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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2018.00082</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Copepods Boost the Production but Reduce the Carbon Export Efficiency by Diatoms</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Moriceau</surname> <given-names>Briva&#x000EB;la</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/343811/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Iversen</surname> <given-names>Morten H.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/363766/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Gallinari</surname> <given-names>Morgane</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/390512/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Evertsen</surname> <given-names>Antti-Jussi O.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Le Goff</surname> <given-names>Manon</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/538006/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Beker</surname> <given-names>Beatriz</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/535891/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Boutorh</surname> <given-names>Julia</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Corvaisier</surname> <given-names>Rudolph</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/535916/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Coffineau</surname> <given-names>Nathalie</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Donval</surname> <given-names>Anne</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Giering</surname> <given-names>Sarah L. C.</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/324712/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Koski</surname> <given-names>Marja</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/54727/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Lambert</surname> <given-names>Christophe</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Lampitt</surname> <given-names>Richard S.</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/365595/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Le Mercier</surname> <given-names>Alain</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Masson</surname> <given-names>Annick</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Stibor</surname> <given-names>Herwig</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Stockenreiter</surname> <given-names>Maria</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/464264/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>De La Rocha</surname> <given-names>Christina L.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Laboratoire des Sciences de l&#x00027;environnement Marin (LEMAR) UMR6539 CNRS/UBO/IFREMER/IRD, Universit&#x000E9; de Bretagne Occidentale, Institut Universitaire Europ&#x000E9;en de la Mer (IUEM), Technopole Brest-Iroise</institution>, <addr-line>Plouzan&#x000E9;</addr-line>, <country>France</country></aff>
<aff id="aff2"><sup>2</sup><institution>Alfred Wegener Institute for Polar and Marine Research, MARUM, University of Bremen</institution>, <addr-line>Bremen</addr-line>, <country>Germany</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Biology, Norwegian University of Science and Technology</institution>, <addr-line>Trondheim</addr-line>, <country>Norway</country></aff>
<aff id="aff4"><sup>4</sup><institution>National Oceanography Centre Southampton, Natural Environment Research Council, University of Southampton</institution>, <addr-line>Southampton</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff5"><sup>5</sup><institution>Institute for Aquatic Resources (DTU Aqua), Technical University of Denmark</institution>, <addr-line>Charlottenlund</addr-line>, <country>Denmark</country></aff>
<aff id="aff6"><sup>6</sup><institution>Biology II, Aquatic Ecology, Ludwig-Maximilians-Universit&#x000E4;t M&#x000FC;nchen</institution>, <addr-line>Planegg-Martinsried</addr-line>, <country>Germany</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Eric &#x00027;Pieter Achterberg, GEOMAR Helmholtz Centre for Ocean Research Kiel, Germany</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Jan Taucher, GEOMAR Helmholtz Centre for Ocean Research Kiel, Germany; Javier Ar&#x000ED;stegui, University of Las Palmas de Gran Canaria, Spain</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Briva&#x000EB;la Moriceau <email>moriceau&#x00040;univ-brest.fr</email></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Marine Biogeochemistry, a section of the journal Frontiers in Marine Science</p></fn></author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>03</month>
<year>2018</year>
</pub-date>
<pub-date pub-type="collection">
<year>2018</year>
</pub-date>
<volume>5</volume>
<elocation-id>82</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>08</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>02</month>
<year>2018</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2018 Moriceau, Iversen, Gallinari, Evertsen, Le Goff, Beker, Boutorh, Corvaisier, Coffineau, Donval, Giering, Koski, Lambert, Lampitt, Le Mercier, Masson, Stibor, Stockenreiter and De La Rocha.</copyright-statement>
<copyright-year>2018</copyright-year>
<copyright-holder>Moriceau, Iversen, Gallinari, Evertsen, Le Goff, Beker, Boutorh, Corvaisier, Coffineau, Donval, Giering, Koski, Lambert, Lampitt, Le Mercier, Masson, Stibor, Stockenreiter and De La Rocha</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract><p>The fraction of net primary production that is exported from the euphotic zone as sinking particulate organic carbon (POC) varies notably through time and from region to region. Phytoplankton containing biominerals, such as silicified diatoms have long been associated with high export fluxes. However, recent reviews point out that the magnitude of export is not controlled by diatoms alone, but determined by the whole plankton community structure. The combined effect of phytoplankton community composition and zooplankton abundance on export flux dynamics, were explored using a set of 12 large outdoor mesocosms. All mesocosms received a daily addition of minor amounts of nitrate and phosphate, while only 6 mesocosms received silicic acid (dSi). This resulted in a dominance of diatoms and dinoflagellate in the &#x0002B;Si mesocosms and a dominance of dinoflagellate in the &#x02212;Si mesocosms. Simultaneously, half of the mesocosms had decreased mesozooplankton populations whereas the other half were supplemented with additional zooplankton. In all mesocosms, POC fluxes were positively correlated to Si/C ratios measured in the surface community and additions of dSi globally increased the export fluxes in all treatments highlighting the role of diatoms in C export. The presence of additional copepods resulted in higher standing stocks of POC, most probably through trophic cascades. However it only resulted in higher export fluxes for the &#x02212;Si mesocosms. In the &#x0002B;Si with copepod addition (&#x0002B;Si &#x0002B;Cops) export was dominated by large diatoms with higher Si/C ratios in sinking material than in standing stocks. During non-bloom situations, the grazing activity of copepods decrease the export efficiency in diatom dominated systems by changing the structure of the phytoplankton community and/or preventing their aggregation. However, in flagellate-dominated system, the copepods increased phytoplankton growth, aggregation and fecal pellet production, with overall higher net export not always visible in term of export efficiency.</p></abstract>
<kwd-group>
<kwd>biogenic silica</kwd>
<kwd>POC</kwd>
<kwd>marine snow</kwd>
<kwd>zooplankton</kwd>
<kwd>mesocosm</kwd>
<kwd>Bay of Hopav&#x000E5;gen</kwd>
<kwd>plankton community</kwd>
<kwd>biological pump</kwd>
</kwd-group>
<contract-num rid="cn001">261520</contract-num>
<contract-num rid="cn001">264933</contract-num>
<contract-sponsor id="cn001">FP7 Environment<named-content content-type="fundref-id">10.13039/100011268</named-content></contract-sponsor>
<counts>
<fig-count count="10"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="73"/>
<page-count count="15"/>
