164" display="inline"><mml:mrow><mml:mn mathvariant="normal">2.6</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mn mathvariant="normal">7</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> valves per square meter per year (<inline-formula><mml:math id="M165" display="inline"><mml:mrow><mml:mn mathvariant="normal">1</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mtext>SD</mml:mtext><mml:mo>=</mml:mo><mml:mn mathvariant="normal">1.0</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mn mathvariant="normal">8</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> valves per square meter per year; average <inline-formula><mml:math id="M166" display="inline"><mml:mrow><mml:mo>=</mml:mo><mml:mn mathvariant="normal">1.5</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mn mathvariant="normal">8</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> valves per square meter per year). Values above the average occurred in 1988–1990, 2003, 2005, and 2008. The lowest value was recorded in 1997 (Table 2).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F3" specific-use="star"><?xmltex \currentcnt{3}?><?xmltex \def\figurename{Figure}?><label>Figure 3</label><caption><p id="d1e2949"><bold>(a)</bold> Correspondence analysis (CA) of diatom groups found at the CBmeso
site between March 1988 and June 2009, coupled with <bold>(b)</bold> a hierarchical
clustering analysis of samples' score resulting from CA (see Sect. 2.3). Note that in <bold>(a)</bold> the red squares for each group represent the
centroid of dates and their placement within the corresponding group. The
corresponding group's name is written in red. <bold>(c)</bold> The time series of the
four diatom groups identified by both multivariate analyses (CA and
clustering) is also represented. Colors used for identifying each diatom
group are the same as in Fig. 2b. Euclidean distance and Ward's aggregation
link were used to perform the hierarchical dendrogram. For the
species-specific composition of each group, see Sect. 4.2. and Table 2. For
interpretation of the references to color in this figure legend, the reader
is referred to the web version of this article.</p></caption>
          <?xmltex \igopts{width=483.69685pt}?><graphic xlink:href="https://bg.copernicus.org/articles/18/1873/2021/bg-18-1873-2021-f03.png"/>

        </fig>

</sec>
<sec id="Ch1.S4.SS2">
  <label>4.2</label><title>Temporal variations in marine diatom populations</title>
      <p id="d1e2977">A total of 203 diatom species were identified in CBmeso samples between March
1988 and June 2009. To better understand the temporal variations in the
diverse community, we follow the same grouping approach as already applied in
the nearby trap site CBeu (Romero and Fischer, 2017; Romero et al., 2020). Out
of 203 taxa, 109 species (whose average relative contribution is <inline-formula><mml:math id="M167" display="inline"><mml:mrow><mml:mo>≥</mml:mo><mml:mn mathvariant="normal">0.50</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M168" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula> for the entire studied interval) were distributed in four
groups, according to the main ecological and/or habitat conditions they
represent: (1) benthic, (2) coastal upwelling, (3) coastal planktonic, and (4) open-ocean diatoms. Taxa assigned to each group are listed in Table 3 and described below.
<?xmltex \hack{\newpage}?>
<list list-type="order"><list-item>
      <p id="d1e3002">The benthic group is dominated by <italic>Delphineis surirella</italic>. As part of
the epipsammic community, <italic>D. surirella</italic> is a benthic marine species
that commonly thrives in the shallow euphotic zone of sandy shores and shelf and
uppermost-slope waters along temperate to cool seas, forming either short or
long chains of small valves (length <inline-formula><mml:math id="M169" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 5–15 <inline-formula><mml:math id="M170" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula>) (Andrews, 1981).</p></list-item><list-item>
      <p id="d1e3029">The coastal upwelling group is composed of several species of
<italic>Chaetoceros</italic> resting spores (RSs) and the vegetative cells of
<italic>Thalassionema nitzschioides</italic> var. <italic>nitzschioides</italic>. Both taxa
are common components of the coastal and hemipelagic upwelling assemblages in
EBUEs (Romero and Armand, 2010; Nave et al., 2001; Abrantes et al., 2002;
Romero et al., 2002). Vegetative cells of numerous <italic>Chaetoceros</italic>
species (mainly those assigned to the section <italic>Hyalochaete</italic>; Rines and
Hargraves, 1988) rapidly respond to the weakening of upwelling intensity and
nutrient depletion by forming endogenous resting spores; hence their high
numbers in trap samples are interpreted to represent the strongest upwelling
intensity (Romero and Armand, 2010; Nave et al., 2001; Abrantes et al., 2002;
Romero et al., 2002).</p></list-item><list-item>
      <p id="d1e3048">Coastal planktonic species mostly thrive in neritic to hemipelagic and
oligo- to mesotrophic waters with moderate levels of dissolved silica (DSi).
These species<?pagebreak page1880?> become more abundant during intervals of decreased mixing, when
upwelling weakens (Romero and Armand, 2010; Romero and Fischer, 2017; Romero
et al., 2009a, b, 2020; Crosta et al., 2012). The well-silicified species <italic>Actinocyclus curvatulus</italic>,
<italic>Cyclotella litoralis, Coscinodiscus radiatus</italic>, and <italic>Shionodiscus oestrupii</italic> var. <italic>venrickae</italic> are the main contributors at the CBmeso
site.</p></list-item><list-item>
      <p id="d1e3064">Open-ocean taxa thrive in pelagic, oligotrophic, and warm to temperate waters
with low siliceous productivity due to low DSi availability and weak mixing in
surface waters (Romero and Fischer, 2017; Nave et al., 2001; Romero et al.,
2005; Crosta et al., 2012). The term “low DSi” availability (<inline-formula><mml:math id="M171" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">5</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M172" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">mol</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">kg</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>) is used in comparison to the “high DSi”
availability in coastal waters of EBUEs, which is at least 4 to 10 times
higher than in open-ocean waters of the mid-latitude North Atlantic (Ragueneau
et al., 2000). The highly diverse group of open-ocen taxa are dominated by
several species of <italic>Azpeitia</italic>, together with <italic>Fragilariopsis doliolus</italic>, <italic>Nitzschia bicapitata</italic>, <italic>Nitzschia interruptestriata</italic>, <italic>Roperia tesselata</italic>, and <italic>Planktoniella sol</italic>.</p></list-item></list></p>
      <p id="d1e3115">The multivariate analyses performed on the relative abundance of diatom
populations (Fig. 3) confirm the strong interannual variability, with
significant shifts within the diatom community between 1988 and 2009. The
first CA component covers 65.47 <inline-formula><mml:math id="M173" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula> of the total variance and opposes
the samples dominated by benthic and coastal planktonic diatoms (Fig. 3a). The
second CA axis explains 19.16 <inline-formula><mml:math id="M174" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula> of the total variance and
discriminate coastal upwelling and open-ocean diatoms. The clustering analysis
allows the samples to be statistically grouped, and the complete time series
was segmented according to the four diatom communities' affiliation
(Fig. 3b).  These clusters show clear changes of diatom populations'
contribution throughout the time series (Fig. 3c) with the dominance of
open-ocean and costal upwelling populations between 1988 and 1996. Open-ocean
diatoms dominated from 1997 to 2001, while benthic taxa were main contributors
from 2002 to 2009.</p>