<word-count count="10009"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>The export of particulate organic carbon (POC) from the surface ocean, in terms of the overall amount or as the fraction of local net primary production, varies seasonally as well as regionally (Lutz et al., <xref ref-type="bibr" rid="B39">2002</xref>; Boyd and Trull, <xref ref-type="bibr" rid="B9">2007</xref>; Honjo et al., <xref ref-type="bibr" rid="B24">2008</xref>; Buesseler and Boyd, <xref ref-type="bibr" rid="B10">2009</xref>; Lam et al., <xref ref-type="bibr" rid="B32">2011</xref>; Henson et al., <xref ref-type="bibr" rid="B22">2012</xref>; Siegel et al., <xref ref-type="bibr" rid="B59">2016</xref>). Numerous factors intervene in this variability: turbulence, stratification, and mixed layer depth; phytoplankton community composition; the rates, timing, and extent of seasonality of primary production; meso- and microzooplankton abundance and feeding strategies; the aggregation of particulate organic matter (POM) into large, rapidly sinking particles of marine snow; and the occurrence of ballast particles like biogenic silica, calcium carbonate, and dust. The actions and interactions of these factors determine the ocean food web, which either recycles most of the organic matter in the surface ocean (resulting in only minor export to depth) or is &#x0201C;leaky&#x0201D; (exporting a large portion of the net primary production to depth). It is necessary to understand food web interactions in order to predict the biological pump&#x00027;s variability and its ability to sequester CO<sub>2</sub> in a future ocean with warmer temperatures, higher CO<sub>2</sub>, more acidity, and differing nutrient inputs and ratios compared to the present ocean (Bopp, <xref ref-type="bibr" rid="B6">2005</xref>; Passow and Carlson, <xref ref-type="bibr" rid="B46">2012</xref>; Alvain et al., <xref ref-type="bibr" rid="B2">2013</xref>; Bopp et al., <xref ref-type="bibr" rid="B7">2013</xref>).</p>
<p>Relationships between food webs, ballast minerals and fluxes have been investigated in various physical regimes. On the smaller scale of such investigations are microcosm studies of sinking particles in rolling tanks (Shanks and Trent, <xref ref-type="bibr" rid="B58">1980</xref>; Passow and De La Rocha, <xref ref-type="bibr" rid="B47">2006</xref>) and flow through systems (Ploug et al., <xref ref-type="bibr" rid="B49">2008</xref>; Long et al., <xref ref-type="bibr" rid="B38">2015</xref>) that allow controlled examination of selected processes and interactions. At the other extreme are regional and global scale studies based on models, remote sensing, and observational data from time-series, cameras, autonomous platforms, and sediment traps (Klaas and Archer, <xref ref-type="bibr" rid="B28">2002</xref>; Honjo et al., <xref ref-type="bibr" rid="B24">2008</xref>; Klaas et al., <xref ref-type="bibr" rid="B29">2008</xref>; Lee et al., <xref ref-type="bibr" rid="B35">2009</xref>; Lam et al., <xref ref-type="bibr" rid="B32">2011</xref>; Assmy et al., <xref ref-type="bibr" rid="B4">2013</xref>; Qu&#x000E9;guiner, <xref ref-type="bibr" rid="B51">2013</xref>; Giering et al., <xref ref-type="bibr" rid="B19">2014</xref>; Sanders et al., <xref ref-type="bibr" rid="B55">2014</xref>; Guidi et al., <xref ref-type="bibr" rid="B21">2016</xref>). However, whereas small scale laboratory investigations allow full control over environmental variables and mechanistic investigations, they often lack natural community composition. Field studies allow identification of larger scale patterns and correlations with environmental variables but no clear identification of causal relationships owing to complex confounding factors. Mesocosms offer a middle ground, where some of the control of small scale laboratory experiments is combined with parts of the complexity of environmental variables of field observations. Mesocosms enclose part of an <italic>in situ</italic> water column allowing manipulations of target parameters. Mesocosms are large enough to host a reasonably complex food web (e.g., including micro- and mesozooplankton) (Wassmann et al., <xref ref-type="bibr" rid="B73">1996</xref>; Svensen et al., <xref ref-type="bibr" rid="B67">2001</xref>; Sommer et al., <xref ref-type="bibr" rid="B62">2004</xref>; Stibor et al., <xref ref-type="bibr" rid="B66">2004</xref>; Olsen et al., <xref ref-type="bibr" rid="B44">2006</xref>; Stange et al., <xref ref-type="bibr" rid="B65">2017</xref>) while still allow controlled manipulations of parameters such as nutrients, ballast minerals, turbulence, and phytoplankton and zooplankton community composition.</p>
<p>A small number of mesocosm experiments have been used to study phytoplankton community interactions and POC export. Early work noted a strong link between the addition of silicic acid (in addition to nitrate and phosphate) and POC export fluxes (Wassmann et al., <xref ref-type="bibr" rid="B73">1996</xref>). It was hypothesized that the addition of silicic acid promoted the growth of diatoms, which increased export of POC (Engel et al., <xref ref-type="bibr" rid="B14">2002</xref>; Kemp et al., <xref ref-type="bibr" rid="B26">2006</xref>; Kemp and Villareal, <xref ref-type="bibr" rid="B27">2013</xref>; Rynearson et al., <xref ref-type="bibr" rid="B54">2013</xref>; Lasbleiz et al., <xref ref-type="bibr" rid="B34">2014</xref>). However, later studies showed that artificial mixing of upper water layers also initiated aggregate formation even in the absence of diatoms, suggesting that diatoms (and indirectly silicic acid) were not the sole trigger of high POC fluxes (Svensen et al., <xref ref-type="bibr" rid="B67">2001</xref>, <xref ref-type="bibr" rid="B68">2002</xref>). Several factors could results in high POC export, including phytoplankton aggregation of both diatom and non-diatom phytoplankton and zooplankton grazing, suggesting that the whole plankton community structure - more than just presence of diatoms&#x02013;is important to determine export fluxes (Gehlen et al., <xref ref-type="bibr" rid="B18">2006</xref>; Guidi et al., <xref ref-type="bibr" rid="B21">2016</xref>).</p>
<p>Generally carbon export follows the seasonality of primary production but is even more dependent on the fraction of slow-sinking versus fast-sinking aggregates, with higher export for fast sinking aggregates (Moriceau et al., <xref ref-type="bibr" rid="B41">2007</xref>; Henson et al., <xref ref-type="bibr" rid="B23">2015</xref>). However, the influence of seasonality and plankton community composition on global export efficiency (proportion of primary production that is transported below the mixed layer depth) is still poorly understood. Except for recent studies on the impact of acidification or elevated CO<sub>2</sub> concentrations (Paul et al., <xref ref-type="bibr" rid="B48">2015</xref>; Bach et al., <xref ref-type="bibr" rid="B5">2016</xref>; Spilling et al., <xref ref-type="bibr" rid="B64">2016</xref>; Gazeau et al., <xref ref-type="bibr" rid="B17">2017</xref>) most mesocosms studies have focused on the processes that lead to export during phytoplankton bloom conditions, even though non-blooming periods can potentially be important for global export fluxes, and can be periods of efficient export of carbon and bSiO<sub>2</sub> (Fujii and Chai, <xref ref-type="bibr" rid="B16">2005</xref>; Morris et al., <xref ref-type="bibr" rid="B42">2007</xref>; Lam et al., <xref ref-type="bibr" rid="B32">2011</xref>). Efficient export during non-bloom conditions has been linked to zooplankton abundance, which can repackage small particles into dense, fast-sinking particles (Lalande et al., <xref ref-type="bibr" rid="B31">2016</xref>).</p>
<p>We designed a mesocosm study to investigate the link between plankton composition and export flux during non-blooming conditions. We explicitly tested the impact of zooplankton abundance on export fluxes for two different phytoplankton populations.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and methods</title>
<sec>
<title>Study area</title>
<p>The experiment was conducted in 2012, between August 2 and 24 in the Bay of Hopav&#x000E5;gen (63&#x000B0; 36&#x02032; N, 9&#x000B0; 33&#x02032; E), a tidally-driven, semi-enclosed marine lagoon on the west coast of Norway, 20 km west of the outlet of the Trondheimsfjord (Figure <xref ref-type="fig" rid="F1">1</xref>). This semi-enclosed marine lagoon has a maximum depth of 32 m, a volume of roughly 6.7 &#x000D7; 10<sup>6</sup> m<sup>3</sup>, and exchanges roughly 14% of its water daily with the ocean through a narrow inlet (van Marion, <xref ref-type="bibr" rid="B72">1996</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>The Bay of Hopav&#x000E5;gen.</p></caption>
<graphic xlink:href="fmars-05-00082-g0001.tif"/>
</fig>
<p>Nutrient concentrations in the lagoon at the time of the experiment were extremely low (&#x0003C;1 &#x003BC;M for silicic acid, &#x0003C;0.3 &#x003BC;M for ammonium, and &#x0003C;0.1 &#x003BC;M for nitrate, nitrite, and phosphate). Concentrations of chlorophyll a (Chl) in the upper 10 m of the lagoon at the time of the experiment ranged from 0.5 to 2.4 mg m<sup>&#x02212;3</sup>, corresponding well to the typical average summer concentrations for this lagoon (between 1&#x02013;3 mg m<sup>&#x02212;3</sup>, Olsen et al., <xref ref-type="bibr" rid="B44">2006</xref>).</p>
<p>Mesozooplankton commonly found in the Bay of Hopav&#x000E5;gen include the ctenophore <italic>Bolinopsis</italic> sp., calanoid copepods (such as <italic>Temora</italic> sp., <italic>Centropages</italic> sp., and <italic>Pseudocalanus</italic> sp.) at an average summer concentration of 20 ind L<sup>&#x02212;1</sup>, the cyclopoid copepod <italic>Oithona</italic> sp., and the appendicularian <italic>Okipleura</italic> sp. (van Marion, <xref ref-type="bibr" rid="B72">1996</xref>; Stibor et al., <xref ref-type="bibr" rid="B66">2004</xref>; Vadstein et al., <xref ref-type="bibr" rid="B71">2004</xref>). The phytoplankton community in the lagoon consists of diatoms (e.g., <italic>Rhizosolenia</italic> sp., <italic>Skeletonema</italic> sp., <italic>Thalassiosira</italic> sp., <italic>Nitzschia</italic> sp., and <italic>Pseudonitzschia</italic> sp.), autotrophic picoplankton, dinoflagellates (e.g., <italic>Gymnodinium</italic> sp., <italic>Prorocentrum</italic> sp.), and nanoflagellates (Sommer et al., <xref ref-type="bibr" rid="B61">2005</xref>).</p>
</sec>
<sec>
<title>Mesocosms</title>
<p>Each mesocosm consisted of a 10 m deep polyethylene tube, with a diameter of approximately 1 m, a volume of roughly 9 m<sup>3</sup>, and a sealed, conical bottom. The twelve mesocosms were filled on August 2 by lowering the entire mesocosm bag to a depth of 10 m and then raising the top gently back up to the surface. The filled mesocosms were secured to a raft that was anchored in the deepest part of the Bay of Hopav&#x000E5;gen.</p>
<p>The light conditions in each mesocosm were similar, with light intensities of 15&#x02013;20% of surface light at 1 m depth (generally around 100 &#x003BC;mol m<sup>&#x02212;2</sup> s<sup>&#x02212;1</sup>) and &#x0007E;1% at &#x0007E;6 m depth (Figure <xref ref-type="fig" rid="F2">2</xref>). These conditions were similar to the light intensities observed in the Bay of Hopav&#x000E5;gen (around the mesocosms) during the experiment (&#x0007E;40% &#x0007E;300 &#x003BC;mol m<sup>&#x02212;2</sup> s<sup>&#x02212;1</sup> at 1 m and 8% at 6 m).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Typical physical conditions within the mesocosms as exemplified by bag 3 (&#x0002B;Si &#x02212;Cops) on August 23&#x02013;24 (experiment Days 16&#x02013;17).</p></caption>
<graphic xlink:href="fmars-05-00082-g0002.tif"/>
</fig>
<p>To avoid disturbances of formed aggregates within the mesocosms and to avoid interfering with sinking fluxes, the mesocosms were not mixed during the experiment. However, some small-scale mixing and turbulence might have occurred within the mesocosms due to waves and tidal currents within the Bay of Hopav&#x000E5;gen during the study. According to the Chl profiles, the upper 2 m of the mesocosm bags were well-mixed (Figure <xref ref-type="fig" rid="F2">2</xref>). Turbulence was not measured during the experiment, but previous work in similar types of mesocosms suggested that the energy dissipation rates in the mesocosms would have been on the order of 10<sup>&#x02212;9</sup>&#x02013;10<sup>&#x02212;8</sup> m<sup>2</sup> s<sup>&#x02212;3</sup>, corresponding to a wind velocity of 3&#x02013;6 m s<sup>&#x02212;1</sup> (Svensen et al., <xref ref-type="bibr" rid="B67">2001</xref>).</p>
<p>In the Bay of Hopav&#x000E5;gen, nutrients are resupplied daily by the natural water inflow (Sommer et al., <xref ref-type="bibr" rid="B62">2004</xref>). We mimicked the natural nutrient input by manually adding nutrient to the enclosed mesocosms, using nitrogen concentrations that compensated for the loss of N caused by sedimentation and Redfield ratios for phosphorus and silicon additions as described in previous studies (Sommer et al., <xref ref-type="bibr" rid="B61">2005</xref>; Olsen et al., <xref ref-type="bibr" rid="B44">2006</xref>). Such nutrients additions maintained the low natural phytoplankton concentrations yet avoided accumulation of unrealistically high concentrations of phytoplankton biomass (B&#x000F8;rsheim et al., <xref ref-type="bibr" rid="B8">2005</xref>).</p>
<p>Twelve mesocosms were set up in total, allowing the investigation of four different treatments in triplicate. The treatments were (1) silicate addition and decreased copepod abundance (&#x0002B;Si &#x02212;Cops), (2) silicate addition and increased copepod abundance (&#x0002B;Si &#x0002B;Cops), (3) no silicate addition and decreased copepod abundance (&#x02212;Si &#x02212;Cops), (4) no silicate addition and increased copepod abundance (&#x02212;Si &#x0002B;Cops). Nutrients were added via an 8-m long tube. The tube was lowered slowly to a depth of 8 m in each mesocosm and then fully filled with a nutrient solution calculated to add the required concentration of nutrients to each mesocosm. The tube was then slowly lifted out to minimize disturbances of the water in the mesocosms. Through the process of displacement, this allowed the nutrients to distribute evenly throughout the water column of the mesocosms (Olsen et al., <xref ref-type="bibr" rid="B45">2007</xref>). Nutrients uptake are lower in the dark (Dortch and Maske, <xref ref-type="bibr" rid="B13">1982</xref>; Litchman et al., <xref ref-type="bibr" rid="B37">2004</xref>) and samplings were done in the morning. Nutrients were added in the evening to avoid contamination of the morning sampling, and began the day after the bags were filled (on the evening of August 3) and 4.5 days before the first day of sampling. Previous study evidenced that such a time lag allows the phytoplankton communities to differentiate depending on nutrient additions (Gismervik et al., <xref ref-type="bibr" rid="B20">2002</xref>; Sommer et al., <xref ref-type="bibr" rid="B62">2004</xref>; Larsen et al., <xref ref-type="bibr" rid="B33">2015</xref>).</p>
<p>Following Stibor et al. (<xref ref-type="bibr" rid="B66">2004</xref>), mesozooplankton concentrations were reduced in the &#x02212;Cops treatments by repeated vertical hauls with a 150-&#x003BC;m plankton net (Sommer et al., <xref ref-type="bibr" rid="B62">2004</xref>; Stibor et al., <xref ref-type="bibr" rid="B66">2004</xref>). We refer to these mesocosm as &#x02018;&#x0002B;Si &#x02212;Cops&#x02019; and &#x02018;&#x02212;Si &#x02212;Cops&#x02019;, respectively. In the evening of August 7 (5 days after the filling of the bags and 1 day before the first sampling day), we increased the copepod abundance in the &#x0002B;Cops treatments by adding copepods (4 copepods per liter), mainly <italic>Centropages</italic> sp. and <italic>Oithona</italic> sp., collected from the lagoon using a 150-&#x003BC;m plankton net.</p>
</sec>
<sec>
<title>Sample collection and analysis</title>
<p>Day 1 of the sampling was on the morning of August 8, 5.5 days after filling the bag and 4.5 days after the first nutrient addition. The sampling period lasted 17 days in total. On Days 1, 3, 6, 10, 13 and 16 of the sampling period, depth-integrated samples of the upper 4.5 m of the mesocosms were collected between 7:00 and 8:00 in the morning. Sampling was done by repeated and slow deployments of a 1 m long integrated water sampler. We collected a total of 12-20 L from each mesocosm (0.1&#x02013;0.2% of initial water volume), depending on the sampling strategy of the day. Water samples were placed in opaque 20 L LDPE carboys (Nalgene), which were subsampled for total and fractionated particulate organic carbon (POC) and nitrogen (PON), biogenic silica (bSiO<sub>2</sub>), pigments, nutrients, phytoplankton cell counts, and microscopic taxonomy of phytoplankton.</p>