<?xmltex \floatpos{p}?><table-wrap id="Ch1.T3" specific-use="star"><?xmltex \currentcnt{3}?><label>Table 3</label><caption><p id="d1e3137">Species composition of the assemblage of diatoms at the site CBmeso
between March 1988 and June 2009.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="4">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="left"/>
     <oasis:colspec colnum="3" colname="col3" align="justify" colwidth="70mm"/>
     <oasis:colspec colnum="4" colname="col4" align="justify" colwidth="50mm"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2">Group</oasis:entry>
         <oasis:entry colname="col3">Species</oasis:entry>
         <oasis:entry colname="col4">Main References</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">1.</oasis:entry>
         <oasis:entry colname="col2">Benthic</oasis:entry>
         <oasis:entry colname="col3"><italic>Actinoptychus senarius</italic> <?xmltex \hack{\hfill\break}?> <italic>Actinoptychus vulgaris</italic> <?xmltex \hack{\hfill\break}?> <italic>Biddulphia alternans</italic><?xmltex \hack{\hfill\break}?> <italic>Cocconeis</italic> spp. <?xmltex \hack{\hfill\break}?> <italic>Delphineis surirella</italic> <?xmltex \hack{\hfill\break}?> <italic>Diploneis</italic> spp. <?xmltex \hack{\hfill\break}?> <italic>Gomphonema</italic> spp. <?xmltex \hack{\hfill\break}?> <italic>Odontella mobiliensis</italic> <?xmltex \hack{\hfill\break}?> <italic>Paralia sulcata</italic> <?xmltex \hack{\hfill\break}?> <italic>Psammodyction panduriformis</italic> <?xmltex \hack{\hfill\break}?> <italic>Rhaphoneris amphiceros</italic> <?xmltex \hack{\hfill\break}?> <italic>Tryblionella</italic> spp.</oasis:entry>
         <oasis:entry colname="col4">Andrews (1981), Round et al. (1990), Hasle and Syvertsen (1996)</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">2.</oasis:entry>
         <oasis:entry colname="col2">Coastal upwelling</oasis:entry>
         <oasis:entry colname="col3"><italic>Chaetoceros affinis</italic>  <?xmltex \hack{\hfill\break}?> <italic>Chaetoceros cinctus</italic>  <?xmltex \hack{\hfill\break}?> <italic>Chaetoceros compressus</italic> <?xmltex \hack{\hfill\break}?> <italic>Chaetoceros constrictus</italic>  <?xmltex \hack{\hfill\break}?> <italic>Chaetoceros coronatus</italic>  <?xmltex \hack{\hfill\break}?> <italic>Chaetoceros debilis</italic>  <?xmltex \hack{\hfill\break}?> <italic>Chaetoceros diadema</italic>  <?xmltex \hack{\hfill\break}?> <italic>Chaetoceros radicans</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassionema nitzschioides</italic> var. <italic>nitzschioides</italic></oasis:entry>
         <oasis:entry colname="col4">Hasle and Syvertsen (1996), Abrantes <?xmltex \hack{\mbox\bgroup}?>et al. (2002), Nave et al. (2001)<?xmltex \hack{\egroup}?>, Romero et al. (2002), Romero and <?xmltex \hack{\hfill\break}?>Armand (2010)</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">3.</oasis:entry>
         <oasis:entry colname="col2">Coastal planktonic</oasis:entry>
         <oasis:entry colname="col3"><italic>Actinocyclus curvatulus</italic> <?xmltex \hack{\hfill\break}?> <italic>Actinocyclus octonarius</italic> <?xmltex \hack{\hfill\break}?> <italic>Actinocyclus subtilis</italic> <?xmltex \hack{\hfill\break}?> <italic>Azpeitia barronii</italic> <?xmltex \hack{\hfill\break}?> <italic>Chaetoceros concavicornis</italic> (vegetative cell) <?xmltex \hack{\hfill\break}?> <italic>Coscinodiscus argus</italic>  <?xmltex \hack{\hfill\break}?> <italic>Coscinodiscus centralis</italic> <?xmltex \hack{\hfill\break}?> <italic>Coscinodiscus radiatus</italic> <?xmltex \hack{\hfill\break}?> <italic>Cyclotella litoralis</italic> <?xmltex \hack{\hfill\break}?> <italic>Proboscia alata</italic> <?xmltex \hack{\hfill\break}?> <italic>Shionodiscus oestrupii</italic> var. <italic>venrickae</italic> <?xmltex \hack{\hfill\break}?> <italic>Stellarima stellaris</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassionema pseudonitzschioides</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira binata</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira conferta</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira delicatula</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira dyporocyclus</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira elsayedii</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira poro-irregulata</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira rotula</italic></oasis:entry>
         <oasis:entry colname="col4">Romero and Armand (2010), Romero and Fischer (2017), Crosta et al. (2012), Romero et al. (2009, 2012, 2020)</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">4.</oasis:entry>
         <oasis:entry colname="col2">Open ocean</oasis:entry>
         <oasis:entry colname="col3"><italic>Alveus marinus</italic> <?xmltex \hack{\hfill\break}?> <italic>Aserolampra marylandica</italic> <?xmltex \hack{\hfill\break}?> <italic>Asteromphalus arachne</italic> <?xmltex \hack{\hfill\break}?> <italic>Asteromphalus cleveanus</italic> <?xmltex \hack{\hfill\break}?> <italic>Asteromphalus flabellatus</italic> <?xmltex \hack{\hfill\break}?> <italic>Asteromphalus heptactis</italic> <?xmltex \hack{\hfill\break}?> <italic>Asteromphalus sarcophagus</italic> <?xmltex \hack{\hfill\break}?> <italic>Azpeitia africana</italic> <?xmltex \hack{\hfill\break}?> <italic>Azpeitia neocrenulata</italic> <?xmltex \hack{\hfill\break}?> <italic>Azpeitia nodulifera</italic> <?xmltex \hack{\hfill\break}?> <italic>Azpeitia tabularis</italic> <?xmltex \hack{\hfill\break}?> <italic>Bacteriastrum elongatum</italic> <?xmltex \hack{\hfill\break}?> <italic>Bogorovia</italic> spp. <?xmltex \hack{\hfill\break}?> <italic>Coscinodiscus reniformis</italic></oasis:entry>
         <oasis:entry colname="col4"/>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T4" specific-use="star"><?xmltex \currentcnt{3}?><label>Table 3</label><caption><p id="d1e3523">Continued.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="4">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="left"/>
     <oasis:colspec colnum="3" colname="col3" align="justify" colwidth="70mm"/>
     <oasis:colspec colnum="4" colname="col4" align="justify" colwidth="50mm"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2">Group</oasis:entry>
         <oasis:entry colname="col3">Species</oasis:entry>
         <oasis:entry colname="col4">Main References</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">4.</oasis:entry>
         <oasis:entry colname="col2">Open ocean</oasis:entry>
         <oasis:entry colname="col3"><italic>Detonula pumila</italic> <?xmltex \hack{\hfill\break}?> <italic>Fragilariopsis doliolus</italic> <?xmltex \hack{\hfill\break}?> <italic>Guinardia cylindrus</italic> <?xmltex \hack{\hfill\break}?> <italic>Haslea</italic> spp. <?xmltex \hack{\hfill\break}?> <italic>Hemidiscus cuneiformis</italic> <?xmltex \hack{\hfill\break}?> <italic>Leptocylindrus mediterraneus</italic>  <?xmltex \hack{\hfill\break}?> <italic>Nitzschia aequatoriale</italic> <?xmltex \hack{\hfill\break}?> <italic>Nitzschia bicapitata</italic> <?xmltex \hack{\hfill\break}?> <italic>Nitzschia capuluspalae</italic> <?xmltex \hack{\hfill\break}?> <italic>Nitzschia interruptestriata</italic> <?xmltex \hack{\hfill\break}?> <italic>Nitzschia sicula</italic> <?xmltex \hack{\hfill\break}?> <italic>Nitzschia sicula</italic> var. <italic>rostrata</italic> <?xmltex \hack{\hfill\break}?> <italic>Planktoniella sol</italic> <?xmltex \hack{\hfill\break}?> <italic>Pseudo-nitzschia</italic> spp. <?xmltex \hack{\hfill\break}?> <italic>Pseudosolenia calcar-avis</italic> <?xmltex \hack{\hfill\break}?> <italic>Pseudotriceratium punctatum</italic> <?xmltex \hack{\hfill\break}?> <italic>Rhizosolenia acuminata</italic> <?xmltex \hack{\hfill\break}?> <italic>Rhizosolenia bergonii</italic> <?xmltex \hack{\hfill\break}?> <italic>Rhizosolenia imbricatae</italic> <?xmltex \hack{\hfill\break}?> <italic>Rhizosolenia robusta</italic> <?xmltex \hack{\hfill\break}?> <italic>Rhizosolenia setigera</italic> <?xmltex \hack{\hfill\break}?> <italic>Rhizosolenia styliformis</italic> <?xmltex \hack{\hfill\break}?> <italic>Roperia tessellata</italic> <?xmltex \hack{\hfill\break}?> <italic>Shionodiscus oestrupii</italic> var. <italic>oestrupii</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassionema bacillare</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassionema frauenfeldii</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassionema nitzschioides</italic> var. <italic>capitulata</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassionema nitzschioides</italic> var. <italic>inflata</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassionema nitzschioides</italic> var. <italic>lanceolata</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassionema nitzschioides</italic> var. <italic>parva</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira eccentrica</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira endoseriata</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira ferelineata</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira lentiginosa</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira leptopus</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira lineata</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira nanolineata</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira parthenia</italic>  <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira plicata</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira punctigera</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira sacketii</italic> var. <italic>sacketii</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira sacketii</italic> var. <italic>plana</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira subtilis</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiosira symmetrica</italic> <?xmltex \hack{\hfill\break}?> <italic>Thalassiothrix</italic> spp.</oasis:entry>
         <oasis:entry colname="col4">Romero and Armand (2010), Romero <?xmltex \hack{\hfill\break}?>and Fischer (2017), Romero <?xmltex \hack{\hfill\break}?>et al. (2005, 2020), Crosta et al. (2012)</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <?pagebreak page1882?><p id="d1e3840">A major shift in the relative contribution of the diatom groups is seen from
May 2002 onward. This shift occurred in two steps (Figs. 2b and 3c). The
percentage of benthic diatoms strongly increased between the middle of May and the middle of
June 2002 (increase from 12.5 % to 68.6 <inline-formula><mml:math id="M175" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula>; trap CBmeso13, samples 2 and 3, 12 May to 19 June 2002). Benthic diatom contribution
decreased below 40 <inline-formula><mml:math id="M176" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula> in early 2004. A second increase occurred in
winter 2006, with values being mostly above 50 <inline-formula><mml:math id="M177" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula> almost throughout
until the end of the trap experiment in June 2009 (Fig. 2b). The dominance of
benthic diatoms at CBmeso also prevails after 2009 (Romero, unpubl. data). The
marked increase in variability of the benthic relative contribution is clearly
evidenced by the highest variability among all diatom groups (1 SD of each
group for the whole study interval is (1) benthic <inline-formula><mml:math id="M178" display="inline"><mml:mrow><mml:mo>=</mml:mo><mml:mo>±</mml:mo><mml:mn mathvariant="normal">23.68</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M179" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula>, (2) coastal upwelling <inline-formula><mml:math id="M180" display="inline"><mml:mrow><mml:mo>=</mml:mo><mml:mo>±</mml:mo><mml:mn mathvariant="normal">10.46</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M181" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula>, (3)
coastal planktonic <inline-formula><mml:math id="M182" display="inline"><mml:mrow><mml:mo>=</mml:mo><mml:mo>±</mml:mo><mml:mn mathvariant="normal">11.88</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mrow class="unit"><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:mrow></mml:math></inline-formula>, and (4) open ocean <inline-formula><mml:math id="M183" display="inline"><mml:mrow><mml:mo>=</mml:mo><mml:mo>±</mml:mo><mml:mn mathvariant="normal">16.00</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M184" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula>).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F4" specific-use="star"><?xmltex \currentcnt{4}?><?xmltex \def\figurename{Figure}?><label>Figure 4</label><caption><p id="d1e3946">Comparison of clusters extracted from multivariate analysis according to total diatom flux, AMO, and Shannon diversity measured.</p></caption>
          <?xmltex \igopts{width=497.923228pt}?><graphic xlink:href="https://bg.copernicus.org/articles/18/1873/2021/bg-18-1873-2021-f04.png"/>