<p>Sinking particles were collected with sediment traps from 8 m depth three times during the course of the experiment, from Day 3 to Day 8, from Day 9 to Day 12, and from Day 14 to Day 17. This was done with cylindrical sediment traps with an aspect ratio (height to width) of 6 in mesocosms in two of each treatment triplicate. In the four remaining mesocosms (one of each treatment triplicate), we deployed gel traps (McDonnell and Buesseler, <xref ref-type="bibr" rid="B40">2010</xref>) at 8 m to collect and preserve the size and structure of the sinking particles. The gel traps were only deployed for 2 days in order to avoid individual particles landing on top of each other in the gel. Gel traps were deployed on Day 3, 8, and 14.</p>
<p>Phytoplankton community compositions were determined for one of each treatment triplicates (four mesosocosms in total) four times during the sampling period. Water samples were preserved with Lugol&#x00027;s iodine (1% final concentration) and taxonomically identified to species level using an inverted microscope (Uterm&#x000F6;hl, <xref ref-type="bibr" rid="B70">1958</xref>).</p>
<p>Samples for particulate organic carbon (POC) and for particulate organic nitrogen (PON) were filtered onto precombusted (450&#x000B0;C, 5 h) 25-mm GF/F filters (0.7-&#x003BC;m nominal pore size, Whatman). Every second sampling day, POC/PON samples were size fractionated before filtration using different screens. Size fractions were 0.7&#x02013;2.7, 2.7&#x02013;20, 20&#x02013;44, 44&#x02013;100, and &#x0003E;100 &#x003BC;m. Filters were rinsed with MilliQ water to remove salts and dried overnight at 60&#x000B0;C. Inorganic carbon was removed from the filters by fuming with HCl before analysis with a Flash 1112 Series elemental CN analyzer (ThermoQuest).</p>
<p>Samples for Chl a were filtered onto GF/F filters (0.7-&#x003BC;m nominal pore size, Whatman) and immediately frozen in liquid nitrogen. The filters were stored at &#x02212;80&#x000B0;C until analysis by HPLC (Shimadzu LC-10A HPLC system with LC Solution software; Shimadzu). The HPLC system was calibrated with pigment standards (DHI Water and Environment).</p>
<p>Samples for biogenic silica (bSiO<sub>2</sub>) were filtered onto 0.4-&#x003BC;m polycarbonate filters (Millipore), dried overnight at 60&#x000B0;C and stored at room temperature until digestion and analysis. bSiO<sub>2</sub> in the samples was dissolved in 0.2 M NaOH at 100&#x000B0;C for 60 min (Ragueneau et al., <xref ref-type="bibr" rid="B53">2005</xref>) and neutralized with 1 M HCl for silicic acid analysis by colorimetry. Particulate bSiO<sub>2</sub> concentrations were corrected for lithogenic contribution following a second digestion of the particulate matter to yield the Si:Al ratio of the lithogenic silica (Ragueneau et al., <xref ref-type="bibr" rid="B53">2005</xref>). Aluminum was determined via inductively coupled plasma optical emissions spectroscopy (ICP-OES).</p>
<p>Samples for nitrate, nitrite, silicic acid, phosphate and ammonium were filtered through 0.4-&#x003BC;m polycarbonate filters (Millipore) and analyzed using a Bran&#x0002B;Luebbe AAIII auto-analyzer. Concentrations of ammonium in water samples were measured manually on a spectrophotometer (Shimatzu UV 1700) following Koroleff (<xref ref-type="bibr" rid="B30">1969</xref>).</p>
</sec>
<sec>
<title>Statistical analysis</title>
<p>To test and differentiate the effect of time from the effect of the different treatments: &#x0002B;Si vs. &#x02212;Si and &#x0002B;Cops vs. &#x02212;Cops, a two-way or three-way analysis of variance (ANOVA) with a multiple comparison procedure (Holm-Sidak method) were applied to our data set (Sigmaplot 12, Systat Software, Inc.,) except for sediment traps data for which only two replicates were done. The overall significance level was chosen as <italic>p</italic> &#x0003C; 0.05.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>Nutrient concentrations and uptake</title>
<p>At the beginning of the sampling period, phosphate concentrations were lower in the &#x0002B;Si mesocosms than in the &#x02212;Si mesocosms (0.02 &#x000B1; 0.02 &#x003BC;M vs. 0.06 &#x000B1; 0.03 &#x003BC;M). Phosphate concentrations in the mesocosms increased during the first 10 days of the experiment. After Day 10, however, concentrations of phosphate decreased in all but the &#x0002B;Si &#x0002B;Cops mesocosms (Figure <xref ref-type="fig" rid="F3">3A</xref>). The total net phosphate uptake during the sampling period (Figure <xref ref-type="fig" rid="F4">4A</xref>, Table <xref ref-type="table" rid="T1">1</xref>) in the &#x02212;Si &#x02212;Cops mesocosms (0.11 &#x000B1; 0.02 &#x003BC;M) was lower than in the other three treatments (&#x0002B;Si &#x02212;Cops: 0.17 &#x000B1; 0.04 &#x003BC;M; &#x0002B;Si &#x0002B;Cops: 0.16 &#x000B1; 0.04 &#x003BC;M; &#x02212;Si &#x0002B;Cops: 0.18 &#x000B1; 0.01 &#x003BC;M).</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Concentrations in the upper 4.5 m of the nutrients <bold>(A)</bold> phosphate, <bold>(B)</bold> silicate, <bold>(C)</bold> nitrate, <bold>(D)</bold> nitrite, <bold>(E)</bold> ammonium, and <bold>(F)</bold> total DIN. Data points and error bars represent averages and standard deviations for the three mesocosms of each treatment.</p></caption>
<graphic xlink:href="fmars-05-00082-g0003.tif"/>
</fig>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Cumulative net uptake in the different mesocosm treatments of <bold>(A)</bold> phosphate, <bold>(B)</bold> nitrate, <bold>(C)</bold> silicate, and <bold>(E)</bold> total DIN. <bold>(D)</bold> show the cumulative net regeneration of ammonium. Data points and error bars represent averages and standard deviations for the three mesocosms of each treatment.</p></caption>
<graphic xlink:href="fmars-05-00082-g0004.tif"/>
</fig>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Total net nutrient removal during the experiment, ratios between removal, and average number of species during the duration of the experiment.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Mesocosms</bold></th>
<th valign="top" align="center" colspan="3" style="border-bottom: thin solid #000000;"><bold>Total net removal</bold></th>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Ratios of total net removal</bold></th>
<th valign="top" align="center" colspan="3" style="border-bottom: thin solid #000000;"><bold>Average number of species</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center"><bold>PO4</bold></th>
<th valign="top" align="center"><bold>DIN</bold></th>
<th valign="top" align="center"><bold>Si(OH)4</bold></th>
<th valign="top" align="center"><bold>DIN/Si</bold></th>
<th valign="top" align="center"><bold>DIN/P</bold></th>
<th valign="top" align="center"><bold>total</bold></th>
<th valign="top" align="center"><bold>Diatoms</bold></th>
<th valign="top" align="center"><bold>Dinoflagellates</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">&#x0002B;Si &#x02212;Cops</td>
<td valign="top" align="center">0,17</td>
<td valign="top" align="center">2,8</td>
<td valign="top" align="center">1,4</td>
<td valign="top" align="center">2,0</td>
<td valign="top" align="center">16,6</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">&#x0002B;Si &#x0002B;Cops</td>
<td valign="top" align="center">0,16</td>
<td valign="top" align="center">3,8</td>
<td valign="top" align="center">2,5</td>
<td valign="top" align="center">1,5</td>
<td valign="top" align="center">23,9</td>
<td valign="top" align="center">19</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">12</td>
</tr>
<tr>
<td valign="top" align="left">&#x02212;Si &#x02212;Cops</td>
<td valign="top" align="center">0,11</td>
<td valign="top" align="center">2,0</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">18,5</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">&#x02212;Si &#x0002B;Cops</td>
<td valign="top" align="center">0,18</td>
<td valign="top" align="center">2,7</td>
<td valign="top" align="center">&#x02212;0,1</td>
<td valign="top" align="center">-</td>