        </fig>

      <?xmltex \floatpos{p}?><fig id="Ch1.F5"><?xmltex \currentcnt{5}?><?xmltex \def\figurename{Figure}?><label>Figure 5</label><caption><p id="d1e3957">Correlogram representing Spearman's correlation rank between CA
axes (i.e., Dim.1, Dim.2, Dim.3), environmental variables, and climatic and
diversity indexes. Color scale and circle size indicate the strengths of the
correlation. Squares without an “X” indicate significant relationships
(<inline-formula><mml:math id="M185" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula> value <inline-formula><mml:math id="M186" display="inline"><mml:mo>&lt;</mml:mo></mml:math></inline-formula> 0.05). For interpretation of the references to color in
this figure legend, the reader is referred to the web version of this
article.</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://bg.copernicus.org/articles/18/1873/2021/bg-18-1873-2021-f05.png"/>

        </fig>

      <?pagebreak page1883?><p id="d1e3980">The impact of the environmental variables on diatom communities was
investigated by comparing the sample clustering and the values of low-frequency forcings (Fig. 4). AMO, the Shannon diversity index, and total diatom
flux show significant differences between groups (Kruskal–Wallis test;
<inline-formula><mml:math id="M187" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula> value <inline-formula><mml:math id="M188" display="inline"><mml:mo>&lt;</mml:mo></mml:math></inline-formula> 0.05), whereas no statistical differences have been observed
for the NAO, ENSO, and Pacific Decadal Oscillation indices. Only benthic
diatoms (group 4) show higher AMO values compared to the three other groups
(pairwise Wilcoxon rank sum test; <inline-formula><mml:math id="M189" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula> value <inline-formula><mml:math id="M190" display="inline"><mml:mo>&lt;</mml:mo></mml:math></inline-formula> 0.05). In addition, a
gradient in the Shannon diversity index of the diatom populations (Fig. 4c) is
observed with predominantly low values (1.7–2.5) corresponding to benthic
(group 4), intermediate values (2.7–3) for coastal planktonic
(group 3), and high values (3.1–3.45) in samples dominated by coastal
upwelling and open-ocean populations (groups 2 and 1) (pairwise Wilcoxon
rank sum test; <inline-formula><mml:math id="M191" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula> value <inline-formula><mml:math id="M192" display="inline"><mml:mo>&lt;</mml:mo></mml:math></inline-formula> 0.05). The statistical analysis also shows
that, during intervals dominated by coastal upwelling populations, the total
diatom flux was higher compared to values when other diatom groups dominated
the community. The correlogram performed between CA axes and the low-frequency
climate indices also confirms these trends (Fig. 5). A significant positive
and negative correlation was found between the first CA axis sample scores and AMO and Shannon diversity index (Fig. 3). Given that the
first CA is positively driven by the benthic group, this confirms the
outstanding dominance of the benthic diatom <italic>D. surirella</italic> after May
2002, which also appears to be linked to the strengthening of AMO. In the same
way, the fact that the second CA axis is positively correlated with total diatom flux
confirms that coastal upwelling diatoms deliver a large number of diatom
valves.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F6" specific-use="star"><?xmltex \currentcnt{6}?><?xmltex \def\figurename{Figure}?><label>Figure 6</label><caption><p id="d1e4032">Time series of ratio benthic : all groups (olive bars, <bold>a</bold>) at the site
CBmeso and the Atlantic Multidecadal Oscillation (AMO, <bold>b</bold>) between March 1988
and May 2009. The fill in <bold>(b)</bold> represents the colder phase (blue) and the
warmer phase (yellow) of AMO. Inverted arrows in the lower panel below the
benthic : all group bars represent the abrupt increase in relative
contribution of benthic diatoms, first seen at CBmeso in early winter 2002
and in winter 2006 at CBmeso and at CBeu (Romero and Fischer, 2017; Romero
et al., 2020). Shadings in the background: light orange, El
Niño–Southern Oscillation (ENSO); grey, La Niña (LN). For
interpretation of the references to color in this figure legend, the reader
is referred to the web version of this article.</p></caption>
          <?xmltex \igopts{width=426.791339pt}?><graphic xlink:href="https://bg.copernicus.org/articles/18/1873/2021/bg-18-1873-2021-f06.png"/>