<td valign="top" align="center">15,1</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">12</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Concentrations of silicic acid (dSi) in the &#x02212;Si treatments remained close to zero throughout the experiment (Figure <xref ref-type="fig" rid="F3">3B</xref>), suggesting no measureable net dSi uptake in these mesocosms. In the &#x0002B;Si mesocosms, there was no dSi uptake between Days 6 and 10, with net dSi uptake between Day 1 and 6 and between Day 10 and 16 (Figure <xref ref-type="fig" rid="F4">4C</xref>). The total net dSi utilization in the mesocosms during the sampling period was 1.4 &#x000B1; 1.0 &#x003BC;M (&#x0002B;Si &#x02212;Cops), 2.5 &#x000B1; 0.9 &#x003BC;M (&#x0002B;Si &#x0002B;Cops), 0.0 &#x000B1; 0.1 &#x003BC;M (&#x02212;Si &#x02212;Cops), and &#x02212;0.1 &#x000B1; 0.1 &#x003BC;M (&#x02212;Si &#x0002B;Cops) (Table <xref ref-type="table" rid="T1">1</xref>).</p>
<p>Continuously increasing cumulative net utilization of DIN in the &#x0002B;Si mesocosms resulted in lower concentrations compared to &#x02212;Si mesocosms (Figures <xref ref-type="fig" rid="F3">3F</xref>, <xref ref-type="fig" rid="F4">4E</xref>, Table <xref ref-type="table" rid="T1">1</xref>). In addition to the daily external input of nitrate of 0.22 &#x003BC;M, we observed DIN production likely caused by ammonium regeneration within the mesocosms. This was evident from the mid-experiment peak in ammonium concentrations in all mesocosms (Figure <xref ref-type="fig" rid="F3">3E</xref>). Following Day 10, however, ammonium concentrations decreased, except in &#x0002B;Si &#x0002B;Cops, were the decrease started at Day 13, suggesting that uptake exceeded regeneration in all mesocosms in the final days of the experiment. During the same period, nitrate, nitrite and overall DIN concentrations declined (Figures <xref ref-type="fig" rid="F3">3C,D</xref>), suggesting increased rates of DIN uptake rather than a decrease in the rates of ammonium regeneration (n.b. over the 17 day duration of the experiment, we would not expect to see notable amounts of nitrate being regenerated).</p>
<p>In the &#x0002B;Si mesocosms, net removal rates of DIN were, on average, 2&#x02013;3 times faster than net removal rates of dSi (Table <xref ref-type="table" rid="T1">1</xref>). Since dSi removal rates were undetectable in the &#x02212;Si mesocosms, we could not calculate a net uptake ratio of DIN to dSi for these mesocosms. DIN to phosphate uptake ratios remained reasonably close to Redfield values of 16:1 in most of the mesocosms (Table <xref ref-type="table" rid="T1">1</xref>).</p>
</sec>
<sec>
<title>Standing stocks and phytoplankton composition</title>
<p>Integrated standing stocks of POC (upper 4.5 m) decreased during the first days of the experiments and stabilized after Day 3 for &#x0002B;Cops mesocosms and after Day 6 for &#x02212;Cops mesocosms (Figure <xref ref-type="fig" rid="F5">5A</xref>). The mean POC concentrations over the experimental period were 18.5 &#x000B1; 6.4 &#x003BC;mol POC L<sup>&#x02212;1</sup> in the &#x0002B;Si &#x02212;Cops, 24.7 &#x000B1; 7.7 &#x003BC;mol POC L<sup>&#x02212;1</sup> for the &#x0002B;Si &#x0002B;Cops, 14.4 &#x000B1; 4.9 &#x003BC;mol POC L<sup>&#x02212;1</sup> for the &#x02212;Si &#x02212;Cops and 21.0 &#x000B1; 4.1 &#x003BC;mol POC L<sup>&#x02212;1</sup> for the &#x02212;Si &#x0002B;Cops treatments, with values ranging from 10 to 37 &#x003BC;mol POC L<sup>&#x02212;1</sup>. Average POC concentrations were similar to those measured in the lagoon at the end of the experiment (19.5 &#x003BC;mol POC L<sup>&#x02212;1</sup>; Figure <xref ref-type="fig" rid="F5">5A</xref>) and to those obtain at similar nutrient additions in B&#x000F8;rsheim et al. (<xref ref-type="bibr" rid="B8">2005</xref>). Standing stocks of POC in the upper 4.5 m of the mesocosms differed more between treatments than between the replicates for each individual treatments or for each replicate over time (two way ANOVA &#x003B1; &#x0003D; 0.01; <italic>p</italic> &#x0003C; 0.001). POC standing stocks were higher in &#x0002B;Si mesocosms than in the other treatments at the beginning of the sampling period. Differences in POC standing stocks decreased over time. POC standing stocks were similar for &#x0002B;Cops and &#x02212;Cops treatments until Day 3, but started to differ after Day 6, with more POC present in the &#x0002B;Cops mesocosms. Over the whole sampling period, POC concentrations were significantly higher in the six mesocosms that had received a supplement of copepods compared to those where copepods had been removed (Three way ANOVA; p &#x0003C; 0.001). We also observed significantly higher POC concentrations in &#x0002B;Si &#x02212;Cops compared to &#x02212;Si &#x02212;Cops and in &#x0002B;Si &#x0002B;Cops compared to &#x02212;Si &#x0002B;Cops (Three way ANOVA; <italic>p</italic> &#x0003D; 0.006).</p>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p>Composition of standing stocks of biomass in the upper 4.5 m of the four treatments: <bold>(A)</bold> POC, <bold>(B)</bold> PON, <bold>(C)</bold> C/N, <bold>(D)</bold> chlorophyll a, <bold>(E)</bold> bSiO2, and <bold>(F)</bold> Si/C. Data points and error bars represent averages and standard deviations for the three mesocosms of each treatment. Gray lines represent concentrations in the Bay outside mesocosms as measured at the end of the experiment (Day 16).</p></caption>
<graphic xlink:href="fmars-05-00082-g0005.tif"/>
</fig>
<p>On the last sampling day (Day 16), the &#x0002B;Si &#x0002B;Cops mesocosms reached an average standing stock of POC of 25.3 &#x000B1; 0.9 &#x003BC;mol POC L<sup>&#x02212;1</sup> and the &#x02212;Si &#x0002B;Cops mesocosms an average of 23.6 &#x000B1; 2.4 &#x003BC;mol POC L<sup>&#x02212;1</sup> compared to 17.6 &#x000B1; 2.6 &#x003BC;mol POC L<sup>&#x02212;1</sup> and 15.6 &#x000B1; 0.7 &#x003BC;mol POC L<sup>&#x02212;1</sup> in the &#x0002B;Si &#x0002B;Cops and &#x02212;Si &#x02212;Cops mesocosms, respectively.</p>
<p>Concentrations of total PON were also relatively stable during the experiment with significant differences between &#x0002B;Cops and &#x02212;Cops mesocosms. However, unlike POC standing stocks, differences between &#x0002B;Si &#x0002B;Cops and &#x02212;Si &#x0002B;Cops or &#x0002B;Si &#x02212;Cops and &#x02212;Si &#x02212;Cops treatments were not significant (Figure <xref ref-type="fig" rid="F5">5B</xref>). C to N ratios (C/N) of the organic matter in the upper 4.5 m of the &#x0002B;Si mesocosms decreased from 6.7 &#x000B1; 0.8 mol mol<sup>&#x02212;1</sup> on Day 1 to 4.4 &#x000B1; 0.5 mol mol<sup>&#x02212;1</sup> on Day 6 and remained close to that for the rest of the experiment. The C/N of the &#x02212;Si mesocosms averaged 4.4 &#x000B1; 0.3 mol mol<sup>&#x02212;1</sup> during the experiment. The C/N ratios of the standing stocks were very similar between treatments with an average for the entire experiment of 4.7 &#x000B1; 0.8 mol mol<sup>&#x02212;1</sup> (Figure <xref ref-type="fig" rid="F5">5C</xref>).</p>
<p>Concentrations of Chl a ranged from 0.5 to a maximum of 4.7 &#x003BC;g L<sup>&#x02212;1</sup> (Figure <xref ref-type="fig" rid="F5">5D</xref>). Chl a concentrations were generally within the range for non-bloom conditions, in accordance with the nutrient addition (B&#x000F8;rsheim et al., <xref ref-type="bibr" rid="B8">2005</xref>). Standing stocks of Chl a decreased rapidly in the &#x0002B;Si mesocosms, from 3.0 &#x000B1; 0.5 and 4.2 &#x000B1; 0.4 &#x003BC;g/L on Day 1 for the &#x0002B;Cops and &#x02212;Cops respectively, to 0.6 &#x000B1; 0.2 and 0.7 &#x000B1; 0.2 &#x003BC;g/L on Day 6. After Day 6, Chl a increased until the end of the experiment to reach 2.3 &#x000B1; 0.4 &#x003BC;g/L in &#x0002B;Si &#x0002B;Cops and 1.1 &#x000B1; 0.6 &#x003BC;g/L in the &#x0002B;Si &#x02212;Cops. Except for the first day of the sampling period, Chl a concentrations were higher in the &#x0002B;Cops mesocosms (three way ANOVA; <italic>p</italic> &#x0003C; 0.001; Figure <xref ref-type="fig" rid="F5">5D</xref>). The &#x02212;Si &#x02212;Cops mesocosms also experienced a decrease from Day 1 to Day 6 (1.9 &#x000B1; 0.2 &#x003BC;g/L to 0.5 &#x000B1; 0.1 &#x003BC;g/L), before increasing to 0.9 &#x000B1; 0.4 &#x003BC;g/L at the end. The &#x02212;Si &#x0002B;Cops mesocosms Chl a concentrations was less variable. Chl a concentrations slightly decreased from 2.2 &#x003BC;g/L on Day 1 to 1.4 &#x000B1; 0.4 &#x003BC;g/L at the end. The final average concentrations of Chl a in the &#x02212;Si &#x0002B;Cops mesocosms were lower than those in the &#x0002B;Si &#x0002B;Cops (1.4 &#x000B1; 0.4 &#x003BC;g L<sup>&#x02212;1</sup> vs. 2.3 &#x000B1; 0.4 &#x003BC;g/L, respectively, on Day 16), but they were still &#x0007E;30% greater than the average final concentrations in the &#x0002B;Si &#x02212;Cops and &#x02212;Si &#x02212;Cops (1.1 &#x000B1; 0.6 and 0.9 &#x000B1; 0.4 &#x003BC;g L<sup>&#x02212;1</sup>, respectively).</p>