        </fig>

</sec>
</sec>
<sec id="Ch1.S5">
  <label>5</label><title>Discussion</title>
      <p id="d1e4060">The long-term diatom record at the site CBmeso offers the possibility of
discussing population dynamics in the context of the high-frequency
atmospheric and hydrographic dynamics along the CC EBUE and the low-frequency
climate variability in the North Atlantic. In Sect. 5.1, we discuss the impact of
climate forcing on the long-term trends of the diatom community and the total
diatom flux and the two-step shift<?pagebreak page1884?> in the species-specific composition of
diatom populations. In the second subsection (Sect. 5.2), we compare the CBmeso
data with those previously published at the eutrophic site CBeu (Romero and
Fischer, 2017; Romero et al., 2020) and discuss (i) the effect of the giant
chlorophyll filament and (ii) the impact of lateral advection from the shallow coastal area off Mauritania upon the hemi- and pelagic realms along the NE Atlantic Ocean.</p>
      <p id="d1e4063">Based on outstanding shifts in the species-specific composition of the diatom
assemblage that occurred throughout the study (Figs. 2b and 3), we propose three
main intervals in the multiyear evolution of populations and discuss them in
view of major environmental forcings: (i) early 1988–late 1996 (gradually
decreasing trend of coastal upwelling diatoms), (ii) 1997–1999 (highest
contribution of diatoms typical of low- to moderate-productivity waters), and
(iii) 2002–the middle of 2009 (major shift in the species-specific composition:
extraordinary increase in and dominance of benthic diatoms).</p>
<sec id="Ch1.S5.SS1">
  <label>5.1</label><title>The impact of low-frequency forcing on the variability of diatom
populations off Mauritania</title>
<sec id="Ch1.S5.SS1.SSS1">
  <label>5.1.1</label><title>AMO and the two-step increase in benthic diatoms' contribution</title>
      <p id="d1e4080">Based on the long-term trends of our data and their statistical analysis
(Figs. 2–5), we propose that the three intervals reflect the response of the
diatom populations to the impact of low-frequency environmental forcing. As
described above in Sect. 4.2, the benthic diatom community appears positively
correlated with AMO (Fig. 6). Among low-frequency forcings affecting the
subtropical North Atlantic (see above Sect. 3.2), the AMO plays a key role in
determining decadal variations in SST and meridional circulation (e.g., Wang
and Zhang, 2013; Knight et al., 2005; McCarthy et al., 2015). It is widely
accepted that AMO is largely induced by AMOC variations and the associated
fluctuations of heat transport (Knight et al., 2005; Medhaug and Furevik,
2011; Wang and Zhang, 2013; McCarthy et al., 2015; details in Sect. 3.2.1). Using
observational data and model experiments, Wang and Zhang (2013) concluded that
the cooling of the subtropical North Atlantic (where the CBmeso is deployed)
is largely due to the meridional advection by the anomalous northward
current. The anomalous cooling appears below 100 <inline-formula><mml:math id="M193" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> and extends down to
ca. 1500 <inline-formula><mml:math id="M194" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> water depth, with a maximum cooling around 200 <inline-formula><mml:math id="M195" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula>
between 8 and 20<inline-formula><mml:math id="M196" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N. During the cold phase of the AMO, the anomalous
southward meridional current is responsible for the subsurface ocean warming
(Wang and Zhang, 2013).</p>
      <p id="d1e4116">An additional effect of the AMO impact is the significant long-term weakening
(strengthening) of the gyre during warm (cold) phase of AMO. This weakening
contributes to the anomalous northward MC in subsurface waters
(ca. 100–200 <inline-formula><mml:math id="M197" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula>), while its strengthening causes an anomalous
southward current. The decreasing contribution of upwelling diatoms between
1988 and 1996 (Figs. 2b and 3c) matches the transition from a predominantly
cool into a warm AMO phase during the late 1990s (Fig. 6; Wang and Zhang,
2013, and references therein). The simultaneous increase in the contribution
of open-ocean diatoms is additional evidence for decreased diatom productivity
(Fig. 2) and the predominant occurrence of oligo-mesotrophic waters bathing
the CBmeso site towards the earliest 1990s, with the stronger input of the
silica-depleted NACW (see Sect. 3.1).</p>
      <p id="d1e4127">In addition to AMO forcing, the possible impact of NAO on the seasonal
dynamics of the biogenic silica (opal) fluxes and eolian input off
Mauritania has been previously discussed in Fischer et al. (2016). They
observed that winter<?pagebreak page1885?> biogenic silica fluxes had an increasing trend with an
increasing NAO index (Fischer et al., 2016). However, our statistical approach
(clustering and the Kruskal–Wallis tests) does not show any clear
relationship between each individual diatom group and the NAO index.
Nevertheless, the correlogram (Fig. 5) shows that the samples' scores of first
CA axis (Dim. 1, which discriminates the benthic diatoms from the other diatom
groups) seem to be impacted by the NAO, but with a low percentage of variance
explained (low <inline-formula><mml:math id="M198" 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>) compared to AMO.  Interestingly, the correlogram
also showed a reverse correlation between AMO and NAO (Fig. 5). These results
match previous observations and modeling experiments and support the fact
that the linkage between AMO and NAO is still debatable. An indication of some
relation between NAO and AMO, with northerly winds associated with a positive
AMO and zonal winds with a negative state of AMO, has been proposed (Yamamoto
and Palmer, 2016). At this stage, we conclude that AMO seems to impact
stronger on the multiyear pattern of variability of diatom communities off
Mauritania than NAO and confirm a potential link between both climatic
indexes.</p>
      <p id="d1e4141">An extraordinary feature of the multiyear dynamics of diatom populations at
the CBmeso site is the sharp shift in the species contribution between May and June 2002 (Fig. 2b). The species shift leading to larger contribution of
benthic diatoms follows a two-step increase pattern: the first abrupt increase is observed in late May–early June 2002. The second increase occurs in winter 2006, with values mostly above 50 <inline-formula><mml:math id="M199" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula> almost until the end of the trap experiment (June 2009, Fig. 6). The dominance of benthic taxa also prevails throughout until recently recovered traps at the site
CBmeso (Oscar E. Romero, unpublished data). As already observed in previous studies at the neritic site CBeu (Romero and Fischer, 2017; Romero et al., 2020; see further discussion in Sect. 5.2), the diatom <italic>D. surirella</italic> also dominates the benthic community at the site CBmeso. This small diatom
(length <inline-formula><mml:math id="M200" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 5–15 <inline-formula><mml:math id="M201" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula>) occurs predominantly attached to sand
grains in shallow marine habitats within the euphotic zone and is an occasional component of the thycoplanktonic community (Andrews, 1981). <italic>Delphineis surirella</italic> originally thrives in shallow waters (above 50 <inline-formula><mml:math id="M202" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> depth), overlying the wide Mauritanian upper shelf, and its valves are suspended and transported downslope until reaching the traps at the deep mesotrophic CBmeso site.</p>
      <p id="d1e4185">The intensification of the transport of AMOC intermediate waters during the
warm phase of the AMO (Wang and Zhang, 2013) might have also contributed to
the strengthening of lateral transport from subsurface shelf waters in the
Mauritanian offshore region. Earlier time-series studies at the CBmeso site
(Fischer et al., 2009, 2016) and observation-based model experiments conducted
along the Mauritanian upwelling (Helmke et al., 2005; Karakaş et al.,
2006; Nowald et al., 2015) already discussed the role of intermediate and deep
nepheloid layers in the lateral transport of particles and microorganisms
remains upon the pelagic realm. Based on the vigorous mixing in the uppermost
water column due to the confluence of northward and southward water masses and
strong, predominantly westward winds off Mauritania (Fig. 1; see Sect. 3.1),
the offshore transport from shallow into deeper waters is most intense between
20.5 and 23.5<inline-formula><mml:math id="M203" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N along the northwestern African margin. Erosional
processes in the very dynamic coastal realm significantly contribute to the
downward transport of particulates and microorganism remains (Meunier et al.,
2012) and are responsible for sporadic particle clouds advected up to several
hundreds of kilometers offshore within intermediate and bottom near-nepheloid
layers (Fischer and Karakaş, 2009; Fischer et al., 2009; Nowald et al.,
2015).  This nepheloid-layer-mediated transport additionally benefits from the
bathymetry of the Mauritanian shelf and slope (Nowald et al., 2015). The
subsurface layer (100 to 300 <inline-formula><mml:math id="M204" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> water depth), in turn strongly affected
by the AMOC intensification due to AMO impact (Wang and Zhang, 2013), might be
the place of mixing processes of laterally advected materials from the shelf
(where benthic diatoms predominantly thrive) by the activity of the giant
chlorophyll filament, with relatively fresh material derived from the open-ocean surface (as represented by the other three diatom groups; Fig. 2). As
the nepheloid-layer-mediated transport contributes more intensively to the
deposition of diatom remains upon the lower slope and beyond than direct
vertical settling from the euphotic layer does after 2001, the area of final
burial of diatom valves is effectively displaced from their production
environment in surface waters overlying the CBmeso site into their area of
final deposition in deep-sea sediments below 4000 <inline-formula><mml:math id="M205" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> water depth.</p>
</sec>
<sec id="Ch1.S5.SS1.SSS2">
  <label>5.1.2</label><title>The occurrence of the strong 1997 ENSO and the response of the
diatom community off Mauritania</title>
      <p id="d1e4221">CB8 and CB9, the traps temporally corresponding to the 1997–1999 ENSO and La
Niña, were deployed at different depths (Table 1; see also above
Sect. 2.1).  Although this depth difference might have impacted on the total
diatom flux (stronger dissolution in deeper waters, Romero and Armand, 2010;
larger catchment area of lower traps, Fischer et al., 2016), the total diatom
flux is low in both traps and hardly shows any dramatic increase or decrease
with depth (CB9, Fig. 2a). Additionally, the species-specific composition of
the diatom community shows a significant match between traps CB8 and CB9
(Fig. 2b). The dominance of open-ocean and coastal planktonic diatoms – common
in waters of moderate- to low-nutrient conditions – matches well with the occurrence
of low total diatom flux. This evidences that no significant difference in the
record of diatom fluxes between the upper and lower traps occurred despite
different depth deployments.</p>
      <?pagebreak page1886?><p id="d1e4224">The long-term trends mainly determined by the low-frequency AMO (see
Sect. 5.1.1) were altered in the second half of the 1990s by the impact of the
strong 1997 ENSO (McPhaden, 1999).  We postulate that both low coastal
upwelling diatom values (<inline-formula><mml:math id="M206" display="inline"><mml:mrow><mml:mo>≤</mml:mo><mml:mn mathvariant="normal">4</mml:mn></mml:mrow></mml:math></inline-formula> %) and total diatom flux between February
1997 and November 1999 (Fig. 2) are the response of the diatom community off
Mauritania to the impact of ENSO upon the low-latitude NE Atlantic. The
dominance of taxa predominantly related to waters of low to moderate
productivity (1997: highest contribution of open-ocean diatoms and lowest of
coastal upwelling diatoms; 1998–1999: highest contribution of coastal
planktonic and open-ocean diatoms, typical of oligo-mesotrophic waters)
evidences considerable changes in the physical setting of the Mauritanian
upwelling. Since the interval 1996–1999 records the lowest total diatom flux
for the entire study (Fig. 2a, Table 2), we argue that ENSO negatively
impacted on diatom productivity off Mauritania.</p>
      <p id="d1e4237">A positive ENSO goes along with the weakening of E–NE winds off Mauritania
(Pradhan et al., 2006; Fischer et al., 2016). Weakened E–NE trades lead to the
deepening of the thermocline below the depth of the source of upwelled water,
thus hindering the mixing of the water column and causing upwelling intensity
off Mauritania to decrease until early 1998 (Pradhan et al.,
2006). Additionally, the size of the Mauritanian chlorophyll filament
decreased between winter 1997 and spring 1998, while becoming unusually large
from autumn 1998 to spring 1999 (Fischer et al., 2009). Complementary support
of this ENSO-mediated impact on surface water productivity off Mauritania is
provided by variations in bulk biogenic fluxes at the CBmeso site. The almost
2.5 times higher organic carbon flux during 1998–1999 than in 1997 (Helmke
et al., 2005) led to the proposal that, after weakening of wind intensity due to the
impact of ENSO on the physical setting, upwelling intensified immediately
afterward during La Niña (Fischer et al., 2016). Similarly, the seasonal
cycle of surface chl <inline-formula><mml:math id="M207" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula> distribution in waters above the CBmeso site reveals
a noticeable event (<inline-formula><mml:math id="M208" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">250</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M209" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula> increase) in Mauritanian coastal
waters (Pradhan et al., 2006).</p>
      <p id="d1e4265">ENSO has a significant global impact on the dynamics of primary producers via
teleconnections (McPhaden, 1999; Levine et al., 2017). Aperiodic, pronounced
decreases in the total diatom flux matching the occurrence of strong ENSOs in
other ocean basins have been previously associated with limiting nutrient
levels due to ENSO-derived perturbations. The diatom production in hemipelagic
waters in the Chilean EBUE decreased extraordinarily during the strong 1997
ENSO compared to earlier years (Romero et al., 2001). Similar negative impacts
linked to ENSO teleconnections have been proposed for other ocean areas,
including the southern Californian EBUE (Lange et al., 2000), the Cariaco
Basin (Romero et al., 2009b), the western Mediterranean Sea (Bárcena
et al., 2004; Rigual-Hernández et al., 2013), and the subarctic Pacific
Ocean (Takahashi, 1987).</p>
</sec>
</sec>
<sec id="Ch1.S5.SS2">
  <label>5.2</label><title>Comparison of diatom fluxes and population dynamics within the
giant Mauritanian chlorophyll filament (CBmeso vs. CBeu)</title>
      <p id="d1e4277">In this subsection, we compare the total diatom flux and the assemblage
composition at the site CBmeso with previous results from the nearby trap site
CBeu gained between 2003 and 2009 (Romero and Fischer, 2017; Romero et al.,
2020). The CBeu site locates ca. 80 nautical miles (<inline-formula><mml:math id="M210" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">150</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M211" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">km</mml:mi></mml:mrow></mml:math></inline-formula>)
offshore at the continental slope below the giant Mauritanian chlorophyll
filament and hence between the coastline and the outer CBmeso site
(Fig. 1). These two trap locations are under different nutrient availability
and upwelling intensity (Romero and Fischer, 2017; Fischer et al., 2016,
2019).</p>