<p>Integrated concentrations of bSiO<sub>2</sub> in the upper 4.5 m of the &#x02212;Si mesocosms, decreased to 0 and 0.1 &#x003BC;mol/L for &#x02212;Cops and &#x0002B;Cops at Day 6 respectively. At the beginning of the sampling period, bSiO<sub>2</sub> concentrations were 0.8 &#x000B1; 0.1 &#x003BC;mol/L and 0.7 &#x000B1; 0.1 &#x003BC;mol/L for the &#x02212;Cops and &#x0002B;Cops respectively. In the &#x0002B;Si mesocosms, bSiO<sub>2</sub> concentrations generally increased from Day 1 to Day 3 and then declined until Day 10 before increasing again until the end of the experiment (Figure <xref ref-type="fig" rid="F5">5E</xref>). At the end of the experiment, the bSiO<sub>2</sub> integrated concentrations in the upper 4.5 m of the &#x0002B;Si &#x0002B;Cops mesocosms, averaged 1.6 &#x000B1; 0.6 &#x003BC;mol L<sup>&#x02212;1</sup>, which was roughly 3-fold higher than that measured in the &#x0002B;Si &#x02212;Cops mesocosms (0.5 &#x000B1; 0.6 &#x003BC;mol L<sup>&#x02212;1</sup>). The molar Si to POC ratios (Si/C) of standing stocks mirrored the changes in bSiO<sub>2</sub> concentrations rather than reflecting overall patterns in the POC standing stocks (Figure <xref ref-type="fig" rid="F5">5F</xref>). Outside the mesocosms, Si/C ratios were around 0.015, which is similar to the lowest ratios reported for North Atlantic Waters (Ragueneau et al., <xref ref-type="bibr" rid="B52">2002</xref>). The &#x0002B;Si mesocosms had Si/C ratios of 0.04&#x02013;0.10, similar to global ocean average (0.04&#x02013;0.25, Ragueneau et al., <xref ref-type="bibr" rid="B52">2002</xref>). The Si/N ratios in the nutrient stocks of &#x0002B;Si treatments were higher than 1, the average Si/N utilization in the &#x0002B;Si mesocosms was around 1 with fluctuations from 0.6 and 2.1.</p>
<p>POC standing stocks and Chl a concentrations were both high at the beginning of the experiments especially in the &#x0002B;Si mesocosms. Chl a estimated from CTD measurements 2 days before the beginning of the sampling period gave an average value of 2 mg/L. The daily uptake rate estimated from the total nutrient additions were also lower than the first uptake calculated during the experiment (0.2 vs. 0.3 &#x003BC;M/days for nitrate, 0.004 &#x003BC;M/days vs. 0.02 &#x003BC;M/days for phosphate and 0.3 vs. 0.3 &#x003BC;M/days for silicate), suggesting that no phytoplankton bloom had developed before the sampling period. Throughout the entire experiment, and in all treatments, 30&#x02013;50% of the total biomass was in the 2.7&#x02013;20 &#x003BC;m size fractions, while the other four size-fractions (0.7&#x02013;2.7 &#x003BC;m, 20&#x02013;44 &#x003BC;m, 44&#x02013;100 &#x003BC;m, and &#x0003E; 100 &#x003BC;m) each had between 10 and 20% of the total biomass.</p>
<p>Taxonomic analysis confirmed that differing nutrient additions induced changes in phytoplankton population, with diatoms and flagellates dominating the &#x0002B;Si treatments, and flagellates alone dominating the &#x02212;Si treatments (Figure <xref ref-type="fig" rid="F6">6</xref>). We identified up to 43 phytoplankton species in the &#x0002B;Si &#x0002B;Cops mesocosms with an average of 19 over the entire sampling period (Table <xref ref-type="table" rid="T1">1</xref>). By contrast, a maximum of 23 species were found in the &#x0002B;Si &#x02212;Cops, with an average of 13. For the &#x02212;Si mesocosms, the maximum number of species in &#x0002B;Cops and &#x02212;Cops treatments was 24 and 17, respectively, with an average total amount of species of 16 and 11 for &#x02212;Si &#x0002B;Cops and &#x02212;Si &#x02212;Cops treatments, respectively. In the &#x0002B;Si &#x0002B;Cops treatments, diatom concentrations decreased from Day 3 to Day 10, after which their abundance increased (Figure <xref ref-type="fig" rid="F6">6</xref>). At Day 13, diatoms concentrations were much lower in the &#x0002B;Si mesocosms. This result was not mirrored by standing stock measurement of bSiO<sub>2</sub> concentrations or by total cell concentrations according to cytometry. This sudden change of diatom concentrations may therefore potentially be due to analytical problems with phytoplankton enumeration at this sampling day.</p>
<fig id="F6" position="float">
<label>Figure 6</label>
<caption><p>Phytoplankton community structure in the different mesocosm treatments, in percentage, total cell numbers and biovolume.</p></caption>
<graphic xlink:href="fmars-05-00082-g0006.tif"/>
</fig>
<p>In the &#x0002B;Si treatments, 97% of the diatom populations were constituted by small species (cell volume &#x0003C; 2500 &#x003BC;m<sup>3</sup>) until Day 6. <italic>Skeletonema marinoii</italic> (diameter &#x0007E;10 &#x003BC;m) dominate all treatments until Day 3 and disappeared from &#x02212;Si mesocosms thereafter. From Day 13 the diatom population of the &#x0002B;Si &#x02212;Cops treatments switched from small <italic>S. marinoii</italic> to medium sized-diatoms, with <italic>Cylindrotheca closterium</italic> (50 to 125 &#x003BC;m length) forming most of the population in &#x0002B;Si &#x02212;Cops while <italic>Leptocylindrus danicus</italic> constituted more than 90% of the &#x0002B;Si &#x0002B;Cops diatom population. The &#x0002B;Si treatments also developed a large population of dinoflagellates, with the <italic>Gymnodinium</italic> sp. dominating the dinoflagellates population, except for the &#x0002B;Si &#x02212;Cops after Day 6 when <italic>Scripsiella</italic> contribute for more than 50% to the dinoflagellates population.</p>
<p>Dinoflagellates dominated the &#x02212;Si treatments from Day 3 until the end of the experiments, with <italic>Gymnodinium</italic> sp. and <italic>Scrippsiella</italic> (<italic>trochoida</italic> and <italic>sweenea</italic>) making up 60 to 95% of the total dinoflagellates community in terms of cell abundance. <italic>Gymnodinium</italic> sp. dominate the community before Day 6 and <italic>Scrippsiella</italic> after.</p>
</sec>
<sec>
<title>Sinking fluxes</title>
<p>Gel traps showed that sinking particles mostly consisted of fecal pellets and large aggregates such as marine snow. During the first trap deployment the &#x0002B;Si &#x02212;Cops mesocosms particle fluxes were characterized by a higher contribution of marine snow and fewer fecal pellets than the &#x0002B;Si &#x0002B;Cops treatments. The flux composition between these two treatments became more similar toward the end of the study. At the end of the study, particle fluxes in the &#x0002B;Si treatments where characterized by more marine snow aggregates than the &#x02212;Si that had a much higher contribution by fecal pellets (Figure <xref ref-type="fig" rid="F7">7</xref>). Sinking fluxes of POC, PON, and bSiO<sub>2</sub> decreased over time (Figure <xref ref-type="fig" rid="F7">7</xref>), not mirroring standing stocks in the upper 4.5 m of the mesocosms (Figure <xref ref-type="fig" rid="F5">5</xref>). The total POC exported during the experiment was 1.47 &#x000B1; 0.30 g of C m<sup>&#x02212;2</sup> in the &#x0002B;Si &#x02212;Cops, 1.05 &#x000B1; 0.28 g of C m<sup>&#x02212;2</sup> in the &#x0002B;Si &#x0002B;Cops, 0.78 &#x000B1; 0.10 g of C m<sup>&#x02212;2</sup> in the &#x02212;Si &#x02212;Cops and 0.86 &#x000B1; 0.24 g of C m<sup>&#x02212;2</sup> in the &#x02212;Si &#x0002B;Cops (Figure <xref ref-type="fig" rid="F8">8</xref>). The C/N ratio of the material sinking into sediment traps was higher than the C/N ratios found in the suspended particles with more variability between traps than between treatments (C/N in standing stocks &#x0003D; 4.5 &#x000B1; 0.6; C/N in sinking particles &#x0003D; 7.6 &#x000B1; 2.0). The difference between C/N in sediment traps and standing stocks was very pronounced in the &#x02212;Si &#x02212;Cops at the end of the experiment, when flux C/N ratios value reached an average of 10.6 &#x000B1; 5. The ratios of bSiO<sub>2</sub> to POC of sinking particles (Si/C) were twice those measured in suspended particles (Figure <xref ref-type="fig" rid="F8">8</xref>). This difference increased with elevated copepod abudances. Despite the lack of measurable bSiO<sub>2</sub> in the suspended particles after day 6, Si/C ratios for the sinking material were still 0.02 in the &#x02212;Si mesocosms and some diatoms were observed in the sediment traps. The POC fluxes were positively correlated to the Si/C ratios of the standing stocks (Figure <xref ref-type="fig" rid="F9">9</xref>). Only the sinking material of the traps set up at day 8 and 16 were analyzed for the phytoplankton taxonomy. Small diatoms formed 96 to 100% of the diatom fluxes collected in all traps except at the end of the experiment. In the &#x0002B;Si &#x02212;Cops the medium sized (&#x0003C;125 &#x003BC;m) <italic>Cylindrotheca closterium</italic> formed 60% of the diatom cell numbers found in the sediment traps. The contribution of <italic>Proboscia alata</italic> increased in the &#x0002B;Si &#x0002B;Cops to achieve half of the sinking at the end.</p>