      <?xmltex \floatpos{p}?><fig id="Ch1.F7"><?xmltex \currentcnt{7}?><?xmltex \def\figurename{Figure}?><label>Figure 7</label><caption><p id="d1e4300">Comparison of seasonal values of <bold>(a)</bold> total diatom flux (valves per square meter per day) and <bold>(b–e)</bold> the relative contribution of diatom groups
(%) at the sites CBmeso and CBeu (see Sect. 2.1 for trap locations). Darker colors
represent flux and relative percentage at CBmeso, while lighter colors show those of
CBeu. Note that the right <inline-formula><mml:math id="M212" display="inline"><mml:mi>y</mml:mi></mml:math></inline-formula> axis for <bold>(a)</bold> total diatom flux corresponds to
CBeu, and the left-hand <inline-formula><mml:math id="M213" display="inline"><mml:mi>y</mml:mi></mml:math></inline-formula> axis corresponds to the CBmeso site. For the species-specific
composition of each group at CBmeso, see Sect. 4.2. and Table 2. The
species-specific composition of groups at CBeu was originally published in
Romero and Fischer (2017). Colors used for identifying each diatom group
are the same as in Fig. 2b. For interpretation of the references to color in
this figure legend, the reader is referred to the web version of this
article.</p></caption>
          <?xmltex \igopts{width=207.705118pt}?><graphic xlink:href="https://bg.copernicus.org/articles/18/1873/2021/bg-18-1873-2021-f07.png"/>

        </fig>

      <p id="d1e4332">The less favorable conditions for diatom productivity in waters overlying the site
CBmeso (Fig. 1b–d) are evidenced by lower total diatom flux than at the site
CBeu. In the seasonal pattern, the total diatom flux at the site CBmeso is always
2 orders of magnitude lower than values obtained at the site CBeu
(Fig. 7a). This also happens during fall, when the highest average seasonal
flux is recorded at CBmeso (<inline-formula><mml:math id="M214" display="inline"><mml:mrow><mml:mn mathvariant="normal">5.6</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mn mathvariant="normal">5</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> valves per square meter per day
vs. <inline-formula><mml:math id="M215" display="inline"><mml:mrow><mml:mn mathvariant="normal">3.3</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mn mathvariant="normal">6</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> valves per square meter per day). We hypothesize that these
flux differences reflect (i) the more intense upwelling in waters overlying
the Mauritanian slope (Mittelstaedt, 1983, 1991; Cropper et al., 2014), (ii)
the weakening of the offshore transport via the chlorophyll filament
(Fig. 1b), (iii) the seaward decreasing concentration of nutrients within the
filament (Lathuilière et al., 2008; Meunier et al., 2012), and (iv) the
offshore weakening of the lateral transport (Karakaş et al., 2006; Nowald
et al., 2015). According to satellite imagery (Van Camp et al., 1991; Gabric
et al., 1993; Fischer et al., 2016; Fig. 1b–d), the CBmeso mooring locates
only occasionally beneath the giant chlorophyll filament. In general, the
larger DSi availability (approximately 10 vs. 5 <inline-formula><mml:math id="M216" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">M</mml:mi></mml:mrow></mml:math></inline-formula>) and the higher
Si : N ratios of the source waters (SACW vs. NACW <inline-formula><mml:math id="M217" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0.6 vs. 0.3;
Arístegui et al., 2009) in coastal water bathing site CBeu are reflected
in ca. 3-fold-higher biogenic silica fluxes at the coastal CBeu – whose
particle downward transport is additionally affected by strong ballasting due
to higher lithogenic input from the nearby western African continent –
compared to the offshore CBmeso site (Fischer et al., 2019).</p>
      <p id="d1e4383">Complementary support of the scenario of lower (higher) productivity levels at
CBmeso (CBeu) is provided by the species-specific composition of the
assemblage: relative contribution of groups related with oligo-mesotrophic
waters is higher at CBmeso than at CBeu (coastal planktonic and open ocean,
Fig. 7d and e), while the opposite is true for diatoms typical of eutrophic
waters (Fig. 7c). Despite the difference in the relative contribution, the
species-specific composition of diatom groups is remarkably similar at both
sites. All the main taxa of diatom groups at the site CBmeso (Table 3; see also
Sect. 4.2) are also found in CBeu samples (see Table 2 in Romero and Fischer,
2017). Both trap sites are linked via<?pagebreak page1887?> lateral advection through near-surface,
intermediate, and deeper nepheloid layers (Fischer et al., 2016).</p>
      <p id="d1e4386">In their earlier study, Romero and Fischer (2017) observed that the shift in
the species composition at the site CBeu toward a benthic-dominated assemblage
occurred in early winter 2006. Since benthic diatoms in the deeper CBmeso
traps are transported via nepheloid layers from shallow coastal waters (see
Sect. 5.1.1), the high percentage of benthic species at the CBmeso site
(Fig. 7b) evidences the impact of particulates derived from the Mauritanian
inner shallow shelf (Romero and Fischer, 2017; Fischer et al., 2009, 2016,
2019; Romero et al., 2020). The simultaneous occurrence of the second increase
in benthic diatoms at CBmeso and the increase at the neritic site CBeu
(Fig. 7) is a striking feature of the population shift over a large part of
the Mauritanian upwelling system. Phytoplankton thriving in Mauritanian
surface waters can be transported as far as 400 <inline-formula><mml:math id="M218" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">km</mml:mi></mml:mrow></mml:math></inline-formula> offshore from
coastal waters (Gabric et al., 1993; Helmke et al., 2005; Barton et al.,
2013). The transport of particulates and microorganism remains from their
source in shallow coastal waters into the hemipelagic realm probably occurs
within weeks (Karakaş et al., 2006, 2009). The MC might have helped in
detaching benthic diatoms from their substrata (Romero and Fischer, 2017) and
in transporting them northwestward into the hemipelagic realm (where the
CBmeso traps of this study were deployed). These observations offer additional
evidence of the impact of AMO via the strengthening of the meridional
advection, the major nutrient input via the MC, and the nepheloid-layer-mediated transport into the deeper Mauritanian waters.</p>
</sec>
</sec>
<sec id="Ch1.S6" sec-type="conclusions">
  <label>6</label><title>Conclusions</title>
      <p id="d1e4406">This multiyear study of diatom populations' dynamics offers an overall picture
of the long-term evolution of diatom-based productivity and fluxes and the
response of the community to the interaction of high- and low-frequency
hydrographic and atmospheric forcing in the mid-latitude northeastern Atlantic
Ocean. A unique, persistent trend in the long-term evolution of the total
diatom flux, either decreasing or increasing, is not recognized in our
ca. 20-year record.</p>
      <p id="d1e4409">The statistical analysis supports the proposed scenario of AMO as an important
driver of diatom populations' dynamics off Mauritania. The occurrence of cold
(1988–1996) and warm AMO phases (2001–2009) is reflected by a major shift in
species-specific composition. This overall trend is interrupted by the impact
of the strong 1997 ENSO. Changes in the physical setting following the 1997 ENSO
(weakening of E–NE trade winds, thermocline deepening, weakened water column
mixing) negatively affected diatom production off Mauritania. Less evident is
a possible impact of NAO.</p>
      <p id="d1e4412">Our CBmeso trap results allow corroboration that the abrupt shift in the assemblage composition occurred earlier off Mauritania (starting May 2002) than previously<?pagebreak page1888?> demonstrated (Romero and Fischer, 2017; Romero et al., 2020) and followed two steps. The two-step increase in benthic diatoms' contribution at the CBmeso site suggests that the intensification of the slope and shelf poleward undercurrents into the hemipelagic environment appears linked to the warm phase of AMO and the associated AMOC changes.</p>
      <p id="d1e4415">Diatom remains sink not only vertically off Mauritania, but they are also
laterally advected from the shelf to the deeper waters via the nepheloid-layer-mediated transport. Transported valves (siliceous remains) from shallow
coastal into deeper waters beyond the slope should be considered for the
calculation and model experiments of nutrient budgets (especially Si) and
the paleoenvironmental signal preserved in downcore sediments.</p>
      <p id="d1e4419">Understanding the degree of interannual to decadal variability in the
Mauritania upwelling system is key for the prediction of future changes of
primary productivity along the NW African margin as well in other
economically important EBUEs. Our 1988–2009 data set might be instrumental in
distinguishing between climate-forced and intrinsic variability of populations
of primary producers (e.g., diatoms) and is especially important for
establishing the scientific basis for forecasting and modeling future states
of this ecosystem and its decadal changes.</p>
</sec>