<fig id="F7" position="float">
<label>Figure 7</label>
<caption><p>Composition of the particle fluxes in the four treatments, measured from images of gel traps and POC fluxes in sediment traps.</p></caption>
<graphic xlink:href="fmars-05-00082-g0007.tif"/>
</fig>
<fig id="F8" position="float">
<label>Figure 8</label>
<caption><p>Flux of material into the sediment traps and its elemental composition averaged for each mesocosm treatment. <bold>(A)</bold> POC, <bold>(B)</bold> PON, <bold>(C)</bold> bSiO<sub>2</sub>, <bold>(D)</bold> the C/N of the sinking flux, and <bold>(E)</bold> the Si/C of the sinking flux.</p></caption>
<graphic xlink:href="fmars-05-00082-g0008.tif"/>
</fig>
<fig id="F9" position="float">
<label>Figure 9</label>
<caption><p>POC fluxes versus Si/C ratios in the standing stocks in the upper 4.5 m.</p></caption>
<graphic xlink:href="fmars-05-00082-g0009.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Diatoms with their ballasted frustule (Armstrong et al., <xref ref-type="bibr" rid="B3">2002</xref>; Fran&#x000E7;ois et al., <xref ref-type="bibr" rid="B15">2002</xref>) have long been recognized to be efficient for downward transport of matter (Smetacek, <xref ref-type="bibr" rid="B60">1985</xref>; Nelson et al., <xref ref-type="bibr" rid="B43">1995</xref>; Sarmiento et al., <xref ref-type="bibr" rid="B56">2004</xref>). Recent studies are challenging this belief highlighting rather potential links between export and the structure of the whole plankton community (Henson et al., <xref ref-type="bibr" rid="B22">2012</xref>; Lima et al., <xref ref-type="bibr" rid="B36">2014</xref>; Guidi et al., <xref ref-type="bibr" rid="B21">2016</xref>). Additionally a combination of poorly understood processes, such as gravitational settling as aggregates or fecal pellets, physical transport of particulate and dissolved organic matter, or zooplankton disaggregation or migration may also contribute substantially to downward transport of matter (Sanders et al., <xref ref-type="bibr" rid="B55">2014</xref>; Turner, <xref ref-type="bibr" rid="B69">2015</xref>; Siegel et al., <xref ref-type="bibr" rid="B59">2016</xref>).</p>
<sec>
<title>Impact of phytoplankton community structure</title>
<p>Daily addition of small amount of dSi triggered the growth of diatoms in the &#x0002B;Si mesocosms and globally increased POC fluxes (Figure <xref ref-type="fig" rid="F8">8</xref>), with however, 50 to 100-fold less carbon exported per unit dSi in our non-blooming situation compared to similar bloom simulating experiment (Wassmann et al., <xref ref-type="bibr" rid="B73">1996</xref>). All treatments showed strong positive correlations between the POC fluxes and the Si to POC ratios of suspended material in the upper 5 m of the mesocoms (Figure <xref ref-type="fig" rid="F9">9</xref>) suggesting that the magnitude of POC export was first driven by the presence of diatoms. This is supported by the high POC flux in the &#x0002B;Si &#x02212;Cops at Day 6 (Figure <xref ref-type="fig" rid="F7">7</xref>) and by the high export efficiency in the &#x0002B;Si &#x02212;Cops mesocosms, in terms of the amount of POC produced reaching the sediment traps (Figure <xref ref-type="fig" rid="F10">10</xref>). Globally, POC flux intensities follow the aggregate contribution to the flux, with downward trend when the aggregate contribution to fluxes decrease (Figure <xref ref-type="fig" rid="F7">7</xref>). On the &#x0002B;Si mesocosms the aggregate contribution was slightly lower than the average aggregate contributions in the flux of the &#x02212;Si mesocosms at Day 6 and 11, when <italic>Gymnodinium</italic> sp. dominate the phytoplankton population. However, when aggregate contribution to the flux is similarly high such as seen at Day 6 for &#x0002B;Si &#x02212;Cops and &#x02212;Si &#x02212;Cops, the flux is almost twice as high in the diatom dominated treatment compared to &#x02212;Si treatments. Aggregation capacity is not restricted to diatom species (Cataletto et al., <xref ref-type="bibr" rid="B11">1996</xref>), but diatom aggregates transport more carbon than non-ballasted aggregates due to higher density and sinking rates (Long et al., <xref ref-type="bibr" rid="B38">2015</xref>). However, even for non-diatom species, decreased aggregation involved lower fluxes as seen at the end of the experiment in &#x02212;Si mesocosms in association to the growth of <italic>Scrippsiela</italic> sp.</p>
<fig id="F10" position="float">
<label>Figure 10</label>
<caption><p>Export efficiency: proportion of the POC produced in the surface layer, collected in the sediment traps versus time for the four treatments &#x0002B;Si &#x02212;Cops, &#x0002B;Si &#x0002B;Cops, &#x02212;Si &#x02212;Cops and &#x02212;Si &#x02212;Cops.</p></caption>
<graphic xlink:href="fmars-05-00082-g0010.tif"/>
</fig>
<p>Aggregate contribution to the fluxes stay around 82% in the &#x0002B;Si &#x02212;Cops, where the aggregating species <italic>Skeletonema marinoii</italic>, and <italic>Pseudonitzschia sp</italic> and <italic>Cylindroteca closterium</italic> prevailed (Cataletto et al., <xref ref-type="bibr" rid="B11">1996</xref>). In the &#x0002B;Si &#x0002B;Cops the aggregating <italic>S. marinoii</italic> constituted most of the diatom population at the beginning of the sampling period. The non-aggregating <italic>Leptocylindrus danicus</italic> (Cataletto et al., <xref ref-type="bibr" rid="B11">1996</xref>) that dominate diatom population at the end were not visible in the sediment traps where the aggregates still formed 70% of the particles collected. Instead the large non-aggregating <italic>Proboscia alata</italic> and the small aggregating <italic>S. marinoii</italic> were majoritary in the sediment traps confirming that size may be also an important factor, together with ballast and aggregation capacity for an efficient carbon export.</p>
</sec>
<sec>
<title>The importance of zooplankton abundance to POC flux</title>
<p>The global role of zooplankton for POC export is difficult to quantify since zooplankton indirectly influence export by changing the structure of the phytoplankton community, from small to larger species as seen in the previous paragraph and in other study (Qu&#x000E9;guiner, <xref ref-type="bibr" rid="B51">2013</xref>). Moreover, zooplankton activity may both (1) increase POC fluxes by converting slow-sinking single cells into fast-sinking fecal pellets and (2) reduce the flux by fragmenting large aggregates into small particle with slow sinking velocities and high degradation in the surface ocean (Iversen and Poulsen, <xref ref-type="bibr" rid="B25">2007</xref>; Giering et al., <xref ref-type="bibr" rid="B19">2014</xref>; Sanders et al., <xref ref-type="bibr" rid="B55">2014</xref>). In our mesocosm study, higher copepod concentrations resulted in higher standing stock of phytoplankton (Figure <xref ref-type="fig" rid="F4">4</xref>) and in higher phytoplankton diversity (Table <xref ref-type="table" rid="T1">1</xref>). The flagellate diversity appeared to be mainly driven by the copepod presence. Diatom diversity was more influenced by the silicic acid addition but the dominant species change depending on the copepod abundances (Table <xref ref-type="table" rid="T1">1</xref>). Higher phosphate and nitrate uptake in the &#x0002B;Cops treatments compared to the &#x02212;Cops treatments (Figure <xref ref-type="fig" rid="F4">4</xref>), suggest that the phytoplankton community benefitted from the presence of mesozooplankton. Such a counter-intuitive influence of meso-zooplankton addition on phytoplankton growth has already been observed in other studies (Sommer et al., <xref ref-type="bibr" rid="B63">2001</xref>, <xref ref-type="bibr" rid="B62">2004</xref>, <xref ref-type="bibr" rid="B61">2005</xref>). The silicate uptake also increased with copepods addition (Figure <xref ref-type="fig" rid="F4">4</xref>). This could be explained by the change of diatoms community toward more silicified species (Assmy et al., <xref ref-type="bibr" rid="B4">2013</xref>; Qu&#x000E9;guiner, <xref ref-type="bibr" rid="B51">2013</xref>), or by the increase of diatom silicification in the presence of grazers (Pondaven et al., <xref ref-type="bibr" rid="B50">2007</xref>). Grazers feeding activity may also increase the remineralization of the dead diatom frustules (Schultes et al., <xref ref-type="bibr" rid="B57">2010</xref>). Such an effect would benefit diatom growth but couldn&#x00027;t be seen in our study because we only measured the net uptake. Moreover, the trophic connections are much more complex than only copepods and prey. Additionally, trophic cascades can explain the increased phytoplankton biomass in the &#x0002B;Cops mesocosms (Gismervik et al., <xref ref-type="bibr" rid="B20">2002</xref>; Sommer et al., <xref ref-type="bibr" rid="B62">2004</xref>; Stibor et al., <xref ref-type="bibr" rid="B66">2004</xref>). Copepods may partially feed on microzooplankton. The grazing pressure of micro-zooplankton on phytoplankton would then be reduced as observed in previous mesocosm experiments (Gismervik et al., <xref ref-type="bibr" rid="B20">2002</xref>; Stibor et al., <xref ref-type="bibr" rid="B66">2004</xref>). In this case, an increase of the copepods abundance mean a decrease of the grazing pressure on phytoplankton, and an increase of the phytoplankton net growth.</p>
<p>In terms of export fluxes, we observed that elevated copepod concentrations decreased the POC flux in the &#x0002B;Si while the opposite was observed for &#x02212;Si treatments (Figure <xref ref-type="fig" rid="F8">8</xref>). The highest difference can be seen for &#x0002B;Si at Day 6 where copepods strongly impact the flux composition decreasing aggregate contribution to the flux (from 92 to 68% for &#x02212;Cops and &#x0002B;Cops, respectively, Figure <xref ref-type="fig" rid="F7">7</xref>). This could have resulted from two mechanisms, a mechanic breakage of the aggregates (Alldredge et al., <xref ref-type="bibr" rid="B1">1990</xref>; Dilling and Alldredge, <xref ref-type="bibr" rid="B12">2000</xref>) or by changing diatom community because diatoms are not equal in terms of aggregation capacity (Cataletto et al., <xref ref-type="bibr" rid="B11">1996</xref>). However until Day 6 the aggregating species <italic>Skeletonema marinoii</italic> dominate the two treatments suggesting at this time that physical breakage of aggregates by zooplankton feeding and swimming activities must have prevailed. But copepods activities also influenced the diatom community: in the &#x0002B;Si &#x0002B;Cops, the biovolume of the diatom population increased toward the end (Figure <xref ref-type="fig" rid="F6">6</xref>) with larger species progressively dominating the diatom community (from <italic>S. marinoii</italic> to <italic>L. danicus</italic>). We also observed an impact of copepod activity on the species composition of the sinking material. Similarly to observations done in the Kerguelen area, preferential feeding by copepods resulted in an increased proportion of heavily silicified diatoms in the sinking flux (Qu&#x000E9;guiner, <xref ref-type="bibr" rid="B51">2013</xref>) even when they are not so well represented in the surface water populations. Diatom composition of the export fluxes in &#x0002B;Si &#x02212;Cops reflected that of the suspended diatom community, but most of the material recovered in the &#x0002B;Si &#x0002B;Cops traps were constituted by the large and heavily silicified <italic>Proboscia alata</italic> and aggregates of <italic>S. marinoii</italic>.</p>
<p>Reversely in the &#x02212;Si mesocosms, higher copepod concentrations were associated with increased POC fluxes, with a stronger contribution of aggregates at Day 11 and of intact fecal pellets toward the end of the mesocosm study (Figure <xref ref-type="fig" rid="F7">7</xref>). While the intensity of the POC fluxes generally follow the aggregate contribution to the flux, the slight decrease of the flux intensity at the end in the &#x02212;Si &#x0002B;Cops mesocosm traps confirm that fecal pellets production can compensate for the disaggregation process in a non-diatom situation.</p>
<p>Overall, our data suggests that zooplankton decreased the efficiency of the system to export POC in diatom dominated ecosystem (Figure <xref ref-type="fig" rid="F10">10</xref>). For dinoflagellates dominated systems, the net export is increasing due to the positive effect of copepod activity on phytoplankton growth. However, except at Day 6, the efficiency of the system in terms of how much of POC production was exported was not affected by copepod abundance (Figure <xref ref-type="fig" rid="F10">10</xref>). Instead of copepods simply ingesting and repackaging phytoplankton into fecal pellets in proportions similar to the community composition in the mixed layer, copepods actively shape the phytoplankton community structure in the surface layer and in the export fluxes by selective grazing which determines which phytoplankton species are being retained in the upper ocean, and which ones are being exported.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusions</title>
<p>In our large scale experimental non-bloom conditions, POC fluxes were positively correlated to Si/C in all mesocosms, highlighting the global importance of diatoms for POC export. The addition of dSi increased POC fluxes, confirming the results by Wassmann et al. (<xref ref-type="bibr" rid="B73">1996</xref>). Lightly silicified diatoms, which dominated water column in most mesocosms during our study, drive the export through aggregation when copepods concentration is decreased. With elevated copepod concentrations, net phytoplankton growth globally increased, probably due to trophic cascade effect. Grazing pressure also structure the phytoplankton community, with a shift from small to medium or large diatoms in the water column and in the export fluxes. Simultaneously aggregates are mechanically broken by copepod activity which is not compensated by the increase density of the diatoms escaping the grazing. These two opposite effects in diatom dominated ecosystem resulted in a net decrease of the export efficiency. Reversely by favoring phytoplankton growth and formation of fast sinking fecal pellets, copepods increase the net export by non-diatom species, but do not clearly change the export efficiency.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>BM and CD contributed to the conception of the experiment, to find the fundings, to the acquisition, analysis, and interpretation of data and wrote the manuscript. MI and MG contributed to the conception of the experiment, to the acquisition, analysis, and interpretation of data and writting of the manuscript. ML, RL, HS, MS, and A-JE, contributed to the conception of the experiment, to the acquisition and analysis of data and revised the manuscript. BB, JB, RC, NC, AD, SG, MK, CL, AL, and AM contributed to the acquisition and analysis of data and revised the manuscript.</p>
<sec>
<title>Conflict of interest statement</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. The reviewer JT and handling Editor declared their shared affiliation.</p>
</sec>
</sec>
</body>
<back>
<ack><p>Immeasurable thanks are owed to everyone whose technical support and advice made this experiment possible: A. Neyts, HS, RC, AL, E. Achterberg, O. Vadstein, Y. Olsen, and M. St. John. This research was supported by the European Community&#x00027;s 7th Framework Programme&#x00027;s Integrating Activity HYDRALAB IV (No. 261520) and Integrating Project EURO-BASIN (No. 264933). Thank you to the two reviewers that greatly help to improve this manuscript.</p>
</ack>
<ref-list>
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