      
      </body>
    <back><notes notes-type="dataavailability"><title>Data availability</title>

      <p id="d1e4426">Data are available at <ext-link xlink:href="https://doi.org/10.1594/PANGAEA.922784" ext-link-type="DOI">10.1594/PANGAEA.922784</ext-link> (Romero, 2020).</p>
  </notes><notes notes-type="authorcontribution"><title>Author contributions</title>

      <p id="d1e4435">OER and GF devised the study. OER collected the data and wrote the manuscript. SR performed the statistical analysis. All authors contributed to interpretation and discussion of results.</p>
  </notes><notes notes-type="competinginterests"><title>Competing interests</title>

      <p id="d1e4441">The authors declare that they have no conflict of interest.</p>
  </notes><ack><title>Acknowledgements</title><p id="d1e4447">We are greatly indebted to the captains and crews of the RVs <italic>Meteor</italic>, <italic>Maria S. Merian</italic>, <italic>Polarstern</italic>, and <italic>Poseidon</italic> for several research expeditions off Mauritania. Much appreciated is the help of the RV <italic>Poseidon</italic> headquarters at Geomar (Klas Lackschewitz, Kiel, Germany) during the planning phases of these research expeditions and the support from the German, Moroccan, and Mauritanian authorities. The Institut Mauretanien de Recherches Océanographiques et des Pêches at Nouadhibou (Mauritania) is acknowledged for its support and help in getting the necessary permissions to perform our multiyear trap experiments in Mauritanian coastal waters. Götz Ruhland, Nico Nowald, and Marco Klann (MARUM, Bremen) were responsible for the mooring deployments and home lab work. The long-term funding by the German Research Foundation (DFG) through SFB 261, the Research Center Ocean Margins (RCOM), and the current MARUM Excellence Cluster “The Ocean in the Earth System” (University of Bremen, Bremen, Germany) made this study possible. Reviews and suggestions by Andres Rigual-Hernandez and the anonymous referee and <italic>BG</italic> associate editor Ny Riavo G. Voarintsoa greatly improved this paper and are thankfully acknowledged.</p></ack><notes notes-type="financialsupport"><title>Financial support</title>

      <p id="d1e4471">The article processing charges for this open-access publication were covered by the University of Bremen.</p>
  </notes><notes notes-type="reviewstatement"><title>Review statement</title>

      <p id="d1e4477">This paper was edited by Ny Riavo G. Voarintsoa and reviewed by Andres Rigual-Hernandez and one anonymous referee.</p>
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<abstract-html><p>Eastern boundary upwelling ecosystems (EBUEs)  are among the most productive marine regions in the world's oceans. Understanding the degree of interannual to decadal variability in the Mauritania upwelling system is crucial for the prediction of future changes of primary productivity and carbon sequestration in the Canary Current EBUE as well as in similar environments. A multiyear sediment trap experiment was conducted at the mooring site CBmeso (<q>Cape Blanc mesotrophic</q>, ca. 20°&thinsp;N, ca. 20°40′&thinsp;W) in the highly productive coastal waters off Mauritania. Here, we present results on fluxes of diatoms and the species-specific composition of the assemblage for the time interval between March 1988 and June 2009. The temporal dynamics of diatom populations allows the proposal of three main intervals: (i) early 1988–late 1996, (ii) 1997–1999, and (iii) early 2002–mid 2009. The Atlantic Multidecadal Oscillation (AMO) appears to be an important driver of the long-term dynamics of diatom population. The long-term AMO-driven trend is interrupted by the occurrence of the strong 1997 El Niño–Southern Oscillation (ENSO). The extraordinary shift in the relative abundance of benthic diatoms in May 2002 suggests the strengthening of offshore advective transport within the uppermost layer of filament waters and in the subsurface and in deeper and bottom-near layers. It is hypothesized that the dominance of benthic diatoms was the response of the diatom community to the intensification of the slope and shelf poleward undercurrents. This dominance followed the intensification of the warm phase of AMO and the associated changes of the Atlantic Meridional Overturning Circulation. Transported valves (siliceous remains) from shallow Mauritanian coastal waters into the bathypelagic should be considered for the calculation and model experiments of bathy- and pelagic nutrients budgets (especially Si), the burial of diatoms, and the paleoenvironmental signal preserved in downcore sediments. Additionally, our 1988–2009 data set contributes to the characterization of the impact of low-frequency climate forcings in the northeastern Atlantic and will be especially helpful for establishing the scientific basis for forecasting and modeling future states of the Canary Current EBUE and its decadal changes.</p></abstract-html>
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